[
  {
    "instance_id": "01c7ea5b-0fad-4b0e-bd58-99901ab2482a",
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    "predicted_text": "The call involved an employee contacting the IT helpdesk to resolve an audio issue on their computer. The employee reported that their computer's audio was not functioning, affecting multiple applications, including Microsoft Teams and the sound recorder. The IT support agent confirmed the issue and initiated a remote session using 123rescue.com to troubleshoot the problem. The employee followed instructions to download and run a remote access file, allowing the agent to access their system.\n\nAfter connecting, the employee demonstrated the issue, showing that the sound recorder was unable to record and Teams calls were not working. The agent apologized for the inconvenience and requested a brief hold to gather resources. Upon returning, the agent informed the employee that they would perform basic troubleshooting via the remote session and ended the call, continuing communication through the remote connection. The call concluded with the agent thanking the employee and wishing them a good day.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Videoconference, for Technology and Business Application Support, press 1.\nSpeaker 2: For Mobile Communication Support, please enter your 8-digit personnel number so we can locate you.\nSpeaker 3: When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to wait.\nSpeaker 4: Hi.  Thank you for calling CIO.  This is ######.  Can I have your personal number, please?\nSpeaker 5: Hi.  ###############.\nSpeaker 4: All right.  Thank you.  So let me go ahead and pull up her account here in my end.  And can I also have your ########## ID?\nSpeaker 5: Yeah.  ###################.\nSpeaker 4: All right.  Thank you, #########.  And in case we get disconnected, can I also have your callback number?  ############.  All right.  Thank you for the adjustment.  So how can I help you today?\nSpeaker 5: I have an issue this morning with my sound.  Like when I go on Teams, they can't hear me.  And then, also, when I try and do my voice recording, it doesn't work.  So, seems to be something going on with my sound in my computer.\nSpeaker 4: All right.  So, just wanted to confirm, your Teams is having an issue?\nSpeaker 5: Teams, well, the issue is with my audio on my computer because there's multiple apps that are not working, not just the teams, but also the sound recorder.\nSpeaker 4: All right.  So I completely understand that, but in other words, I'll be more than happy to assist you.  So for this one, #########, can you please go to your browser and then type 123rescue.com.  We will do a remote session so that I can see what's on your screen.\nSpeaker 5: Okay.  And I just rebooted too.  One, two, three.  Okay.\nSpeaker 4: Thank you.\nSpeaker 5: Okay, one second, 123rescue, R-E-S-C-U-E?\nSpeaker 4: Right, yeah, I like the rescue word.\nSpeaker 5: Let me try again.  W-W-W?\nSpeaker 4: Yeah, it's only 123rescue.com.  Okay.  Okay.  Yeah, there we go.  All right.\nSpeaker 5: Okay.  Uh-huh.\nSpeaker 4: Pin number?  So it's already at the number pin?  Yeah.  So it's going to be 639658.  Uh-huh.  639658.\nSpeaker 5: Okay.\nSpeaker 4: All right.  And please download that file after downloading.  Go to your download history and then run that file as administrator.\nSpeaker 5: Okay, open the file.  Oh, it doesn't.  Okay, so that's connected.  A support representative will be with you.\nSpeaker 4: All right, so let me go ahead and connect that here one moment.\nSpeaker 5: Okay.\nSpeaker 4: All right.  And can you please tell me the error message or the one that you're having an issue?\nSpeaker 5: Well, okay, so it's not like here, for example, I don't know if you can see my other screen.  Let me try and bring this up.  So here's the sound recorder, and it's not starting.  I think there's no audio.  Oh, one second.  We're having problems playing this file.  So, I just tried to make a recording and it's not able to do that.  See how it's not timing?  So, and then also when I go on Teams and I'm on a call, it doesn't.  So, that's the error.  We were having problems with the plan.  The error is it just won't record.  It's my audio.  Audio is not working on my computer.\nSpeaker 4: All right.  So for this one, #########, I'm sorry for that.  So for this one, #########, will that be fine?  if I put the phone on hold for about one to two minutes?  I'll get my resources here in my, and then I'll get back to you.  Okay?  Sure.\nSpeaker 5: Perfect.  Sure.  All right.\nSpeaker 4: Thank you.  All right.  Hi, #########.  Thank you for patiently waiting on the line.  So for this one, #########, I will be doing basic troubleshooting on your machine.  And we will just communicate over to the remote session.  And I will be ending the call now.\nSpeaker 5: OK.\nSpeaker 4: All right.  So, for this one, #########, I will be ending the call now, and we will just continue our conversation through a remote session.\nSpeaker 5: Okay.\nSpeaker 4: All right.  So, thank you for calling CIO, #########.  Have a good day.  Bye-bye.  Okay.\nSpeaker 5: Thanks.  Bye.\n</call_transcript>\n<summary>\nThe call involved an employee contacting the IT helpdesk to resolve an audio issue on their computer. The employee reported that their computer's audio was not functioning, affecting multiple applications, including Microsoft Teams and the sound recorder. The IT support agent confirmed the issue and initiated a remote session using 123rescue.com to troubleshoot the problem. The employee followed instructions to download and run a remote access file, allowing the agent to access their system.\n\nAfter connecting, the employee demonstrated the issue, showing that the sound recorder was unable to record and Teams calls were not working. The agent apologized for the inconvenience and requested a brief hold to gather resources. Upon returning, the agent informed the employee that they would perform basic troubleshooting via the remote session and ended the call, continuing communication through the remote connection. The call concluded with the agent thanking the employee and wishing them a good day.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the audio issue and the steps taken to resolve it. It is relevant, sticking to the main topic of the audio problem and the troubleshooting process. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to follow. It is accurate, correctly reflecting the details of the call without any false or misleading information. However, it misses some minor details, such as the initial steps of the call where the employee provided their personal number and ID, which could be relevant for completeness. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's audio issue and the IT support agent's efforts to resolve it. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary accurately reflects the information presented in the call transcript, with no apparent false or misleading information. The summary also provides a fair description of the main problem (the employee's audio issue) and the resolution (the IT support agent's troubleshooting efforts via remote session).\n\nHowever, the summary could be considered slightly incomplete, as it does not mention the initial automated messages and the employee's initial contact with the IT helpdesk. Nevertheless, these details are not crucial to understanding the main issue and resolution.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (audio problems affecting multiple applications)\n2. Accurately describes the troubleshooting process (remote session setup via 123rescue.com)\n3. Maintains chronological flow of events\n4. Includes relevant details about the specific applications affected (Teams, sound recorder)\n5. Accurately represents the resolution process (agent deciding to continue troubleshooting via remote session)\n\nThe summary is concise while including all essential information. It's coherent, with a logical progression from problem identification to attempted resolution. The information is accurate, matching the transcript without any misrepresentations. The summary effectively balances detail and brevity.\n\nMinor improvement could be made by mentioning that the employee had already attempted rebooting before the call, as this represents a relevant troubleshooting step. However, this is a minor omission that doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "5a1c2730-1fde-4eb2-9121-5c0d0b923b95",
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    "predicted_text": "The call involved an employee seeking IT helpdesk support to resolve an issue with their multi-factor authentication (MFA) setup after switching to a new phone. The employee was unable to log into company platforms like SharePoint and Portal because their authenticator app was not displaying the required codes. The IT agent identified that the new device had not been registered for MFA and guided the employee through the process.\n\nThe agent provided instructions to access a remote support tool and assisted the employee in registering their new device via the company\u2019s MyID portal. They also requested a temporary access pass to facilitate the process since the employee\u2019s old device was unavailable. After successfully registering the new phone, the agent helped the employee enable phone sign-in and verify access to company systems.\n\nThe issue was resolved, and the employee confirmed they could log in successfully. The agent concluded the call by tagging the issue as resolved and informing the employee about a feedback survey. The employee expressed gratitude, and the call ended on a positive note.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Videoconference for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to.\nSpeaker 3: Hi, this is ####  from CIO.  Can I have your personal number or employee number?\nSpeaker 4: Hi, yes, it's ########.\nSpeaker 3: Sorry, ########.  Thank you so much.  Let me pull that.  And can you please provide me your enterprise ID?\nSpeaker 4: Yep, #############.\nSpeaker 3: Thank you and how about your callback number?  ############.\nSpeaker 4: But I'm having some signal issues right now.  So, if you could just call me back on Teams, that would be great.\nSpeaker 3: Oh, I see.  I'm sorry, we're unable to call back on Teams.  So, you only do call back through a phone number.\nSpeaker 4: Okay.  I just have a, there's a National Verizon outage, so I might not be able to answer the phone, but that's okay.\nSpeaker 3: Okay.  Thank you.  Okay.  Is it your first name ####?  Or ####?\nSpeaker 4: ####.  Yep.\nSpeaker 3: Okay, thank you so much.  ####, how can I help you today?\nSpeaker 4: Yeah, I'm calling because my authenticator is not working.  So anytime I log into SharePoint or Portal or anything, it prompts me to put my email address and then my password and then it gives me a number on the website.  But then when I go into my authenticator app on my phone, the number doesn't pop up or there's no place to enter the number.\nSpeaker 3: Oh, okay.  I see.  I do understand.  Sorry for the inconvenience that you experienced, but don't worry.  I'll do my best to assist you here.  Are you using the same phone number, same device for your MFA?\nSpeaker 4: I just got a new phone, but it is the same phone number.\nSpeaker 3: Oh, okay.  So yeah, that's the reason why you're unable to enter the code into your new device.  because that is not yet registered.  So have you already registered that or not yet?\nSpeaker 4: Like where do I register it?\nSpeaker 3: For your new device, you need to register it through myid.accenture.com.  Sorry, say that one more time.\nSpeaker 4: Can you type it in the chat?\nSpeaker 3: through MyID.accenture.com.  Yeah, I'll go ahead and send you the link.  Okay, so let me ping you on Teams right now.\nSpeaker 4: Okay, MyID.accenture.com.  Okay.  Yeah.\nSpeaker 3: Are you in front of your device right now?\nSpeaker 4: Yes.\nSpeaker 3: Okay, so I'm gonna connect you through remote session.  So could you please open your browser and type in 123rescue.com?  123rescue.com.  Okay.  Because it will ask you to enter the six-digit code.  Hold on.  I'm still doing it here.  Okay, hold on.  So I can provide the six digit code.  Okay, the six digit code.  Code I have ######.\nSpeaker 4: ###. okay and start download.\nSpeaker 3: Yes please.\nSpeaker 4: Applet should download automatically.  There we go.\nSpeaker 3: Okay please download and once it's downloaded please make sure to go to your download folder and do right click on the applet.  You just download it.  Okay.\nSpeaker 4: Right click and then?\nSpeaker 3: Show more options.  Click show more options.  Then run the app as administrator.  Then click Accenture Business.  for reason.\nSpeaker 4: It's not showing.\nSpeaker 3: Show More Options.  Give me one second.  Are you able to see Run the App as Administrator?  No.  So, after you do what I need.  Oh, sorry.  Go ahead.\nSpeaker 4: Sorry.  My computer is just like.\nSpeaker 3: Okay, so what happened now?\nSpeaker 4: I'm opening the app because right-click, I don't see anything.  It just says open, show package contents, move to trash, get info.\nSpeaker 3: Oh, on what device are you using?  Oh, I'm sorry.  I have a Mac.  Oh, okay, I see.  So you can just go ahead and open since you are using ###.  I thought you were using Windows.  I'm sorry.  Okay, so let me go ahead and click that one.  And please click OK for me to be able to see your screen.  I'm going to send you the link through Teams chat.  Okay, I have already sent that and let me check.  Okay, so and what browser are you using?\nSpeaker 4: Chrome.\nSpeaker 3: Okay.  Let me go ahead and open.  And let me check.  It didn't show up.  Hold on.  You're going to open and register your device here.  We need to.  So, you don't have the old device.\nSpeaker 4: Yeah, I, I do, but it's hold on.  Give me one second.\nSpeaker 3: Okay.\nSpeaker 4: charge right now, so it might take a minute.\nSpeaker 3: Okay.  Because if you're unable to access that to approve this one, I will go ahead and proceed to request a temporary access pass.\nSpeaker 4: Oh, okay.  I don't know how long it's going to take to turn on.  So, we just did a temporary 1.\nSpeaker 3: Yeah, we'll go ahead and do that.  I'm going to send you the link as well, through Teams, for you to be able to request a temporary out of this bus.  So hold on one moment.  Okay, all done.  Okay, there we go.  So we'll go ahead and request the demo.  We have to start here.  I have also sent you the link through Teams chat.  So let's go ahead and open.  still the same, so it will not allow you to access this site.  So what we are going to do, since it's not allowing you to access this, since you have a new device, we will go ahead and do verification process.  So we can proceed.  Do you already, do you still have an access on Teams chat?  Yes.\nSpeaker 4: Do I have access to Teams chat?\nSpeaker 3: Yes.\nSpeaker 4: Yes, I can see your.  please click the link to request tab.\nSpeaker 3: Okay, so we'll go ahead and proceed to Teams verification.  Okay, hold on.  Just reply, I'll get a message to you for verification.  Okay, please respond to my message.  Okay, so that is for the indication.  Okay.  Okay.  So, yeah, I'll go ahead and proceed with the process of verification.  Could you please provide me as well your and sorry, your yet sorry, your personal number first.  Yeah, I know through the phone.\nSpeaker 4: Oh, ######################.\nSpeaker 3: Okay.  Thank you.  And may I also have your center of this location?\nSpeaker 4: Yep, #########, ########.\nSpeaker 3: Okay, thank you so much.  And... Okay, hold on.  How about your official start date?\nSpeaker 4: ### ####.\nSpeaker 3: So let me go ahead and get that.  Okay, so we'll go ahead and proceed with the process.  I'll get a request for the temporary access file so we can proceed with the process.  Okay, one moment here.  I'm requesting right now the temporary access pass.  Once I already have it, I'll go ahead and provide it to you.  #####, we're going to proceed with the registration.  Okay.  Hold on for a second.  Let me request it here.  Okay.  Can I put this call on hold, ####, for at least two minutes while I'm waiting for the temporary access pass?  Thank you.  Please kindly stay connected.  I'll get back to you.  Thank you so much for patiently holding, ####.\nSpeaker 4: Bye.  Thank you.\nSpeaker 3: Okay.  Yeah, I'm just waiting for the, um, Authentic Priority Access Pass.  Okay.  One moment here.  So, waiting for a second.  Okay.  Hold on.  I'm still waiting for a second.  Okay, so let me go ahead and double check if I already have it.  Okay.\nSpeaker 4: Okay.\nSpeaker 3: One second.  Okay, yeah, I already have it here.  So, yeah, I'll go ahead and help you to register your device.  Okay, let's go ahead and go to this site.  Let's close this and open again by accessing this site.  Hold on, so let's close this one.  Okay, access.  So, here is the temporary access.  Okay.  And that would be a also message you here for you to be able to see that.\nSpeaker 4: Okay.\nSpeaker 3: Thank you.\nSpeaker 4: Sorry.  Thank you.  #############, okay?\nSpeaker 3: Yep.  Okay, thank you.  Yes.  Okay, so yeah, it allows you to log in now.  So we'll go ahead and delete the old one.  So which one here?\nSpeaker 4: This one.  Yeah, data.\nSpeaker 3: So we'll go ahead and delete the old phone.  Since you no longer use that for your MFA, then we'll go ahead and register the new one.  Okay, let's click add.  So do you already have the Authenticator app downloaded to your new phone?\nSpeaker 4: Yes.\nSpeaker 3: Okay, do you already have the Accenture account added?  Yes.  for school, so please click your Accenture email.\nSpeaker 4: Okay.\nSpeaker 3: Okay, so yeah, you need to scan the QR code first.  Does it have options?\nSpeaker 4: Is it the set up two-step verification?\nSpeaker 3: No, scan the QR code.  Yeah.\nSpeaker 4: Okay, one second.\nSpeaker 3: Okay.\nSpeaker 4: Access on camera.\nSpeaker 3: So make sure you are using Authenticator app to scan the QR code.  Yes.  Okay.  So let me know once it's done so I can click next.\nSpeaker 4: Activation failed.  Hold on.  We've already used this QR account.  Okay.  I think it worked.\nSpeaker 3: Okay.  It's done.  Okay.  Let's go ahead and proceed and try it out.  Okay, let's try it out.\nSpeaker 4: Okay, it worked.\nSpeaker 3: Okay, then click next.  Then you also need to enable your phone sign-in to make sure that your device is fully set up.  So go ahead and request for a new temporary access pass.  Okay, so let me go ahead and request it again.  Here.  So, I'm requesting again for the temporary access pass.  Okay.  So, you can enable the phone sign-in.  So, I'm going to make sure that your MSA is fully set up, okay?  Before we end this.  Make sure that you can log in and all that.\nSpeaker 4: Sorry, what do I have to do?\nSpeaker 3: Don't click anything yet.  You need to enable your phone sign in.  Okay, already have it here.  And yeah, here's the new temporary access pass.  Okay, let me go ahead and send it here too.  So that would be V3 and dash 5XSQ.  All right.  Go to your authenticator up right now.  Click your Accenture email.  It will ask you to set a phone sign-in or enable your phone sign-in.\nSpeaker 4: Oh, enable phone sign-in.  Okay.\nSpeaker 3: Yeah, click that one.\nSpeaker 4: Oops.  I said I can't.  Use temporary access pass.  Okay, so B3 and dash 5, access key.\nSpeaker 3: Yeah.  It will ask you to enable or sorry, register your device as well.\nSpeaker 4: Okay.  I think that worked.\nSpeaker 3: OK, is it successfully enabled?  Yep.  OK, great.  So you can go ahead and try to access some sites here in Accenture, like for an exam.  Or let's try all that Accenture.  Let's see if it will allow you to.  Log in.  Approve your authenticator app.  Okay.\nSpeaker 4: Awesome.  Thank you so much.\nSpeaker 3: You're very much welcome, ####.  So for now, I will be tagging you to get this resolved.  You may receive a survey via email.  If there's any feedback you wish to provide, please feel free to fill that in.  It would be highly appreciated.  You have a good day.  Bye-bye for now.\nSpeaker 4: You too.  Thank you so much.  Bye.\nSpeaker 3: You're welcome.  Bye.  Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT helpdesk support to resolve an issue with their multi-factor authentication (MFA) setup after switching to a new phone. The employee was unable to log into company platforms like SharePoint and Portal because their authenticator app was not displaying the required codes. The IT agent identified that the new device had not been registered for MFA and guided the employee through the process.\n\nThe agent provided instructions to access a remote support tool and assisted the employee in registering their new device via the company\u2019s MyID portal. They also requested a temporary access pass to facilitate the process since the employee\u2019s old device was unavailable. After successfully registering the new phone, the agent helped the employee enable phone sign-in and verify access to company systems.\n\nThe issue was resolved, and the employee confirmed they could log in successfully. The agent concluded the call by tagging the issue as resolved and informing the employee about a feedback survey. The employee expressed gratitude, and the call ended on a positive note.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the issue with the multi-factor authentication (MFA) setup and the steps taken to resolve it. The information is relevant and sticks to the main topic of the call. The structure and flow of the summary are clear, making it easy to understand. The summary is factually accurate, capturing the key details such as the need to register the new device, the use of a temporary access pass, and the final resolution. However, it omits some minor details like the initial signal issues and the use of a Mac, which could have added to the completeness. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their MFA setup and the IT agent's resolution. The summary has a clear structure, starting with the problem, then describing the steps taken to resolve it, and finally concluding with the outcome, making it coherent and easy to follow.\n\nThe summary appears to be accurate, with the information presented matching the details in the call transcript. It also provides a complete description of the main problem and its resolution, covering the key points of the conversation.\n\nHowever, some minor details, such as the employee's initial mention of a National Verizon outage and the IT agent's initial attempt to use a remote session, are not included. Despite this, the summary still effectively conveys the essential information.\n\nGiven these factors, the summary scores well across the criteria of conciseness, relevance, coherence, accuracy, and completeness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Clearly identifies the core issue (MFA not working on new phone)\n2. Accurately describes the solution process (device registration, temporary access pass)\n3. Maintains logical flow from problem identification to resolution\n4. Includes important technical details without being overly technical\n5. Captures the successful outcome and call conclusion\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while including all crucial information. It maintains coherence by presenting events in chronological order and establishing clear cause-and-effect relationships. The information is accurate, matching the transcript's content without misrepresentation. It effectively balances technical details with readability.\n\nThe only minor improvement could be mentioning the Verizon outage context that affected the callback options, though this wasn't central to the main issue.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "The call involved an employee seeking IT helpdesk support for a contractor unable to log in due to a password issue. The contractor's password reset request was incorrectly routed to their manager instead of the employee. The employee provided the contractor's details, including their EID, to the helpdesk agent for resolution.\n\nThe helpdesk agent identified that the contractor's multi-factor authentication (MFA) was not set up and clarified that the local tech support team, not the manager, would handle the issue. The agent advised the employee to inform the contractor to keep their phone lines open, as local tech support would contact them directly to assist with setting up MFA and resetting the password. The employee expressed concern about the timing, as it was Friday, and the agent assured them that the issue would be resolved within 24 hours.\n\nThe call concluded with the employee thanking the agent for their assistance.",
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        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, to check if your account is passwordless, please visit go.accenture.com.  slash go passwordless.  If you are passwordless, Press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to.\nSpeaker 3: Hi, this is ###### from CEO.  Can I please have my employee number?\nSpeaker 4: Hi, my employee number is ########.\nSpeaker 3: Thank you very much.  And can I also have your Accenture email as well?\nSpeaker 4: My Accenture email is #####################.\nSpeaker 3: Thank you very much.  And lastly, could I also have your cell phone number as well?\nSpeaker 4: Sorry, my phone number is ############.\nSpeaker 3: Thank you for calling, ######.  How can I help you today?\nSpeaker 4: So, we recently onboarded a contractor, ###################.  But the password that was given to me in the mail is not working for him, so he called the helpdesk.  So usually when the contractor called helpdesk, their password usage inquiry come to me.  But for some reason, this contractor's password inquiry is not coming to me, and when he's trying to contact, they are only telling him that it's going to his manager.  So he's not able to log in.  So is there any reason, like any day you can send it to MFA to me to approve or you can send him, reset his password and send that password?\nSpeaker 3: All right, one moment.  I can be able to help you with that.  But first, what is the contractor's name?\nSpeaker 4: His, sorry?\nSpeaker 3: What is the contractor's EID?\nSpeaker 4: Yeah, his EID is #########.  Okay, one moment please.\nSpeaker 3: Again, I'm sorry, can you please repeat it again?  #, and then?\nSpeaker 4: ########\nSpeaker 3: Thank you very much.  It's been a pleasure.  I have found the account of ####, is that correct?  So as you can see here on their multi-factor authentication on their end, there's nothing set up on their account for their multi-factor authentication methods.  So what they should do for them to be able to log in on their own and set up their account is to have them call us And then we can be able to assist them.  But just in case, for the...\nSpeaker 4: He's calling you, but he said he supports the queue.  They are saying that his password approval request is going to his manager.\nSpeaker 3: All right.  One moment.  Aside from this, let me just pull up their name again of one of my ticketing system.  Stay on the line, please.  I'm still looking on it.  Thank you very much.  One moment, please.  Mm-hmm.  I have checked their account on my end, so there's no need to worry.  Since, again, she's asking about a manager to approve their request on their account.  And as you can see here on their account on my end, there seems to be no manager that approves.  So the next step that the CIO takes is to have the local tech support to call ##### instead of a manager.  So instead of a manager to approve the request in setting up their account, this time the local tech support will be the ones to call ##### and help the user set up their account.  And this will be a much easier process than having a manager to approve their request and give the ticket number.  So instead of a manager...\nSpeaker 4: Should I ask him to call #####?\nSpeaker 3: No, in this case, since there's no manager to approve this request, so local tech support will be the ones to call ####.  So the advice I could give you is to tell #### to keep their lines open and the local tech support nearest to them will be the ones to reach out to #### and verify his account and they will be the ones also to set up their multi-factor authentication and to help them reset his or her password.  So again, just advise ##### to keep their lines open and wait for local tech support to reach out to them.\nSpeaker 4: It should happen today only, right?  Because it's already Friday.\nSpeaker 3: I don't want to wait till Monday.  Yes, they will reach out.  Don't worry, they will reach out within 24 hours.  Within this day, yes.\nSpeaker 4: Okay, all right.  Thanks.\nSpeaker 3: Thanks for being so understanding, #####.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT helpdesk support for a contractor unable to log in due to a password issue. The contractor's password reset request was incorrectly routed to their manager instead of the employee. The employee provided the contractor's details, including their EID, to the helpdesk agent for resolution.\n\nThe helpdesk agent identified that the contractor's multi-factor authentication (MFA) was not set up and clarified that the local tech support team, not the manager, would handle the issue. The agent advised the employee to inform the contractor to keep their phone lines open, as local tech support would contact them directly to assist with setting up MFA and resetting the password. The employee expressed concern about the timing, as it was Friday, and the agent assured them that the issue would be resolved within 24 hours.\n\nThe call concluded with the employee thanking the agent for their assistance.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the contractor's login issue, the misrouting of the password reset request, and the resolution involving local tech support. It maintains relevance by focusing on the key aspects of the conversation. The structure and flow are coherent, making it easy to follow. The information is accurate and aligns with the call transcript, without any misleading details. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific details provided by the employee, such as the contractor's name and email, which were part of the verification process. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the contractor's password issue and the resolution provided by the helpdesk agent. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the key points from the call transcript, including the contractor's password reset request being incorrectly routed, the helpdesk agent's identification of the MFA issue, and the resolution involving local tech support. The summary also captures the employee's concern about the timing and the agent's assurance of a resolution within 24 hours.\n\nThe summary is complete, providing a fair description of the main problems and resolutions based on the original call transcript. It does not omit any crucial information or introduce false or misleading information.\n\nOverall, the summary meets all the criteria, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (contractor's password/login problem)\n2. Accurately describes the routing problem (going to manager instead of employee)\n3. Correctly explains the root cause (missing MFA setup)\n4. Accurately presents the solution (local tech support intervention)\n5. Includes the timing concern raised by the employee\n\nThe summary is concise yet comprehensive, maintaining good coherence by presenting information in a logical sequence. It accurately reflects both the problem and resolution without including unnecessary details from the initial IVR system or authentication process. The language is clear and professional.\n\nMinor improvement could be made by mentioning that the employee was specifically from CEO (as mentioned in transcript), but this detail isn't crucial to understanding the interaction.\n\nThe summary achieves an excellent balance between brevity and completeness while maintaining accuracy and relevance throughout.",
        "claude_score": 9.0
      }
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    "predicted_text": "An employee contacted the IT helpdesk to resolve a black screen issue on their company laptop. The issue occurred after uninstalling a PDF Suite and attempting to install Visual Studio Code (VS Code). The employee reported that the laptop displayed a black screen after entering the login PIN, despite multiple restarts. The IT agent guided the employee through troubleshooting steps, including unplugging peripherals and performing a hard reboot. The employee eventually regained access to the laptop but required assistance with properly installing VS Code.\n\nThe IT agent initiated a remote session to assist with the installation. During the session, they identified an error related to running the VS Code installer as an administrator. The agent guided the employee through the correct installation process, including accepting terms, creating shortcuts, and resolving issues with the application not launching. The agent took control of the laptop to troubleshoot further, including reinstalling the software via the control panel.\n\nThe session concluded with the IT agent continuing to assist remotely, while ending the call to focus on resolving the issue. The employee agreed to proceed with remote communication to finalize the installation.",
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        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For MyLearning Support, press 3.  For AEH applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.\nSpeaker 2: For mobile communication support, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  All agents are currently assisting other callers.  Please continue to hold if you would.\nSpeaker 3: Thank you for calling Service Desk.  May I ask for your employee number, please?\nSpeaker 4: My employee number is ##########.\nSpeaker 3: All right, thank you so much.  And may I ask for your center email?\nSpeaker 4: ##################.  at ####################.  ############# dot ###################################.\nSpeaker 3: Thanks so much.  And may I ask for your callback number?  ############.\nSpeaker 4: ####.\nSpeaker 3: Okay, done.  One moment, please.  So, #######, how can I help you today?\nSpeaker 4: Actually, my laptop went to black screen.  I don't know why.  Can you please check?\nSpeaker 3: I see it's an Accenture laptop.\nSpeaker 4: Yes, it's an Accenture laptop.\nSpeaker 3: I just see a black screen.\nSpeaker 4: I was trying to install VS Code and I uninstalled PDF Suite and after that I see this issue.\nSpeaker 3: So there's nothing showing on your screen right now?\nSpeaker 4: No.\nSpeaker 3: Got it.  And then how long it's been when you got that block screen?\nSpeaker 4: Like, it's like one hour.  I just saw this now.  Like I was trying to resolve it since restarting my laptop.\nSpeaker 3: Got it.  So for now, #######, since it's been one hour since you got that block screen, and then the issue still persists, Please try to unplug everything on your computer.  And then...\nSpeaker 4: Uninstalling PDF suite shouldn't show this, right?  I just uninstalled the PDF suite because it was giving an error message all the time.\nSpeaker 3: Got it.  Sorry, since it's a functionality on your Windows laptop.  Okay, so please do unplug everything first on your laptop, and then we will do the hard reboot.  Or are you able to get plugged in?\nSpeaker 4: So when, like, I am able to restart it, whenever I enter the pin, I see that black screen.\nSpeaker 3: Do you have Teams on your phone?\nSpeaker 4: Yes, I do.\nSpeaker 3: And then may I ask if I can take a picture of it and then send it to the teams?\nSpeaker 4: Yes.  Can you send me \u2013 can you ping me on Teams?  Then I'll take a picture of it and send it to you.\nSpeaker 3: Sure, sure.  I'll message you now.  All right.\nSpeaker 4: This time, I am able to see the screen after restarting it.  I don't know what happened for this log.  I can ping you from Teams.  I need help in installing VS Code properly.\nSpeaker 3: Oh, sure.  All right, then.  So you're able to restart that and log back in.  All right.  It's taking too long.\nSpeaker 4: Yeah, it's taking time to launch.\nSpeaker 3: No worries, it's okay because it's always taking time when we restart our computer.\nSpeaker 4: I can see your ping.  Hi, ###.\nSpeaker 3: Can we do a remote session then?  Sure.  Let me generate a link for remote session.\nSpeaker 4: Sorry, what I need to do to connect to the remote session?\nSpeaker 3: I just sent you the link for the remote session.  Please follow this.\nSpeaker 4: I need to open that support file, right?  It is saying connecting.\nSpeaker 3: Check that here.  Okay, please click.  OK.  Stop.  Please click OK on the pop-up on your screen.  I did not see any pop-up.  Okay, I got now able to see your screen.  May I ask for the installer then?  May I ask if I can go to the installer of your VS Code?\nSpeaker 4: The file that has been downloaded?  Yes, please.  I'm doing few more options.  Run as administrator.  It will show it is installed and all.  What is this error message that I'm getting?  The installer is not meant to be run as administrator.  If you would like to install VS Code for all the users in the system, download the system installer instead.\nSpeaker 3: What is this?  Checking.\nSpeaker 4: I accept the terms and conditions of the agreement and then next.\nSpeaker 3: Next.\nSpeaker 4: Already.\nSpeaker 3: Yes.\nSpeaker 4: Yes.  Next.  I create a desktop shortcut.  Next.  Install.\nSpeaker 3: Let's check on it.  Okay, so we have the same installer here.\nSpeaker 4: If I do finish, you see it will never come up.  It should be like in the pop-up.  it was like it will open, but it is not opening the application.  Do you want me to open it from here?\nSpeaker 3: No, let's wait for a minute.  May I take over the control on your laptop?\nSpeaker 4: Sure.\nSpeaker 3: Thank you.  Let's minimize this for now.  Opposites already here.  Click on that.  All right, it's taking time.  Not responding.  Let's try to go to control panel, then reinstall that again.\nSpeaker 4: Yes, we use Microsoft.  We record on Microsoft.\nSpeaker 3: Let's click OK for now.  Yes, please continue.  Yeah, you can take over.  Pardon?\nSpeaker 4: Yeah, yeah.\nSpeaker 3: Oh, I can take over?  Yes.  Okay.  Thank you so much.  Let me try to send it to you.  Okay.  Okay.  Download.  This may take some time.  It is okay if we can continue to communicate remotely using this one?  Yeah.  All right.  Thank you so much.  I'll be ending this call for now.\nSpeaker 4: Okay.\nSpeaker 3: Thank you so much.  You're welcome, #######.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve a black screen issue on their company laptop. The issue occurred after uninstalling a PDF Suite and attempting to install Visual Studio Code (VS Code). The employee reported that the laptop displayed a black screen after entering the login PIN, despite multiple restarts. The IT agent guided the employee through troubleshooting steps, including unplugging peripherals and performing a hard reboot. The employee eventually regained access to the laptop but required assistance with properly installing VS Code.\n\nThe IT agent initiated a remote session to assist with the installation. During the session, they identified an error related to running the VS Code installer as an administrator. The agent guided the employee through the correct installation process, including accepting terms, creating shortcuts, and resolving issues with the application not launching. The agent took control of the laptop to troubleshoot further, including reinstalling the software via the control panel.\n\nThe session concluded with the IT agent continuing to assist remotely, while ending the call to focus on resolving the issue. The employee agreed to proceed with remote communication to finalize the installation.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the black screen issue, the troubleshooting steps, and the remote session for VS Code installation. It maintains relevance by focusing on the key events and actions taken during the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without introducing any false or misleading information. However, the summary could be slightly more complete by mentioning the initial steps taken by the IT agent, such as asking for the employee number and email, which are part of the process but were omitted. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee's laptop issue and the IT agent's assistance. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the employee's issue, the IT agent's troubleshooting steps, and the resolution. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, there are some minor details that could be improved, such as providing more specific information about the error message encountered during the VS Code installation. Nevertheless, the summary overall is of high quality.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the initial problem (black screen after PDF Suite uninstall)\n2. Accurately describes the troubleshooting progression (unplugging peripherals, hard reboot)\n3. Captures the transition to the secondary VS Code installation issue\n4. Details the remote assistance process and installation steps\n5. Accurately reflects the call's conclusion\n\nThe summary is well-structured, flowing logically from the initial problem to the resolution attempts. It maintains relevance throughout, avoiding unnecessary details while including critical information. It's concise yet comprehensive, covering both technical issues discussed.\n\nMinor improvements could include mentioning that the black screen issue resolved itself after a restart, rather than implying it was solved through troubleshooting steps. However, this doesn't significantly impact the summary's overall quality, as it captures the essential narrative and technical details accurately.",
        "claude_score": 9.0
      }
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    "predicted_text": "The employee contacted the IT helpdesk to resolve an issue with accessing their laptop, which was locked due to a BitLocker recovery key requirement. The employee explained that their PIN was not being accepted, and they needed assistance retrieving the recovery key. The helpdesk agent clarified that a verification process was required before providing the key. Since the employee did not have access to their Accenture Teams account on their mobile device, the agent initiated an alternative verification process.\n\nThe agent informed the employee that an adaptive card would be sent to their manager for approval. Once approved, the employee would need to call back within 48 hours to proceed, or the ticket would be forwarded to the local tech support office. The employee expressed concern about the delay and asked for clarification on the process, including whether their manager would receive the request via email or Teams. The agent confirmed it would be sent through Teams but could not disclose the recipient's name for security reasons. The employee agreed to follow up with their manager to expedite the process and concluded the call.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For technology and business application support...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com/gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 1.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen and your account has been disabled, press 9.  If you have forgotten your password...\nSpeaker 4: Hi, this is ###### from CIO Service Desk.  May I have your personal number, please?  ########.  All right, so just to make sure if I got it correctly, it's ###############?\nSpeaker 5: Yes, you got it.\nSpeaker 4: All right, awesome.  Thank you for this information.  And also, can I ask your best callback number?  I mean, sorry, your ID?\nSpeaker 5: My ID is ########### at Accenture.\nSpeaker 4: Okay, awesome.  Thank you for this information.\nSpeaker 6: And also, can I ask for your West Callback number?\nSpeaker 4: ############.\nSpeaker 5: ############.  All right.\nSpeaker 6: Thank you for this information.  So, how I can help you today?\nSpeaker 5: So, I'm trying to get into the computer, but it didn't accept my PIN.  So, now I'm trying to look for a BitLocker recovery key.  Can you please set it up for me?\nSpeaker 6: Okay, I see.  Well, I don't really understand your situation here, but don't worry, I will do my best to help you with this one.  So, you cannot sign into your laptop because of the BitLocker recovery key?\nSpeaker 5: Yes, that's what I'm looking for.\nSpeaker 6: Okay.  So, when you're trying to open your laptop, it's asking for your BitLocker recovery key.\nSpeaker 5: Yes, it says enter the PIN to unlock.\nSpeaker 6: Okay, I see.  Well, I really understand that one.  So, one second here.  Let me go ahead and check for this one.  Also, for this one, in order we provide your BitLocker recovery key, may I ask if you have an access?  I mean, we do need to do a verification process first.  All right?\nSpeaker 5: Are you asking me if I have the locker key number?\nSpeaker 6: I mean, before we provide or give you the BitLocker recovery key, we need to do a verification process first.  So, may I ask, do you have an access to your Accenture Teams on your mobile device?\nSpeaker 5: On my mobile device, no.\nSpeaker 6: Okay, I see.  Well, for this one, can I ask, since you don't have any access on that one, One moment here, okay?  Sure.  As for this one, is it okay if I can place the call on hold for one to two minutes?\nSpeaker 5: Okay, sure.  All right, one moment please.  I'm not going to call this job.\nSpeaker 6: Thank you so much for patiently waiting.  So for this one, since you don't have any access on Teams, we will be proceeding with the next verification process wherein we need your manager's approval on this verification process.  For this one, we will be sending an adaptive card to your manager, and adaptive card has been sent to your manager.  And just to set your expectation, once your manager approved the request, ensure to call us back within 48 hours to avoid the ticket closure.  But no worries, we can reopen the ticket within 72 hours.  And if your manager did not approve it within 48 hours, we will forward your ticket on your local tech support office, and they will contact you for further assistance.  All right?\nSpeaker 5: Oh, hang on a second.  This is going to take like a day or so?\nSpeaker 6: Sorry.\nSpeaker 5: Usually, you know, you guys would send me a text on my phone and I would kind of give a code and that's how it would work.\nSpeaker 6: For this one, I do apologize, but it doesn't work that way now.  Because you are clearing the password list, but the verification doesn't allow us to proceed with the verification process.\nSpeaker 5: So this would go to my manager and then he would approve?\nSpeaker 6: Yep.  Once your manager approves it, you should call us back again so that we can proceed with the verification process.\nSpeaker 5: And my manager should get an email?\nSpeaker 6: he will be or they will be receiving this on their Teams workflow.\nSpeaker 5: On the Teams?\nSpeaker 6: Yep, absolutely.\nSpeaker 5: Can I have the name who would be reached out to?  because I just, you know, I can call him too, so he kind of keeps an eye.\nSpeaker 6: I do apologize, #####, but we are not able to provide that one due to security purposes.  But we are looking on your team's organization so that we are able to send this adaptive card to your manager.\nSpeaker 5: Okay.  Could you please make sure to prioritize it?  It is good for him.\nSpeaker 6: Yep.  No worries on that one.  And once your manager approves it, they will be reaching you as soon as possible as well once they approve it.\nSpeaker 5: Okay.  And you cannot disclose me who you would send it to because Okay, that's fine.  All right, I'll call my immediate manager and let him know, and then if it's not him, then he can reach out to the one level up.  Does it usually go to the director level or to the team manager?\nSpeaker 6: I'm checking here on our end.  We're just looking on your organization.  Okay.  All right.\nSpeaker 5: On the Accenture site, right?  Yeah.\nSpeaker 6: Okay.  All right.\nSpeaker 5: Thank you.  All right.\nSpeaker 6: Thank you, and have a wonderful day.\n</call_transcript>\n<summary>\nThe employee contacted the IT helpdesk to resolve an issue with accessing their laptop, which was locked due to a BitLocker recovery key requirement. The employee explained that their PIN was not being accepted, and they needed assistance retrieving the recovery key. The helpdesk agent clarified that a verification process was required before providing the key. Since the employee did not have access to their Accenture Teams account on their mobile device, the agent initiated an alternative verification process.\n\nThe agent informed the employee that an adaptive card would be sent to their manager for approval. Once approved, the employee would need to call back within 48 hours to proceed, or the ticket would be forwarded to the local tech support office. The employee expressed concern about the delay and asked for clarification on the process, including whether their manager would receive the request via email or Teams. The agent confirmed it would be sent through Teams but could not disclose the recipient's name for security reasons. The employee agreed to follow up with their manager to expedite the process and concluded the call.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the BitLocker recovery key and the verification process required. It is relevant, focusing on the main topic of the call. The structure and flow are clear, making it easy to understand. The information is accurate and matches the details in the transcript. However, the summary omits some minor details, such as the employee's initial attempt to use a PIN and the specific steps the agent took to verify the employee's identity. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing their laptop due to a BitLocker recovery key requirement and the subsequent verification process. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript. It accurately describes the employee's issue, the helpdesk agent's response, and the alternative verification process initiated due to the employee's lack of access to their Accenture Teams account.\n\nThe summary is also complete, providing a fair description of the main problems and resolutions discussed in the call transcript. It covers the employee's concerns about the delay and the agent's explanations of the process, including the use of an adaptive card and the need for manager approval.\n\nOverall, the summary meets all the criteria for a high-quality summary, effectively conveying the important information from the call transcript in a concise, relevant, coherent, accurate, and complete manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the initial problem (BitLocker/PIN access issue)\n2. Accurately describes the verification process requirements\n3. Correctly explains the manager approval process and timeframes\n4. Maintains proper sequence of events\n5. Includes relevant details about Teams workflow and follow-up requirements\n\nThe summary is concise while retaining essential information, well-structured, and flows logically. It accurately represents the conversation without including unnecessary details from the transcript. The language is clear and professional.\n\nMinor improvements could include mentioning that the employee noted they usually verify through text messages, showing the contrast with the new process. However, this is a relatively minor detail in the broader context.\n\nThe summary meets all core criteria:\n- Conciseness: Excellent\n- Relevance: High\n- Coherence: Well-structured\n- Accuracy: Fully accurate\n- Completeness: Covers all key points",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "27e31961-e4fa-451b-acc5-89e8f10e2077",
    "train_trial_index": 0,
    "predicted_text": "The call transcript outlines an interaction between a company employee and the IT helpdesk. The automated system provides options for various support categories, including password assistance, applications, telecom, videoconferencing, and learning platforms. It also directs users to self-service resources for resolving issues. Specific instructions are given for users transitioning to a passwordless system, with options to verify account migration, reset passwords, or unlock accounts.\n\nThe employee is placed on hold as all agents are busy, but they are encouraged to explore self-help solutions on the tech support website. Once connected, the IT helpdesk agent requests the employee's email address or employee ID to proceed with assistance. The call primarily focuses on guiding the employee through the initial steps of obtaining support.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 385.0,
      "num_output_tokens": 146.0,
      "inference_runtime": 3.818619966506958,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8148148148148149
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For access and password support, press 0.  For applications, technology, telecom, and mobile devices, press 1.  For videoconferencing services, including TelePresence, Surface Hub, and Accenture Connected Learning, press 2.  For MyLearning Support, press 3.  You can also self-manage and resolve incidents through techsupport.access.\nSpeaker 2: HTTPS://go.passwordless.com/.gopasswordless.  Para verificar si tu cuenta fue migrada a Passwordless, por favor indeza a https://go.passwordless.com/.gopasswordless.  Si eres passwordless, presiona 1 para hablar con un agente o utiliza las opciones de autoyuda del sitio.  Si no eres passwordless a\u00fan, presiona 2 para continuar con opciones de reseteo de contrase\u00f1a y desbloqueo.  Para verificar si tu cuenta fue migrada a passwordless, por favor ingresa a https://go.passwordless.com/.go-passwordless.  Si eres passwordless, presiona 1 para hablar con un agente o utiliza las opciones de autoayuda del sitio.  Si no eres passwordless a\u00fan, presiona 2 para continuar con opciones de reseteo de contrase\u00f1a y desbloqueo.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on tech support.\nSpeaker 1: Thank you for calling CBO.  You are speaking with #######.  Could you please help me with your essential email address or identity employee number?\n</call_transcript>\n<summary>\nThe call transcript outlines an interaction between a company employee and the IT helpdesk. The automated system provides options for various support categories, including password assistance, applications, telecom, videoconferencing, and learning platforms. It also directs users to self-service resources for resolving issues. Specific instructions are given for users transitioning to a passwordless system, with options to verify account migration, reset passwords, or unlock accounts.\n\nThe employee is placed on hold as all agents are busy, but they are encouraged to explore self-help solutions on the tech support website. Once connected, the IT helpdesk agent requests the employee's email address or employee ID to proceed with assistance. The call primarily focuses on guiding the employee through the initial steps of obtaining support.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call transcript, including the automated system's options, the passwordless system instructions, and the agent's request for identification. However, it slightly overstates the interaction between the employee and the IT helpdesk, as the transcript does not show any actual conversation beyond the initial request for identification. The summary is relevant and coherent, with a clear structure and flow. It is mostly accurate but implies more interaction than what is present in the transcript. The summary is fairly complete but could be more precise in reflecting the limited interaction in the transcript.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the interaction between the employee and the IT helpdesk. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nThe summary is accurate, presenting factually correct information from the call transcript. It also provides a fair description of the main problems and resolutions, making it complete. The summary does not contain any false or misleading information.\n\nHowever, the summary could be improved by making it even more concise, as some sentences seem to repeat similar information. Nevertheless, the summary is of high quality, effectively conveying the main points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call transcript while maintaining clarity and brevity. It accurately describes the automated menu options and the passwordless system transition process. The structure is logical, starting with the system options and moving through to the agent interaction.\n\nHowever, there are a few minor issues:\n1. The summary implies this was a complete interaction with an employee, but the transcript only shows the initial automated system and brief agent greeting\n2. The language options (Spanish content) in the transcript aren't mentioned in the summary\n3. The specific URL for passwordless verification is omitted, though this may be intentional for security\n\nThe summary excels in coherence and conciseness, presenting the information in a more organized way than the original transcript. It's relevant and accurate in its content, though it could be more complete by mentioning the bilingual nature of the service. Overall, it provides a good overview of the interaction while maintaining readability and focus on essential information.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "479a3bbc-5f7b-4172-a324-fee9bc18226d",
    "train_trial_index": 0,
    "predicted_text": "The call transcript outlines an interaction with a company's IT helpdesk. The automated system provides options for password resets, account unlocks, and support for technology, business applications, and mobile devices. Callers are prompted to enter their personnel number for identification. A recorded message informs users of high call volumes due to performance issues with \"my key,\" which redirects users to a phishing page when attempting to log in. The IT team is actively addressing the issue, and users are advised not to log additional tickets or contact the service desk about this matter. Apologies are extended for the inconvenience caused. Callers are encouraged to hold or visit the tech support website for alternative solutions.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 276.0,
      "num_output_tokens": 133.0,
      "inference_runtime": 2.9744367599487305,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.\nSpeaker 2: For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\n</call_transcript>\n<summary>\nThe call transcript outlines an interaction with a company's IT helpdesk. The automated system provides options for password resets, account unlocks, and support for technology, business applications, and mobile devices. Callers are prompted to enter their personnel number for identification. A recorded message informs users of high call volumes due to performance issues with \"my key,\" which redirects users to a phishing page when attempting to log in. The IT team is actively addressing the issue, and users are advised not to log additional tickets or contact the service desk about this matter. Apologies are extended for the inconvenience caused. Callers are encouraged to hold or visit the tech support website for alternative solutions.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call transcript. It mentions the automated system options, the need for personnel number identification, and the high call volume due to performance issues with \"my key.\" It also correctly states that users are redirected to a phishing page and that the IT team is working on the issue, advising users not to log additional tickets. The summary is relevant, coherent, and factually accurate. However, it slightly misrepresents the issue by saying \"my key\" instead of \"my key\" performance issues, which could be clearer. Additionally, it does not mention the option to press 1 if the personnel number is unknown, which is a minor detail but part of the completeness criterion.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary effectively conveys the main information from the call transcript, including the automated system options, the issue with \"my key,\" and the IT team's efforts to resolve it. The summary is concise, with a clear structure and flow of ideas, making it easy to understand. The information presented is relevant to the main topic and factually correct. The summary also provides a fair description of the main problem and the resolution, advising users not to log additional tickets or contact the service desk. However, some minor details, such as the option to press 1 for contractors or those who do not know their personnel number, are omitted. Overall, the summary is well-written and effectively captures the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures all key elements of the call transcript:\n1. Accurately describes the menu options (password reset, account unlock, tech support, mobile devices)\n2. Mentions the personnel number requirement\n3. Details the main issue (my key performance problems and phishing page redirect)\n4. Includes the current status (team working on resolution)\n5. Conveys instructions (no need for additional tickets)\n6. Notes alternative support options (website)\n\nThe summary is well-structured, flowing logically from initial menu options to the specific problem and resolution steps. It maintains relevance throughout, avoiding unnecessary details while preserving all crucial information. The language is clear and coherent, making it easy to follow.\n\nThe only minor drawback is that it could have been slightly more concise by combining some of the menu options into a shorter list, but this doesn't significantly impact its overall quality.\n\nThe summary achieves high marks across all evaluation criteria, with particular strength in accuracy and completeness.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "6c54f64b-74c6-4d86-af6d-927a4f685fc9",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with logging into Microsoft Teams due to an authentication problem with the Authenticator app. The helpdesk agent verified the employee's details and explained the process to generate a temporary access pass to set up phone sign-in. The employee was instructed to access their company laptop, log into a specific site, and create a temporary access pass. After some delays and an initial error, the employee successfully generated the pass and used it to set up phone sign-in on the Authenticator app. This resolved the login issue, and the employee was able to access Teams on their phone. The call concluded with the agent confirming the resolution and informing the employee about a feedback survey. The employee expressed satisfaction, and the call ended.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1230.0,
      "num_output_tokens": 151.0,
      "inference_runtime": 3.467958927154541,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.  For video conferencing services such as... For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact.\nSpeaker 4: Hi, this is ###.  Thank you for calling the AOL Service Desk.  Can I have your employee number?  Yeah, it is ########.  Thank you.  And can I confirm your enterprise ID?  Yeah, ##############.  Thank you, ######.  And in case this call got disconnected, can you provide me your callback number?\nSpeaker 5: Yeah, ############.\nSpeaker 4: Thank you so much, ######.  And how can I help you today?\nSpeaker 5: Yeah, so I'm not able to log in my Teams.  You know, there is some issue with the Authenticator app.  Yeah, so will you be able to explain that?  confirm phone, you know?  set up or something.  Earlier it was working today.  I don't know what happened later on in the day.\nSpeaker 4: I see.  So basically you're going to log into your phone on your account due to authentication issue.\nSpeaker 5: Yeah, I can set up phone sign-in to finish recovering this account.\nSpeaker 4: I see.  So researchers, I'll be assisting you with this ###### for this issue and I'm sorry for the inconvenience.  So regarding for the error that you have or It's asking you to set up phone sign-in.  So we can generate a temporary access pass that would be used for setting up your phone sign-in.  So we will be needing your Accenture machine for this.  Do you have access to it right now?\nSpeaker 5: To my laptop?\nSpeaker 4: Yes.\nSpeaker 5: Okay, give me a minute.\nSpeaker 4: Yes.  And I'll be pinging you on Teams of the site where we can create a temporary access pass.  for setting up your phone sign in.  Thank you.  So just tell me once you're on your machine.\nSpeaker 5: I'm just like switching it on.  Give me a minute.\nSpeaker 4: Yes.  Is your machine started up?\nSpeaker 5: Yeah, I'm just starting it.\nSpeaker 4: Yeah, thank you.  Just confirm if you received my ping on Teams.\nSpeaker 5: Yeah, give me a minute.  It's not, I'm just starting it.\nSpeaker 4: Yes.  So what we're seeing right now?\nSpeaker 5: Yeah, it's just starting.\nSpeaker 4: Great.  So once you open the site, please log in to it.  Then select your Accenture email.  Then hit create tab.\nSpeaker 5: I don't know why it's taking time, but yeah, just give me a minute.  Yeah, okay.  So, okay, let me select create tab, okay.\nSpeaker 4: So, once you created the tab, please take a screenshot of it because the window would close after 30 seconds.\nSpeaker 5: Okay.  I clicked on Create Tab, but it's just going around.\nSpeaker 4: Yes, it may take a while, so don't worry.\nSpeaker 5: An error occurred.  Your tab has not been produced.\nSpeaker 4: It's okay.  Just refresh the page and try again.\nSpeaker 5: Oh, is it?  Okay.\nSpeaker 4: So what are you seeing right now?\nSpeaker 5: Yeah.  Okay, so I got the tab.  What do I need to do then next?\nSpeaker 4: Next is once you save the tab or take a screenshot of it, can you open your Authenticator app?  And proceed to set up phone sign-in.\nSpeaker 5: Okay.\nSpeaker 4: Okay.  Temporary access code, okay?  Correct.  Let me enter.  To enter the tab, please proceed.  creating a temporary access pass.  It should work after setting it up.\nSpeaker 5: Okay.\nSpeaker 4: So please check.\nSpeaker 5: Yeah, let me log in to the Teams now from my phone.\nSpeaker 4: Yes, please try it now.  So what are you seeing right now?\nSpeaker 5: Yeah, I'm just trying because it seems... Yeah, I think it's okay now.\nSpeaker 4: Great.  So is there anything else I can do to help you with?\nSpeaker 5: No, that's pretty much it.  Thanks for this.\nSpeaker 4: You're welcome.  So as a resolution, you'll be receiving a survey via email.  If you do have some feedback, please provide one.  Thank you for calling today and have a great day ahead.\nSpeaker 5: You too.  Bye.  Mm-hmm.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with logging into Microsoft Teams due to an authentication problem with the Authenticator app. The helpdesk agent verified the employee's details and explained the process to generate a temporary access pass to set up phone sign-in. The employee was instructed to access their company laptop, log into a specific site, and create a temporary access pass. After some delays and an initial error, the employee successfully generated the pass and used it to set up phone sign-in on the Authenticator app. This resolved the login issue, and the employee was able to access Teams on their phone. The call concluded with the agent confirming the resolution and informing the employee about a feedback survey. The employee expressed satisfaction, and the call ended.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the authentication issue with the Authenticator app and the steps taken to resolve it. It maintains relevance by sticking to the main topic without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the key actions and outcomes from the transcript. However, it omits some minor details, such as the initial high call volume message and the specific error messages encountered. Overall, it provides a fair description of the main problem and resolution.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the employee's login issue with Microsoft Teams and the helpdesk agent's assistance. The summary's structure is coherent, making it easy to follow and understand the sequence of events. The information presented is accurate, aligning with the details in the call transcript. The summary also provides a complete description of the problem and its resolution, covering the key points discussed during the call. However, some minor details, such as the initial automated messages and the mention of performance issues with MyT, are omitted, but these do not impact the overall understanding of the main issue and its resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (Teams login/authentication problem)\n2. Accurately describes the solution process (temporary access pass generation)\n3. Includes the successful resolution\n4. Maintains proper chronological flow\n5. Captures essential details without unnecessary information\n\nThe summary demonstrates strong coherence, moving logically from problem identification through resolution. It's concise while including all relevant details, avoiding the technical back-and-forth that occurred during the laptop startup and initial error. The accuracy is excellent, with no misrepresented information. In terms of completeness, it covers all major aspects including initial verification, problem description, solution steps, and call conclusion.\n\nMinor improvement could be made by mentioning that the initial error required a page refresh, but this detail isn't crucial to understanding the interaction's core elements.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "69cfe4f8-8844-410b-b3f8-0ce8e486153f",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT assistance for issues accessing Microsoft Teams and SharePoint on their Windows laptop. The employee reported being unable to log in to these applications, though Outlook was functioning. The IT helpdesk agent confirmed the issue was related to the employee's account being listed under \"soft conditional access,\" which restricted access to certain applications.\n\nThe agent guided the employee to check their device compliance status via the company\u2019s support site, confirming there were no red flags or non-compliant devices. After further investigation, the agent escalated the issue to remote technicians, who would remove the employee's account from the conditional access list. The agent informed the employee that the issue should be resolved within 1-2 hours and assured them that follow-up would be handled by the IT team, eliminating the need for the employee to call back.\n\nThe call concluded with the employee acknowledging the resolution plan and the agent thanking them for their patience.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor, or do not know your personnel number.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 4: Hi, this is ### from CIO Service Desk.  May I have your personnel number, please?\nSpeaker 5: It's #########.\nSpeaker 4: Your personnel number or employee number?  Hello?  Hello?\nSpeaker 5: Yes.  It's ########.  Is this not the number?\nSpeaker 4: Your personnel number or employee ID number, please.\nSpeaker 5: That's what I'm saying.\nSpeaker 4: Okay.  And how about your enterprise ID or Accenture email?\nSpeaker 5: Accenture email is ##########.  ##########.\nSpeaker 4: Could you please spell that out for me?  Thank you so much.\nSpeaker 5: Okay.  # as in ###, # as in ### #####, # as in #####, # as in ######, # as in #####, ###, # as in #####, # as in #####, # as in #####, # as in ### at Accenture.com.\nSpeaker 4: Okay, thank you so much for that #itra and your callback number as well please.\nSpeaker 5: My callback number is ############.\nSpeaker 4: Okay, let me just go ahead and try to pull up your card here.\nSpeaker 5: Sure.\nSpeaker 4: And by the way, while I'm pulling up your account here, how can I help you today?\nSpeaker 5: So my team is not working on my laptop.  It's asking me to sign in, but when I'm trying to sign in, it's giving me an option.  I'm saying it's giving me that you cannot access this right now.  And I'm unable to log in any Microsoft accounts or any SharePoint links.\nSpeaker 4: May I ask, #####, what machine you're using?  Is it a Mac or a Windows laptop?\nSpeaker 5: It's a Windows laptop.\nSpeaker 4: Okay.  So, by the way, I'm very sorry to hear, #####, that you're not able to get back to your Teams.  you're not able to access it, and it is not letting you in.  But don't worry, since you got in here on the line, I am more than happy to check this one here that we're at, okay?  So, by the way, may I ask, aside from Microsoft Teams and the links that you're trying to access, are you not able to access other applications as well?\nSpeaker 5: Okay, I'm not able to access other applications as well.\nSpeaker 4: I may ask if you can access Outlook or not.  Hello?\nSpeaker 5: So I'm able to work on Outlook, but not on SharePoint and Teams.\nSpeaker 4: Okay.  So I'll be checking that one now.  So is it okay if I put this call on hold first for about 10 minutes, #######, and then I'll get back to you?  Sure.  Okay, one moment please.  Hi, thank you so much for patiently waiting, #####.  So could you please open a browser and let's check on the support site what parameters needed to be remediated because as per checking here, you are currently listed on soft conditional access, which is why you're not able to access Microsoft Teams and SharePoint site.  So please go to support.accenture.com.  You can use Edge or I mean, you can use Edge browser to access that one.\nSpeaker 5: Okay, give me one second.\nSpeaker 4: Okay, please click the tabs devices.\nSpeaker 5: Okay.\nSpeaker 4: And then once you click that devices, do you see one compliant device or one non-compliant device?\nSpeaker 5: I see compliant device.\nSpeaker 4: And do you see any red icons besides of your, besides of the laptop icon?\nSpeaker 5: No, I don't.  I see only few blue and mostly green items.\nSpeaker 4: Okay, so is it okay if I put this phone on hold again for about two minutes, #####, and then I'll reach out to our remote technicians now, and I'll get back to you within two minutes.  Okay, perfect.  One moment, please.  Hi, thank you so much for patiently waiting, #####.  By the way, I already forwarded your information to our remote technicians, and then they will be removing your account under CA so that you can access Microsoft Teams and SharePoint sites again, okay?  So you'll just need to wait for your account to be removed within one to two hours, okay?\nSpeaker 5: Okay, okay.  And if it doesn't, then I'll call you back again?\nSpeaker 4: No, I am the one who will be following you up, so you don't need to call us back.\nSpeaker 5: Sure.\nSpeaker 4: Thank you so much.  You're very much welcome.  Have a great day.\nSpeaker 5: You too.  Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT assistance for issues accessing Microsoft Teams and SharePoint on their Windows laptop. The employee reported being unable to log in to these applications, though Outlook was functioning. The IT helpdesk agent confirmed the issue was related to the employee's account being listed under \"soft conditional access,\" which restricted access to certain applications.\n\nThe agent guided the employee to check their device compliance status via the company\u2019s support site, confirming there were no red flags or non-compliant devices. After further investigation, the agent escalated the issue to remote technicians, who would remove the employee's account from the conditional access list. The agent informed the employee that the issue should be resolved within 1-2 hours and assured them that follow-up would be handled by the IT team, eliminating the need for the employee to call back.\n\nThe call concluded with the employee acknowledging the resolution plan and the agent thanking them for their patience.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the employee's issue with accessing Microsoft Teams and SharePoint, the troubleshooting steps taken, and the resolution plan. The information is relevant and directly related to the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. It accurately reflects the details of the call, including the issue with \"soft conditional access\" and the steps taken by the IT agent. However, it omits some minor details, such as the initial difficulty in providing the personnel number and the specific steps the employee took on the support site. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's IT issue and the steps taken to resolve it. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly identifies the issue (the employee's account being listed under \"soft conditional access\"), the steps taken to troubleshoot (checking device compliance status), and the resolution (escalating to remote technicians to remove the account from the conditional access list). \n\nThe summary also provides a fair description of the main problems and resolutions, making it complete. However, it does not mention the initial automated messages and the employee's initial confusion about their personnel number, but these are not crucial to the main issue at hand.\n\nOverall, the summary effectively captures the essence of the call transcript without omitting critical details or including irrelevant information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Clearly identifies the main issue (Teams/SharePoint access problems)\n2. Accurately describes the root cause (soft conditional access restrictions)\n3. Documents the troubleshooting steps (checking device compliance)\n4. Includes the resolution plan (removal from CA list within 1-2 hours)\n5. Notes the follow-up arrangement\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution. It accurately reflects the conversation without including unnecessary details like ID verification steps. The language is clear and professional, making it easy to understand the situation and outcome.\n\nThe only minor improvement could be mentioning that the device compliance check showed blue and green indicators (suggesting good status), but this detail isn't crucial to understanding the core issue and resolution.\n\nOverall, the summary excels in all evaluation criteria: conciseness, relevance, coherence, accuracy, and completeness.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "bd1034a5-aa68-44c6-bab7-7b3243bc2dbe",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk regarding the reactivation of their enterprise ID, which had been deactivated due to the expiration of their contract on September 30th. The employee explained that their contract had since been extended to October 14th and requested help to reactivate their account. \n\nThe IT agent confirmed the employee's details, including their enterprise ID and employee code, but informed them that the issue needed to be addressed by a specific team responsible for such updates. The agent provided the contact information for the respective team and advised the employee to reach out to them for further assistance. \n\nThe employee expressed that they had previously interacted with the same team to extend their contract and hoped the IT helpdesk could assist directly. However, the agent reiterated that only the designated team could resolve the issue. The call concluded with the employee acknowledging the instructions and thanking the agent for their help.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, telecom and...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, Press 3.  To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.\nSpeaker 1: If you are not passwordless yet, press 2 to continue with further options for If you are unable to login to your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press 3.  If you are unable to login to your PC due to an error at the login screen and your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press 3.  If you are unable to log into your PC, due to an error, the login screen in your account has been disabled.  Press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit my...\nSpeaker 3: I can give you my email address.  It's ######, ###########.  Yeah.  And last name is #-#, # as in ####, # as in ######, # as in #####, # as in #####, # as in #####, # as in #####, # as in ###, and # as in #####.\nSpeaker 4: Okay.  So here I'm just fetching out your details.  So in the meanwhile, I'm fetching your details.  So can you please tell me how may I assist you today?\nSpeaker 3: Sure.  I think my ID, enterprise ID was deactivated, I think, because I think there was an end date on my account.  But now it's been extended for a couple of days.  So I just want to see how we can react with this.\nSpeaker 4: OK.  I'll surely help you out in this case.  We're really sorry for the inconvenience caused to you.  So before that, could you please confirm me your first name, not last name, because the number, like the enterprise ID that you just provided to me is not valid.  So I'm repeating it for you.  Can you please, like, inform it to me, is that correct or not?  So it's ###########.  This is your first name, dot.  Then after that, it's ###############.\nSpeaker 3: Is that correct?  ##\nSpeaker 4: Okay, yeah, I got your details.  Okay, so the you can do one thing.  as per our cause it's showing former contractor.  so Like you are showing its former employee, okay.\nSpeaker 3: So now if you look at my work or anything, it's been extended.  So it's already in place now.  Sorry But the contract date has been extended now.  So now it's been extended.  So I think it's, initially it was September 30th, and I think due to which it got deactivated, but now it has been extended to October 14th.\nSpeaker 4: Yeah, so do you have your, like, can you please provide me your SAP ID?\nSpeaker 3: SAP ID?\nSpeaker 4: Yeah, your employee code.\nSpeaker 3: You mean to say like employee ID or?\nSpeaker 4: Yeah, employee ID.  No worries ######, if you don't have those details, you can provide me your enterprise ID, like your Accenture email address.\nSpeaker 3: Right, ##############################.  Okay.\nSpeaker 4: Okay, ######, I request you to please write your concern to the respective team, that is ########################.  You can write your concern to them, okay, and they'll be assisting you further.\nSpeaker 3: So only they can do it because I know I already had interacted with them.  So they were the ones who was able to extend it in the IQM.\nSpeaker 4: Yeah.\nSpeaker 3: So I thought maybe you could, okay.  So I still have to reach out to them or?\nSpeaker 4: Yeah, like you have to reach out to them and they'll provide you the update, the best update, the recent update they can give you.  Okay.\nSpeaker 3: All right.\nSpeaker 4: Yeah.  Yeah.  Is there anything that I can assist you with?\nSpeaker 3: That's all I guess.  Yeah.  Thank you.\nSpeaker 4: Yeah.  Thank you for contacting CIO.  Have a good day.  Bye-bye.  Bye.  Bye.\nSpeaker 3: Bye.\nSpeaker 4: Hello, are you able to hear me?\nSpeaker 3: Yeah, yeah.  I think I'm good now.  Yeah.  Good, yeah.\nSpeaker 4: Thank you.  Yeah, so you need to disconnect this call, yeah?  Thank you for contacting CIO.  Have a good day.  Bye-bye.\nSpeaker 3: Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk regarding the reactivation of their enterprise ID, which had been deactivated due to the expiration of their contract on September 30th. The employee explained that their contract had since been extended to October 14th and requested help to reactivate their account. \n\nThe IT agent confirmed the employee's details, including their enterprise ID and employee code, but informed them that the issue needed to be addressed by a specific team responsible for such updates. The agent provided the contact information for the respective team and advised the employee to reach out to them for further assistance. \n\nThe employee expressed that they had previously interacted with the same team to extend their contract and hoped the IT helpdesk could assist directly. However, the agent reiterated that only the designated team could resolve the issue. The call concluded with the employee acknowledging the instructions and thanking the agent for their help.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with their deactivated enterprise ID and the extension of their contract. It is relevant, focusing on the main topic of the call. The summary is coherent, with a clear structure and flow of ideas, making it easy to understand. It is also accurate, correctly reflecting the details of the call without any false or misleading information. However, it misses some minor details, such as the repeated confirmation of the employee's details and the specific instructions given by the agent. Overall, it provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their enterprise ID and the IT agent's response. The summary has a clear structure, making it easy to follow and understand, which indicates good coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the reason for the enterprise ID deactivation, the contract extension, and the IT agent's advice to contact a specific team for resolution. The summary also captures the main problem (the deactivated enterprise ID) and the proposed resolution (contacting the specific team), indicating completeness.\n\nHowever, the summary could be slightly improved by including more specific details about the actions the employee and the IT agent took during the call, but overall, it provides a fair and accurate representation of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately presents the core issue (deactivated enterprise ID due to contract end date)\n2. Correctly states the contract extension details (Sept 30 to Oct 14)\n3. Properly describes the agent's response and resolution path\n4. Maintains good coherence with clear problem-solution structure\n5. Includes relevant context about previous interactions\n\nThe summary is concise while including all essential information. It's well-organized, flowing logically from problem identification to attempted resolution. The information is accurate, matching the transcript without any misrepresentations. It effectively captures both the employee's hope for direct assistance and the agent's limitation in providing it.\n\nMinor improvement could be made by mentioning the specific email address the employee was directed to contact, but this omission doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "7c39a707-74f8-4a52-b68c-497627e0b751",
    "train_trial_index": 0,
    "predicted_text": "The call involved a former employee seeking assistance from the IT helpdesk to access the Accenture former employee portal to retrieve their 2023 W-2 form. The employee reported that their personal email address, which had been used for prior communications, was not recognized by the portal. The helpdesk agent explained that a ticket would need to be created and forwarded to the former employee support team to update the email address in the system.\n\nThe agent collected necessary details, including the employee's official end date, last supervisor's name, updated personal email address, last office location, and position level (CL 7, Manager). The agent assured the employee that the ticket would be escalated, and instructions for accessing the portal would be sent to the updated email address. The employee requested the ticket number to be emailed to them, which the agent confirmed would be done.\n\nThe call concluded with the agent advising the employee to monitor their email for updates from the support team. The employee expressed gratitude, and the call ended.",
    "base64_images": [],
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      "call_summarization_score": 0.8888888888888888
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, You can also resolve many issues online via techsupport.accenture.com.  For enterprise password reset and account unlock, press 0.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 4: Thank you.  Let me repeat.  It's ##########.  Is that correct?  Yes.  Yes.  Thank you.  How about your enterprise ID?\nSpeaker 5: Huh?  Oh.  ##############.\nSpeaker 4: Thank you for that information.  Yeah.  Hi, #####.  Will you provide your best callback number?  #######.  Let me repeat.  It's ############.  Is that correct, #####?  Yes.\nSpeaker 5: Yes.\nSpeaker 4: Thank you.  And how can I help you today?\nSpeaker 5: I was trying to log on to the former Accenture employee portal, and it does not recognize my personal email address.\nSpeaker 4: Oh, I'm so sorry, #####.  Let me help you.  What we need to do here is we need to create a ticket that will be forwarded to the former employee support team so that they will be the one to update your personal, what I mean is your personal email address here in our system.  I'll be getting all the information needed here in our system.  One moment please.  Okay, Ford, one moment.\nSpeaker 5: I mean, ultimately, I just need my 2023 W2 and I need it hopefully as fast as possible.\nSpeaker 4: Yes, you're going to access that one through that site, right?\nSpeaker 5: Yeah, I mean, and you guys, like, I've updated this a number of times.  It should, all the information should be there.  I receive email, I have received emails for you, from you guys at my personal email address, so I don't know what the issue is.\nSpeaker 4: Yeah, but when you log into the former employee portal, your email does not recognize.  That is why we need to create a ticket for this one that will be provided to the assigned team.  So, will you please provide me?  your official end date, your essential official end date?\nSpeaker 5: ######## ###, ####.\nSpeaker 4: ######## #, ####?\nSpeaker 5: Yeah.  Yeah, I'm pretty sure that's correct.\nSpeaker 4: Okay.  And do you remember your most recent career, counselor or supervisor?\nSpeaker 5: ###############.\nSpeaker 4: ######, can you spell out the first and last name, please?  Just want to make sure that I have the right information.\nSpeaker 5: Yeah.  ######, ###########, ########, ###############.\nSpeaker 4: #######.  ###############.  #########.  Okay, thank you for that information.  May I know the updated personal email address to be used as updated log-in name?\nSpeaker 5: Sorry, did you ask for my personal email address?  Yes.  ########, ###############, at #########.\nSpeaker 4: Thank you for that information.  One moment.  Okay, that's # for #############, your first name, dot your last name, ########, at #########.\nSpeaker 5: Correct.\nSpeaker 4: Thank you.  And may I know your last office?\nSpeaker 5: Sorry, can you repeat that please?\nSpeaker 4: Your last office.\nSpeaker 5: #########, ##############.\nSpeaker 4: Okay, #########.  Thank you.  And how about your last position level?\nSpeaker 5: Sorry, one second.  What was the question?\nSpeaker 4: Your last.  Position level.\nSpeaker 5: My last official.  what?\nSpeaker 4: Position level, your position.\nSpeaker 5: Manager.\nSpeaker 4: Manager, thank you.  What CL, or what level?  Are you CL 7, 6, or?  7.  Okay, CL 7.  Okay, so One moment.  Let me forward this information first.  I'll be providing your ticket number, and then the support team will be the one to contact you for the instruction for you to log into the former employee portal with your updated email address.  This is your ticket number.  Do you have pen and paper there?\nSpeaker 5: No.  Can you email it to me?\nSpeaker 4: to your email address that the one you provided to me?\nSpeaker 5: Yes, that's the one that I have.  So, yeah.\nSpeaker 4: Okay.  Yeah, sure.  Thank you.  So, we're going to email your ticket number, and then I will be providing this ticket to the support team.  So, since I already have all the information needed here, I'm going to put your email address phone number, which is the number that you provided to me, the ############.  Okay.  Okay, so they will be providing you the instruction.  Just wait for their update.  Just check your email from time to time, okay, for you to be able to log in to the Accenture former employee site.  Have a great day, and thank you for calling CIO.  Bye now.  I'm going to email your incident details.  You're welcome.  Bye-bye.  Bye.  Hi, #####.  You can disconnect the call now.  We're not allowed to end the call.  Thank you.  Bye-bye.  Okay.\nSpeaker 5: Thank you.\n</call_transcript>\n<summary>\nThe call involved a former employee seeking assistance from the IT helpdesk to access the Accenture former employee portal to retrieve their 2023 W-2 form. The employee reported that their personal email address, which had been used for prior communications, was not recognized by the portal. The helpdesk agent explained that a ticket would need to be created and forwarded to the former employee support team to update the email address in the system.\n\nThe agent collected necessary details, including the employee's official end date, last supervisor's name, updated personal email address, last office location, and position level (CL 7, Manager). The agent assured the employee that the ticket would be escalated, and instructions for accessing the portal would be sent to the updated email address. The employee requested the ticket number to be emailed to them, which the agent confirmed would be done.\n\nThe call concluded with the agent advising the employee to monitor their email for updates from the support team. The employee expressed gratitude, and the call ended.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the email address not being recognized and the need to create a ticket. It is relevant, focusing on the main topic of accessing the former employee portal to retrieve the W-2 form. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the details from the transcript correctly. However, the summary could be slightly more complete by mentioning the high call volume and the initial automated messages, which provide context to the call. Overall, it captures the essential details and resolution steps well.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key issue of the former employee's inability to access the Accenture former employee portal. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary accurately reflects the information presented in the call transcript, including the employee's issue, the helpdesk agent's solution, and the necessary details collected. The summary also provides a fair description of the main problem and resolution, making it complete.\n\nHowever, the summary could be improved by including more specific details about the employee's issue, such as the \"gone fishing\" page error mentioned in the call transcript. Nevertheless, the summary overall is of high quality, effectively conveying the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It effectively condenses a lengthy transcript into three clear paragraphs while maintaining essential information.\n2. Relevance: All included information directly relates to the core issue (portal access for W-2 retrieval) and its resolution process.\n3. Coherence: The summary follows a logical structure - problem statement, data collection, and resolution steps.\n4. Accuracy: Details such as the purpose (W-2 retrieval), position level (CL 7, Manager), and resolution process are correctly represented.\n5. Completeness: It captures the main concern (email recognition issue), the solution process (ticket creation), and next steps (waiting for email instructions).\n\nMinor improvement could be made by mentioning the initial automated message about MyKey performance issues, though this wasn't directly relevant to the caller's specific issue. Overall, the summary effectively captures the essence of the interaction while maintaining clarity and accuracy.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "3be91fa8-9bbb-4df1-97ed-33293eab87f9",
    "train_trial_index": 0,
    "predicted_text": "A new employee contacted the IT helpdesk for assistance with setting up their company-issued laptop. The employee explained that they were stuck on the \"Account Setup\" screen during the setup process, with the device preparation and setup steps completed but the account setup step stalled for over an hour. The employee did not have their employee ID but provided their company email and callback number.\n\nThe IT agent confirmed the issue and apologized for the inconvenience. After consulting with the support team, the agent informed the employee that the issue would need to be escalated to the local tech support team, as remote troubleshooting was not possible without account access. The local team would contact the employee directly using the provided callback number to resolve the issue. The employee agreed to wait for the follow-up and thanked the agent for their assistance. The call concluded with the agent documenting the issue and ensuring the employee's contact details were noted for the local tech support team.",
    "base64_images": [],
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.\nSpeaker 2: For Technology and Business Application Support, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting.\nSpeaker 4: All right.\nSpeaker 5: May I have your personal number, please?\nSpeaker 4: Did you say my mobile number?\nSpeaker 5: Your employee ID number, please.\nSpeaker 4: Well, I actually don't have the employer ID number.  I have my email.  I'm a new employee.  I start on the 14th.\nSpeaker 5: Oh, okay, sure.  Could you please provide your Accenture email and please spell that out for me?  Thank you so much.\nSpeaker 4: Yes, Mr.  #######, that's ##### as in ###, ####### dot #####, ##### as in #####, # as in #####, #, # as in #####, at Accenture.\nSpeaker 5: Okay, thank you so much for that, #######, and your callback numbers, please.\nSpeaker 4: It's ############.  Okay, perfect.\nSpeaker 5: So, uh, yep.  Let me just go ahead and try to pull up your account here.  One moment, please.\nSpeaker 4: Okay.\nSpeaker 5: Okay, still pulling up here.  And, uh, by the way, #####, how, um, yep.  How can I help you today?\nSpeaker 4: Yeah, so, um.  While I was setting up my computer, I got a little packet, you know, to set up the computer or whatever, and I only made it to, like, step number 10.  And right now it's just showing me the account setup screen.  Like, it's.  It's the setting up for work or school screen, and it has the device preparation, device setup, and the account setup.  I show that the device preparation and the device setup is complete, but the account setup, it's still saying working on it, and it's been like that for like over an hour.  So I think I'm stuck at the account setup screen.  It's not going any further than that.\nSpeaker 5: Okay, I see.  So yeah, by the way, #######, I'm very sorry to hear that you are having an issue setting up your machine.  But don't worry, since you got me here on the line, I am more than happy to check this one here.  number, okay?  May I ask, #######, if the machine that you're setting up is an Accenture-managed machine or an Antwerp machine?  of an Embraer machine?\nSpeaker 4: Well, it's a laptop.\nSpeaker 5: Okay, I see.  Okay.  By the way, is it okay if I put this phone on hold for about two minutes and I'll get back to you?  I'll just check this one with our support team.\nSpeaker 4: Sure.\nSpeaker 5: Okay, one moment, please.  Hi, thank you so much for patiently waiting.  So by the way, ######, as per checking with our support team here, we need to forward your ticket to your local tech support team so that they can check the issue with setting up your machine, okay?  Because you will not be able to conduct a remote session with you if you will not be able to access your machine.  So by forwarding this ticket to your local tech support team, they are the one who will be performing troubleshooting with your machine.  And then you'll just need to wait for them to reach you out.\nSpeaker 4: Okay.  Will they give me a call back?\nSpeaker 5: Actually, yes.  I'll document here that you don't have access to anything of your account.  And the only thing that you have is your call back number here.\nSpeaker 4: Okay.\nSpeaker 5: Okay.  So, yeah.  Thank you so much for your kind understanding, Mr.  ######.  Please keep your lines open.  and then they will be reaching out via callback number that you provided.\nSpeaker 4: All right.  Will do.  Thank you so much.\nSpeaker 5: You're very much welcome.  Have a great day.\nSpeaker 4: All right.  You as well.\n</call_transcript>\n<summary>\nA new employee contacted the IT helpdesk for assistance with setting up their company-issued laptop. The employee explained that they were stuck on the \"Account Setup\" screen during the setup process, with the device preparation and setup steps completed but the account setup step stalled for over an hour. The employee did not have their employee ID but provided their company email and callback number.\n\nThe IT agent confirmed the issue and apologized for the inconvenience. After consulting with the support team, the agent informed the employee that the issue would need to be escalated to the local tech support team, as remote troubleshooting was not possible without account access. The local team would contact the employee directly using the provided callback number to resolve the issue. The employee agreed to wait for the follow-up and thanked the agent for their assistance. The call concluded with the agent documenting the issue and ensuring the employee's contact details were noted for the local tech support team.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the account setup screen, the lack of an employee ID, and the provision of an email and callback number. It also accurately describes the IT agent's response and the escalation to the local tech support team. The summary is relevant, focusing on the main topic of the call, and is coherent, with a clear structure and flow of ideas. However, it omits some minor details, such as the initial high call volume message and the specific steps the employee had completed. These omissions do not significantly impact the overall understanding of the call but slightly affect completeness. Overall, the summary is accurate and provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is of high quality, effectively conveying the main points of the call transcript in a concise manner. It accurately captures the employee's issue with setting up their laptop, the IT agent's attempts to troubleshoot, and the eventual escalation to the local tech support team. The summary is well-structured and easy to follow, making it coherent and understandable.\n\nThe summary also scores well in terms of relevance, focusing on the key aspects of the call and avoiding unnecessary details. It is factually correct, with no apparent inaccuracies or misleading information. Additionally, the summary provides a fair description of the main problems and resolutions, making it complete.\n\nThe only potential area for improvement is in the level of detail provided. However, given the need for conciseness, the summary strikes a good balance between brevity and completeness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the caller as a new employee with laptop setup issues\n2. Accurately describes the specific problem (stuck at account setup screen)\n3. Notes the lack of employee ID and alternative identification provided\n4. Correctly captures the resolution process (escalation to local tech support)\n5. Includes the follow-up plan (callback arrangement)\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution. It focuses on relevant information while omitting unnecessary details like exact email spelling and pleasantries. The information presented is accurate and matches the transcript without any misrepresentation. The summary provides a complete picture of both the issue and its resolution pathway.\n\nMinor improvement could be made by mentioning the initial automated message about system-wide phishing issues, though it wasn't directly relevant to this specific case.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "06feefba-6e22-40eb-aac2-a7c55a8d25a9",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with accessing their Accenture Teams and Outlook accounts on their mobile device. The employee had previously used client login credentials for these applications but had logged out after the assignment ended. Upon attempting to log in with their Accenture credentials, they encountered an error stating that the organization data needed to be managed by Accenture Teams.\n\nThe IT agent identified that the issue was likely caused by cached data from the previous client account. The agent instructed the employee to uninstall and reinstall the relevant applications, including Outlook, Teams, and the company portal, but not the Authenticator app. The employee was advised to reboot their phone after uninstalling the apps to ensure the changes took effect. The agent also clarified that the apps could be downloaded directly from the App Store.\n\nThe employee expressed a preference to resolve the issue immediately but agreed to restart their phone and follow the steps provided. They were advised to log in to the company portal first using the Authenticator app before accessing Outlook and Teams. The call concluded with the employee agreeing to reach out again if the issue persisted.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlocks, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\nSpeaker 4: Calling services.  This is ########.  May I have your personnel number, please?  It's ###########.  Pardon, please.  It's ########.\nSpeaker 5: ########?  No, no, #######.  I can repeat #################.\nSpeaker 4: Just one moment please.\nSpeaker 5: Sure.\nSpeaker 4: ####, can you confirm your email address?\nSpeaker 5: It's ##########################.\nSpeaker 4: I think I got the wrong one here.  #########.\nSpeaker 5: No.  ##########.\nSpeaker 4: Nine numbers?\nSpeaker 5: Yes.\nSpeaker 4: All right.  It's only eight numbers for personnel number.\nSpeaker 5: Okay, then remove the last one.\nSpeaker 4: All right, ####, thank you so much.  Can you give me also your call back number?\nSpeaker 5: Call back number ############.\nSpeaker 4: Thank you so much and sorry about this issue encountering right now.  Rest assured, I'll try my best to assist you today.  How can I help you today, by the way?\nSpeaker 5: Okay, so I have my client.  I had my client login information on Teams and Microsoft Outlook.  And so I had to log out because the assignment is over.  Now I'm trying to log into my Accenture Teams and Outlook, but it's saying the organization data needs to be managed by the Accenture Teams.  That's why I called in.\nSpeaker 4: Is this on your mobile phone?\nSpeaker 5: Yes.  I'm already logged in my laptop.  That's fine.  It's just the phone that's giving me issues at this point.\nSpeaker 4: Yes.  They're asking you because you had a client account before.  Correct.  And the client account needs to manage also same application.  No.\nSpeaker 5: Yes, but I don't need the client's information anymore.\nSpeaker 4: Yes.  To do that, just pre-install applications so that they can remove the cache.  Which one?\nSpeaker 5: I did already the Outlook.  Which one do you want me to reinstall?  The company portal?\nSpeaker 4: Yes, you need to reinstall everything.  You have Teams, and now send it to your laptop, right?  Send you the complete step-by-step as well, if in case the issue still persists.\nSpeaker 5: Now, I would like to do it right now, so I don't have to call in again.  If you can help me to find where I need to go to install it again.  I'm going to sign in.  Open Identicator.  Uninstall this one as well.  Do you want me to uninstall the authenticator as well?\nSpeaker 4: Please don't.\nSpeaker 5: OK.\nSpeaker 4: On your authenticator, do you have your Accenture account there?  Can you check?\nSpeaker 5: Yes.  Yes.  That's the only account I have there right now.\nSpeaker 4: All right.  You have uninstalled everything?  Outlook, Teams, and the portal?\nSpeaker 5: Yes.\nSpeaker 4: Okay.  Reboot your device or mobile phone and then re-login.\nSpeaker 5: If I reboot, I'll be disconnected with you because I'm calling from the same number.\nSpeaker 4: Yes, but the issue is still persisting.  Reboot makes everything get refreshed and flushed out and to make also the changes to take effect.  It's a basic.  Okay.  It's a very basic one.\nSpeaker 5: I can just go to App Store and download the Outlook again, or do I have to go to Accenture's website to get that to download?\nSpeaker 4: You can just go to the App Store, Outlook and Teams, and the company portal, OK?  First, you need to log in to the company portal using Authenticator, and then log in next to the Outlook and Teams.\nSpeaker 5: OK.  Let me restart my phone, and if things don't work out, I'll reach out again.  Thank you.  Sure.\nSpeaker 4: You have a great day, ####.\nSpeaker 5: Have a good one.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with accessing their Accenture Teams and Outlook accounts on their mobile device. The employee had previously used client login credentials for these applications but had logged out after the assignment ended. Upon attempting to log in with their Accenture credentials, they encountered an error stating that the organization data needed to be managed by Accenture Teams.\n\nThe IT agent identified that the issue was likely caused by cached data from the previous client account. The agent instructed the employee to uninstall and reinstall the relevant applications, including Outlook, Teams, and the company portal, but not the Authenticator app. The employee was advised to reboot their phone after uninstalling the apps to ensure the changes took effect. The agent also clarified that the apps could be downloaded directly from the App Store.\n\nThe employee expressed a preference to resolve the issue immediately but agreed to restart their phone and follow the steps provided. They were advised to log in to the company portal first using the Authenticator app before accessing Outlook and Teams. The call concluded with the employee agreeing to reach out again if the issue persisted.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the issue with accessing Accenture Teams and Outlook on a mobile device. It maintains relevance by sticking to the main topic and omitting extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events and instructions given by the IT agent. The information is accurate, reflecting the key steps discussed in the call, such as uninstalling and reinstalling apps, rebooting the phone, and using the Authenticator app. However, the summary could be slightly more complete by mentioning the initial confusion over the personnel number and the fact that the employee was calling from the same device they needed to reboot. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing Accenture Teams and Outlook accounts on their mobile device. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly identifies the issue, the IT agent's instructions, and the proposed solution. The information presented is factually correct and does not contain false or misleading information.\n\nRegarding completeness, the summary provides a fair description of the main problem and resolution. It covers the employee's concern, the IT agent's diagnosis, and the steps taken to resolve the issue. However, it does not mention the initial automated messages and the wait time, which are not crucial to the main topic.\n\nOverall, the summary meets the evaluation criteria, with only minor omissions that do not impact its overall quality.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the key points without unnecessary details, maintaining brevity while being informative.\n2. Relevance: All information included directly relates to the core issue and its resolution.\n3. Coherence: The summary follows a logical structure - problem description, cause identification, solution steps, and conclusion.\n4. Accuracy: The technical details and instructions are correctly represented, matching the transcript exactly.\n5. Completeness: It covers all essential elements:\n- Initial problem (access issues after client logout)\n- Root cause (cached data)\n- Solution steps (uninstall/reinstall specific apps)\n- Important caveats (keeping Authenticator)\n- Login sequence instructions\n\nThe only minor improvement could be mentioning the initial automated message about system issues, though this wasn't directly relevant to the specific case. Overall, the summary effectively captures the interaction's essence while maintaining clarity and accuracy.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "2338611c-264c-4a55-9246-7412a2d1710b",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue while setting up a new laptop. The employee was unable to locate the \"OEM PAC\" folder on the C drive, which was required to run the Accenture provisioning package as per the setup instructions. The helpdesk agent verified the employee's details and initiated a remote session to assist. The employee was guided to download and run a remote access tool, after which the agent accessed the employee's screen to investigate the issue further.\n\nDuring the session, the agent requested the employee to input their email and approve the sign-in via an authenticator. The agent then informed the employee that a technician would be invited to the remote session to provide further assistance. The call concluded with the employee being asked to stay connected via the remote session while ending the phone call. The issue was escalated for resolution, and the employee was thanked for their patience.",
    "base64_images": [],
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, MyConcerto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details if you are a contractor or do not know your personnel.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with myT.  When users attempt to log in, they are directed to a VON phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please...\nSpeaker 4: Thank you for calling CIO.  This is #####.  Can I have your personnel number, please?\nSpeaker 5: Sure.  It's #########.\nSpeaker 4: Thank you.  And can I have your enterprise ID, please?\nSpeaker 5: Sure.  It's ##############.\nSpeaker 4: Thank you.  And can I also have your callback number, please?\nSpeaker 5: Sure.  It's... Let me give you my mobile number.\nSpeaker 4: It's ############.  All right, got it.  Thank you so much.  All right, #######, how can I help you today?\nSpeaker 5: Hi.  I'm getting or have gotten a new laptop to swap out for my old one because the keyboard is shot on my old laptop.  And I'm trying to set up my new laptop, and I've... I've gotten to the point of the instructions where I need to run the Accenture provisioning package, but it-the instructions I have tell me to open the OEM PAC folder located on the C disk on the new laptop, and I do not see that file anywhere, and I've run multiple searches for it, and I cannot find it.\nSpeaker 4: Sorry to hear that, #######, but since you have me on the line, I'll do my best to assist you with your concerns.  So for this one, #######, is it okay if I'll be putting the call on hold first for one to two minutes?  I'll just be checking also in my resources?\nSpeaker 5: Sure.\nSpeaker 4: All right.  Thank you so much.  Hello, #######.  Thank you so much for patiently waiting on the line.  So, #######, you forwarded already to my support concern.  So, right now, let's do a remote session so I can also see your screen.  So, please open a browser on your machine.  A browser will do.  And kindly type 123rescue.com.  Okay, give me one second.  Just let me know, #######, if you're ready for me to provide you the PIN code.\nSpeaker 5: Yeah, hold on.  Since I've never opened the browser on this laptop, it's giving me a bunch of screens I've got to click through.\nSpeaker 4: Okay, just let me know.  Thank you so much.\nSpeaker 5: So, what is it?  It's 123rescue.com?\nSpeaker 4: Mm-hmm.  That is correct.\nSpeaker 5: Okay, what's the PIN?\nSpeaker 4: It's 529-332.  529-332?  529.  Mm-hmm, that is correct.  So start downloading the applet.  Once done, go to your download folder, right-click the file, show more option, and make sure to run it as administrator.\nSpeaker 5: So hit run app, okay.  Is it working?  It seems like it's trying to connect.\nSpeaker 4: Okay.  I'm already launching.  Please accept.  Okay.  Okay.  I'm seeing your screen right now, #######.  And #######, when I say okay, I'll be asking again another one to two minutes while I'm still confirming this with our technician.\nSpeaker 5: Okay.\nSpeaker 4: Okay.  Thank you so much.  Thank you.  Hello, #######.  Thank you so much for patiently waiting in the line.  So, #######, I'm still waiting for the technician.  Can you try typing your accent your email, please?\nSpeaker 5: Sure.\nSpeaker 4: Thank you.\nSpeaker 5: I assume you want me to approve the sign-in on my authenticator?\nSpeaker 4: Mm-hmm.  Okay.  All right, ####, thank you so much.  So, #######, since we are already connected on the remote session, is it okay if we can just end the call, and I will be inviting a technician on the remote session?  Sure.  All right.  Thank you so much, #######, for understanding.  So you can just drop the call, but don't end the remote session.  Thank you so much.  Bye-bye for now.\nSpeaker 5: Thanks.  Bye.\nSpeaker 4: Bye-bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue while setting up a new laptop. The employee was unable to locate the \"OEM PAC\" folder on the C drive, which was required to run the Accenture provisioning package as per the setup instructions. The helpdesk agent verified the employee's details and initiated a remote session to assist. The employee was guided to download and run a remote access tool, after which the agent accessed the employee's screen to investigate the issue further.\n\nDuring the session, the agent requested the employee to input their email and approve the sign-in via an authenticator. The agent then informed the employee that a technician would be invited to the remote session to provide further assistance. The call concluded with the employee being asked to stay connected via the remote session while ending the phone call. The issue was escalated for resolution, and the employee was thanked for their patience.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the \"OEM PAC\" folder, the verification of details, the initiation of a remote session, and the escalation to a technician. The information is relevant and focuses on the main topic of the call. The structure and flow are coherent, making it easy to follow. The summary is accurate, reflecting the key events and actions taken during the call without any misleading information. However, it could be slightly more complete by mentioning the initial high call volume and the phishing issue with myT, which provides context for the call environment. Overall, the summary is well-done but could include a bit more context for completeness.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with setting up their new laptop and the helpdesk agent's attempts to resolve it. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript. The details, such as the employee's issue with the \"OEM PAC\" folder and the agent's actions to assist, are accurately represented.\n\nThe summary is also complete, providing a fair description of the main problem and the steps taken to resolve it. However, it does not mention the initial automated messages and the agent's initial hold to check resources, but these are minor omissions that do not affect the overall understanding of the issue and its resolution.\n\nOverall, the summary is well-written and effectively conveys the necessary information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Clearly states the main issue (inability to find OEM PAC folder for laptop setup)\n2. Accurately describes the verification process and remote session setup\n3. Maintains chronological flow of events\n4. Includes relevant details about authentication steps\n5. Concludes with the proper resolution path (escalation to technician)\n\nThe summary is concise while including all essential information. It's coherent, with a logical progression from problem identification to attempted resolution. The information is accurate, matching the transcript without any misrepresentations. It's also complete, covering both the initial problem and the steps taken toward resolution.\n\nMinor improvement could be made by mentioning that this was a laptop replacement due to keyboard issues, which provides helpful context for the situation. However, this doesn't significantly impact the summary's overall quality since it focuses on the main technical support interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "86455aaf-9dbd-4e65-a2cd-ed1d24ffaccd",
    "train_trial_index": 0,
    "predicted_text": "The call involved a former employee of Accenture seeking assistance from the IT helpdesk to access their former employee account, specifically to log in to their My Holdings and Digital Online accounts. The employee explained they were unable to log in and required help updating their personal email, which would serve as their new username since their Accenture email was no longer valid.\n\nThe helpdesk agent collected the necessary details, including the employee's personal email, callback number, last office location, last position level, middle name, and the name of their most recent career counselor or supervisor. The agent assured the employee that the issue would be escalated to the support team, and once the email update was completed, they would follow up via phone or email.\n\nThe call concluded with the agent confirming all details and advising the employee to keep their line open for further updates. The employee expressed gratitude, and the agent reiterated their commitment to resolving the issue promptly.",
    "base64_images": [],
    "stats": {
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Service, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with myT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue.\nSpeaker 4: Thank you for calling CIO.  This is #####.  Can I have your personal number, please?\nSpeaker 5: Yes.  My personal number is ########.\nSpeaker 4: All right.  Let me repeat.  It's ########.  Is that correct?\nSpeaker 5: Correct.\nSpeaker 4: Thank you.  Can I have your enterprise ID, please?\nSpeaker 5: ######### dot ########.\nSpeaker 4: All right, thank you.  And can I also have your callback number, please?\nSpeaker 5: My callback number?  Mm-hmm.  ############.\nSpeaker 4: All right, get it.  Thank you so much.  All right, #####, how can I help you today?\nSpeaker 5: So I'm a former employee of Accenture, I've been going through the process of trying to set up my former employee account, and I'm not able to log in.\nSpeaker 4: Sorry to hear that, #####, but no worries, since you have me on the line, I'll do my best to assist you with your concerns.  And just to make sure that I get your concern correctly, so you're a former employee, and what specifically that you need to access on the former employee site?\nSpeaker 5: I need to access my My Holdings account and then access my Digital Online account.\nSpeaker 4: Alright, got it #####.  So right now, since you mentioned that you are not able to access the My Holdings, I mean the former employee site, what we need to do now is we need first to update your personal email because it will be used as your username because the the Accenture email will not be used to access that site.  So I'll be asking for details for me to forward the ticket to our support team.  So I would like to ask for your career counselor or supervisor.\nSpeaker 5: I don't have one since I'm no longer at Accenture.\nSpeaker 4: Your most recent career counselor or supervisor?\nSpeaker 5: ###########.\nSpeaker 4: Can you spell it out, the EID, please?\nSpeaker 5: ####### was his first name.  Last name ######, ###########.\nSpeaker 4: All right, so I have here #######.  ###########, is that correct?\nSpeaker 5: ###########.\nSpeaker 4: So it's # as in #####, right?\nSpeaker 1: Correct.\nSpeaker 4: All right, thank you.  And I would like to ask your personal email address to be used as the updated login name.\nSpeaker 5: Okay, so like a personal email address that I can access?\nSpeaker 4: Mm-hmm.\nSpeaker 5: Okay.  ##############.  #### at #########.  All right.\nSpeaker 4: So it's your first name, last name, #### at #########, right?\nSpeaker 5: Yes, ma'am.\nSpeaker 4: All right.  Give me a second.  And how about for your last office, last office location?\nSpeaker 5: Last office location was  #######.\nSpeaker 4: #######.  All right.  Got it.  And how about for your last position level?\nSpeaker 5: Last position level?  I was a software developer, senior analyst level.\nSpeaker 4: Senior analyst?\nSpeaker 5: Yes.\nSpeaker 4: All right, got it.  Thank you.  So I already have here the callback number, which is ############.  And last details that I'll be needing is the middle name, please.\nSpeaker 5: My middle name is ####, #######.\nSpeaker 4: #######?\nSpeaker 5: #######.\nSpeaker 4: I-N.  Okay, so # as in ###, A as in #####, # as in #####, and # as in #####, is that correct?\nSpeaker 5: Oh, yeah.\nSpeaker 4: All right, got it.  Thank you so much, #####.  So right now, since I already have here the details, I'll be forwarding this ticket to a support team.  And once they forwarded me or provided me the details that your email is already updated, I'll be calling you back on your mobile number or I will ping you on your personal email address, #####.  Okay.\nSpeaker 5: Sounds great.  Thank you so much.\nSpeaker 4: All right.  So thank you so much as well, #####.  Bye-bye for now.  Just keep your line open, #####, so I can call you in case I already have here the details, okay?  Okay.\nSpeaker 5: Thank you.\nSpeaker 4: All right.  Thank you.  Bye-bye for now.\n</call_transcript>\n<summary>\nThe call involved a former employee of Accenture seeking assistance from the IT helpdesk to access their former employee account, specifically to log in to their My Holdings and Digital Online accounts. The employee explained they were unable to log in and required help updating their personal email, which would serve as their new username since their Accenture email was no longer valid.\n\nThe helpdesk agent collected the necessary details, including the employee's personal email, callback number, last office location, last position level, middle name, and the name of their most recent career counselor or supervisor. The agent assured the employee that the issue would be escalated to the support team, and once the email update was completed, they would follow up via phone or email.\n\nThe call concluded with the agent confirming all details and advising the employee to keep their line open for further updates. The employee expressed gratitude, and the agent reiterated their commitment to resolving the issue promptly.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the former employee's issue with accessing their accounts and the helpdesk agent's steps to resolve it. The information presented is relevant to the main topic and avoids unnecessary details. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the details and actions taken during the call. However, it could be slightly more complete by mentioning the specific accounts the employee needed access to (My Holdings and Digital Online accounts) earlier in the summary. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key issue of the former employee's inability to access their account and the steps taken to resolve it. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the details collected by the helpdesk agent and the proposed resolution. The summary also provides a complete overview of the main problem and the steps taken towards resolution, including the follow-up actions to be taken by the helpdesk agent.\n\nOverall, the summary meets all the criteria effectively, providing a clear, concise, and accurate overview of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It effectively condenses a lengthy conversation into three clear paragraphs while maintaining essential information.\n2. Relevance: All included information directly relates to the core issue of account access and the resolution process.\n3. Coherence: The summary follows a logical structure - problem statement, details collected, and next steps.\n4. Accuracy: The information accurately reflects the conversation, including specific details about My Holdings and Digital Online accounts, and the need for personal email updates.\n5. Completeness: It captures both the initial problem (access issues) and the resolution path (support team escalation and follow-up process).\n\nMinor improvement could be made by mentioning the employee's last position (software developer, senior analyst) as it adds context to the type of access needed. However, this is a minor omission that doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "e51b7fa3-2e8c-47bf-a78d-270702839293",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk regarding a compliance issue with their device. The employee reported that their machine was flagged as non-compliant due to the absence of the latest version of Adobe Lightroom, which they had uninstalled since they did not use it. The helpdesk agent confirmed the non-compliance issue and initiated steps to resolve it.\n\nThe agent proposed a remote remediation process and guided the employee to access a remote support tool via 123rescue.com. After some initial technical difficulties with downloading the tool, the employee successfully installed it. The agent then connected the employee to a remote technician for further assistance. The session was transferred to the remote tech team, who would handle the remediation process through a chat interface.\n\nThe call concluded with the helpdesk agent ensuring the employee was connected to the remote team and thanking them for their patience. The issue was escalated for resolution, and the employee was advised to communicate directly with the remote technician.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage, and other video conferencing services, press 0.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, please enter your 8-digit personnel number so we can locate your details.\nSpeaker 2: We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other.\nSpeaker 3: Hi, this is #### from CIO Service Desk.  May I have your personal number, please?\nSpeaker 4: Sure, it's ########.\nSpeaker 3: All right, thank you for this information.  I'm also going to ask for your enterprise ID.\nSpeaker 4: ############# at Accenture.\nSpeaker 3: All right, thank you for this information, ######.  I'm also going to ask for your bus callback number.\nSpeaker 4: Yes, it's ############.\nSpeaker 3: All right, awesome.  Thank you for this information, ######.  So, how may I help you today?  All right, how may I help you today?\nSpeaker 4: I'm having an issue saying that my device is non-compliant, and it has to do with Adobe Creative Cloud Suite installation.  So I don't know how to fix this.  And it says, the reason for noncompliance is the machine required to have latest version of Adobe Lightroom.  I don't even use Lightroom.  So I just uninstalled it.  And I wasn't sure what else I needed to do.\nSpeaker 3: Alright, so for this one, I do really understand your situation here.  But don't worry, I will do my best to help you with this one.  So one second here, let me go ahead and check for this one on my end.  So one second here.  Alright.  So for this one, is it okay if I can place the call and hold for one to two minutes?  Sure.  Alright, one second here.  All right, thank you so much for patiently waiting, ######.  So for this one, upon checking here on my end, it seems that, yep, your machine is not compliant and needs to be remediated.  So what I'm going to do here is I will be seeking help with our remote tech team to do the remediation of your machine.  So what we're going to do here is we will be initiating a remote session so that once I do have my remote tech team I'll be transferring the session to them as soon as possible as well.  So for this one, please open the browser for me, ######, and type on the browser 123rescue.com.\nSpeaker 4: Okay.  123rescue.com.  Okay.\nSpeaker 3: And it will be asking for the six-digit code, right?  All right, are you on the site already, ######?\nSpeaker 4: It's taking a minute.\nSpeaker 3: So it will be asking for the six-digit code, right?  Yeah.  All right, so one moment here.  Let me just generate that one here on my end, okay?  Right here.  So for this one, ######, is it okay if I can please get the colon from one to two minutes?\nSpeaker 4: Sure.  You didn't give me a code, right?\nSpeaker 3: Yep.  I will be giving you a code.\nSpeaker 4: Okay.  Thank you.  Sure.\nSpeaker 3: All right.  Oh, sorry.  So for this one, I do have your six-digit code.  It's 266.  Okay.  Sorry.  Just a second.\nSpeaker 4: Moving so slow.\nSpeaker 3: 266.  576.  And then click for the start download.  266, 576.  Start download.\nSpeaker 4: Okay.\nSpeaker 3: And then after downloading it, go to your download folder.  And then you will see the file that we've downloaded.\nSpeaker 4: I don't know if it actually did it.\nSpeaker 3: Uh-huh.  Well, you can go to your download folder if you are able to click the start download.\nSpeaker 4: I did, but it said it didn't start the download.  I'll try it again.  Can I get another code?  For whatever reason, it didn't start the download.  And then when I went to put it in again, it says the code doesn't exist.  Sorry.  266576?  Hold on, let me just give you another look.  Okay, hang on.  I have, it went again.  It said it should download automatically.\nSpeaker 3: Okay.  Now it is.  Okay.  Let's download it now.  Download folder.  Yep.\nSpeaker 4: I'm opening it.\nSpeaker 3: And you will see the file that we've downloaded.  Can you right-click the file for me?  Click for the show more options.  Let me just connect this one.  All right.  Thank you for this one.\nSpeaker 4: Okay.\nSpeaker 3: So, for this one, let me just go ahead and check for the available technicians for this one.  Oh, I do have already my available techs, so I'll be transferring this session to them.  So, one second here.  The tech will come on the remote session shortly, okay?  And then you can communicate to them through chat box that you can see on the end.  So once the remote tech on the other line, on the remote session, they will be the one to remediate your machine.  All right, so for this one, thank you for calling CIO, and have a wonderful day.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk regarding a compliance issue with their device. The employee reported that their machine was flagged as non-compliant due to the absence of the latest version of Adobe Lightroom, which they had uninstalled since they did not use it. The helpdesk agent confirmed the non-compliance issue and initiated steps to resolve it.\n\nThe agent proposed a remote remediation process and guided the employee to access a remote support tool via 123rescue.com. After some initial technical difficulties with downloading the tool, the employee successfully installed it. The agent then connected the employee to a remote technician for further assistance. The session was transferred to the remote tech team, who would handle the remediation process through a chat interface.\n\nThe call concluded with the helpdesk agent ensuring the employee was connected to the remote team and thanking them for their patience. The issue was escalated for resolution, and the employee was advised to communicate directly with the remote technician.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the compliance issue with Adobe Lightroom, the steps taken by the helpdesk agent, and the resolution process involving remote support. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the details of the call without any false or misleading information. However, it could be slightly more complete by mentioning the specific technical difficulties encountered during the download process and the exact steps taken to resolve them. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their device being flagged as non-compliant and the steps taken to resolve it. The summary has a clear structure, making it easy to understand and follow, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the technical difficulties encountered during the remote support process. The summary also provides a fair description of the main problem and the resolution, covering the initiation of the remote remediation process and the transfer of the session to a remote technician. \n\nHowever, some minor details from the call transcript, such as the automated messages at the beginning and the employee's frustration with the slow process, are not included in the summary. Despite this, the summary effectively captures the essential elements of the call.\n\nGiven these considerations, the summary scores high in terms of conciseness, relevance, coherence, accuracy, and completeness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (device non-compliance due to Adobe Lightroom)\n2. Accurately describes the solution process (remote remediation)\n3. Includes the technical difficulties encountered during the download process\n4. Correctly describes the resolution (transfer to remote tech team)\n\nThe summary is well-structured, flowing logically from problem identification to resolution steps. It maintains relevance throughout, avoiding unnecessary details while including important technical steps. It's concise yet comprehensive, covering all major points without becoming verbose.\n\nThe only minor improvement could be mentioning the initial automated system messages and verification process (personal number, enterprise ID), though these are secondary to the main issue.\n\nThe summary is factually accurate, with no misrepresentations of the conversation. It effectively communicates both the technical problem and the resolution process, making it easily understandable for readers.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "bc384ce8-0af1-4dbf-b1ec-04b26ceae101",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee contacting the IT helpdesk to follow up on a previously submitted ticket regarding a non-functional computer. After navigating through the automated menu and providing their employee number, enterprise ID, and callback number, the employee explained their issue. The helpdesk agent confirmed that the ticket had already been assigned to the local office, which would handle the issue. The agent advised the employee to wait for the local office to reach out for further assistance. The call concluded with the employee acknowledging the update and thanking the agent.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with myT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to.\nSpeaker 4: Hi, thank you for calling Service Desk.  This is ######.  Can I have your employee number, please?  Sure, it's #########.  All right.  Thank you.  Just give me a moment.  Let me just pull up your account.  Can I also have your enterprise ID?\nSpeaker 5: It's ###########.  Okay.\nSpeaker 4: Then what about your best callback number just in case we get disconnected?\nSpeaker 5: It's ############.  All right.\nSpeaker 4: Thank you so much for that, #####.  So what can I do to help you today?\nSpeaker 5: Yes.  I was just following up to get an update on the ticket I submitted.  I don't have access to my computer at all, so if there's any updates, I cannot see it in the portal.\nSpeaker 4: I see.  So let me just confirm it first, #####, you called in to follow up about your ticket for your machine that is not turning on.  Is that correct?\nSpeaker 5: That's correct.\nSpeaker 4: I see.  I totally understand your situation right now.  But since you have me on the line, I'll do my best to help you with this one.  So let me check here.  So as per checking here, #####, your ticket is already assigned to your local office.  So for this one, We advise you to wait for the local office to reach you out because there will be the one who will reach out to you and will assist you regarding about your machine that is not turning on.  Okay?\nSpeaker 5: Okay.\nSpeaker 4: All right.  Thank you so much and have a great day, #####.  Bye for now.\nSpeaker 5: Thank you.  Bye.\nSpeaker 4: Bye.\n</call_transcript>\n<summary>\nThe call involved an employee contacting the IT helpdesk to follow up on a previously submitted ticket regarding a non-functional computer. After navigating through the automated menu and providing their employee number, enterprise ID, and callback number, the employee explained their issue. The helpdesk agent confirmed that the ticket had already been assigned to the local office, which would handle the issue. The agent advised the employee to wait for the local office to reach out for further assistance. The call concluded with the employee acknowledging the update and thanking the agent.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with a non-functional computer and the helpdesk agent's response. It captures the essential steps: navigating the automated menu, providing necessary identification details, and the agent's advice to wait for the local office to handle the issue. The summary is relevant, focusing on the main topic without extraneous details. It is coherent, with a clear structure and logical flow of ideas. The information is accurate and matches the details in the transcript. However, it omits the initial automated messages about high call volume and phishing issues, which could be relevant context. Overall, the summary is complete but could include these additional details for a fuller picture.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue and the helpdesk agent's response. The summary has a clear structure, making it easy to understand and follow, thus demonstrating coherence. The information presented is factually correct, matching the details provided in the call transcript, which ensures accuracy. The summary provides a fair description of the main problem (the employee's non-functional computer) and the resolution (waiting for the local office to reach out), making it complete. Overall, the summary effectively captures the essential information from the call transcript, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: It efficiently condenses the interaction without unnecessary details, maintaining clarity.\n2. Relevance: All information included directly relates to the main purpose of the call - following up on a ticket about a non-working computer.\n3. Coherence: The summary follows a logical flow from initial contact through to resolution, making it easy to follow.\n4. Accuracy: The details match the transcript precisely, including the nature of the issue, the current status, and the advised next steps.\n5. Completeness: It covers all essential aspects - the reason for calling, the identification process, the issue discussed, and the resolution provided (waiting for local office contact).\n\nThe only minor detail that could have been included was the mention that the employee couldn't check the portal themselves due to lack of computer access, which explains why they needed to call. However, this omission doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "f95bf815-1290-4ccf-ad03-ac3103a96ffd",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to resolve login issues with their laptop. The employee was unable to log in due to problems with Face ID and PIN setup. The IT support agent guided the employee through a step-by-step process to enable password-based login and reset their password. This included accessing specific company websites, completing a self-service password reset, and verifying their identity through two-step authentication.\n\nOnce the password was reset, the employee successfully logged into their computer. The agent also provided instructions via Microsoft Teams on how to set up a PIN and offered further assistance if issues arose. The call concluded with the agent marking the ticket as resolved and informing the employee about a feedback survey. The employee expressed gratitude, and the call ended on a positive note.",
    "base64_images": [],
    "stats": {
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, for Technology and Business Application Support, press 1.\nSpeaker 2: For Mobile Communication Support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  if you are a con...\nSpeaker 4: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.\nSpeaker 5: Hi, this is ###### from CIO.  Can I please have my employee number?\nSpeaker 6: Yes, ############.\nSpeaker 5: Thank you very much.  And could I also have your e-mail as well?\nSpeaker 6: ###############################.\nSpeaker 5: Thank you very much.  And could I also have your cell phone number as well?  ############.  All right, thanks for calling, #####.  How can I help you today?\nSpeaker 6: I can't log into my laptop.  It's saying that I don't have or I need to use, what is it, the face ID or a PIN.  And I haven't been successful with setting up either of those.\nSpeaker 5: I will assist you on this issue.  But first, before we proceed, can I ask if I'm able to access Microsoft Teams on your phone?  Can I send you a message there?\nSpeaker 6: Yeah, let me make sure I'm signed in.\nSpeaker 5: Are you both already seeing my message?\nSpeaker 6: Well, I haven't accessed it in a while, so it just says the app is restarting for some reason, but I think so.  Let me see if I can open it.\nSpeaker 5: All right, if I able to receive a message?\nSpeaker 6: I'm trying to sign in.  It says I'm already signed in.  I don't know what's going on.  Let me try that.  Okay, yes, I can receive a message.\nSpeaker 5: It seems that I have sent you a message there previously.  So can you please scroll up if you are able to see the history of our message?  Again, please go to the first website that I sent to you.  On mypasswordless.accenture.com.  Yes, thank you very much.\nSpeaker 6: Okay.  I'm on the site.\nSpeaker 5: Can you please go to Go Passwordless Request?  Click on Get Started, please.\nSpeaker 6: It says I'm currently passwordless.\nSpeaker 5: In selecting a reason, click on the drop-down menu and search for Hello4Business PIN slash biometrics issue.\nSpeaker 6: Okay.  And then types of use.  Should I select pin or biometric?\nSpeaker 5: Just select issue with pin, please.  And for in describing the issue, just select others.  And for the additional information, just write your pin is not working.  And then proceed to click that enable password button down below.  Okay.  And wait for it to load.  And after that, don't click anything else.  Just tell me when it is done.  It says my account is now enabled for password.  All right.  Please check your teams again and click on the second site that they gave you, myid.accenture.com\nSpeaker 6: All right, I'm here.\nSpeaker 5: All right, kindly click on self-service password reset slash unlock.  Okay.  And then enter your email there as well as fill up the captcha.  Thank you very much.  Tell me once you are done or is able to proceed to the next page.  Okay, on the next page.  Are you able to go through the next page?  Yeah, I'm on the page to select.\nSpeaker 6: either I forgot my password or I know my password but still can't find it.\nSpeaker 5: Please select the first option, I forgot my password.\nSpeaker 6: Okay.\nSpeaker 5: And after that, for the two-step verification, on the first step, select Text My Mobile Phone, and then enter the verification code sent to you.  For the second verification step, just select Approve a Request on My Authenticator App.  Tell me once you're done.  Thank you very much.\nSpeaker 6: Okay, I'm done with that.\nSpeaker 5: Are you on the page where you're able to change your password?  If so, your password should be 8 to 15 characters with one special character and one uppercase letter.  Please tell me once you're done so I can get you into logging into your computer.\nSpeaker 6: Okay.\nSpeaker 5: Are you able to create your password?\nSpeaker 6: Yeah, so I've reset it.\nSpeaker 5: All right.  So right now, please go to your computer and proceed to log in to other users by using the password that you have just created right now.\nSpeaker 6: Got it.\nSpeaker 5: All right.  Again, on the Teams message that I sent to you previously, just kindly follow the instructions on how to set up your PIN.  If ever you have a problem in setting up a PIN later on, you can just message me on Teams.  But as of right now, since you're able to log in, I will now tag your ticket here as a result.  And you may receive a survey by email, and your feedback is highly appreciated.  Again, thank you for your time, #####, and have a wonderful day today.\nSpeaker 6: Okay.  Thank you.\nSpeaker 5: Thank you very much and have a good day.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to resolve login issues with their laptop. The employee was unable to log in due to problems with Face ID and PIN setup. The IT support agent guided the employee through a step-by-step process to enable password-based login and reset their password. This included accessing specific company websites, completing a self-service password reset, and verifying their identity through two-step authentication.\n\nOnce the password was reset, the employee successfully logged into their computer. The agent also provided instructions via Microsoft Teams on how to set up a PIN and offered further assistance if issues arose. The call concluded with the agent marking the ticket as resolved and informing the employee about a feedback survey. The employee expressed gratitude, and the call ended on a positive note.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the login issues and the step-by-step resolution process. It is relevant, sticking closely to the main topic of resolving the login problem. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the key actions taken during the call, such as enabling password-based login, resetting the password, and verifying identity through two-step authentication. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific issue of being directed to a \"gone fishing\" page, which was part of the context provided at the beginning of the call. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's login issues and the IT support agent's resolution. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. The information presented is factually correct, with no false or misleading information, ensuring accuracy. The summary provides a fair description of the main problems and resolutions, covering the key points of the call transcript, which indicates completeness. However, some minor details, such as the initial automated messages and the employee's initial difficulties with accessing Microsoft Teams, are omitted, but these do not detract from the overall understanding of the call.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (login problems with Face ID/PIN)\n2. Accurately describes the resolution process, including the password reset steps and two-factor authentication\n3. Maintains a logical flow from problem identification to resolution\n4. Includes important follow-up details about PIN setup instructions and survey feedback\n5. Keeps details relevant without unnecessary technical jargon\n\nThe summary is concise yet comprehensive, avoiding excessive detail while maintaining the essential narrative. It accurately reflects the interaction between the support agent and employee, including the use of Teams for communication. The resolution process is clearly explained without getting lost in the specific website URLs and technical steps.\n\nMinor improvement could include mentioning that the initial access to Teams was slightly problematic, but this detail isn't crucial to the main narrative.\n\nThe summary achieves an excellent balance between brevity and completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "17e82aa0-d516-4f6f-8b08-c3a7f249ed6f",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with accessing the \"My Time and Expenses\" (MyTE) application, which had been unresponsive for the past three pay periods. The employee described encountering a blank page when attempting to log in. The IT agent guided the employee to download a remote support tool to troubleshoot the issue. After gaining remote access, the agent cleared the browser's history and cache, instructed the employee to restart the browser, and reattempt access to the site. The employee noted that they had already tried this step earlier without success but confirmed that the application worked after the agent's intervention.\n\nThe employee also mentioned that intermittent issues with MyTE were common among their team and expressed frustration over conflicting troubleshooting advice. The agent recommended using an alternative browser, such as Google Chrome, if the issue recurs and provided basic troubleshooting steps for future reference. The call concluded with the agent marking the ticket as resolved and requesting feedback via a survey. The employee expressed gratitude for the assistance, though they highlighted the recurring nature of the problem.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer...\nSpeaker 4: Hello, thanks for calling Service Desk.  My name is ###########.  Your personnel number, please.\nSpeaker 5: I'm sorry, what do you need?\nSpeaker 4: You may have your personnel number.\nSpeaker 5: Oh, yeah, it's ##########.\nSpeaker 4: Thank you.  And may I have your callback number?  ############.  Thank you.  May I know your Accenture email?\nSpeaker 5: ##############################.\nSpeaker 4: Thank you so much, #####.  And may I know how can I help you?\nSpeaker 5: Yeah, I cannot.  This is the last three pay periods.  or so, I've not been able to log into my time and expenses.\nSpeaker 4: Okay.  Yep.  Sorry for the inconvenience.  I'm just logging into my TE, and I am ready and happy to help you with that.  Yep.  May I know there are messages that you are receiving when you are trying to log in?\nSpeaker 5: It says, well, hold on just a second.  I have it up.  Okay.  It just says, give me nothing.  It says my time and expenses on a tab at the top and it says myte.accenture.com in a blank page, completely blank page.  That's it.\nSpeaker 4: Okay.  Yep.  Sorry for that.  And yeah, let's go ahead and check.  Okay.  Can you please go to 123rescue.com?\nSpeaker 5: Go where?\nSpeaker 4: Yep.  Open your browser and then go to one, two.  Okay, hold on.  Okay, thank you.\nSpeaker 5: 23rescue.com.  Okay, it says support connection.\nSpeaker 4: Okay, yep.  For your six-digit code, it is 652318.\nSpeaker 5: downloading the rescue applet?\nSpeaker 4: Yes, please download the file and then once you download the file, please open it.  Okay.  Thank you.  Okay, thank you.  Thank you.  I'll take the control of your laptop.\nSpeaker 5: That's fine.\nSpeaker 4: Thank you.  OK.  #####, I will clear the browsing history of your browser, OK?\nSpeaker 5: I did that, and it didn't work.  But go ahead.\nSpeaker 4: Let's do it anyway.  Let's do it.  OK.\nSpeaker 1: Thank you.\nSpeaker 5: Okay, if it comes up, this did not work this morning.  I can't believe it.  I can't believe it.  Okay, I did that this morning and it did not work.  But then I keep having intermittent problems getting this up and going, and so do a lot of other people on my team.  First we said run in privacy or in private browser.  And somebody said, no, you shouldn't have to do that.  And then we're getting conflicting, you know, we're getting conflicting.  Share me how to clear the history.  I did it this morning, but I always have to look up the instructions.  Where did you go?\nSpeaker 4: Okay.  Yep.  Thank you for that information, #####.  And yeah, for you to clear the browsing history, just click these three dots.  Yep.  And then click the history.  and then click this Trash button, and then always set this at all time, and then click Clear Now.  And then for you to restart the application or reset the application correctly, just close the application, close the Microsoft Edge, and then try to reopen it, and then try to reaccess the site.\nSpeaker 5: Oh, okay.  All right.  I'll tell everybody to do that.\nSpeaker 4: Okay.\nSpeaker 5: And hopefully that will fix it, but this happens all the time, just FYI.\nSpeaker 4: Okay, just in case it will happen again, just try to do that basic troubleshooting, and if it's not working in Microsoft Edge, try to use the other browser, which is the Google Chrome, if it's working.  Okay.  Okay.  Thank you so much.  All right.\nSpeaker 5: Yeah, thank you.  I appreciate this.\nSpeaker 4: Okay, thank you so much, #####.  And yep, I will go ahead and tag the ticket as resolved, #####.  And upon tagging the ticket as resolved, you may receive a survey via email.  Feedbacks and comments are humbly appreciated, and have a great day.  Bye for now.\nSpeaker 5: Sure, you too.  Thank you.\nSpeaker 4: Thank you.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with accessing the \"My Time and Expenses\" (MyTE) application, which had been unresponsive for the past three pay periods. The employee described encountering a blank page when attempting to log in. The IT agent guided the employee to download a remote support tool to troubleshoot the issue. After gaining remote access, the agent cleared the browser's history and cache, instructed the employee to restart the browser, and reattempt access to the site. The employee noted that they had already tried this step earlier without success but confirmed that the application worked after the agent's intervention.\n\nThe employee also mentioned that intermittent issues with MyTE were common among their team and expressed frustration over conflicting troubleshooting advice. The agent recommended using an alternative browser, such as Google Chrome, if the issue recurs and provided basic troubleshooting steps for future reference. The call concluded with the agent marking the ticket as resolved and requesting feedback via a survey. The employee expressed gratitude for the assistance, though they highlighted the recurring nature of the problem.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the \"My Time and Expenses\" application, the troubleshooting steps taken, and the resolution. It maintains relevance by focusing on the primary issue and the steps taken to resolve it. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the key details from the transcript without introducing any false or misleading information. However, it slightly lacks completeness as it does not mention the initial high call volume and the general performance issues with \"my key\" that were affecting multiple users, which were part of the context provided in the transcript. Overall, the summary is well-done but could be slightly improved by including these additional details.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing the \"My Time and Expenses\" application and the IT agent's resolution steps. The summary has a clear structure, making it easy to follow and understand, thus achieving coherence. The information presented is factually correct, matching the details provided in the call transcript, which ensures accuracy. Lastly, the summary provides a fair description of the main problem and its resolution, including the employee's concerns about recurring issues, making it complete. The only potential improvement could be a more detailed explanation of the troubleshooting steps, but given the summary's purpose, the level of detail provided is sufficient.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the key points without unnecessary details\n2. Relevance: All information directly relates to the technical issue and its resolution\n3. Coherence: The summary follows a logical flow from problem description to resolution\n4. Accuracy: Details match the transcript precisely, including the blank page issue, troubleshooting steps, and the employee's previous attempts\n5. Completeness: Captures both the immediate problem and broader context (recurring team issues)\n\nThe summary effectively includes important contextual elements like:\n- The duration of the problem (three pay periods)\n- The specific application (MyTE)\n- The troubleshooting steps taken\n- The successful resolution\n- The broader context of team-wide issues\n- The agent's recommendations for future occurrences\n\nMinor improvement could be made by mentioning the initial automated message about MyKey performance issues, but this doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "ac389f8c-ce96-4dcf-ac7e-4fd7fbacb132",
    "train_trial_index": 0,
    "predicted_text": "The call transcript appears to involve an automated IT helpdesk system providing instructions for resolving common account and login issues, such as password resets, account unlocks, and troubleshooting login errors. The system offers options for users to navigate based on their specific needs, including pressing certain numbers for passwordless account support, password resets, or account unlocks. However, the transcript also includes unrelated and unclear dialogue, such as references to \"daddy,\" which seems out of context and may indicate a mix-up or error in the recording. The primary focus of the call remains on guiding users through self-help options or connecting them to live support for IT-related issues.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.\nSpeaker 2: For Technology and Business Application Support, telecom To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, Press 3.\nSpeaker 3: If you are unable to log in to your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to log in to your PC is to press 9.\nSpeaker 4: If you have forgotten your password or it has expired, the fastest and easiest way to log in to your PC is to press 9.  Yes.  Where is daddy?\nSpeaker 3: Daddy, where are you?\nSpeaker 4: Where is daddy?  I'm not with you.\n</call_transcript>\n<summary>\nThe call transcript appears to involve an automated IT helpdesk system providing instructions for resolving common account and login issues, such as password resets, account unlocks, and troubleshooting login errors. The system offers options for users to navigate based on their specific needs, including pressing certain numbers for passwordless account support, password resets, or account unlocks. However, the transcript also includes unrelated and unclear dialogue, such as references to \"daddy,\" which seems out of context and may indicate a mix-up or error in the recording. The primary focus of the call remains on guiding users through self-help options or connecting them to live support for IT-related issues.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call transcript, focusing on the automated IT helpdesk system and its instructions for resolving account and login issues. It accurately mentions the options for password resets, account unlocks, and troubleshooting login errors. The summary also correctly identifies the unrelated dialogue about \"daddy,\" noting it as out of context, which shows attention to detail.\n\nHowever, the summary could be slightly more concise by omitting repetitive phrases. The relevance is high as it focuses on the main topic of the call. The coherence is good, with a clear structure and flow of ideas. The accuracy is high, as the summary correctly reflects the content of the transcript. The completeness is also good, as it covers the main issues and resolutions provided in the call.\n\nOverall, the summary is well-done but could be slightly more concise.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main information from the call transcript in a brief manner. It is also relevant, focusing on the IT helpdesk system and its instructions for resolving common account and login issues. The summary has a clear structure and flow of ideas, making it coherent and easy to understand. The information presented is factually correct, with no false or misleading information, making it accurate. However, the summary could be improved in terms of completeness, as it does not fully address the unclear dialogue and its possible implications on the call's outcome. Nevertheless, it provides a fair description of the main problems and resolutions.\n\nConsidering these factors, the summary scores high in conciseness, relevance, coherence, and accuracy, but slightly lower in completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main purpose of the automated IT helpdesk system and accurately describes the various options provided for password reset and account access issues. It maintains good coherence by presenting information in a logical flow, starting with the general purpose and then detailing specific options. The summary also appropriately acknowledges the unusual elements in the transcript (the \"daddy\" references) without overemphasizing them, correctly identifying them as out of context.\n\nHowever, the summary could be more concise - it's somewhat verbose in places. While it covers the main aspects of the system's options, it could be more specific about the actual number combinations provided (like pressing 0, 1, 2, or 9 for specific services). The summary also doesn't explicitly mention that this appears to be an automated phone menu system, though this is implied.\n\nThe summary maintains accuracy throughout and doesn't include any false information. It successfully balances including the relevant technical support information while acknowledging the unusual elements that appear in the transcript.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "69bbbc89-6764-47c0-9982-a53199b904c7",
    "train_trial_index": 0,
    "predicted_text": "The call transcript involves an employee contacting the company's IT helpdesk for assistance. The automated system provides various options for resolving common issues, such as resetting enterprise passwords, unlocking accounts, and troubleshooting login errors. It also directs users to a website (go.accenture.com/gopasswordless) to check if their account is passwordless and offers self-help resources. Callers can press specific numbers to speak with a live agent or proceed with further options based on their issue, such as forgotten passwords or account login errors. The call primarily outlines the steps and resources available for resolving IT-related problems.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 182.0,
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      "inference_runtime": 4.305164813995361,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.7777777777777778
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press zero.  For technology and business...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash go passwordless.  If you are passwordless... Press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise.\nSpeaker 3: If you are unable to log in to your PC due to an error, the login screen in your account has been disabled.  Press 9.  If you have forgotten your password, Yeah.\n</call_transcript>\n<summary>\nThe call transcript involves an employee contacting the company's IT helpdesk for assistance. The automated system provides various options for resolving common issues, such as resetting enterprise passwords, unlocking accounts, and troubleshooting login errors. It also directs users to a website (go.accenture.com/gopasswordless) to check if their account is passwordless and offers self-help resources. Callers can press specific numbers to speak with a live agent or proceed with further options based on their issue, such as forgotten passwords or account login errors. The call primarily outlines the steps and resources available for resolving IT-related problems.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call transcript. It mentions the automated system's options for resolving common issues, such as resetting passwords, unlocking accounts, and troubleshooting login errors. It also correctly references the website for checking passwordless accounts and the option to speak to a live agent. \n\nHowever, there are some inaccuracies and omissions. The summary states that the call involves an employee contacting the helpdesk, but the transcript does not indicate this; it only contains automated messages. Additionally, the summary does not mention the specific numbers to press for each option, which are part of the main content of the transcript. \n\nThe summary is coherent and easy to follow, but it could be more accurate and complete by including specific details from the transcript and avoiding assumptions not supported by the transcript.",
        "gpt_score": 7.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main information from the call transcript in a brief manner. It is also relevant, focusing on the IT helpdesk assistance and the options provided for resolving common issues. The summary has a clear structure and flow of ideas, making it coherent and easy to understand. The information presented is factually correct, with no false or misleading information, making it accurate. The summary provides a fair description of the main problems and resolutions, covering the various options and resources available for resolving IT-related problems, thus making it complete. However, the summary could be slightly improved by making it even more concise, but overall, it meets all the criteria for a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the automated phone system's menu options and purpose. It accurately mentions the passwordless account checking feature and the specific website (go.accenture.com/gopasswordless). The structure is logical, moving from general purpose to specific options available to callers. The summary maintains coherence by grouping related information about account access and troubleshooting options.\n\nHowever, the summary is slightly verbose and could be more concise while maintaining the essential information. It also adds some interpretative context that isn't explicitly stated in the transcript (like \"employee contacting the company's IT helpdesk\"). While this context is reasonable, it's an assumption.\n\nThe summary accurately reflects the various numeric options provided (0, 1, 2, 9) and their corresponding purposes. It effectively captures the main themes of password reset, account unlocking, and login issues. The information is presented in a clear, organized manner that makes the various options easy to understand.\n\nOverall, the summary provides a comprehensive and accurate overview of the call transcript, with minor areas for improvement in conciseness and avoiding assumptions.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "e4e9812a-69d2-4fcc-ae4c-bf0f95b27839",
    "train_trial_index": 0,
    "predicted_text": "The call transcript details an interaction between an employee and the IT helpdesk regarding login issues. The employee (Speaker 5) reports encountering an error when attempting to sign in using their enterprise email, which redirects them to an error message. They also tried accessing the system directly through another method but faced the same issue. The helpdesk agent (Speaker 4) acknowledges the problem and assures the employee of assistance. The conversation is interrupted, and the call appears to end without a resolution.\n\nAdditionally, the call begins with automated messages informing users of high call volumes due to ongoing performance issues with a phishing-related login error. Users are advised not to log additional tickets as the IT team is actively addressing the issue. The transcript highlights the employee's frustration and the helpdesk's effort to assist, though the issue remains unresolved during the call.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 591.0,
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      "prompt_truncated": 0.0,
      "call_summarization_score": 0.7777777777777778
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 0.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number...\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to wait.\nSpeaker 4: Hi, thank you for calling CIO.  This is ######.  Can I have your personal number, please?\nSpeaker 5: Let me see if I can get it right.  I think I may have picked the wrong one in there.\nSpeaker 4: Sure.\nSpeaker 5: It's #########.  All right.\nSpeaker 4: So let me go ahead and pull your account here in my end just one moment.  And can I also have your enterprise ID?\nSpeaker 5: It's #################.\nSpeaker 4: All right, just a moment here.  Thank you for that, ######.  And can I also have your callback number in case the call gets disconnected?\nSpeaker 5: Hang on, please.  Don't go.\nSpeaker 4: Hello?\nSpeaker 5: Oh, ####, how are you?  I did, and when I tried to sign in using the Accenture email, it gave me the same error.  I also went straight to ####### to try to sign up, and it basically routed me differently, but to the same error message.\nSpeaker 4: So I completely understand that, ######, but no worries.  I'll be more than happy to help you.\nSpeaker 5: It didn't really give me an option.  I mean, it went straight to an error message.  When I signed in via Box directly, I could sign up as an individual away from the enterprise.  And with the Accenture email address, it sent me back to the same error message.\nSpeaker 4: I see it.  Am I asking if you are accessing that through your manager?  Hello.  Hello.\n</call_transcript>\n<summary>\nThe call transcript details an interaction between an employee and the IT helpdesk regarding login issues. The employee (Speaker 5) reports encountering an error when attempting to sign in using their enterprise email, which redirects them to an error message. They also tried accessing the system directly through another method but faced the same issue. The helpdesk agent (Speaker 4) acknowledges the problem and assures the employee of assistance. The conversation is interrupted, and the call appears to end without a resolution.\n\nAdditionally, the call begins with automated messages informing users of high call volumes due to ongoing performance issues with a phishing-related login error. Users are advised not to log additional tickets as the IT team is actively addressing the issue. The transcript highlights the employee's frustration and the helpdesk's effort to assist, though the issue remains unresolved during the call.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call transcript, including the login issues faced by the employee and the helpdesk's response. It captures the essence of the conversation and the automated messages at the beginning of the call. \n\nRelevance is high as the summary focuses on the main topic of the call, which is the login issue and the helpdesk's attempt to resolve it. \n\nThe coherence is good, with a clear structure and logical flow of ideas, making it easy to understand and follow. \n\nAccuracy is mostly correct, but there are minor inaccuracies. For example, the summary mentions \"phishing-related login error,\" which is not explicitly stated in the transcript. The transcript mentions a \"gone phishing page,\" which could be interpreted differently. \n\nCompleteness is adequate, as the summary covers the main problems and the lack of resolution during the call. However, it could have included more details about the specific error messages and the employee's attempts to resolve the issue.\n\nOverall, the summary is well-written but could be slightly improved for accuracy and completeness.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript within a brief length. It is also relevant, focusing on the employee's login issues and the helpdesk's response. The summary has a clear structure, starting with the context of the call and then delving into the specific issue, making it coherent and easy to follow. The information presented is accurate, matching the details provided in the call transcript. However, the summary could be improved in terms of completeness, as it does not mention the employee's personnel number and enterprise ID being requested by the helpdesk agent, which might be considered a relevant detail in the context of the call. Despite this, the summary provides a fair description of the main problem and the attempted resolution.\n\nGiven the strengths in conciseness, relevance, coherence, and accuracy, and a minor weakness in completeness, the summary scores well overall.",
        "llama_score": 8.0,
        "claude_reasoning": "Let's evaluate step by step:\n1. Conciseness: The summary efficiently captures the key points without unnecessary details, maintaining good brevity while covering essential information.\n\n2. Relevance: All information included is directly relevant to the call's main topic of login issues and system access problems.\n\n3. Coherence: The summary flows logically, starting with the main issue, describing the attempted solutions, and noting the unresolved conclusion. The automated message context is appropriately placed.\n\n4. Accuracy: The summary accurately reflects the conversation, including the error messages, attempted solutions, and the unfinished nature of the call.\n\n5. Completeness: The summary captures both the specific user's problem and the broader context of system-wide issues mentioned in the automated message. It includes the interaction between the user and agent, though brief.\n\nMinor drawbacks: Could have been more specific about the Box-related aspects of the conversation, and the transition between the automated message and actual conversation could be smoother.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "c5480dd8-fbcf-4f1d-a0f4-497b275bf915",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee contacting the IT helpdesk to resolve an issue with Microsoft OneDrive. The employee reported that after returning from vacation, OneDrive was not connecting and displayed an error message stating, \"OneDrive Accenture has been deleted. OneDrive Accenture will stop syncing.\" Despite attempting to reinstall and reboot the application, the issue persisted. \n\nThe IT support agent acknowledged the problem and requested a screenshot of the error message, which the employee sent via Teams. After reviewing the screenshot, the agent proposed conducting a remote session to further investigate and troubleshoot the issue. The agent sent a link to initiate the remote session, and the call concluded with plans to address the problem directly on the employee's machine.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 655.0,
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.  For video conference, for technology and business application support, press 1.\nSpeaker 2: For mobile communication support, please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 1: Please continue to hold if you would prefer.\nSpeaker 4: Hi, thank you for calling Service Desk.  My name is ###.  May  I have your personnel number, please?\nSpeaker 5: ########.\nSpeaker 4: Thank you.  And can you also provide me your Accenture email, please?\nSpeaker 5: ##############.\nSpeaker 4: Okay.  Thank you.  And can you also provide me your contact phone number, please?  ############.  Thank you.  And how can I help with your day, ######?\nSpeaker 5: Yeah, so I just got back from vacation and it looks like Microsoft OneDrive is not connecting.  And I keep getting a pop-up message that says, OneDrive Accenture has been deleted.  OneDrive Accenture will stop syncing.  A copy of these files will be left on this map on the bank account.  Are we no longer using OneDrive or what's going on here?\nSpeaker 4: Okay.  It's hard to hear that, ######, that you're having this issue with Microsoft OneDrive not connecting on your machine.\nSpeaker 5: Yeah, let me add a little bit more.  I also tried to reinstall through the admin rights.  function, so I reinstalled, reboot it, and it's still the same error.\nSpeaker 4: Same error.  Okay.  Thank you for that information, ######.  Can you send me the, I mean, can you take a screenshot of the whole error message, ######, and can you send it to me through Teams, if we can access right now?  Sure.  Yep.  Thank you.  Let me...Yeah.  Let me send you a message right now.  I just want you to message.  All right, thank you.  Let me check it right now.  OK, so I can see.  Provided to me.  Can we do a remote session on your machine so we can check your machine as well?  So let me let me send you the link right now.\n</call_transcript>\n<summary>\nThe call involved an employee contacting the IT helpdesk to resolve an issue with Microsoft OneDrive. The employee reported that after returning from vacation, OneDrive was not connecting and displayed an error message stating, \"OneDrive Accenture has been deleted. OneDrive Accenture will stop syncing.\" Despite attempting to reinstall and reboot the application, the issue persisted. \n\nThe IT support agent acknowledged the problem and requested a screenshot of the error message, which the employee sent via Teams. After reviewing the screenshot, the agent proposed conducting a remote session to further investigate and troubleshoot the issue. The agent sent a link to initiate the remote session, and the call concluded with plans to address the problem directly on the employee's machine.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the issue with Microsoft OneDrive and the steps taken by the IT support agent. It is relevant, sticking closely to the main topic of the OneDrive issue. The structure and flow are coherent, making it easy to follow the sequence of events from the problem report to the proposed solution. The information is accurate, reflecting the details from the transcript without any false or misleading content. However, the summary omits some minor details, such as the initial high call volume message and the specific steps the employee took before contacting the helpdesk. Overall, it provides a fair description of the main problem and the resolution steps.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and steps taken during the call. It is relevant to the topic, focusing on the employee's OneDrive issue and the IT support agent's attempts to resolve it. The summary has a clear structure, starting with the problem and then describing the actions taken, making it coherent and easy to follow.\n\nThe summary is also accurate, as it correctly states the error message and the steps taken by both the employee and the IT support agent. However, it does not mention the initial automated messages and the context of high call volume due to performance issues with \"my key,\" but these are not crucial to the main issue at hand.\n\nThe summary provides a fair description of the main problem and the proposed resolution, making it complete. Overall, the summary effectively conveys the essential information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: It efficiently presents the core issue and resolution steps without unnecessary details.\n2. Relevance: All information included directly relates to the OneDrive connectivity problem.\n3. Coherence: The summary follows a logical progression from problem identification to troubleshooting steps.\n4. Accuracy: The details match the transcript exactly, including the error message and attempted solutions.\n5. Completeness: It covers the main problem (OneDrive disconnection), the user's attempted fix (reinstallation), and the support agent's response (requesting screenshot and remote session).\n\nThe summary successfully maintains the essential narrative while omitting irrelevant parts like the initial IVR prompts and identification verification. It accurately represents both the user's concern and the agent's troubleshooting approach. The only minor improvement could be mentioning that the issue occurred after a vacation period, though this isn't crucial to understanding the technical problem.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "201093d5-51af-4dcc-a95d-821de533d255",
    "train_trial_index": 0,
    "predicted_text": "The call involved a contractor (Speaker 6) seeking assistance from the IT helpdesk (Speaker 5) to reset their expired password and log into their Accenture PC for the first time. The contractor did not have their personnel number, which was required for the password reset process. The helpdesk agent confirmed the contractor's Enterprise ID (EID) and advised them to email a specific address to request their personnel number. The agent also suggested asking for their office location, as it might be needed for verification. Since the contractor could not proceed without the personnel number, the agent marked the ticket as resolved but informed the contractor that it could be reopened within 72 hours if needed. The contractor agreed to email for the required information and call back once they had it. The call concluded with the agent explaining that a feedback survey would be sent to the contractor's email.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.\nSpeaker 2: For technology and business applications, to check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press.  You will need your employee ID number, Start date with Accenture and your registered mobile phone ready for the one-time authentication code.  Press 1 if you have the required details and your registered mobile phone.  Otherwise, press 2 to speak to a live agent.\nSpeaker 2: To repeat, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to.\nSpeaker 5: Thank you for calling CIO.  This is #####.  Can I have your personal number, please?\nSpeaker 6: I am a contractor, so I don't have one, but I have a login for the computers.\nSpeaker 5: Can I have the enterprise ID instead, please?\nSpeaker 6: The enterprise ID?  I don't think I have one, because I'm a vendor with Digital Guardian.  I have an Accenture account.  I just don't know what my EID is.\nSpeaker 5: Can I have that one, please?  Can you spell it out for me, please?\nSpeaker 6: My account is ####, ####### dot # dot ###### at Accenture dot com.\nSpeaker 5: All right, let me check this one first.  Just give me a second.  And can I also have your callback number, please?\nSpeaker 6: Yep.  It's ############.\nSpeaker 5: All right.  Got it.  Thank you so much, ####.  How can I help you today?\nSpeaker 6: I have been trying to get logged into the Accenture PC that was sent to me.  I just got my password like a week or so ago, but I think it's already expired.  So I need a new password to be able to log into the MyID for the first time.\nSpeaker 5: All right.  Don't worry, ####, for that answer.  I'm willing to help you with that.  So you mentioned that you wanted a new password.  So have you tried resetting your password in myid.accenture.com?\nSpeaker 6: I don't believe it will let me.  Let me grab another machine real quick because I'm talking to you on my phone.  One second, because I know I have to do it from a personal device.\nSpeaker 5: Just let me know if you can access the MyID.accenture.com and if you can reset your own password.  Because if you can't, we just have to do a verification process so we can reset your password.\nSpeaker 6: Gotcha, yeah.  Let me get one.  Logged into it from or let me try to into it from my personal machine here.  Okay.  Okay, it says we're sorry we can't reset your own password because you haven't registered for password reset.  Mm-hmm.\nSpeaker 5: All right.  Got it.  Sorry for that.  So, ####, we need to undergo a verification process so we can reset the password here in our end.  But since you mentioned that you don't have the personnel number with you, I would like to advise you first to contact ##########@accenture.com and kindly ask for your personnel number.\nSpeaker 6: Okay, let me grab one.  Is that a different number to call?\nSpeaker 5: You just have to email this email that I'm going to provide you.  Okay.  So, are you ready?  All right.  So, it's # as in ######, # as in #### #####, then #########################.\nSpeaker 6: Okay.  So, I'm just going to email that and ask for my EID number.\nSpeaker 5: Okay, so you have.  Sorry to interrupt.  Go ahead.  Go ahead.\nSpeaker 6: So, yeah, I was just saying that I'll email that and ask for my ID and then I'll just call you back.  Is that right?\nSpeaker 5: You have to ask for the personnel number or the employee number.\nSpeaker 6: Okay, personnel number.\nSpeaker 5: And with regards to the EID, you provided it correctly, which is your first name, that last name.  So that is correct.  That's the EID.  So the one that is missing is the personnel number.  So you have to ask for that, okay?\nSpeaker 6: Okay.\nSpeaker 5: Then I'll ask for that, and then I will call back.  That is correct.  And by the way, ####, aside from the personnel number, you can also ask them for your office location.  because it may be asked for the verification process, okay?\nSpeaker 3: Okay.\nSpeaker 5: All right.  So, I'll just be tagging this ticket here as resolved, and upon resolving the ticket, you'll be receiving a survey in your email, and your feedback is highly appreciated.  And, ####, don't worry, because you can still reopen that ticket within 72 hours.  So, for now, thank you so much, and bye-bye for now.  All right.\nSpeaker 6: Thank you.  Bye.\nSpeaker 5: You're welcome.  Bye-bye.\n</call_transcript>\n<summary>\nThe call involved a contractor (Speaker 6) seeking assistance from the IT helpdesk (Speaker 5) to reset their expired password and log into their Accenture PC for the first time. The contractor did not have their personnel number, which was required for the password reset process. The helpdesk agent confirmed the contractor's Enterprise ID (EID) and advised them to email a specific address to request their personnel number. The agent also suggested asking for their office location, as it might be needed for verification. Since the contractor could not proceed without the personnel number, the agent marked the ticket as resolved but informed the contractor that it could be reopened within 72 hours if needed. The contractor agreed to email for the required information and call back once they had it. The call concluded with the agent explaining that a feedback survey would be sent to the contractor's email.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the contractor's issue with the expired password and the steps suggested by the helpdesk agent. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the details of the conversation, including the need for the personnel number and the suggestion to email for it. However, it misses some minor details, such as the contractor's attempt to reset the password on their own and the specific email address provided. Overall, the summary provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the contractor's issue with their expired password and the helpdesk agent's guidance. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. The information presented is factually correct, with no false or misleading information, ensuring accuracy. The summary provides a fair description of the main problem (the contractor's inability to reset their password due to a lack of personnel number) and the resolution (the agent advising the contractor to email for the personnel number and potentially reopen the ticket later), thus achieving completeness. Overall, the summary meets all the criteria for a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the main issue (contractor needs password reset)\n2. Explains why immediate resolution wasn't possible (missing personnel number)\n3. Details the solution provided (email specific address for personnel number)\n4. Includes important follow-up details (office location needed, 72-hour ticket reopening window)\n\nThe summary is concise yet comprehensive, maintaining a logical flow of events. It accurately represents the conversation without including unnecessary details from the automated system prompts at the beginning. The information is relevant and focused on the core interaction between the contractor and agent.\n\nMinor improvement could be made by mentioning that the contractor initially tried to use myid.accenture.com but couldn't because they weren't registered for password reset, as this was a key diagnostic step in the conversation.\n\nOverall, the summary meets all evaluation criteria with strong accuracy and coherence, with only minimal room for improvement in completeness.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "46e3febd-fe80-456e-aba8-3aa4a2ba1457",
    "train_trial_index": 0,
    "predicted_text": "The call transcript details an interaction between an employee and the company's IT helpdesk. The employee initially navigates through an automated menu system offering support options for access, passwords, applications, telecommunications, and other IT services. The system prompts the employee to enter an 8-digit personnel number to proceed, but the employee does not provide the required input. After being placed on hold, the employee eventually connects with a representative. The employee indicates they do not speak English and requests assistance in Spanish, specifically asking for \"Soporte Argentina.\" The representative acknowledges the request and switches to Spanish to assist the caller.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 300.0,
      "num_output_tokens": 119.0,
      "inference_runtime": 2.935302257537842,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.7777777777777778
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: Para soporte de acceso y contrase\u00f1a, presione 0.  Para soporte de aplicaciones technology, telecom y dispositivos m\u00f3viles, presione 1.  Para servicios de videoconferencia, incluidos telepresence.\nSpeaker 2: Para el soporte de aplicaciones tecnol\u00f3gicas y empresariales, incluidas las telecomunicaciones, pulse 1.  Y para ADT, PPM y otra herramienta de metodolog\u00eda de apoyo, pulse 2.  Para restablecer la contrase\u00f1a de Enterprise, presione 1.  Para telecomunicaciones y otras technology and business application support, presione 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number.  All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us.\nSpeaker 4: Hello, I don't speak English.  Sorry?  I want to speak with Soporte Argentina.\nSpeaker 5: Yes, in Spanish.\n</call_transcript>\n<summary>\nThe call transcript details an interaction between an employee and the company's IT helpdesk. The employee initially navigates through an automated menu system offering support options for access, passwords, applications, telecommunications, and other IT services. The system prompts the employee to enter an 8-digit personnel number to proceed, but the employee does not provide the required input. After being placed on hold, the employee eventually connects with a representative. The employee indicates they do not speak English and requests assistance in Spanish, specifically asking for \"Soporte Argentina.\" The representative acknowledges the request and switches to Spanish to assist the caller.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call transcript, including the navigation through the automated menu, the request for an 8-digit personnel number, the hold period, and the eventual connection with a representative. It accurately mentions the employee's request for assistance in Spanish and the representative's response. However, the summary could be improved in terms of completeness. It does not mention the specific options provided in the automated menu, which could be relevant for understanding the context. Additionally, the summary implies that the employee did not enter the personnel number, but it does not explicitly state this, which could lead to some confusion. Overall, the summary is coherent and relevant but could benefit from a bit more detail to fully capture the interaction.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key aspects of the interaction between the employee and the IT helpdesk. The summary has a clear structure and flow of ideas, making it coherent and easy to understand. The information presented is factually correct, with no false or misleading information, making it accurate. However, the summary could be improved in terms of completeness, as it does not explicitly state the initial problem or concern of the employee, only their request for assistance in Spanish. Nevertheless, the summary provides a fair description of the main events and resolution.\n\nConsidering these factors, the summary scores high in conciseness, relevance, coherence, and accuracy, but slightly lower in completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Accurately describes the initial automated menu system and its options\n2. Correctly notes the request for an 8-digit personnel number and the lack of input\n3. Properly captures the language barrier issue and the caller's request for Spanish support\n4. Maintains a logical flow from menu navigation to the language preference resolution\n\nHowever, there are a few minor issues:\n- The summary is slightly verbose in describing the menu options, which could be more concise\n- It refers to the caller as an \"employee\" when the transcript doesn't confirm this (they could be a contractor)\n- The resolution isn't fully clear - while the representative acknowledges the Spanish request, we don't see definitive confirmation of connection to Argentine support\n\nOverall, the summary is accurate, coherent, and covers the main points, but could be more concise and careful with assumptions about the caller's status.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "767afe29-71f4-4617-bb05-7544b836d0b7",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT helpdesk support for an issue with Microsoft Teams, where the application intermittently disabled their camera due to privacy settings, despite all settings being configured to allow camera use. The IT agent confirmed the issue and initiated a remote troubleshooting session using 123rescue.com. During the session, the agent guided the employee to test the Teams web version to determine if the issue was specific to the desktop app. The problem persisted on the web version, leading the agent to escalate the issue to Level 2 support.\n\nLevel 2 support recommended uninstalling and reinstalling the camera driver as part of the troubleshooting process. The agent suggested continuing communication via the remote session chat box to complete the troubleshooting steps, allowing the phone call to end. The employee agreed, and the call concluded with instructions to keep the remote session active for further assistance.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1311.0,
      "num_output_tokens": 171.0,
      "inference_runtime": 2.1086182594299316,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8518518518518517
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams, press 2.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press one.  All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find...\nSpeaker 3: Hi, this is ###.  Thank you for calling sales service desk.  Can I have your employee number?\nSpeaker 4: It's #########.\nSpeaker 3: It's #########?\nSpeaker 4: Yes.\nSpeaker 3: Thank you.  And can I confirm your enterprise ID?  Thank you so much.  And in case this call got disconnected, can I have your callback number as well?  ############.  Thank you so much.  And how can I help you today, Rutile?\nSpeaker 4: So, every once in a while, my team It says that the privacy settings of this allow my camera use.  So it's getting to be quite awkward with my client because Teams will take away my ability to be on camera.  And I have checked all of the privacy settings and all of the drivers and everything on my own.\nSpeaker 3: I see.  So you're having an issue with your Teams that It disallows your camera due to its privacy settings?\nSpeaker 4: Well, it says to the privacy settings, but when I go to privacy settings, everything is set to allow it.\nSpeaker 3: I see.  So, #################, I'll be assisting you with this issue, and I'm sorry for the inconvenience.  To help troubleshoot, can we do a remote session so that I could connect to you?  Yes.  Uh-huh.  Great.  On your browser, can you type in 123rescue.com?\nSpeaker 4: Yep.  123rescue.com?\nSpeaker 3: Correct.\nSpeaker 4: Yes.  And you'll be giving me a pin code?\nSpeaker 3: Yes.  So the code is 529447.  Okay.\nSpeaker 4: And I'll download.\nSpeaker 3: Correct.  So once you are done downloading, you can check your download folder and I can connect to you afterwards.\nSpeaker 4: Okay.\nSpeaker 3: I'll be connecting now.\nSpeaker 4: Yeah.\nSpeaker 3: So when you press, okay.\nSpeaker 4: All right.\nSpeaker 3: So can you show me the error when you try to do a meeting?  Or did you capture the error message?\nSpeaker 4: Yeah.  So if I do a Teams meeting with you here, can you ping me via Teams, and then I'll respond with a Teams message?  with a video call and you'll see the message.\nSpeaker 3: Okay.\nSpeaker 4: And this is the message I get.  If I try to do the camera, it just doesn't turn on.\nSpeaker 3: I see.  And have you tried to uninstall the car?\nSpeaker 4: One second.  I'll turn the volume up.  Hold on a sec.\nSpeaker 3: Have you checked if it has error on the web also?\nSpeaker 4: Have I done what on the web?\nSpeaker 3: Have you checked on the web version of Teams?  if you have the same error?  Can you check it first?\nSpeaker 4: Sure.  I did not check on the web.  I just use the Teams app all the time.\nSpeaker 3: Yes.  As part of the troubleshooting, we'd need to check on the web to determine if it is an issue on the Teams itself or on the Teams app only.\nSpeaker 4: Okay.  So then if I go here.\nSpeaker 3: Can I take over for a moment?\nSpeaker 4: Yeah, sure.\nSpeaker 3: Thank you.  So we'll be going to Teams right now.  I see, are you using another monitor?\nSpeaker 4: I am.  Do I get rid of that?\nSpeaker 3: I know.  Just open a browser and drag it here.  I just got rid of the actor browser, so you can see it here.  Thank you.  So we'll be opening themes.  So just to confirm, did you uninstall the camera driver and the issue still persists?\nSpeaker 4: I did not uninstall the camera driver.\nSpeaker 3: uninstall them or need to reinstall it.\nSpeaker 4: It's not working on the web.  Right?\nSpeaker 3: Yes, correct.  So, I'll be checking further this with the level to support.  Can I put the phone home for about 2 or 3 minutes?  Yeah, thank you.  I'll be back.\nSpeaker 4: Okay.\nSpeaker 3: We're waiting and staying on the line.\nSpeaker 4: OK.\nSpeaker 3: So as advised with the level 2, we need to uninstall the camera driver and reinstall it again.\nSpeaker 4: OK.\nSpeaker 3: So since we're doing mostly the troubleshooting on the remote session app, can we continue our communication using the remote session chat box?  Disconnect the phone or disconnect the 123?  We can disconnect the phone call and continue our communication through this chat box right here.  Will that be okay?  Okay.\nSpeaker 4: Yeah, that's fine.  So I'll hang up on the phone.\nSpeaker 3: Yes.  Thank you for calling #### and don't close the email session app.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT helpdesk support for an issue with Microsoft Teams, where the application intermittently disabled their camera due to privacy settings, despite all settings being configured to allow camera use. The IT agent confirmed the issue and initiated a remote troubleshooting session using 123rescue.com. During the session, the agent guided the employee to test the Teams web version to determine if the issue was specific to the desktop app. The problem persisted on the web version, leading the agent to escalate the issue to Level 2 support.\n\nLevel 2 support recommended uninstalling and reinstalling the camera driver as part of the troubleshooting process. The agent suggested continuing communication via the remote session chat box to complete the troubleshooting steps, allowing the phone call to end. The employee agreed, and the call concluded with instructions to keep the remote session active for further assistance.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with Microsoft Teams, the troubleshooting steps taken, and the escalation to Level 2 support. It maintains relevance by focusing on the key aspects of the conversation without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the actual steps and interactions from the transcript. However, the summary could be slightly more complete by mentioning the specific error message or the exact nature of the camera issue, which would provide a fuller picture of the problem. Overall, it provides a fair description of the main concerns and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee's issue with Microsoft Teams and the troubleshooting steps taken. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the employee's issue, the troubleshooting steps taken, and the recommendation from Level 2 support. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, the summary could be improved by including more specific details about the employee's issue, such as the exact error message they received. Additionally, the summary could benefit from a clearer conclusion, summarizing the final outcome of the call.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (Teams camera disabled due to privacy settings)\n2. Accurately describes the troubleshooting steps taken (remote session, testing web version)\n3. Includes the escalation to Level 2 support and their recommendation\n4. Mentions the resolution plan (driver reinstallation)\n5. Describes how the call concluded\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical structure, starting with the problem, moving through troubleshooting steps, and ending with the resolution plan. All information is accurate to the transcript, with no misrepresentations or omissions of critical details.\n\nMinor improvement could be made by mentioning that the issue was causing awkwardness with client meetings, which provides important context for the urgency of the problem. However, this is a relatively minor omission in an otherwise excellent summary.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "015c4939-a357-412f-b924-9a1829c1eb1a",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with a corporate phone upgrade. The employee explained that they attempted to upgrade their phone through the company\u2019s mobility website, expecting a free or discounted phone based on past experiences and Verizon\u2019s current free phone promotion. However, the website displayed conflicting charges, leading the employee to mistakenly place an order for a phone costing $750 plus $67 per month. The employee requested assistance to cancel the order and clarify the upgrade process.\n\nThe helpdesk agent confirmed the issue and explained that the cancellation would need to be handled by the mobile support team. The agent requested additional information, such as the order ID, and sent a message via Microsoft Teams for the employee to provide the necessary details. The agent assured the employee that the issue would be escalated to the mobile support team once the information was received. The call concluded with the employee expressing some confusion about the next steps but agreeing to provide the requested details.",
    "base64_images": [],
    "stats": {
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      "call_summarization_score": 0.8518518518518517
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services, press 2.\nSpeaker 2: For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone phishing, ####, the team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find...\nSpeaker 5: Hello, this is ##### from CIO Service Desk and I have your employee number.  ###############.  Could you please repeat that for me?  I missed the first number.\nSpeaker 6: No problem.  ###############.\nSpeaker 5: Okay.  ###############.\nSpeaker 6: Yep.\nSpeaker 5: And could you please confirm your Accenture email?\nSpeaker 6: #############################.\nSpeaker 5: All right.  Thank you so much for that, #####.  And can I have your callback number?  ############.  Okay.  Thank you.  Let me just pull up your account here, #####.  And how can I help you today?\nSpeaker 6: Well, I just went online and noticed that I was eligible for an upgrade, but I don't.  It wasn't clear of the charge, because something's changed in the way that we are doing it.  Verizon's offering a free upgrade, but that's not reflected on the website.  So I just ordered a phone thinking I was basically paying the discounted price, which I said, oh, $67?  Sure, no problem.  I'll buy a phone.  And then all of a sudden I got to the end and I went, wait, that's not what it's saying.  It's saying I owe $750.  And I'm like, nah, plus it's $67 a month.  No.  So I need to cancel the order.  You need the order number?\nSpeaker 5: I just want to confirm, #####, you're referring for the upgrade for the phone, right?\nSpeaker 6: Yeah.\nSpeaker 5: And you try to go to the website, it asks you for the specific amount.  Is that correct?\nSpeaker 6: No.  It had all kinds of numbers on the screen.  And then when I click and select the phone, it looks like all I needed to pay was $67.  So the site, our Accenture Mobility site, wasn't very clear to me.  I mean, maybe I just wasn't... The last time I did this, it cost me nothing to get a phone.  when I was eligible for an upgrade.  And currently Verizon is offering free phones.  So I thought, oh, well, clearly that'll extend to my corporate version, right?  And then, so that's why I thought I had it.  So I just want to make sure, I want to cancel this order and figure out why I can't get a free phone like everybody else's.\nSpeaker 5: So can we start by canceling my order?  Okay.  This is for the corporate phone, #####, right?  Correct.  Okay.  All right.  I really understand, #####.  No worries.  I can definitely help you with this.  So we're calling in, #####, because you just have to cancel it in your end.  May I know, #####, if you're not able to cancel it in your end?\nSpeaker 6: I don't know how to cancel it.\nSpeaker 5: Okay.  All right, so for this, #####, we need to assign this one to the mobile support team, okay?  And I'll be just asking, or you just have to provide some of the information before we can assign this to the mobile support team, okay?\nSpeaker 6: Yep.\nSpeaker 5: Okay, one moment.  I'll be sending you a message on Microsoft Teams right now.  Can you just provide me the information that we need to have in order to assign to the mobile support team?  Give me one second.  All right.  My name is ####, and I've sent a message in Teams right now, and you can provide me or fill out the follow-up information there, including the order ID or the order number.  And if it's not applicable in your end, you may just put an A, okay?  Thank you.  All right.  Thank you so much, ######, and we'll be waiting for your response so that we can assign this directly to the mobile support team.  Have a great day.  Bye for now.\nSpeaker 6: Wait.  That's it?  We just \u2013 okay.  Bye.\nSpeaker 5: Mm-hmm.  Thank you.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with a corporate phone upgrade. The employee explained that they attempted to upgrade their phone through the company\u2019s mobility website, expecting a free or discounted phone based on past experiences and Verizon\u2019s current free phone promotion. However, the website displayed conflicting charges, leading the employee to mistakenly place an order for a phone costing $750 plus $67 per month. The employee requested assistance to cancel the order and clarify the upgrade process.\n\nThe helpdesk agent confirmed the issue and explained that the cancellation would need to be handled by the mobile support team. The agent requested additional information, such as the order ID, and sent a message via Microsoft Teams for the employee to provide the necessary details. The agent assured the employee that the issue would be escalated to the mobile support team once the information was received. The call concluded with the employee expressing some confusion about the next steps but agreeing to provide the requested details.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the phone upgrade and the helpdesk agent's response. It is relevant, focusing on the key aspects of the conversation without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The summary is accurate, correctly reflecting the employee's confusion about the charges and the helpdesk agent's steps to resolve the issue. However, it slightly lacks completeness as it does not mention the high call volume and performance issues mentioned at the beginning of the transcript, which could be relevant context. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the employee's issue with the corporate phone upgrade and the helpdesk agent's response. The summary has a clear structure, making it easy to understand and follow, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the employee's confusion about the charges, the request to cancel the order, and the agent's decision to escalate the issue to the mobile support team. The summary also captures the main concerns and the proposed resolution, making it complete.\n\nHowever, the summary could be improved slightly by including more specific details about the initial confusion with the website's charges and the employee's final expression of confusion about the next steps. Despite this, the summary overall does an excellent job of distilling the key points from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the employee's confusion about phone upgrade pricing\n2. Correctly explains the misunderstanding about the $67 vs $750 pricing\n3. Properly captures the resolution process involving the mobile support team\n4. Maintains good coherence with clear problem-solution structure\n5. Includes relevant context about Verizon's promotion and past experiences\n\nHowever, there are minor areas for improvement:\n1. Could be slightly more concise by removing some details about pricing\n2. Could have mentioned the Teams message was specifically for collecting order information\n3. Could have been clearer about the exact next steps expected from the employee\n\nOverall, the summary provides a comprehensive and accurate account of the interaction while maintaining good readability and logical flow, with only minor opportunities for improvement.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "bd950494-98e3-443b-be60-7683b5e4d649",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee (Speaker 5) contacting the IT helpdesk (Speaker 4) to address an unresolved issue with a ticket (RITM 23880454) that had been open for over two months. The issue pertains to recurring unauthorized removal of access to WBS (Work Breakdown Structure) authorizations, requiring the team to re-grant access monthly. The employee expressed frustration over the lack of updates or resolution.\n\nThe IT helpdesk agent acknowledged the inconvenience, confirmed the ticket was still open, and noted it had been assigned to the wrong team. To address the issue, the agent proposed creating a new incident (INC) ticket, escalating it to the appropriate support team, and ensuring the original ticket is noticed. The agent also requested the employee to provide additional details via Teams to elaborate on the issue, which would be included in the new ticket.\n\nThe employee appreciated the proposed resolution and requested escalation to expedite the process. The call concluded with the agent committing to follow up and the employee agreeing to provide further details. Both parties expressed gratitude and ended the call on a positive note.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to wait.\nSpeaker 4: Thank you for calling CIO.  This is ####.  Please provide your employee number.\nSpeaker 5: Okay, it's ########.\nSpeaker 4: I have ########.  So, it's ###############.  What is your central email address?\nSpeaker 5: It's ###########.\nSpeaker 4: Thank you, ##.  What is your callback number?\nSpeaker 5: Hi.  ####, I raised this one ticket, but no one responded.  And then the issue is still ongoing.  So I was wondering if someone can actually look into this.\nSpeaker 4: What is your callback number first?\nSpeaker 5: Oh, it's ############.\nSpeaker 4: Your callback number is ############.  Mm-hmm.  All right.  OK.  I apologize first for inconvenience.  I will do my best to help you.  May I ask again what happened on your end?  Sorry.  Hello?  Can you hear me?  Your voice is not clear.  It feels like you're too far from the mic.\nSpeaker 5: Yeah, let me adjust it.  Can you hear me better now?\nSpeaker 4: Much better.  Oh, thank you.\nSpeaker 5: Okay, perfect.  Yeah, so I do have an open ticket that was never answered, and it's been almost like two months, more than two months.\nSpeaker 4: Do you have the ticket number?  Mm-hmm.\nSpeaker 5: It's RITM 23880454.\nSpeaker 4: What is this ticket all about?  Request machine?  Request software?  Can you give me a background?\nSpeaker 5: It's about the ### WBS authorization.  So it's not only one WBS, but we are adding people to grant access to WBSs, but then every month people are getting removed for no reason.  So the team has to re-grant them access every month, and this has been kind of painful.  So yeah, I just wanted to know what's going on.\nSpeaker 4: Okay, one moment.  Checking with the ticket number, hold on.  Still tag us open.  Right.  Let me open.  Yeah, from July.\nSpeaker 5: Yeah, nothing has been updated.  No one reached out to me, but the issue is still there.\nSpeaker 4: Ticket assigned to my TE.  What I'm going to do, ##, I will ping you on Teams, send all of your questions on Teams, and then I will create INC ticket for you.  I will assign it to support team of my time and expenses.  Yeah, that would be great.\nSpeaker 5: Yeah, no one was assigned to this, and then, yeah, we're having these issues for months now.  If this can be escalated, that would be great.\nSpeaker 4: Yeah, yeah.  That's why I'm going to create a ticket for you, then assign it to support team.  Okay?  For them to notice the RITM ticket.  I will ping you on Teams to elaborate the main concern or issue, ##, to me on Teams, like you can explain the concern, then I will copy and paste, assign it to support team.\nSpeaker 5: Okay?  Thank you so much.  Thank you.\nSpeaker 4: Appreciate that one, ##.  I will wait for your update.  Okay.  Thank you.  Yeah.  Thank you.\nSpeaker 5: Have a good day.  Thanks.  Thank you.  You too.  Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee (Speaker 5) contacting the IT helpdesk (Speaker 4) to address an unresolved issue with a ticket (RITM 23880454) that had been open for over two months. The issue pertains to recurring unauthorized removal of access to WBS (Work Breakdown Structure) authorizations, requiring the team to re-grant access monthly. The employee expressed frustration over the lack of updates or resolution.\n\nThe IT helpdesk agent acknowledged the inconvenience, confirmed the ticket was still open, and noted it had been assigned to the wrong team. To address the issue, the agent proposed creating a new incident (INC) ticket, escalating it to the appropriate support team, and ensuring the original ticket is noticed. The agent also requested the employee to provide additional details via Teams to elaborate on the issue, which would be included in the new ticket.\n\nThe employee appreciated the proposed resolution and requested escalation to expedite the process. The call concluded with the agent committing to follow up and the employee agreeing to provide further details. Both parties expressed gratitude and ended the call on a positive note.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise, effectively capturing the main points of the call without unnecessary details. It focuses on the unresolved ticket issue, the recurring unauthorized removal of WBS authorizations, and the proposed resolution by the IT helpdesk agent. The information is relevant and directly related to the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. It accurately reflects the content of the call transcript, with no false or misleading information. The summary is also complete, covering the main problems and the proposed resolutions, including the creation of a new incident ticket and the request for additional details via Teams. Overall, the summary meets all the evaluation criteria effectively.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is of high quality, effectively conveying the main points of the call transcript in a concise manner. It accurately captures the employee's issue with the unresolved ticket and the IT helpdesk agent's proposed resolution. The summary is well-structured, making it easy to follow and understand. The information presented is relevant to the main topic, and the summary does not contain any false or misleading information.\n\nThe summary also provides a fair description of the main problems and resolutions, highlighting the employee's frustration and the agent's efforts to address the issue. However, some minor details, such as the initial automated messages and the brief technical issue with the employee's microphone, are omitted, which is acceptable given the focus on the main issue.\n\nOverall, the summary strikes a good balance between conciseness, relevance, coherence, accuracy, and completeness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It effectively condenses a lengthy transcript into three focused paragraphs while maintaining essential information.\n2. Relevance: All included information directly relates to the core issue (WBS authorization problems) and its resolution process.\n3. Coherence: The summary follows a logical structure - problem description, helpdesk response, and conclusion - making it easy to follow.\n4. Accuracy: Details are precisely captured, including the ticket number (RITM 23880454), the duration of the issue (2+ months), and the exact nature of the WBS authorization problem.\n5. Completeness: Both the customer's concerns (recurring access removal, lack of response) and the agent's solution (creating new INC ticket, Teams follow-up) are well documented.\n\nMinor improvement could be made by mentioning the initial automated message about system issues, but this wasn't central to the main conversation. Overall, the summary effectively captures the essence of the interaction while maintaining professional tone and clarity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "8f614dfc-03e1-417f-8cf0-0256e9540541",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue preventing them from installing a client-required application and setting up a VPN for their work. The employee reported receiving an error message indicating a \"vulnerability application version detected.\" After confirming the employee's details, the helpdesk agent initiated remote troubleshooting using a remote access tool. However, the installation process did not progress, and the application could not be installed.\n\nThe helpdesk agent determined that the issue was related to a client-specific application, which the company's IT support does not manage. The agent advised the employee to contact the client\u2019s helpdesk for further assistance in obtaining the correct application. The employee was informed that if the client directed them back to the company\u2019s IT support, they could reopen the ticket within two hours. The ticket was temporarily closed, and the employee was informed they would receive a feedback survey via email. The call concluded with the employee acknowledging the next steps.",
    "base64_images": [],
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, #### and Cherto, press 4.  You can also resolve many issues online via tech support.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 4: Hi, this is ##########, service desk, and I have your employee number.  ##########.  Thank you.  And also, please confirm your phone number.  \nSpeaker 5: Phone number, I'm going to find it. It's ################.\nSpeaker 4: Thank you.  May I confirm your personnel number?  It's ###############, am I correct?\nSpeaker 5: No, #####.\nSpeaker 4: And also, please confirm your enterprise ID.\nSpeaker 5: I don't know what my enterprise ID.  I only have that ID number and the phone number.\nSpeaker 4: OK.  Can you provide me your Accenture email?\nSpeaker 5: ###########################.\nSpeaker 4: Thank you.  So for this one, sorry, how can I help you today?\nSpeaker 5: I'm trying to.  I'm doing client work, but I'm trying to install a file, and I'm getting an error message that tells me vulnerability application version detected.  And I need to add this.  application to access the work.  I'm trying to set up a VPN so that I can do the work for this client, and it's not allowing me to do so.\nSpeaker 4: Okay.  Regarding this one, ####, I do apologize for this inconvenience, but since you've been online, I have a video concern.  And just to make sure you read it correctly, you are not able to install a specific application because you'll receive an error.  and you're not able to do the client work, am I correct?\nSpeaker 5: Okay.  Correct.\nSpeaker 4: So, regarding this mentoring, we will initiate a remote testing so that I can check further, okay?  So, for the remote testing, please open a browser and search for 123rescue.com.  Okay, your code.  is 688381.  Okay.  Please click start download and then run the file as administrator.  And also, sorry, the installer is from client, right?\nSpeaker 5: Yes.\nSpeaker 4: Give me one moment.  Okay, please click.  okay.  Okay, can you show me the file?\nSpeaker 5: And it has to be run through Edge, through Microsoft Edge.\nSpeaker 4: please click Accenture Business and then click Yes.  OK, can you check if there is a file that is currently installing?\nSpeaker 5: It's showing no progress with anything running.  I don't see anything that's running in the background.\nSpeaker 4: OK, can you check if your client works right now, if you can go through?  or if you couldn't proceed.\nSpeaker 5: Yeah, that sounds about to try.  And that's what I... No, it's not.  It's not installing the program.\nSpeaker 4: Okay.  Okay, the program is not installed, right?\nSpeaker 5: Yeah.\nSpeaker 4: We'll try again.  Okay, regarding this one, sorry, since there is no installation in the background, please try to reach out first the client helpdesk.  regarding this one, okay?  Because we are not supporting this application.  You need to double-check first with the client for the correct application that you need to install, okay?  And if the client ask you to reach us back just give us a call back so that we can reopen your ticket within the submitted two hours, okay?\nSpeaker 5: All right, no problem.\nSpeaker 4: Okay, so regarding this one, ####, I will temporarily close your ticket and you will receive a survey by email and your feedback is highly appreciated.  And if ever that the client has advised you to reach us back, give us a call back so that we can reopen your ticket, okay?  Thank you and bye for now.  No problem.\nSpeaker 5: Thank you.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue preventing them from installing a client-required application and setting up a VPN for their work. The employee reported receiving an error message indicating a \"vulnerability application version detected.\" After confirming the employee's details, the helpdesk agent initiated remote troubleshooting using a remote access tool. However, the installation process did not progress, and the application could not be installed.\n\nThe helpdesk agent determined that the issue was related to a client-specific application, which the company's IT support does not manage. The agent advised the employee to contact the client\u2019s helpdesk for further assistance in obtaining the correct application. The employee was informed that if the client directed them back to the company\u2019s IT support, they could reopen the ticket within two hours. The ticket was temporarily closed, and the employee was informed they would receive a feedback survey via email. The call concluded with the employee acknowledging the next steps.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the application installation and the steps taken by the helpdesk agent. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the key details from the transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the specific steps taken during the remote troubleshooting (e.g., using 123rescue.com and the code provided). Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with installing a client-required application and the helpdesk agent's attempts to resolve it. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the error message, the remote troubleshooting attempts, and the helpdesk agent's advice to contact the client's helpdesk. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nThe only potential improvement could be to include more specific details about the client-required application and the VPN setup, but overall, the summary provides a clear and accurate representation of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the initial problem (installation issue and VPN setup)\n2. Accurately describes the troubleshooting steps taken (remote access attempt)\n3. Correctly presents the resolution (referral to client helpdesk)\n4. Includes important follow-up information (2-hour window for reopening ticket)\n\nThe summary is concise while maintaining all crucial details, has a logical flow from problem to resolution, and accurately reflects the conversation without any factual errors. It's well-structured, starting with the initial issue, moving through the troubleshooting attempt, and ending with the resolution and next steps.\n\nThe only minor improvement could have been including the specific remote access tool used (123rescue.com), but this detail isn't crucial to understanding the interaction's outcome. The summary successfully balances brevity with completeness while maintaining professional language and clarity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "301d8eac-30d1-4ace-9fe8-8ed046cc4cf7",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT assistance to regain access to their account after changing their mobile phone, which disrupted their app-based authentication. The IT helpdesk agent guided the employee through the process of accessing the necessary website, mypasswordless.accenture.com, to reset authentication. However, the employee faced difficulties understanding the instructions and navigating the process due to language barriers and technical issues.\n\nThe agent attempted to help the employee verify their identity using alternative methods, such as a PIN or biometric options, but these were not available. As a result, the agent informed the employee that a temporary access pass would be required, which could only be generated by the Level 2 support team. Unfortunately, this team was unavailable during the weekend.\n\nThe employee requested a callback on Monday with a Spanish-speaking agent to assist further, as their mother, who was involved in the process, does not speak English. The agent confirmed that Spanish language support should be available on Monday and concluded the call.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: Para soporte de acceso y contrase\u00f1a, presione cero.  Para soporte de aplicaciones, technology, telecom, y dispositivos m\u00f3viles, presione... Para el soporte de aplicaciones tecnol\u00f3gicas y empresariales, incluidas las telecomunicaciones, pulse uno.  Y para ADT, PPM, y... Para restablecer la contrase\u00f1a de Enterprise, presione uno.  Para telecomunicaciones y otras technology and business application support, presione dos.\nSpeaker 2: Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us.\nSpeaker 3: Thank you for calling CIO, this is ###### speaking.  May I have your Accenture Enterprise ID?\nSpeaker 4: Okay, one minute.\nSpeaker 3: Yes?\nSpeaker 4: One second.  Okay.  #############.\nSpeaker 3: I'm sorry, can you come again?\nSpeaker 4: ###############.\nSpeaker 3: All right, just a moment, let me quickly check with this.  Okay, may I confirm your first name and last name?\nSpeaker 4: #####.\nSpeaker 3: Hello, #####.  How may I assist you today?\nSpeaker 4: One second.  I changed my mobile phone and I need to...\nSpeaker 4: I need access at... by the app authentication again.\nSpeaker 3: Okay, I understand.  Let me assist you with this, #####.  So, are you able to access your Accenture laptop right now?\nSpeaker 4: Yes, but I have to, it's on.  Yes.\nSpeaker 3: Okay, open up a web browser.  I have access to my laptop.  Okay, open a web browser on your laptop.\nSpeaker 4: I don't understand what you are saying.  Sorry.\nSpeaker 3: Open Google Chrome or Edge on your laptop.\nSpeaker 4: Okay, Google Chrome.\nSpeaker 3: Okay.\nSpeaker 3: In Google Chrome, go to mypasswordless.accenture.com\nSpeaker 4: Password.accenture.com\nSpeaker 3: Passwordless.accenture.com\nSpeaker 4: One second, one moment.\nSpeaker 4: Okay, one question.\nSpeaker 3: Yes.\nSpeaker 4: The thing is that I changed my phone, okay?  for the authentication app in my phone.\nSpeaker 3: Yes, I understand.  And I am helping you with that itself.  Okay, okay.\nSpeaker 4: So my password, I think I read wrong, sorry.  My password.  I'm looking for that page.  One second.\nSpeaker 3: Okay.\nSpeaker 4: Mypassword.accenture.com.\nSpeaker 3: #####, listen carefully.  It is mypasswordless.accenture.com.  Okay, one second.  It's charging.\nSpeaker 4: Okay, so it put a number here.\nSpeaker 3: Underneath that number, do you see anything like I cannot use my Authenticate app or something like other ways to sign in?\nSpeaker 4: Click on that.  Okay, so it says verify your identity.  Use a verification code or the other one.\nSpeaker 3: What options do you have over here?\nSpeaker 4: I have one that puts, use a verification code or approve a solicitation in my app, Microsoft Authentication.  Is that one right?\nSpeaker 3: No, you do not have access to your old device, correct?  So you will not be able to approve the authentication request.  Okay, okay, that's true.\nSpeaker 4: So the other option.\nSpeaker 3: Yes, so you have this option to use pin biometrics like face fingerprint something like that.  Do you have that?\nSpeaker 4: Can you repeat please?\nSpeaker 3: #####, I believe you are on a Windows laptop, correct?  It's an Accenture Windows laptop.  What method do you use to sign in to your Accenture laptop itself?\nSpeaker 4: What method?\nSpeaker 3: Password, PIN, face, fingerprint.\nSpeaker 4: Okay, one second, I'm asking.  \u00bfQu\u00e9 utiliza para abrir este ordenador?  \u00bfUn c\u00f3digo, una contrase\u00f1a?\nSpeaker 5: \u00bfUn PIN?  \u00bfUn c\u00f3digo PIN?\nSpeaker 4: Un PIN, a PIN.\nSpeaker 3: Okay, so on your...\nSpeaker 4: To open that laptop, we use a PIN.\nSpeaker 3: Okay, so on this website, use the same to get it, to get and sign into your account.  You should have that option then.\nSpeaker 4: I'm right now, sorry for this mess, okay?  I'm right now in the page that you told me, okay?  So now it says, verify your identity.  Verify code or approve authorization in my app because of authentication.  Which one do I have to put to use?\nSpeaker 3: Yes.  So among them, is there anything that states pin, face, fingerprint, like that?  No.  Okay.  Then you cannot sign into your Accenture email.  So to assist you with this, we will need a temporary access pass.  Unfortunately, as this is a weekend, we do not have any member from our Level 2 team to help with the temporary access pass generation.  Okay.  I will request you to call us back at a later date.  If possible, we can also provide you a call back.  So kindly help me with your mobile phone number.\nSpeaker 4: Yes, but we would love to have a Spanish speaker because my mom doesn't speak English.  So your colleagues later tell us that she was going to put us with a Spanish speaker, but it doesn't happen.  It will come back to you.  So I give you my phone, my mom #####'s phone, We can call back in Monday, but we will need a Spanish speaker if that is possible, because it's easier.\nSpeaker 3: I understand.  It might be so that the language support team is not available right now.  Hence, you are not able to contact them, but they should be available.\nSpeaker 4: Maybe on Monday.  Okay, on Monday, a Spanish speaker will be available, right?\nSpeaker 3: Yes, they should be available.\nSpeaker 4: Okay, perfect.  Well, so thank you so much.\nSpeaker 3: No problem.  Thank you for calling CIO.  Have a wonderful day.  Thank you.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT assistance to regain access to their account after changing their mobile phone, which disrupted their app-based authentication. The IT helpdesk agent guided the employee through the process of accessing the necessary website, mypasswordless.accenture.com, to reset authentication. However, the employee faced difficulties understanding the instructions and navigating the process due to language barriers and technical issues.\n\nThe agent attempted to help the employee verify their identity using alternative methods, such as a PIN or biometric options, but these were not available. As a result, the agent informed the employee that a temporary access pass would be required, which could only be generated by the Level 2 support team. Unfortunately, this team was unavailable during the weekend.\n\nThe employee requested a callback on Monday with a Spanish-speaking agent to assist further, as their mother, who was involved in the process, does not speak English. The agent confirmed that Spanish language support should be available on Monday and concluded the call.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with app-based authentication after changing their phone, the steps taken by the IT agent, and the eventual need for a temporary access pass. The summary is relevant, focusing on the key aspects of the call without extraneous details. It is coherent, with a clear structure and logical flow of ideas. The information is accurate, reflecting the transcript's content without introducing errors. However, the summary could be slightly more complete by mentioning the specific difficulties the employee faced with understanding the instructions and the exact nature of the technical issues. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with regaining access to their account after changing their mobile phone. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence.\n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the employee's difficulties, the agent's attempts to assist, and the need for a temporary access pass. It also accurately notes the unavailability of the Level 2 support team during the weekend and the request for a Spanish-speaking agent on Monday.\n\nThe summary provides a fair description of the main problems and resolutions, covering the employee's initial issue, the attempted solutions, and the final outcome, thus achieving completeness. Overall, the summary effectively captures the essence of the call transcript without omitting crucial details or introducing inaccuracies.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the core issue (authentication problems after phone change)\n2. Accurately describes the attempted solution process (accessing mypasswordless.accenture.com)\n3. Correctly notes the language barrier challenges\n4. Accurately presents the outcome (need for Level 2 support and temporary access pass)\n5. Includes the resolution (callback arrangement for Monday with Spanish support)\n\nThe summary is well-structured, flowing logically from problem identification through attempted solutions to final resolution. It maintains relevance throughout, avoiding unnecessary details while including all crucial information. It's concise yet comprehensive, providing enough context to understand the situation fully. The information is accurate, with no misrepresentations of the original transcript. The only minor improvement could be mentioning that the employee was accessing this with their mother's help throughout the call, which adds context to the language barrier situation.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "3253e8e7-5db2-44a8-8284-16c259a6c134",
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    "predicted_text": "An employee contacted the IT helpdesk to report a broken link on the \"My Holdings\" page, which typically redirects to the employee stock purchase plan broker's landing page. After verifying the employee's details, the IT agent requested a screenshot of the issue via Microsoft Teams and suggested clearing the browser cache to troubleshoot. The employee agreed to try this and share the screenshot.\n\nUpon reviewing the issue, the IT agent determined that the problem required escalation to the support team responsible for the broker's platform. The agent provided the employee with the broker's support contact information and advised them to reach out directly for further assistance. The IT agent also informed the employee that the ticket would be marked as resolved on their end but could be reopened if needed. The call concluded with the employee thanking the agent and agreeing to follow up with the broker's support team.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 1.  Please enter your 8-digit personnel number.\nSpeaker 2: They are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold if you would prefer.\nSpeaker 3: Hi, this is #### from CIO.  Can you please provide your personnel number?  ##########.  Okay, let me just check your account first here on my end.  Wait a sec.  Okay, how about your EID or Accenture email?\nSpeaker 4: ################################.\nSpeaker 3: And then your callback number?  ############.  Okay.  Thank you so much for those information.  So how can I help you today?\nSpeaker 4: This is not a big thing, but when I go on to the My Holdings, and it takes you to the landing page for, you know, employee stock purchase plan, There's a click button to the brokers.  For example, the one I have is ###, and usually I was able to click on that and it took me straight to the ### one-source landing page.  That thing seems to be broken.  That link is broken.\nSpeaker 3: Okay.  For this one, I'm very sorry for the inconvenience, but since you got me on the line, I'll try my best to help you with this one, okay?\nSpeaker 4: Okay.\nSpeaker 3: Okay, but for this one, #######, can I check this one first here on my end?  And while checking this one, can I put this call on hold for two minutes?  Let me just confirm the page as well, okay?  Yeah.  Okay.  Yeah, okay.  Thank you.  Hi, #######.  Thank you for patiently waiting.\nSpeaker 4: Yep.\nSpeaker 3: Yep.  #######, for this one, can you send a screenshot as well to me, the error message?  I'll be pinging you on Microsoft Teams.\nSpeaker 4: Okay.  Can you just reach out to me?  I'm trying to type with somebody else right now.  Can I do that?  Yeah, I mean ...Ping me on Teams, and I'll come back to you with a screenshot in a little bit, okay?\nSpeaker 3: Okay.  Okay, I already pinged you as well.  So for this one, to further access this site as well, can you clear the cache and browser of the browser as well, and then can you try to access it?\nSpeaker 4: Okay.\nSpeaker 3: But once it will not work, I'll be needing to assign this to the MyHolding support team so that they can further check.\nSpeaker 4: Okay.\nSpeaker 3: Okay, okay, so what is that now?  I think I'll be waiting for your ping as well.  All right, hold on for me.  Just do this.\nSpeaker 4: I will do this.  Hold on, hold on.\nSpeaker 3: Okay, sorry for that.\nSpeaker 4: All right, and I go in here.  Yes.\nSpeaker 3: Okay.\nSpeaker 4: Hold on.  Okay, hold on how do you ## ###?\nSpeaker 3: Yeah, that's me.\nSpeaker 4: Okay, I'm sending it now.  You get it?\nSpeaker 3: Yeah, I get it, but can you resend it?  I cannot see the file.\nSpeaker 4: Well, there's no file.  It's a screen.  I'm showing you...\nSpeaker 3: All right, hold on.  All right, hold on.\nSpeaker 4: All right, so let's go here.  So I'm going to show you the screen.  Well, I'm not going to show you the whole screen, so... All right, so when you go to My Holdings... Oops.\nSpeaker 3: I mean the picture that you sent me.  I can check.  Okay, I get it.  I can see it now.\nSpeaker 4: Okay, so what I'm going to send you now is on the My Holdings, there's this link that says to ###.  So I'm going to share.  This is before you get to that.  And before I used to be able to click on that.  And it would then take me.  it would then take me to the one which no longer, the link is broken.\nSpeaker 3: Okay.\nSpeaker 4: Go ahead.\nSpeaker 3: For this one, #######, since the page that you are talking about is the ### as well, so we have a support team of the ### as well with me.  I can provide you the phone number as well so that you can check this one with them, okay?  Can I provide the phone number?  Okay, it's ###.\nSpeaker 4: So I have to call ###.  is what you're saying?\nSpeaker 3: Yeah, you need to reach out to them first, okay?  Okay, I'll be repeating it.  It's ###.  Yep.  ###.  Mm-hmm.  ####.\nSpeaker 4: Okay, great.  I'll do that.  Okay?\nSpeaker 3: Okay.  All right, thanks.  Thank you so much again, #######.  And for this one, since no further actions are on my end as well, I'll be now just tagging your ticket here to solve, and upon the resolution of the ticket, you may receive a survey via email, and your feedback is highly appreciated.  No worries on this one.  We can reopen the ticket once.  you cannot help me with this one, okay?\nSpeaker 4: Okay.  Very good.  Thank you.\nSpeaker 3: Okay.  Thank you so much as well, and have a wonderful day.  Bye.  Bye.\nSpeaker 4: You too.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to report a broken link on the \"My Holdings\" page, which typically redirects to the employee stock purchase plan broker's landing page. After verifying the employee's details, the IT agent requested a screenshot of the issue via Microsoft Teams and suggested clearing the browser cache to troubleshoot. The employee agreed to try this and share the screenshot.\n\nUpon reviewing the issue, the IT agent determined that the problem required escalation to the support team responsible for the broker's platform. The agent provided the employee with the broker's support contact information and advised them to reach out directly for further assistance. The IT agent also informed the employee that the ticket would be marked as resolved on their end but could be reopened if needed. The call concluded with the employee thanking the agent and agreeing to follow up with the broker's support team.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the broken link, the troubleshooting steps suggested, and the escalation to the broker's support team. It maintains relevance by focusing on the main topic of the broken link and the steps taken to address it. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate and matches the details in the transcript. However, the summary omits some minor details, such as the initial hold time and the specific interactions about sending the screenshot, which could provide a fuller picture of the call. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the broken link and the steps taken to address it. The structure is coherent, making it easy to follow the sequence of events. The information presented is accurate, aligning with the details from the call transcript. The summary also provides a complete overview of the problem, the troubleshooting steps, and the resolution, including the escalation to the broker's support team. It captures the essence of the conversation without omitting crucial details or introducing inaccuracies.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Clearly identifies the main issue (broken broker link on My Holdings page)\n2. Accurately describes the verification process and troubleshooting steps\n3. Correctly outlines the resolution (referral to broker's support team)\n4. Maintains proper chronological flow of events\n5. Includes relevant details while omitting unnecessary information\n\nThe summary demonstrates strong coherence with clear progression from problem identification to resolution. It's concise yet comprehensive, avoiding redundant information while maintaining all crucial details. The accuracy is excellent, with no misrepresentation of facts from the original transcript. The summary successfully captures both the technical issue and the service interaction aspects.\n\nMinor improvement could be made by mentioning the specific broker (which was redacted in transcript), but this doesn't significantly impact the summary's quality since the essential information is preserved.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "0ae869b1-9ff0-4036-85cd-c8c989c00286",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee (Speaker 3) seeking assistance from the IT helpdesk (Speaker 2) after being locked out of their account. The employee was unable to log in due to issues with their PIN, password, and facial recognition. The helpdesk agent verified the employee's details and guided them through the process of resetting their password via the company\u2019s self-service portal. During the process, the employee unexpectedly regained access to their computer, possibly through facial recognition.\n\nThe agent then assisted the employee in setting up a new PIN. However, the process encountered issues, prompting the agent to suggest a remote session for further troubleshooting. The agent sent a link via Microsoft Teams to initiate the remote session, and the employee followed the instructions to connect. The call concluded with the agent transitioning the support to the remote session, ensuring the employee that the issue would be resolved.\n\nThe call highlighted the employee's frustration with login issues and the agent's efforts to provide step-by-step guidance and reassurance. The session was expected to continue remotely to fully resolve the problem.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage, and other video conferencing technologies, press 0.  For Technology and Business Application Support, press 1.  For Mobile Communication, please enter your 8-digit personnel number so we can locate your details.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a Gone Phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.  All agents are currently assisting other calls.\nSpeaker 2: Hi, this is #### from CIO.  Can you provide your personnel number?  It's ###############.  It's ###############?  Yes.  Okay.  Let me just check your account first here on my end with a sec.  And then how about your EID or access to your email?\nSpeaker 3: ################.\nSpeaker 2: And then your callback number?  ############.  Okay, wait a second.  Let me just check your account first, okay?\nSpeaker 3: Okay.\nSpeaker 2: Okay.  Thank you so much for those informations.  ####, how can I help you today?\nSpeaker 3: I'm locked out of my account.  The PIN has never worked.  I can never get it to work.  And the FACE ID isn't working, and now I can't log into my computer.\nSpeaker 2: Okay.  And then, but before, you're using a PIN or a password?\nSpeaker 3: A password, which I don't remember it either, which doesn't help, but I was using the FACE login and that, but now that's not working.\nSpeaker 2: Okay, so for this one, ####, I am very sorry for the inconvenience, but since you've got me on the line, I'll try my best to help you with this one, okay?\nSpeaker 3: Okay.\nSpeaker 2: And then, upon logging in using your facial recognition, what is the error message?\nSpeaker 3: Well, the error message is your PIN is required to sign in, but I don't have a PIN that works.  And that's something, so I have, I can't log in.  There's no PIN, there's no password, I'm just locked out.\nSpeaker 2: Okay, yeah.  For this one, I'm just checking here on my end.  Your account is password-enabled.  So for this ####, we can reset your password now on this help service password.  So can you go to the site?  It's myid.accenture.com.  Okay.  And then can you select the second option, this help service password request slash unlock?  Yeah.  Okay.  Okay, and then enter your Accenture email.\nSpeaker 3: Do I do I forgot my password?  Oh, yeah, I forgot my password.\nSpeaker 2: Yeah, I forgot my password.  Select that option.\nSpeaker 3: Check my mobile phone.  Okay.  Okay.  Now I just got in, so now I don't know how that happened.\nSpeaker 2: What is that again?\nSpeaker 3: Now I logged into my computer somehow.  I don't know how all of a sudden it logged me in.\nSpeaker 2: Maybe your facial recognition?  But since you are now logged into your laptop as well, we can just set up the PIN.  I'll be helping you to set up the PIN as well.\nSpeaker 3: Where do I go to do that?\nSpeaker 2: Okay, just press the Windows button and search for PIN.\nSpeaker 3: Okay.\nSpeaker 2: Oh, sorry.  It's trying to connect to the Internet.  It's going to be in a minute.  Yeah.  Maybe the issue here as well is you are not connected to the Internet.\nSpeaker 3: No, I'm connected now, so I'm looking at the PIN, setup PIN.\nSpeaker 2: Yes, setup PIN, sign in.  And then can you select the Windows Hello?  It's still loading.\nSpeaker 3: Okay.\nSpeaker 2: Pin Windows Hello.\nSpeaker 3: Okay.  It says change your pin.\nSpeaker 2: Can you select the I forgot my pin option at the bottom part?  Yes.  Yeah.  Just click that one.\nSpeaker 3: This is an approved request on my Microsoft Authenticator app.\nSpeaker 2: Yeah, it will just notify your Microsoft Authenticator app.  Just enter the code that is displayed on the screen, okay?  Okay.\nSpeaker 3: Okay, it said, let's try something else.  It wouldn't work.\nSpeaker 2: Okay, for this one, ####, can we do a remote session as well so that I can help you setting up your pin?\nSpeaker 3: Yes.\nSpeaker 2: Okay, I'll be pinging you on Microsoft Teams.  Just click the link that I'll be sending to you, okay?\nSpeaker 3: Okay.\nSpeaker 2: Okay, just wait a sec.  Okay, we are unchecked.  Okay, this one, can you click that link?  I already sent it to you on Microsoft Teams?  and it will automatically download once you click that link, and then just open the file once it is downloaded, okay?\nSpeaker 3: Okay.  Okay.\nSpeaker 2: Okay, now connect it.  Can you click OK?  Yes.  OK.  Let me just check.  One more time.  Okay, wait a sec.  For this one, ####, while checking this one here on my end as well, can we continue this one now on the remote session while I'm helping you with this issue?  Rest assured, I'll be helping you with this issue, okay?  You can use the chat box here to communicate.\nSpeaker 3: Okay, so hang up the call, you mean?\nSpeaker 2: Yeah, yeah, and let's continue on the remote session, okay?  Okay, thank you.  Bye.  Okay, thank you so much, and have a wonderful day.\n</call_transcript>\n<summary>\nThe call involved an employee (Speaker 3) seeking assistance from the IT helpdesk (Speaker 2) after being locked out of their account. The employee was unable to log in due to issues with their PIN, password, and facial recognition. The helpdesk agent verified the employee's details and guided them through the process of resetting their password via the company\u2019s self-service portal. During the process, the employee unexpectedly regained access to their computer, possibly through facial recognition.\n\nThe agent then assisted the employee in setting up a new PIN. However, the process encountered issues, prompting the agent to suggest a remote session for further troubleshooting. The agent sent a link via Microsoft Teams to initiate the remote session, and the employee followed the instructions to connect. The call concluded with the agent transitioning the support to the remote session, ensuring the employee that the issue would be resolved.\n\nThe call highlighted the employee's frustration with login issues and the agent's efforts to provide step-by-step guidance and reassurance. The session was expected to continue remotely to fully resolve the problem.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's login issues and the steps taken by the helpdesk agent. It maintains relevance by focusing on the key aspects of the interaction, such as the verification of details, password reset, and the transition to a remote session. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the actual conversation without introducing any false or misleading details. However, the summary could be slightly more complete by mentioning specific details like the URL provided for the password reset and the exact nature of the error messages encountered. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's login issues and the helpdesk agent's efforts to resolve them. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly reflects the events and conversations in the call transcript. It also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, there are some minor details that could be improved. For example, the summary does not mention the initial automated message about the high call volume and performance issues with MyT, which is not directly related to the employee's issue but provides context for the call. Nevertheless, the summary is overall of high quality.\n\nConsidering these factors, I would score the summary as follows.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (login problems with PIN/password/facial recognition)\n2. Accurately describes the sequence of events, including the unexpected resolution of computer access\n3. Captures the transition to remote support via Teams\n4. Maintains good coherence with a logical flow from problem to attempted solutions\n5. Includes relevant context about the employee's frustration and agent's supportive approach\n\nThe summary is concise while including all crucial information. It accurately represents the interaction without adding incorrect information. The three-paragraph structure provides good organization: problem description, attempted resolution, and conclusion.\n\nMinor improvement could be made by mentioning the initial automated message about system issues with MyT, though this wasn't directly relevant to the caller's specific problem.\n\nOverall, the summary achieves an excellent balance between brevity and completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "34f34b0b-f74f-435e-8447-816d6061f9d7",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the company's IT helpdesk to resolve an issue with logging into the Microsoft online portal (login.microsoftonline.com). The employee reported receiving a \"timed out\" error message repeatedly when attempting to log in using their credentials. The IT agent confirmed the issue and inquired about the employee's details, including their enterprise ID, employee number, and start date. Upon learning that it was the employee's first day at the company, the agent explained that new accounts might take up to 24 hours to become fully functional for accessing certain company sites and applications. The agent advised the employee to consult with their HR partner or team lead for further guidance if the issue persisted. The employee acknowledged the explanation and thanked the agent. The call concluded with the agent informing the employee about a feedback survey and offering further assistance if needed.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Applications... To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with... If you are unable to log into your PC, due to an error, the login screen that your account has been disabled, press 9.  If you have forgotten your password, it has...\nSpeaker 2: Hi, this is ###.  Thank you for calling CIO Service Desk.  Can I have your employee number?\nSpeaker 3: Hi, ###.  My employee number is ###-#####-#######.\nSpeaker 2: Thank you.  And can I confirm your enterprise ID?\nSpeaker 3: ############.\nSpeaker 2: ######.  And in case this call got disconnected, can I have a callback number as well?  ############.  So much.  And how can I help you today?\nSpeaker 3: So I got my user ID and password to log in.  And I'm trying to log in to login.microsoftonline.com.  and I put ###################### and I put my password.  It is saying, sorry, you're timed out, please sign in again.  When I'm trying to sign in again, it is still saying the same message.\nSpeaker 2: I see.  So basically, you're trying to sign in to the Microsoft site, but it's saying that it's time up.  Yeah.  As I said, I'll be assisting you with this unkit, and I'm sorry for the inconvenience.  So, what I'm going to do is, So to check further, can I put the call on hold for about two or three minutes so that I could check on my resources regarding for this issue?  Sure, please.  Thank you.  I'll be back.  Thank you for waiting and staying the line.  So can I confirm again the website that you're trying to access?\nSpeaker 3: It is login.microsoftonline.com.\nSpeaker 2: I see.  Just to confirm, are you a new joiner or when is your... I see.  When is your official start date on Accenture?  Today.  I see.  So in logging into some sites and apps or some sites on Accenture, since this is your first day in logging in, so sometimes it needs at least 24 hours for your account to be used in logging in.  That's why you're having that kind of error.  So I highly suggest to consult with your HR partner or your lead regarding for this, and they can advise you afterwards what are the next things that you need to do.  Again, since you just joined Accenture, It would require at least 24 hours for your account or for you to sign in to some Accenture sites and apps.\nSpeaker 3: Okay.  Got it.  Thank you.\nSpeaker 2: Great.  Is there anything else I could help you with?  Absolutely, #######.  Thank you.  Great.  So, as a resolution, you'll be receiving a survey via email.  So, if you have some feedbacks, please provide them.  Thank you and have a great day.  Have a good day.  Thank you.  You're welcome.\n</call_transcript>\n<summary>\nAn employee contacted the company's IT helpdesk to resolve an issue with logging into the Microsoft online portal (login.microsoftonline.com). The employee reported receiving a \"timed out\" error message repeatedly when attempting to log in using their credentials. The IT agent confirmed the issue and inquired about the employee's details, including their enterprise ID, employee number, and start date. Upon learning that it was the employee's first day at the company, the agent explained that new accounts might take up to 24 hours to become fully functional for accessing certain company sites and applications. The agent advised the employee to consult with their HR partner or team lead for further guidance if the issue persisted. The employee acknowledged the explanation and thanked the agent. The call concluded with the agent informing the employee about a feedback survey and offering further assistance if needed.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with logging into the Microsoft online portal, the repeated \"timed out\" error, and the resolution provided by the IT agent. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the details of the call, including the employee's first day and the 24-hour wait time for account activation. However, it omits the initial steps of the call, such as the verification process and the callback number request, which are minor but relevant details. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with logging into the Microsoft online portal and the IT agent's resolution. The summary has a clear structure, starting with the problem, then the investigation, and finally the resolution, making it coherent and easy to follow. The information presented is accurate, matching the details provided in the call transcript. The summary also provides a fair description of the main problem and resolution, making it complete. The only potential improvement could be to make the language even more concise, but overall, the summary meets all the criteria for a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the key points without unnecessary details while maintaining clarity.\n2. Relevance: All information included directly relates to the core issue and its resolution.\n3. Coherence: The summary follows a logical flow from problem identification to resolution, making it easy to follow.\n4. Accuracy: The details match the transcript precisely, including the specific website, error message, and the 24-hour waiting period solution.\n5. Completeness: It covers all essential elements - the initial problem, troubleshooting steps, root cause (being a new joiner), solution provided, and next steps recommended.\n\nThe summary effectively captures the interaction's context, the specific technical issue, the agent's investigation, and the resolution provided. It also includes the important detail about the employee being a new joiner, which was crucial to understanding the problem. The only minor improvement could be mentioning the passwordless authentication options mentioned at the start of the call, though this wasn't directly relevant to the main issue.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "25e0ee10-8e6c-4b90-95d3-f07b7d791b64",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk after being locked out of all Accenture systems, including email, Teams, and other work-related platforms. The issue stemmed from a name change, which led to the deletion of the employee's old enterprise ID in the Microsoft Authenticator app, inadvertently removing access to all accounts. The employee mentioned that their manager had already approved identity verification earlier in the day.\n\nThe helpdesk agent confirmed the verification process and attempted to assist by generating a temporary access pass. The employee followed instructions to enable phone sign-in but encountered an error stating the account was temporarily locked to prevent unauthorized use. The agent advised the employee to wait 30 minutes for the account to unlock and then attempt to generate a temporary access pass via the mypasswordless.accenture.com portal. However, the employee expressed concerns about being unable to access the portal due to the account lock.\n\nThe call concluded with the agent advising the employee to wait 30 minutes and call back if the issue persisted. The employee remained unable to access their accounts by the end of the call.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  To check if your account is passwordless, please visit go.accenture.com/gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.  Please enter your eight-digit personnel number so we can locate your details if you are a contractor or do not.\nSpeaker 2: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the Service Desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: Hi, thank you for calling Service Desk.  This is ####.  May I have your personal number or your Enterprise ID, please?\nSpeaker 4: Yeah, it's #########.\nSpeaker 3: It's #########.  Yes.  Thank you.  Will you also provide me your callback number?\nSpeaker 4: It's ############.\nSpeaker 3: Will you please confirm it to me, your Accenture email?  Your Accenture...\nSpeaker 4: ###################################.\nSpeaker 3: Thank you, ####.  And I'm going to help you today.\nSpeaker 4: Yeah.  I got locked out and all of my data and Accenture access got deleted.  I've been on the phone for 24 hours.  They sent this to my people lead, an email to verify my identity.  And he said he approved it this morning, ############.  So do you want me to give you the incident number?\nSpeaker 3: Okay, so... Okay, just give me a moment.  So just to confirm.  You're calling because...\nSpeaker 4: Because I don't have access to email or Teams or anything, yeah.\nSpeaker 3: On your laptop or on your phone?\nSpeaker 4: Both, both.  Everything's gone.  because this person I was working with yesterday told me because I went through a name change to delete my old... Accenture in my old, in my Microsoft Authenticator, the one that had my old enterprise ID, and then it deleted everything, including my phone number at Accenture.\nSpeaker 3: Okay.  So you were on the verification process, is that what you mean?\nSpeaker 4: Yes, yes.  So my people got the email in the morning, he said he verified it, he approved it, and he said...\nSpeaker 3: Okay.  Will you please provide me now the incident number?\nSpeaker 4: The incident number is ########.\nSpeaker 3: Okay.  Let me check, okay.  Okay, just give me a moment, okay?\nSpeaker 4: Yeah.\nSpeaker 3: Let me check and review this ticket number that you provide.  And I just want to inform you that I'm here to assist you and I do understand.  or the situation that you have right now, okay?  So... Okay.  Will you please confirm it to me?  The... The manager who approved the vouching will provide you the internet number?\nSpeaker 4: Yeah, my people, it should be ############.\nSpeaker 3: Okay.  And will you please also provide me again your personnel number?\nSpeaker 4: It's #########.\nSpeaker 3: Okay, got it.  So you pass in the verification, so just give me a moment.  Okay.  So you have an Authenticator app downloaded on your phone, right?  Yes.  Are you able to access your Authenticator app right now?  Hello, ####.  Yes, one second.\nSpeaker 4: One second, I'm looking for it.  My manager is texting me on the phone.  All right.  Authenticator.  Yeah, I have my authenticator open.\nSpeaker 3: So you're able to access it?\nSpeaker 4: One second.  I need to close out of all of these because it's going into the main, the same thing.  So give me a second.  Microsoft Authenticator.  Okay, yes, now I'm there.  So I go to ################################, enable phone sign-in, correct?\nSpeaker 3: Okay, don't click the enable phone sign-in.  We need to generate temporary access pass first, okay?  Yes.  So just give me a moment.  Let me generate it here at my end first, okay?\nSpeaker 4: Yes.\nSpeaker 3: Okay, thank you, ####.  So while waiting for your temporary access pass, may I put this going on for about two minutes?\nSpeaker 4: Yeah, yeah, sure.\nSpeaker 3: Okay.  So please stay in the line and I'll get back to you once your temporary access pass is already available.  Hi, ####.  Thank you for patiently waiting.\nSpeaker 4: Okay.  Yeah.\nSpeaker 3: Okay.  Okay.  So please click now to enable phone sign in since your temporary access pass is already available.  So click the enable phone sign in now.\nSpeaker 4: Okay.  And then continue?\nSpeaker 3: Yes, that is correct.\nSpeaker 4: By the way, we did this two, three times yesterday.  It worked, and then two hours later, I lost it again.  Okay, let's go.  Tell me, what's the temporary?\nSpeaker 3: Okay, it's lowercase for apple.\nSpeaker 2: Okay.\nSpeaker 3: Lowercase q for queen.\nSpeaker 4: Okay.\nSpeaker 3: Number two.  And sign or shift sign.  Seven on the keyboard.  Lowercase C for dog.  Uppercase C for Charlie.  Lowercase M for Mary.  And lowercase B for boy.\nSpeaker 4: Okay, AQ2 at BCMB.\nSpeaker 3: And, and, not at.  Okay.  And sign.  Shift seven on the keyboard.\nSpeaker 4: Oh, my God.  Okay.  Wait.  Say that again.\nSpeaker 3: A, Q, 2, and sign or shift seven.\nSpeaker 4: I'm on my iPhone.  So, if it's, there's no shift seven.  N, what do you mean by?  Oh, N, N, N, okay, N, got it, got it, got it.  Okay, so AQ2N, uppercase C, or what is it?\nSpeaker 3: N, D for dog, lowercase D for dog, uppercase C for #######, lowercase M for ####, and lowercase B for boy.\nSpeaker 4: Okay, AQ2N, D, C, and B.\nSpeaker 3: That is correct.\nSpeaker 4: Your account is temporarily locked to prevent unauthorized use.  Try again later, and if you still have trouble, contact your admin.\nSpeaker 3: I'm sorry, what's the error?\nSpeaker 4: It's saying your account is temporarily locked to prevent unauthorized use.\nSpeaker 3: Okay.  So, you have to wait for about 30 minutes, and then you have to... Okay.  ...do a... to click the enable phone sign-in, but you have to wait for this.  I'm going to generate.  Okay, so just wait for about 30 minutes replication time for that, since that is a temporarily locked out.  And go to the mypasswordless.accenture.com.  You need to generate the temporary access pass on your end before you enable your phone sign-in again, okay?\nSpeaker 4: Wait, so I don't need to call you.  I go to.  what do I so I can just go to my password?\nSpeaker 3: Yes, and then click is a temporary access pass.\nSpeaker 4: It's saying these are blocks and then If I get to go to mypasswordless.accenture.com, I need to sign in.  And when I need to sign in, it's asking me for my password.  I cannot access anything.  Teams, I can't access email, I can't access my workday, any Accenture website I cannot access.\nSpeaker 3: Well, all you have to do is just wait for the replication.  sign for that for about 30 minutes.  Since your account got locked, Temporarily locked.\nSpeaker 4: Okay, so after 30 minutes, when I go to mypasswordless.accenture.com, it's not going to let me go in there even after 30 minutes because even right now it's asking for a password.  Do you get what I'm saying?\nSpeaker 3: So you have to call it back after 30 minutes.\nSpeaker 4: Okay, I'll call it back.  Thank you.\nSpeaker 3: You're welcome.  Thank you.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk after being locked out of all Accenture systems, including email, Teams, and other work-related platforms. The issue stemmed from a name change, which led to the deletion of the employee's old enterprise ID in the Microsoft Authenticator app, inadvertently removing access to all accounts. The employee mentioned that their manager had already approved identity verification earlier in the day.\n\nThe helpdesk agent confirmed the verification process and attempted to assist by generating a temporary access pass. The employee followed instructions to enable phone sign-in but encountered an error stating the account was temporarily locked to prevent unauthorized use. The agent advised the employee to wait 30 minutes for the account to unlock and then attempt to generate a temporary access pass via the mypasswordless.accenture.com portal. However, the employee expressed concerns about being unable to access the portal due to the account lock.\n\nThe call concluded with the agent advising the employee to wait 30 minutes and call back if the issue persisted. The employee remained unable to access their accounts by the end of the call.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's lockout issue, the cause (name change and deletion of the old enterprise ID), and the steps taken by the helpdesk agent. The relevance is high as it focuses on the key aspects of the call. The coherence is good, with a clear structure and logical flow of ideas. The accuracy is also high, as the summary correctly reflects the events and instructions given during the call. However, the summary could be slightly more complete by mentioning the specific error message (\"your account is temporarily locked to prevent unauthorized use\") and the employee's frustration with the repeated attempts to resolve the issue. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with being locked out of Accenture systems and the helpdesk agent's attempts to assist. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nThe summary is accurate, correctly conveying the events and conversations of the call transcript. However, it could be improved in terms of completeness. The summary does not mention the initial automated messages and the employee's 24-hour wait before speaking with the helpdesk agent, which provides context for the employee's frustration. Despite this, the summary still effectively conveys the main problems and resolutions.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript. It could be improved with additional details to provide more context, but it is still a high-quality summary.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (employee locked out after name change/authenticator deletion)\n2. Includes relevant context about manager's verification\n3. Accurately describes the attempted solution (temporary access pass)\n4. Correctly captures the outcome (locked account, need to wait 30 minutes)\n5. Maintains logical flow and coherence\n\nHowever, there are minor areas for improvement:\n1. Could be slightly more concise by removing some details about specific platforms\n2. Omits the detail about previous unsuccessful attempts mentioned by the user (\"we did this two, three times yesterday\")\n3. Doesn't mention the initial automated message about system-wide MyKey issues, though this may not be directly relevant\n\nOverall, the summary provides a comprehensive, accurate, and well-structured account of the interaction while maintaining good readability and focusing on the most important aspects of the call.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "40dc7ee7-91ae-485c-9c21-91b2b591fe32",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk after being locked out of Microsoft Teams and OneNote, likely due to compliance issues with Adobe Creative Cloud updates. The employee was unable to access their personnel number but provided their eID and callback number for account verification. The IT agent confirmed the issue was related to compliance and conditional access policies.\n\nThe agent initiated troubleshooting by preparing a ticket and contacting an available technician to remediate the issue. The employee was guided to set up a remote session via 123rescue.com, where they entered a provided code and downloaded the necessary application. The IT agent then transferred the remote session to a technician for further resolution.\n\nThe call concluded with the employee being instructed to remain in the remote session while the technician addressed the issue. The agent thanked the employee for their patience and ended the call courteously.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, press 0.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.\nSpeaker 3: If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.\nSpeaker 2: If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.  To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.\nSpeaker 3: If you are passwordless, press 1 to speak to a live agent or use the site.\nSpeaker 4: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 5: The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 4: All agents are currently assisting other ca-.\nSpeaker 6: Hi, this is ######.  May I have your personal number, please?\nSpeaker 7: My personnel number or my cell phone number?\nSpeaker 6: Yeah, personal number or your ID number.\nSpeaker 7: I don't know what it is because I have it saved in my OneNote and I'm locked out of my OneNote right now.\nSpeaker 6: Okay, it's okay.  Let me have your eID instead.  Can you please spell it out for me so I can pull up your account here in my end?\nSpeaker 7: Yes.  It's ################, #############, period, #, as in #####, period, #########.\nSpeaker 6: ###########.\nSpeaker 7: #########, yeah, that's the last chunk of it.  Do you want me to repeat the whole thing?\nSpeaker 6: Yeah, sure.\nSpeaker 7: #############, period, #, period, #########.\nSpeaker 6: #########.\nSpeaker 7: Yeah.\nSpeaker 6: Thank you so much, #######.  Did I pronounce your name right?\nSpeaker 7: Yes.\nSpeaker 6: Okay, yeah.  Let me try and pull up your account here in my end, #######, while waiting.  May I have also your callback number?\nSpeaker 7: Yes, ############.\nSpeaker 6: Thank you.  Okay, I'm still trying to pull up your account here in my end, #######, while waiting.  How may I help you today?\nSpeaker 7: So I'm pretty sure this is ... like I'm locked out of my Microsoft Teams and my OneNote application, and I'm pretty sure it's because my Creative Cloud, like the Adobe stuff, I think it was...out of compliance, I needed to, so I did the update this morning, so all of my Creative Cloud apps are updated now, but for some reason I think I'm already locked out.\nSpeaker 6: Okay, just to confirm, you are locked out due to compliance, correct?  Yeah.  Okay.\nSpeaker 7: Yeah.\nSpeaker 6: I'm able to come to my email, but... Okay, go on.\nSpeaker 7: Sorry, I was able to get into my email, but, like, Microsoft Teams has the little pop-up, and it says the, like, single sign-on, you cannot access this right now.\nSpeaker 6: Okay.  Hi, I do my best to help you with that, #######.  For this one, let me go ahead and check my resources here on my end and further investigate your machine and also your account.  I'll be back for an update.  Can it be second hold for one to two minutes?  Is that okay for you?  Yep.\nSpeaker 7: Yep, that's fine.\nSpeaker 5: Thank you so much.\nSpeaker 6: Hello, #######.  Hello.  Yeah, thank you so much for patiently waiting on the audio line, #######.  Yes, we're checking your account is under compliance and under SOFTA, so I mean, under conditional access.  So what we'll do here now is that I will ping one of our available technicians here in my end, if there's an available technician, to remediate your machine, okay?  Okay.  Okay, yeah, let's go ahead and do that.  I'm still preparing your ticket here and will ping them if they're available technicians.  So can I please hold again for one to two minutes?  I'll be back for an update.  Thank you.  Thank you.  Hello, #######?  Hi.  Hi, thank you so much for patiently waiting on the other line.  I do have, you know, an available technician to remediate their machine.  So let's have a remote session so I can transfer the remote to them.  Can you just go to any browser, #######, and type 123rescue.com.  And tell me if it's asking a code.  123rescue.com.\nSpeaker 7: Wait, I have to go to 123rescue.com?\nSpeaker 6: Yeah, on your browser.  Any browser will do.  Okay.  Okay.  So the code is 100.\nSpeaker 7: Oh, wait, is it like, it's called like Plesk?\nSpeaker 6: 123rescue.com.  Okay, 123rescue.com.\nSpeaker 7: Oh, yeah, I went to the wrong one.  Okay, sorry.  Can you say that?  I see a little thing to put your pin in now.\nSpeaker 6: Okay, the code is 100586.  1-0-0-5-8-6 and then download.  Okay.  Okay, and then go to your download folder and open the file.\nSpeaker 7: Okay, I see a little pop-up, support, login, eRescue is an app downloaded from the internet.  Are you sure you want to open it?  Okay, I'll open it.  Okay, so it's waiting for a technician.\nSpeaker 6: Okay.  You can just click OK.  OK.  OK.  So I will now transfer this remote session to an available technician.  OK.  Okay.  So, yeah, just wait for the technician to remote your end.  Just stay in the remote session, okay?\nSpeaker 7: Okay.\nSpeaker 6: Okay.  Yeah, thank you so much.  #######, have a nice day.  Bye.  Stay safe.\nSpeaker 7: Thank you.  You too.\nSpeaker 6: Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk after being locked out of Microsoft Teams and OneNote, likely due to compliance issues with Adobe Creative Cloud updates. The employee was unable to access their personnel number but provided their eID and callback number for account verification. The IT agent confirmed the issue was related to compliance and conditional access policies.\n\nThe agent initiated troubleshooting by preparing a ticket and contacting an available technician to remediate the issue. The employee was guided to set up a remote session via 123rescue.com, where they entered a provided code and downloaded the necessary application. The IT agent then transferred the remote session to a technician for further resolution.\n\nThe call concluded with the employee being instructed to remain in the remote session while the technician addressed the issue. The agent thanked the employee for their patience and ended the call courteously.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with being locked out of Microsoft Teams and OneNote, the compliance issue with Adobe Creative Cloud, and the steps taken by the IT agent. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the details of the call without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial steps the employee took to resolve the issue and the repeated attempts to enter the personnel number. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with being locked out of Microsoft Teams and OneNote, and the IT agent's efforts to resolve the issue. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly identifies the likely cause of the issue (compliance problems with Adobe Creative Cloud updates) and the steps taken by the IT agent to address the problem. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, the summary could be improved by including more specific details about the resolution, such as the outcome of the remote session with the technician. Nevertheless, the summary provides a good overview of the call and the main issues discussed.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (lockout from Teams/OneNote due to Creative Cloud compliance)\n2. Includes important details about identification (eID provision when personnel number unavailable)\n3. Correctly describes the resolution process (remote session setup via 123rescue.com)\n4. Maintains proper chronological flow of events\n5. Captures the conclusion appropriately\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while including all crucial information. It's well-structured, moving logically from problem identification to resolution steps. The language is clear and professional.\n\nMinor improvements could include mentioning that the employee could still access email despite the lockout, which provides context about the scope of the issue. However, this omission doesn't significantly impact the summary's quality.\n\nThe summary achieves an excellent balance between brevity and completeness while maintaining accuracy throughout.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "320c3e4a-8765-4b29-ad4d-af0965bb8461",
    "train_trial_index": 0,
    "predicted_text": "The call involves an employee (Speaker 6) seeking IT support to resolve access issues after transferring from AFS to LLP within the company. The employee has received a new LLP laptop but is unable to access Outlook, OneDrive, or Microsoft 365 applications. Additionally, emails sent to their Accenture email address are bouncing back, and they cannot receive recent emails, which are critical for onboarding to a new project.\n\nThe IT support agent (Speaker 5) confirms that the employee's Microsoft 365 license is active and initiates a remote session to troubleshoot the issue. They attempt to access Outlook via the web and test email functionality. While the employee can access older emails, they cannot receive new ones. The agent suggests that some emails may have been lost during the transfer process and advises the employee to restart their account setup.\n\nThe employee mentions that their manager has tried sending emails to both their Accenture and AFS accounts, but the emails are inaccessible due to account restrictions. Since the manager is unavailable, the agent recommends sending a notification to the manager for further assistance. The issue remains unresolved during the call, requiring additional follow-up.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1573.0,
      "num_output_tokens": 227.0,
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      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8148148148148149
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.\nSpeaker 2: For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 3: Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please.\nSpeaker 5: Hi, this is ####.  Can I have your employee number?  ##########.  Thank you and also please confirm your phone number.\nSpeaker 6: Area code ############.\nSpeaker 5: Thank you and also your enterprise ID.  Thank you so much, ####.  How can I help you today?\nSpeaker 6: Hi.  I recently transferred back from AFS to LLP.  I have my LLP laptop.  However, I am unable to access my Outlook, OneDrive, or get a license for Microsoft 365.  It's telling me that I don't have access.  I'm trying to figure out how to get that set up.\nSpeaker 5: Okay.  Regarding that, ####, I do apologize for this inconvenience, but since you've been a land HMFS tool, it will be of concern.  And just to make sure I did correctly, you were just transferred from EFS back to LLP.  and you receive your new laptop right now for LLP, but you're not able to log in to your Outlook and other Office 365 applications, am I correct?\nSpeaker 6: Yes, and I also was trying to troubleshoot with AFS.  She sent a test message to my email address, and she said she got a bounce back saying that that email address does not exist.\nSpeaker 5: Okay, give me a moment, ####.\nSpeaker 6: Okay.\nSpeaker 5: Okay, as per checking here, my annual license was already enabled, so you have already a license.  So regarding this one, ####, can I put the call on hold for about two to three minutes?  I need to check part of my resources regarding this one.\nSpeaker 6: Okay.\nSpeaker 5: Thank you.  Please stay on the line.\nSpeaker 6: Yeah, there's... Thank you for patiently waiting on the line, ####.  Okay, regarding this one, ####, we will initiate a remote session so that I can check further, okay?  I'm sorry?  We will initiate a remote session on your laptop right now so that I can check further.\nSpeaker 5: I'm sorry, you're initiating what?  We will initiate a remote session on your laptop so that I can check further.  Do you need me to go to that 123 you logged me in or is that what it is?  Yes, please go to 123rescue.com.\nSpeaker 6: Rescue?  Okay.  123rescue.com.  Okay, it's asking for a PIN.\nSpeaker 5: Okay, give me one moment.  Okay, your PIN is 49703.  Okay.  And after you click start download, please run the file as administrator, okay?  OK, please click OK.  OK.  So for this one, allow me to navigate your laptop first, OK?  And for this one, we will try to access your Outlook via web.  If we can't access, then we need to reinstall your Office application.\nSpeaker 6: It's actually right, it's right there.\nSpeaker 5: So this is an Accenture already?  I'm sorry?  This is an Accenture email already, right?  This is your Accenture email?\nSpeaker 6: Right, but that was when I, so that was before I transferred to AFS.  That was, that's from ####.  That's all I can get.  I can't get anything from, that's current.\nSpeaker 5: Okay, so for this one, you can access your email on your web, right, or via web.\nSpeaker 6: No, I cannot get any recent email.  I can get to the web now, but it's not replicating.  That email is from ####.\nSpeaker 5: Okay, you can access, but you cannot receive the updated email or new emails, right?  Right.  I will try to send an email to you, and we will check if you can receive, okay?  Give me a moment.  Because as we're checking here, you can also access your Teams.  Okay, I just sent you a mail.  So for this one, ####, you can receive a new email.  Since you were just transferred from EFS to LLP, it means that some emails must be, I mean, maybe it was already deleted or was missing already or was not sent to your account already since you were just transferred.  So you need to start again.  restart the computer?  Is that what you're saying?  I mean your laptop.  I mean your account.  Give me a moment.  Okay, let me confirm, did you ask your manager to send you an email if you can't receive already?  I'm sorry?  Did you try to reach out to your manager?  Or did you try to test an email from your manager?\nSpeaker 6: They have been trying to send me messages this week and I'm not getting any of them.  So I need the messages to onboard to a new project and I can't get the email.\nSpeaker 5: Okay.  And also, did your manager write sending an email to this Accenture email, not on your AFS?\nSpeaker 6: They sent it to Accenture email.  I wasn't getting it, so they sent it to my AFS to see if I could access it that way.\nSpeaker 5: The email went through to AFS, but I can't access any of the links because everything's on Accenture.  So the email was?  for your federal email, right, instead of Accenture?\nSpeaker 6: No, they sent it to Accenture.  It did not go through, so they tried sending it to my AFS email.  It went through to my AFS email, but I could not access them from AFS because they are Accenture-specific.\nSpeaker 5: Okay.  Can you try to reach out to your manager right now and ask if he can send you an email for the onboarding?\nSpeaker 6: No.  I can't reach out to them now.  They're not in one.  They're off today.  It's Friday.\nSpeaker 5: Okay.  Can you try to send a notification?  Yes.  Send a notification to your manager.\n</call_transcript>\n<summary>\nThe call involves an employee (Speaker 6) seeking IT support to resolve access issues after transferring from AFS to LLP within the company. The employee has received a new LLP laptop but is unable to access Outlook, OneDrive, or Microsoft 365 applications. Additionally, emails sent to their Accenture email address are bouncing back, and they cannot receive recent emails, which are critical for onboarding to a new project.\n\nThe IT support agent (Speaker 5) confirms that the employee's Microsoft 365 license is active and initiates a remote session to troubleshoot the issue. They attempt to access Outlook via the web and test email functionality. While the employee can access older emails, they cannot receive new ones. The agent suggests that some emails may have been lost during the transfer process and advises the employee to restart their account setup.\n\nThe employee mentions that their manager has tried sending emails to both their Accenture and AFS accounts, but the emails are inaccessible due to account restrictions. Since the manager is unavailable, the agent recommends sending a notification to the manager for further assistance. The issue remains unresolved during the call, requiring additional follow-up.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call, including the employee's transfer, the access issues with Outlook, OneDrive, and Microsoft 365, and the email problems. It is relevant and focuses on the key issues discussed. The structure is coherent, making it easy to follow the sequence of events and actions taken by the IT support agent. The summary is mostly accurate but misses some details, such as the specific troubleshooting steps taken (e.g., the remote session and the PIN provided). It also does not mention the agent's suggestion to restart the computer or account setup. Overall, it provides a fair description of the main problems and the partial resolution, but it could be more detailed.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issues and steps taken during the call within a brief length. The information presented is relevant to the main topic of the employee's access issues after transferring from AFS to LLP. The summary has a clear structure and flow of ideas, making it easy to understand and follow.\n\nThe summary is accurate, with no false or misleading information. It correctly identifies the employee's issues, the IT support agent's actions, and the unresolved status of the problem. The summary provides a fair description of the main problems and resolutions, covering the key points discussed during the call.\n\nHowever, the summary could be improved by including more specific details about the IT support agent's troubleshooting steps and the potential causes of the email issues. Nevertheless, the summary effectively captures the essence of the call and provides a clear understanding of the situation.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the core issue (access problems after transfer)\n2. Details specific affected services (Outlook, OneDrive, Microsoft 365)\n3. Accurately describes the troubleshooting steps taken\n4. Maintains chronological flow of events\n5. Includes relevant context about email delivery attempts\n6. Accurately represents the unresolved nature of the issue\n\nThe summary is concise while including all essential information. It's well-structured in three logical paragraphs that flow naturally from problem description to troubleshooting to outcome. The language is clear and professional.\n\nMinor improvements could include:\n- Mentioning the initial automated system navigation\n- Including the specific PIN used for remote access\nHowever, these details aren't crucial to understanding the core issue and resolution attempts.\n\nThe summary achieves an excellent balance between brevity and completeness while maintaining accuracy throughout.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "b21c859f-1363-4433-9c5f-57eba7928c8c",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the company\u2019s IT helpdesk to ensure their phone was set up with an international plan before leaving on a work trip later that day. After verifying the employee\u2019s identity and gathering necessary details, including their carrier (AT&T), phone model (iPhone 14 Pro), serial number, and callback information, the helpdesk agent created an incident ticket for the request. The agent assured the employee that the ticket would be marked as urgent and forwarded to the appropriate support team for processing. The employee requested the ticket number to be emailed, as they were unable to write it down. The call concluded with the agent confirming the next steps and wishing the employee a good trip.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1131.0,
      "num_output_tokens": 136.0,
      "inference_runtime": 3.5341386795043945,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, surface, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: If you are a contractor or do not know your Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue.\nSpeaker 4: Hello, thank you for calling VA Service Desk.  This is ######.  Can you provide me your personal number or your employee ID number?  ###############.  Permit to confirm ###############.\nSpeaker 5: Yeah, that's correct.\nSpeaker 4: I'll now go ahead and check your account.  Can you provide to me your callback number?  ############.  Thank you.  And your Accenture email?\nSpeaker 5: #################################.\nSpeaker 4: Thank you.  Can you provide to me your preferred name or how do you want me to call you?  ######.\nSpeaker 5: ######.\nSpeaker 4: Thank you so much, ######.  And how can I help you today?\nSpeaker 5: Yeah, I am leaving this afternoon on a work trip to ######, #####.  And I need to make sure that my phone has, you know, is set up so that I have an international plan.\nSpeaker 4: Okay.  I can understand with this.  So for me to confirm, ######, you wanted to set up your FOA regarding this international plan, right?\nSpeaker 5: That's correct.\nSpeaker 4: Okay.  So what we're going to do here, I don't understand this, but we'll do our best to help you regarding what you're concerned, okay?  So since you are going internationally and you wanted to set up your international plan, I'll be reaching out first to our referrals so that we can be able to assign you tickets to the support so that they can help you out and assist you.  regarding with your request, okay?  May I put you on hold for at least 10 minutes and I get back to you?  Yep, that's fine.  Thank you.  Hello, thank you for waiting on the line, ######.  So right now, I'll be creating an incident ticket number for this, and we will be assigning this to our support.  that handles the international plan request for assistance.  But before that, I will be creating, I'll be asking some questions from you, okay?\nSpeaker 5: Yeah, that's fine.\nSpeaker 4: Okay, so can you provide to me your carrier?\nSpeaker 5: AT&T.\nSpeaker 4: AT&T, thank you.  And also, can you provide to me as well the serial number of your phone?\nSpeaker 5: Yeah, that's going to take a minute.  Where do I find the serial number?\nSpeaker 4: Yes, so on your settings, open the settings on your phone and search for serial number or the IMEI.\nSpeaker 5: So there's a VPN device management, legal and regulatory, about.\nSpeaker 4: Yes.\nSpeaker 5: What's your phone?  Yeah, serial number.  I got it.  It's # as in ####, ###, # as in #####, # as in ###, ##, # as in #####, #.\nSpeaker 4: Okay, thank you so much.  And can you provide to me the make and model of your phone?\nSpeaker 5: It's an iPhone 14 Pro.\nSpeaker 4: Okay.  Okay, thank you so much.  And also, The phone number that you provided will be the phone that you're using, right?\nSpeaker 5: That's correct.\nSpeaker 4: Okay, thank you.  I'll take note as well here on my end.  So I'll be providing you the incident ticket number to serve as your reference, okay?\nSpeaker 5: Yeah, if you could just email it.  I'm not in a place where I can write it down.  And when will this be, as I mentioned, I'm leaving this afternoon, when will this be processed?\nSpeaker 4: Okay.  Regarding with this, since we will be sending the ticket to our support, they will be the ones to further cater regarding with this assistance.  I'll take out of this ticket that you needed urgent assistance so that they can look up to your ticket directly.  Okay?\nSpeaker 5: Thank you.  All right.  Have a nice day.\nSpeaker 4: Have a great day and have a nice trip.  Thank you.  Bye for now.\n</call_transcript>\n<summary>\nAn employee contacted the company\u2019s IT helpdesk to ensure their phone was set up with an international plan before leaving on a work trip later that day. After verifying the employee\u2019s identity and gathering necessary details, including their carrier (AT&T), phone model (iPhone 14 Pro), serial number, and callback information, the helpdesk agent created an incident ticket for the request. The agent assured the employee that the ticket would be marked as urgent and forwarded to the appropriate support team for processing. The employee requested the ticket number to be emailed, as they were unable to write it down. The call concluded with the agent confirming the next steps and wishing the employee a good trip.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's request for an international plan, the verification process, and the creation of an incident ticket. It maintains relevance by focusing on the key aspects of the conversation. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the details from the transcript without any false or misleading content. However, the summary omits some minor details, such as the specific steps the agent took to find the serial number and the exact duration the employee was put on hold. Overall, it provides a fair description of the main concerns and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's request for an international plan and the helpdesk agent's actions to assist. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the details discussed during the call, including the employee's carrier, phone model, and the creation of an incident ticket. The summary also fairly describes the main problem (the employee's need for an international plan) and the resolution (the creation of an incident ticket and forwarding it to the support team).\n\nThe only potential improvement could be including more specific details about the expected timeline for processing the request, as the employee mentioned leaving for their trip later that day. However, overall, the summary provides a complete and accurate representation of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Efficiently presents the main points without unnecessary details\n2. Relevance: Focuses on the core issue (international plan setup) and related actions\n3. Coherence: Well-structured flow from initial request through verification to resolution steps\n4. Accuracy: Correctly represents the conversation details, including phone model, carrier, and circumstances\n5. Completeness: Covers the main concern and outcome, though could have mentioned that the support team would handle the actual setup rather than just processing\n\nMinor improvements could include:\n- Mentioning the urgency of the situation more explicitly (travel that afternoon)\n- Including that the agent needed to consult with referrals first\n- Noting that the actual setup timing wasn't definitively confirmed\n\nOverall, the summary achieves its primary goals while maintaining clarity and accuracy, with only minor omissions that don't significantly impact understanding.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "8b46594b-c0de-46f1-918c-ec69e9e213c4",
    "train_trial_index": 0,
    "predicted_text": "A new employee contacted the IT helpdesk to resolve an issue with accessing their account. The employee explained that their ID was created recently, and they were unable to log in, receiving an error indicating incorrect username or password. They were attempting to register their Multi-Factor Authentication (MFA) app via a Microsoft site but lacked access to Teams and other necessary tools.\n\nThe IT agent confirmed the issue and explained that the employee's information was not fully available in the system yet, as they were a new joiner. The agent initiated a ticket and sent an adaptive card to the employee's manager for approval. The employee was advised to wait for their manager's response and call back once the request was approved.\n\nThe agent clarified that the limited access was due to the employee's recent onboarding and confirmed their official start date. The call concluded with the employee agreeing to follow up after their manager's approval. The agent thanked the employee for their patience and provided further instructions for resolving the issue.",
    "base64_images": [],
    "stats": {
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      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business... To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help option.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a Von Fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 3: Hi, this is the CIO.  This is ####.  May I ask for your personal number, please?\nSpeaker 4: Hey, good afternoon.  My name is ####################.  The number is # ##### #######.\nSpeaker 3: ###.  Okay.  One moment, please.  Let me just pull this up, the information.  Okay.  One second.\nSpeaker 4: All right.\nSpeaker 3: Okay.  And also, can you please confirm it to me, your enterprise ID or a censure email?\nSpeaker 4: ###############.\nSpeaker 3: Okay.  And for your callback number?  ############.\nSpeaker 4: ####.  Yes.\nSpeaker 3: Okay.  So, yeah, I would like to ask for your first name.  May I ask for your first name?\nSpeaker 4: ########.\nSpeaker 3: ########.  Okay.  All right.  Thank you for that information,########.  So, yes, how can I help you today?\nSpeaker 4: Hey, so my ID is created yesterday, okay, and I'm a new joinee.  So I'm trying to, you know, access, but it says your username or password is wrong.\nSpeaker 3: Okay.  All right.  Yeah, may I ask what you are trying to access?  What application or site you are trying to access?\nSpeaker 4: I'm basically trying to do https://mysinins.microsoft.com.  I'm trying to, you know, get access into My mobile.\nSpeaker 3: Okay.  Let me just confirm it with you, okay?  So you wanted to register your MFA app?\nSpeaker 4: That is correct.\nSpeaker 3: Okay.  So one second, please.  All right.  I would like to ask with you, do you have access on your teams right now?\nSpeaker 4: Right now, no, I don't have.\nSpeaker 3: Okay.  Okay, I get it correct now.  So, just wanted to confirm it with you, with your issue, okay?  So that I can, you know, understood correctly.  So, right now, you were trying to...\nSpeaker 4: No, basically we need to reset the password and you can submit a ticket and my manager will approve.  And once you will give the ticket number, then I will call you to reset the password.  That's what the manager told me.\nSpeaker 3: Okay, so one second please.  Just real quick.  Okay.  Yeah.  ########, is it okay if I'll be placing you on hold for at least a minute or two?  I will just get back to you right away.  Would that be okay?  All right.\nSpeaker 4: Yeah, yeah.  Absolutely.\nSpeaker 3: Thank you so much.  Please stay on the line.\nSpeaker 4: Sure.\nSpeaker 3: Yes, thank you so much for waiting on the line.  Just to give you an update right now, we are still trying to look for your information in our system and to make a ticket for you.  Because at our end, not all the applications or not all the essential links have already and access with your information.  So I would like to ask to place you again on hold for at least a minute or two so that we can process a ticket for you, okay?\nSpeaker 4: Okay, sounds good.  Thank you so much.\nSpeaker 3: Thank you.  Hello?\nSpeaker 4: Yes.\nSpeaker 3: Oh yeah, thank you for waiting on the line ########.  So for this one, I have already processed an adaptive card that has been sent to your manager.  And yeah, as you have mentioned earlier that you will going to I mean, your manager will going to ping you and your manager will provide you with some details and kindly give us a call back once your manager have approved the request, okay?  Okay.\nSpeaker 4: Sounds good.\nSpeaker 3: All right.  Yeah, before we end this call, I just wanted to make sure, when is your official start date?  Are you a new joiner?\nSpeaker 4: Monday.\nSpeaker 3: Oh, okay.  All right.  Thank you so much.  So yeah, we will be considering you as new joiners.  So that is why I cannot see so much of your information yet because you're still your new joiner.  But anyways, yeah, just wait for your manager to ping you for the information.  Okay.  And can you give us a call back?\nSpeaker 4: All right.  Sounds good.\nSpeaker 3: Thank you as well.\nSpeaker 4: Thank you so much.\nSpeaker 3: You're welcome.  Goodbye.\nSpeaker 4: Bye now.\n</call_transcript>\n<summary>\nA new employee contacted the IT helpdesk to resolve an issue with accessing their account. The employee explained that their ID was created recently, and they were unable to log in, receiving an error indicating incorrect username or password. They were attempting to register their Multi-Factor Authentication (MFA) app via a Microsoft site but lacked access to Teams and other necessary tools.\n\nThe IT agent confirmed the issue and explained that the employee's information was not fully available in the system yet, as they were a new joiner. The agent initiated a ticket and sent an adaptive card to the employee's manager for approval. The employee was advised to wait for their manager's response and call back once the request was approved.\n\nThe agent clarified that the limited access was due to the employee's recent onboarding and confirmed their official start date. The call concluded with the employee agreeing to follow up after their manager's approval. The agent thanked the employee for their patience and provided further instructions for resolving the issue.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the new employee's issue with accessing their account, the steps taken by the IT agent, and the resolution process. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the details of the call without any false or misleading information. However, the summary could be slightly more complete by mentioning the specific URL the employee was trying to access and the fact that the employee was put on hold multiple times. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing their account and the IT agent's resolution. The summary has a clear structure, making it easy to understand and follow, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the employee's recent onboarding, the issue with accessing the MFA app, and the IT agent's actions to resolve the issue. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, the summary could be slightly improved by including the initial automated messages and the CIO's brief interaction, but these are minor points and do not detract significantly from the overall quality of the summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk interaction:\n1. Conciseness: The summary efficiently condenses the conversation while maintaining essential details about the issue and resolution process.\n2. Relevance: All information included directly relates to the account access problem and its resolution path.\n3. Coherence: The summary follows a logical flow from problem identification to solution steps, making it easy to understand.\n4. Accuracy: The details match the transcript precisely, including the MFA registration attempt, manager approval requirement, and new joiner status.\n5. Completeness: The summary covers both the initial problem (access issues) and the resolution path (ticket creation, manager approval requirement, and follow-up instructions).\n\nMinor improvement could be made by mentioning the specific ticket type (adaptive card) earlier in the summary for better context, but this is a minor point. Overall, the summary effectively balances detail and brevity while maintaining accuracy and clarity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "31998ae0-437f-4beb-bf5d-d29277f2b394",
    "train_trial_index": 0,
    "predicted_text": "An intern contacted the IT helpdesk to resolve an issue with logging into their company account for the first time. The intern explained that they had recently received their laptop and were unable to complete the self-service password reset process, which locked them out of their account. The helpdesk agent attempted to assist by asking for verification details, including the intern's office location, joining date, and unit of work. However, the intern was unable to provide these details, as they had not been shared by their HR or manager. The agent explained that these details were necessary for verification and suggested the intern contact their HR or manager to obtain the required information. The call concluded with the intern agreeing to gather the necessary details and call back for further assistance.",
    "base64_images": [],
    "stats": {
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.\nSpeaker 2: For Technology and Business Application Support, To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options.\nSpeaker 3: If you are unable to log into your PC due to an error, the login screen in your account has been disabled.  Press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press 3.  If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.\nSpeaker 4: Thank you for calling CIO.  You're speaking to ######.  Can I have your email address or your employee ID?\nSpeaker 5: The employee ID is the first part of your email.\nSpeaker 4: Yes.\nSpeaker 5: ################.\nSpeaker 4: Could you please spell it out for me?\nSpeaker 5: ########### dot # dot ####### #####.\nSpeaker 4: Okay.  All right, ######.  Just allow me one minute.  Let me get your details.  Okay.  All right, ######.  I got your details.  Please tell me how can I help you?\nSpeaker 5: Yes.  I just got my laptop and it says to, the first instructions are just about logging in.  I can't get past the first step, the self-service password reset.\nSpeaker 4: Okay, so you want to reset your password?\nSpeaker 5: Yes, I'm just trying to, I have never, like I'm a new intern and I have not been able to sign into my ID or my email yet.  and it just says that I need more information and then it locks me out, so.\nSpeaker 4: Okay, okay, all right, ######, I got your issue.  So this is the first time you're trying to log in.\nSpeaker 5: So the interns have been trying to log in for a couple of weeks, but we just felt that we needed the computer in order to do it, so we just got the computers.  So now I'm trying to log in again.\nSpeaker 4: OK.  Let me check.  OK, so what is the first step?  You want to reset your password?\nSpeaker 5: Yes.\nSpeaker 4: OK, right.  OK, all right, ######.  Could you please tell me what is your office location?\nSpeaker 5: So we've had a problem with this.  I am totally remote.  I'm doing an internship with the legal department in #######, but I am in ############, in ############.\nSpeaker 4: And you're working with, what is the location?\nSpeaker 5: It would be the, I believe it would be the ####### office.\nSpeaker 4: Yes, okay.  And what is the joining date?\nSpeaker 5: I think I might have to just call back.  These are all the same questions I've asked before, and I don't have the answer to any of these, unfortunately.  I don't have a specific start date.  I don't have a specific unit that I'm working with.\nSpeaker 4: Yes, I understand.  But the thing is that for resetting your password, I need to do the verifications.  And that's why these are the verification questions.\nSpeaker 5: I totally understand.  I totally understand.  Um, I just, they have not provided those details to me, so I don't.\nSpeaker 4: Okay.  All right, ######.  So you just do one thing.  Let's connect on this.  Let's connect with your HR or your manager who is to whom you have the details.  So just get those details and please call us back again.  We will help you to reset your password.  Okay.\nSpeaker 5: Okay.  Absolutely.  Thank you so much.\nSpeaker 4: Okay.  All right, ######.  Thank you.  Have a great day.  Bye bye.\nSpeaker 5: You too.  All right.  Bye.\n</call_transcript>\n<summary>\nAn intern contacted the IT helpdesk to resolve an issue with logging into their company account for the first time. The intern explained that they had recently received their laptop and were unable to complete the self-service password reset process, which locked them out of their account. The helpdesk agent attempted to assist by asking for verification details, including the intern's office location, joining date, and unit of work. However, the intern was unable to provide these details, as they had not been shared by their HR or manager. The agent explained that these details were necessary for verification and suggested the intern contact their HR or manager to obtain the required information. The call concluded with the intern agreeing to gather the necessary details and call back for further assistance.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the intern's issue with logging in, the helpdesk agent's verification process, and the resolution to contact HR or a manager for the necessary details. The information is relevant to the main topic and follows a clear structure, making it easy to understand. The summary is factually accurate and does not contain any misleading information. However, it omits some minor details, such as the intern's remote working situation and the specific questions asked by the agent. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the intern's login issue and the helpdesk agent's attempts to assist. The summary has a clear structure, making it easy to follow and understand. The information presented is factually correct, accurately reflecting the conversation between the intern and the helpdesk agent. The summary also provides a fair description of the main problem and resolution, highlighting the intern's inability to provide necessary verification details and the agent's suggestion to contact HR or their manager for further assistance. However, some minor details, such as the intern's previous attempts to log in, are omitted, but this does not significantly impact the overall completeness of the summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the caller as an intern with first-time login issues\n2. Accurately describes the password reset problem and account lockout\n3. Correctly captures the verification process attempted by the agent\n4. Accurately represents the resolution (getting information from HR/manager)\n5. Maintains logical flow and clear structure\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while including all crucial information. It's coherent, with a clear progression from problem identification to attempted solution to final resolution. The information is accurate, with no misrepresentations of the conversation. It effectively captures both the technical issue (password reset) and the underlying problem (lack of necessary verification information).\n\nMinor improvement could be mentioning that the intern is remote-based and working with the legal department, as this contextual information partly explains the verification difficulties.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "0d4e62a9-8ca7-4239-ae38-d86b6fc7044b",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to report a stolen laptop and inquire about obtaining a replacement before resuming work travel. The employee confirmed their personnel number, email address, and callback number with the helpdesk agent. Upon reviewing the employee's tickets, the agent noted that the stolen laptop had already been reported, and a ticket for a replacement had been assigned to the local tech support team. The agent advised the employee to remain available for communication from the local tech support team, who would provide further assistance.\n\nDuring the call, the employee mentioned receiving a message from a local tech support representative via Teams, indicating that laptops were available and that they would be connected with someone to facilitate the replacement. The agent confirmed that the employee should proceed with the local tech support team for the replacement process. The call concluded with the employee expressing gratitude and the agent documenting the interaction in the ticket.",
    "base64_images": [],
    "stats": {
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.\nSpeaker 2: For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 3: Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do...\nSpeaker 4: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to the on phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find...\nSpeaker 5: I'm sorry, can you repeat that?  I'm having a hard time hearing you.\nSpeaker 6: I'm sorry.\nSpeaker 5: I said, this is from the CIO service desk. Can I have your employee number?\nSpeaker 6: I'm good.  How are you?  I'm sorry.  I'm asking for your employee number.  \nSpeaker 5: Yeah, ########.\nSpeaker 6: Can you please confirm your accenture email address?\nSpeaker 5: ###################.\nSpeaker 6: Okay.  Checking one moment.  Okay.  Thank you for that #########.  Can you please provide your call back number just in case the call gets disconnected?  ###.\nSpeaker 4: ########.\nSpeaker 5: Thank you for that, #########.\nSpeaker 6: To confirm, your callback number is ############.\nSpeaker 5: Correct.\nSpeaker 6: Okay, how can I assist you?  Do you have any pending ticket number or this is brand new ticket?\nSpeaker 5: This is brand new.  Well, I have a ticket open with ASOC right now.  My laptop was lost or stolen.  yesterday, and I am back on the road on Monday and wondering what I can possibly do to get a new laptop today.\nSpeaker 6: Okay, I'll see.  I apologize for the inconvenience.  No worries.  I'll do my best to help you and we'll find out the solution, okay?  To clarify, #########, your old laptop was stolen and you already reported that today.  So, and right now you're asking how to get a new machine.  Right?  Yes.  Okay.  Yeah.  One moment.  Let me check your ticket.  Okay.  Hold on.  Okay.  I'm still checking.\nSpeaker 5: Yeah.\nSpeaker 6: Okay.  One moment.  Okay, so upon checking on your tickets, you have two tickets already.  The other one is reported to the ESOC that your laptop got stolen, and the other one was already assigned to the local tech support.  for laptop replacement.  So here's the thing, #########, just kindly always open your line.  The local tech support will reach out to you directly to help you and advise you how you can get the new machine, okay?\nSpeaker 5: Okay, so I just have to wait?\nSpeaker 6: Yes.  Can you provide your shipping address just in case by documenting?\nSpeaker 5: Yeah, ### #### ##### #####, #### ####, and that's in #######, ########.  And actually, the lady from our local tech support just messaged me on Teams, so I might be able to just work with her directly.\nSpeaker 6: Okay.  If that is the local tech support, you can kindly communicate to that person.  because they are the ones who will help you to get the new machine, okay?\nSpeaker 5: Yeah, and she said they do have laptops available, so she's going to connect me with someone on their team.\nSpeaker 6: Okay, perfect.  So if that's the case, that is great.  You're able now to connect to the local tech support.  Kindly reach out to them and communicate.  They are the ones who will provide a machine for you, okay?\nSpeaker 5: Okay, thank you.\nSpeaker 6: You're welcome, #########.  I appreciate that.  Yeah, just note everything here on your ticket.  I have to respond to her.\nSpeaker 5: Okay.\nSpeaker 6: Okay.  Thank you.  Thank you.  Bye.  Have a good day.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to report a stolen laptop and inquire about obtaining a replacement before resuming work travel. The employee confirmed their personnel number, email address, and callback number with the helpdesk agent. Upon reviewing the employee's tickets, the agent noted that the stolen laptop had already been reported, and a ticket for a replacement had been assigned to the local tech support team. The agent advised the employee to remain available for communication from the local tech support team, who would provide further assistance.\n\nDuring the call, the employee mentioned receiving a message from a local tech support representative via Teams, indicating that laptops were available and that they would be connected with someone to facilitate the replacement. The agent confirmed that the employee should proceed with the local tech support team for the replacement process. The call concluded with the employee expressing gratitude and the agent documenting the interaction in the ticket.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the stolen laptop, the confirmation of personal details, and the resolution involving local tech support. It maintains relevance by focusing on the key aspects of the interaction. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the details from the transcript without any misleading content. However, it misses some minor details, such as the initial high call volume announcement and the employee's shipping address, which could be relevant for completeness. Overall, it provides a fair description of the main concerns and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It remains relevant to the topic, focusing on the employee's issue with the stolen laptop and the steps taken to resolve it. The structure is coherent, making it easy to follow and understand the sequence of events. The information presented is accurate, with no apparent false or misleading details. The summary also provides a fair description of the main problem and its resolution, covering the key points discussed during the call. However, some minor details, such as the initial automated messages and the mention of performance issues with MyT, are omitted, but these do not impact the overall understanding of the call's main issue and resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Efficiently presents the main points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: Focuses on the core issue (stolen laptop) and resolution process, excluding irrelevant parts of the conversation.\n3. Coherence: Well-structured flow from problem identification to resolution steps, making it easy to follow.\n4. Accuracy: Correctly represents the conversation details, including the existence of two tickets and the involvement of local tech support.\n5. Completeness: Covers all major aspects - initial problem, verification process, existing tickets, and resolution path.\n\nMinor improvement could be made by mentioning the urgency factor (needed by Monday), but overall, the summary effectively captures the essence of the interaction and its resolution. The inclusion of the Teams message update and the shipping address request shows attention to detail while maintaining relevance.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "3e1cb831-0b10-41ca-bb9b-bd7dfda47bf8",
    "train_trial_index": 0,
    "predicted_text": "The call transcript captures an interaction between a company's employee and the IT helpdesk. The automated system provides options for different types of support, including access and password issues, application and technology support, videoconferencing services, and other tools. The employee is placed on hold as all agents are busy, with an option to explore self-service solutions. When an agent finally answers, there seems to be a communication issue, as the agent repeatedly asks if the caller can hear them, but no response is recorded. The call appears to end without resolution.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 211.0,
      "num_output_tokens": 108.0,
      "inference_runtime": 2.540841579437256,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.7777777777777778
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: Para soporte de acceso y contrase\u00f1a, presione cero.  Para soporte de aplicaciones, technology, telecom, y dispositivos m\u00f3viles, presione uno.  Para servicios de videoconferencia, incluidos telepresence, Surface Hub.  Para el soporte de aplicaciones tecnol\u00f3gicas y empresariales, incluidas las telecomunicaciones, pulse uno.  Y para ADT, PPM, y otra herramienta de metodolog\u00eda de apoyo, pulse dos.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact.\nSpeaker 3: Thank you for calling CIO.  My name is #######.  Can I have your accent?  Hello, can you hear me?  Hello?\n</call_transcript>\n<summary>\nThe call transcript captures an interaction between a company's employee and the IT helpdesk. The automated system provides options for different types of support, including access and password issues, application and technology support, videoconferencing services, and other tools. The employee is placed on hold as all agents are busy, with an option to explore self-service solutions. When an agent finally answers, there seems to be a communication issue, as the agent repeatedly asks if the caller can hear them, but no response is recorded. The call appears to end without resolution.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call transcript, including the automated system's options, the hold message, and the communication issue when the agent answers. It is relevant to the main topic, focusing on the interaction between the employee and the IT helpdesk. The summary is coherent, with a clear structure and flow of ideas. However, there are minor inaccuracies: the summary mentions \"an option to explore self-service solutions,\" which is not explicitly stated in the transcript. Additionally, the summary implies the call ends without resolution, but this is not confirmed in the transcript. Despite these minor issues, the summary is mostly accurate and complete.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key aspects of the interaction between the employee and the IT helpdesk. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript. However, it does make an assumption about the call ending without resolution, which is not explicitly stated in the transcript.\n\nRegarding completeness, the summary provides a fair description of the main problems (concerns), but the resolution is not fully captured due to the abrupt end of the transcript.\n\nOverall, the summary is well-written, but the assumption about the call ending without resolution and the incomplete resolution information slightly detract from its quality.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call transcript while maintaining brevity. It accurately describes the automated menu options and the hold message, preserving the sequence of events. The summary correctly notes the language switch from Spanish to English and the communication breakdown at the end of the call.\n\nHowever, there are a few minor issues:\n1. The summary refers to a \"company's employee\" when there's no clear indication in the transcript about the caller's identity\n2. It implies the caller didn't respond, but we don't actually know this from the transcript\n3. The statement about \"self-service solutions\" slightly overstates what was mentioned in the hold message\n\nThe summary maintains good coherence, flowing logically from the initial menu options through to the attempted agent interaction. It's relevant and focuses on the key aspects of the interaction. While it captures most important elements, the slight assumptions about the caller's identity and response status prevent it from getting a perfect score.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "b96c1e8a-25aa-40ac-8c4e-ce6752e2c1ab",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee (Speaker 2) seeking assistance from the IT helpdesk (Speaker 3) regarding repeated logouts from Microsoft Teams and Outlook on their phone. The employee explained that they were using a temporary access password, as the company no longer uses standard passwords. Despite successfully signing in, the apps would log them out after 20-30 minutes.\n\nThe IT agent confirmed the issue and suggested troubleshooting steps, including uninstalling and reinstalling the applications. The employee followed the instructions during the call but noted that the issue might persist due to the use of temporary passwords. The IT agent advised waiting 20-30 minutes to see if the problem recurs and suggested reopening the ticket within 72 hours if the issue persists. The ticket was marked as resolved, and the employee was informed they might receive a feedback survey. The call concluded with the employee agreeing to monitor the situation and call back if necessary.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1081.0,
      "num_output_tokens": 184.0,
      "inference_runtime": 3.7149477005004883,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8518518518518517
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as... For Technology and Business Application Support, press 1.  For Mobile Communication... Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.  All agents are currently assisting other calls.\nSpeaker 2: Hello.\nSpeaker 3: Hello.  Hello.\nSpeaker 2: Hello.\nSpeaker 3: Hello.  Can you hear me?\nSpeaker 2: I can hear you now.\nSpeaker 3: Okay.  So, yeah, once again, from sales services, sorry for that one, but may I have your personal number?  #########.\nSpeaker 2: #########.\nSpeaker 3: Okay, we also have your EID, please.\nSpeaker 2: ##############.\nSpeaker 3: I'm so sorry?\nSpeaker 2: ##############.\nSpeaker 3: Okay, ######, how about your call box number?  ############.  Okay, thank you, ######.  How can I help you today?\nSpeaker 2: I'm trying to sign into my Teams and Outlook on my phone, but it always signs me out.  I don't know what's happening.\nSpeaker 3: Okay, I'm so sorry to hear that, ######.  Let me see if you got me on the line.  I will do my best to help you with this.  May I also have the error message that you're getting, please?\nSpeaker 2: It's not an error message.  It signs me in, and then after a couple minutes, it just asks me to sign in again.\nSpeaker 3: You're trying to log in using your, using your Authenticaor App?  Or no?\nSpeaker 2: I mean, it takes me there, but then I have to use a temporary password since we're not using passwords anymore.  I do that, it signs me in, but then it starts, it logs me out, like, not even, like, 20 minutes after.\nSpeaker 3: Okay, so let's check that one, #####.  While checking, may I place the call and hold for a minute or two?\nSpeaker 2: Okay.\nSpeaker 3: Thank you.  Hello, ######.  Thank you for patiently waiting.  And regarding with your concern, we are still checking.  While checking, may I please call on hold for a minute or two again?\nSpeaker 2: Okay.\nSpeaker 3: Thank you.  Hello, #####.  Thank you for patiently waiting.  So, let's try this troubleshooting.  Can you please try to uninstall and reinstall the application and then after that try again to log in?\nSpeaker 2: Okay.\nSpeaker 3: Yeah.  Are you doing it right now?\nSpeaker 2: Yeah, it's loading.\nSpeaker 3: Okay, thank you.  Okay.  Any updates from your end, ######?\nSpeaker 2: It's still loading.  Thank you.\nSpeaker 3: Okay.  Still loading.\nSpeaker 2: Oh, I need to sign in first.\nSpeaker 3: Okay, thank you.\nSpeaker 2: I'm still signing in, ma'am.  I have to get a temporary password because I don't know my password.  Okay.  I was able to sign in, but the issue is it's going to sign me out after 30 minutes because I'm using the temporary access password, so I don't know what to do about that.\nSpeaker 3: Okay.  So, since we tried this troubleshooting, which is to uninstall the application, would that be okay, ######, if let's just wait for 20 to 30 minutes?  If the issue still persists, you can do a callback.\nSpeaker 2: Okay.\nSpeaker 3: Yeah.  Okay.  So, since I provide you the troubleshooting, I will tag your ticket here, ######, as resolved and upon the resolution of the ticket.  You may receive a survey via email and your feedback is highly appreciated.  So, regarding with that, if the issue still persists, you can reopen the ticket within 72 hours.  Okay?  So, once again, this is #######.  ######, have a great day.  Thank you.\nSpeaker 2: Thank you, bye.\nSpeaker 3: Okay, bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee (Speaker 2) seeking assistance from the IT helpdesk (Speaker 3) regarding repeated logouts from Microsoft Teams and Outlook on their phone. The employee explained that they were using a temporary access password, as the company no longer uses standard passwords. Despite successfully signing in, the apps would log them out after 20-30 minutes.\n\nThe IT agent confirmed the issue and suggested troubleshooting steps, including uninstalling and reinstalling the applications. The employee followed the instructions during the call but noted that the issue might persist due to the use of temporary passwords. The IT agent advised waiting 20-30 minutes to see if the problem recurs and suggested reopening the ticket within 72 hours if the issue persists. The ticket was marked as resolved, and the employee was informed they might receive a feedback survey. The call concluded with the employee agreeing to monitor the situation and call back if necessary.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with repeated logouts from Microsoft Teams and Outlook, the use of temporary passwords, and the troubleshooting steps suggested by the IT agent. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. It accurately reflects the content of the call transcript without any false or misleading information. However, it could be slightly more complete by mentioning the specific error message or lack thereof, and the repeated holds during the call. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with repeated logouts from Microsoft Teams and Outlook on their phone. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the employee's problem, the IT agent's suggested troubleshooting steps, and the resolution. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, the summary could be improved by including more specific details about the company's password policy and the IT agent's explanation for the issue. Additionally, some sentences could be rephrased for better clarity. Overall, the summary is well-written and effectively conveys the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the core issue (repeated logouts from Teams/Outlook)\n2. Accurately describes the context (temporary password usage)\n3. Includes the troubleshooting steps (uninstall/reinstall)\n4. Correctly states the resolution and follow-up instructions\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution. It accurately reflects the conversation without including unnecessary details like the initial authentication process or hold times. The language is clear and professional.\n\nThe only minor improvement could be mentioning that the temporary password situation was causing the 30-minute logout, which was more of an expected behavior than a technical issue. However, this doesn't significantly impact the summary's quality as the core interaction is well-captured.\n\nThe summary meets all evaluation criteria effectively, providing a complete, accurate, and coherent account of the helpdesk interaction while maintaining relevance and conciseness.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "06ac34eb-8ff2-48bc-bd50-feb015e006e6",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to report an issue with their laptop's fan, which had been making loud noises since Wednesday or Thursday. The employee explained that the noise persisted even after rebooting the device and expressed concern that the fan might be failing. The IT agent apologized for the inconvenience and confirmed the details of the issue. \n\nTo address the problem, the agent initiated a remote session and guided the employee through accessing a support website and downloading a remote access tool. After successfully connecting, the agent informed the employee that the issue would be escalated to a Level 2 technician for further troubleshooting. The employee was advised to save all work and close applications before proceeding. The agent also explained that the Level 2 technician would communicate via a chat box during the remote session, as they were unable to make phone calls.\n\nThe call concluded with the agent transferring the remote session to the Level 2 technician and wishing the employee a good day. The employee expressed gratitude for the assistance.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1487.0,
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      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press zero.  For technology and business application support, telecom and mobile device.  For technology and business application support, press.\nSpeaker 2: Please enter your eight-digit personnel number.  All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 3: Hello, thank you for calling Service Desk.  This is ####.  Can I have your employee ID number, please?\nSpeaker 4: Sure.  It's ###############.\nSpeaker 3: Thank you so much.  So just to confirm, it's ###############.  Is that right?\nSpeaker 4: Exactly.\nSpeaker 3: Thank you so much for confirming.  And also, can you please provide to me your Accenture email address?\nSpeaker 4: Sure.  It's #####################################.\nSpeaker 3: Perfect.  Thank you so much.  And may I ask as well for your callback number?\nSpeaker 4: Sure.\nSpeaker 3: It's ############.  Thank you so much.  So, #######, how can I assist you today?\nSpeaker 4: My laptop is making lots of noises.  And laptops aren't supposed to make noises, so I thought I should call in before it dies on me.  Right now it's relatively quiet, but I don't know if you can hear it.  It's like, the fan is just got issues earlier today.  I was on a call.  And I could barely hear the people on the call over it.  It just got so loud.\nSpeaker 3: I see.  So I really do apologize as well for the inconvenience that cost you, #######, but don't worry, since you've got me on the phone, I'll try my best to assist you on this, okay?\nSpeaker 4: That would be awesome, thank you.\nSpeaker 3: You're welcome.  So just to make sure first that I have your concern right, you're calling in since your fan on your machine is making a loud noise, is that right?\nSpeaker 4: Yeah.\nSpeaker 3: I see.  And may I know as well when today's issue started?\nSpeaker 4: Can you hear it?\nSpeaker 3: I cannot hear anything.\nSpeaker 4: Were you able to hear that?\nSpeaker 3: I can only hear like a static noise.  Is that it?\nSpeaker 4: Okay.  Yeah, I wasn't sure if it would transport over the phone really well.  It started, I'll say, Wednesday, maybe?  Wednesday or Thursday.  I think it was Wednesday.  And then I rebooted, and it kept doing it.  So it wasn't something that was just, you know, over-processing or anything like that.  It sounds like the fan's about to die.\nSpeaker 3: I see.  Okay.  Thank you so much for that information.  So for this, I'll have to check here with our Level 2 tech on what we can do in this issue, okay?  Sure.  So while I'm checking here in my end, #######, is it okay if I can place this call and hold for just two minutes?\nSpeaker 4: Absolutely.\nSpeaker 3: Perfect.  Thank you so much.  So please do wait for the line, okay?  I'll be back, okay?\nSpeaker 4: Sure.\nSpeaker 3: Thank you.\nSpeaker 4: It takes you longer to go to the store and get it than for me to show you how to do it and make it here.  I hear you.  Good Lord.  It's a D-Day.\nSpeaker 3: Hello, #######.  Sorry for putting the call on hold.  Hey there.\nSpeaker 4: How are you?\nSpeaker 3: Thank you.  I'm fine.  Thank you for that.  So for this, #######, what we're going to do here is we're going to initiate a remote session.  Then I will have to transfer that remote to our level 2 tech, OK?  Sure.  Okay.  So, on your essential laptop, I'm sorry, may I know first if you are available right now for a remote session?\nSpeaker 4: Yes.\nSpeaker 3: Perfect.  So, on your essential laptop, can you please open a browser?  Any browser will do.\nSpeaker 4: Yep, I got one open.\nSpeaker 3: Perfect.  And please do access this site.  It's 123rescue.com.  Yep.\nSpeaker 4: And what number do you need me to enter?\nSpeaker 3: Okay, just hold on.  Let me first generate a code for you.  Sorry, a moment.  Okay.  Sorry, I have a loading issue here in my end.  A moment.  No problem.  Thank you.  Okay.  Just hold on, almost done.  So please do input this code, #######.  It's 424308.  424308.  Yes, that is correct, 424308.  And please do start, download the file.  Perfect.  Thank you.  And once the file has been downloaded, please do not click on it yet, since we're going to run it as administrator.  OK?  Sure.  And I have it.  Sorry about that.  OK.  So for this, can you please go to your download file?  OK.  Right click on the Login and Rescue.  Yep.  Then show more option.  Then run as administrator, please.  There we go.  Okay, just hold on.  Let me... Let me try and connect right now.  One moment.  Let me check.  Can you please click OK on your end?\nSpeaker 4: You got it.\nSpeaker 3: Perfect.  Thank you so much.  So for this, our level 2 tech will do a troubleshooting on your machine.  So for this, can you please close first your open replication and save all your unsaved files just in case.\nSpeaker 4: Yep.  Thank you.  Yep, everything looks like it's closed now.\nSpeaker 3: Okay, that is perfect.  So for this, just a heads up, #######, our Level 2 tech can only communicate with you via this chat box since they are limited to phone calls.  So please do stay on the remote session with them, okay?  Sure.  Okay, thank you.  So I will now transfer this remote and we can wrap up the call, okay?\nSpeaker 4: Okay.  Thank you.  Thank you.\nSpeaker 3: You're welcome.  So bye-bye for now, #######.  Enjoy the rest of your day, okay?\nSpeaker 4: You too.  Take care.\nSpeaker 3: Thank you.  Bye-bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to report an issue with their laptop's fan, which had been making loud noises since Wednesday or Thursday. The employee explained that the noise persisted even after rebooting the device and expressed concern that the fan might be failing. The IT agent apologized for the inconvenience and confirmed the details of the issue. \n\nTo address the problem, the agent initiated a remote session and guided the employee through accessing a support website and downloading a remote access tool. After successfully connecting, the agent informed the employee that the issue would be escalated to a Level 2 technician for further troubleshooting. The employee was advised to save all work and close applications before proceeding. The agent also explained that the Level 2 technician would communicate via a chat box during the remote session, as they were unable to make phone calls.\n\nThe call concluded with the agent transferring the remote session to the Level 2 technician and wishing the employee a good day. The employee expressed gratitude for the assistance.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the laptop's fan, the steps taken by the IT agent, and the escalation to a Level 2 technician. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the details and actions taken during the call. However, it omits some minor details, such as the employee's callback number and the specific instructions given for running the remote access tool as an administrator. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their laptop's fan and the steps taken by the IT agent to address the problem. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary accurately reflects the information presented in the call transcript, with no apparent false or misleading information. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, some minor details, such as the employee's attempts to describe the noise to the agent, are omitted. Nevertheless, these omissions do not detract from the overall quality of the summary.\n\nOverall, the summary is well-written, effectively conveying the essential information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It effectively condenses a lengthy conversation into three clear paragraphs while maintaining essential information.\n2. Relevance: All included information directly relates to the laptop fan issue and its resolution process.\n3. Coherence: The summary follows a logical progression from problem identification to solution steps and conclusion.\n4. Accuracy: Details are precisely captured, including the timeline of the issue (Wednesday/Thursday), the remote session process, and the Level 2 technician communication method.\n5. Completeness: The summary captures both the technical issue (noisy fan) and the complete resolution process, including important details about saving work and closing applications.\n\nMinor improvements could include mentioning that the noise was severe enough to interfere with the employee's calls, which emphasizes the urgency of the issue. However, this is a minor point in an otherwise comprehensive summary that maintains an excellent balance between detail and brevity.",
        "claude_score": 9.0
      }
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    "instance_id": "9d82ade2-5b1b-4b2a-b81c-b6730f399d08",
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    "predicted_text": "The call involved an employee (Speaker 4) seeking assistance from the IT helpdesk (Speaker 3) regarding an issue with accessing the company\u2019s learning portal to complete compliance training. The employee encountered an error stating their password was not registered. They had previously contacted the helpdesk, which claimed an adaptive card (approval request) had been sent to their manager. However, the manager reported not receiving it.\n\nThe employee expressed frustration, as this was their third attempt to resolve the issue over the course of a week. The helpdesk agent confirmed that the adaptive card had been sent but was still pending approval from the manager. The employee requested confirmation of the manager\u2019s name to ensure they were contacting the correct person, but the agent declined to provide this information, citing verification protocols. The agent assured the employee that the ticket would be updated and the manager would be contacted to expedite the process.\n\nThe call ended with the employee expressing dissatisfaction with the lack of resolution and delays, while the agent promised to follow up and ensure the manager reached out promptly.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For technology and business application support, telecom and mobile... To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, Press 3.  To check if your account is passwordless, please visit go.accenture.com.  slash go passwordless.  if you are passwordless Press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a VON phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many...\nSpeaker 3: Hi, thank you for calling CIO.  This is #####.  Can I have your personnel number, please?  Hi, thank you for calling CIO.  This is #####.  Can I have your personnel number, please?  It's in. ########.  ######?\nSpeaker 4: Yeah.  #######.\nSpeaker 3: Yeah.  Okay.  Thank you.  And can I have your enterprise ID, please?\nSpeaker 4: Yeah.  Enterprise ID is ####.\nSpeaker 3: Okay.  ####, can I have your contact, best callback number, just in case our call gets disconnected?  ############.  Thank you.  And how may I help you today, ####?\nSpeaker 4: Yeah.  Actually, I am trying to log into the learning portal for the compliance training to be completed.  You know, I have, and it mentioned.  I know password is not registered.  I contacted the help desk and they mentioned a team's message has been, workflow message has been sent to the manager.  But when I checked with my manager, he said he didn't receive any.  So I wanted to see, check if it has been sent.  I just wanted to know those details.\nSpeaker 3: So let me clarify, #####, your concern is that you will access the learning portal and then you encountered an error.  that password is not registered.  Am I correct?\nSpeaker 4: Password is not registered.\nSpeaker 3: Okay.  I'm sorry to hear that, #####.  Yeah, since you got me in the line, we have to check that point.  And ####, can I please just call and hold for a minute or two?  Just have to check your account first.  Hello?\nSpeaker 4: I'm sorry, yeah.  Can you repeat that please?\nSpeaker 3: Can I please just call and hold for a minute or two?  Just have to check your account first.\nSpeaker 4: Yes, please.  Yes, please.  I think this is the third time I'm calling actually, so I don't know.  how this like has to be resolved.  But I'm just not trying to go back and forth with my manager or anything.  I didn't get any message.  But when I called the help desk, you know, they mentioned it's been sent.  So that's why I just wanted to check again.  I can hold on.\nSpeaker 3: Okay.  Just tell them I just have to check your account.  Thank you.  Hello, #####.  Thank you very much for patiently waiting.\nSpeaker 4: Yeah, please.\nSpeaker 3: Yeah.  So let me clarify, #####, that you called in for this one.  And I'll check here that the support team that you talked to before sent an adaptive card to your manager.  And then... There's an update yesterday that your manager still pending or did not approve yet the adaptive card.  But I'll wait for it.  I'm still also checking here on my end.  #####, can you please hold for another minute or two?  Just have to double check this one.\nSpeaker 4: Yeah, sure.  Yeah.\nSpeaker 3: Okay.  Just stay on the line.  Thank you.  Hello, #####.  Thank you very much for waiting.  OK.  Hello.  Yeah, I'll double check here on the system, #####.  The adaptive card which sent to your manager is not pending.  By the way, #####, have your manager reached you already?\nSpeaker 4: I reached out to my manager.  Can you just tell me Tell me the name of the manager so that I can double confirm whether it's been sent correctly or I'm reaching out to the correct person.\nSpeaker 3: For this one, #####, this is part of our verification.  We can give you the manager which we sent the adaptive card.  Your manager will be the one to reach you and provide you the incident number.  Can I get the incident number at least?  #####, also the incident number is a part of our verification process.  So that's why we can also give you the incident number.  So no worries.  I have to follow up this also this one.  And then I only monitor this one.  So your manager will reach you.  for this incident.  Okay.  So I will update you.  I update the ticket for this one, #####.  Okay?\nSpeaker 4: Okay.  I don't really understand like how this support is, but this is like almost a week.  I'm trying to reach, but with no results.  Anyway, thank you.\nSpeaker 3: Yeah, I understand on your part #####.  So no worries, I have to update this one and provide your manager to contact you the soonest possible time.  So #####, thank you very much for calling and have a great day.\nSpeaker 4: Yeah, thank you.\nSpeaker 3: You're welcome.\n</call_transcript>\n<summary>\nThe call involved an employee (Speaker 4) seeking assistance from the IT helpdesk (Speaker 3) regarding an issue with accessing the company\u2019s learning portal to complete compliance training. The employee encountered an error stating their password was not registered. They had previously contacted the helpdesk, which claimed an adaptive card (approval request) had been sent to their manager. However, the manager reported not receiving it.\n\nThe employee expressed frustration, as this was their third attempt to resolve the issue over the course of a week. The helpdesk agent confirmed that the adaptive card had been sent but was still pending approval from the manager. The employee requested confirmation of the manager\u2019s name to ensure they were contacting the correct person, but the agent declined to provide this information, citing verification protocols. The agent assured the employee that the ticket would be updated and the manager would be contacted to expedite the process.\n\nThe call ended with the employee expressing dissatisfaction with the lack of resolution and delays, while the agent promised to follow up and ensure the manager reached out promptly.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with accessing the learning portal, the error message about the password, and the adaptive card sent to the manager. It also captures the employee's frustration and the helpdesk agent's responses. The information is relevant and follows a clear structure, making it easy to understand. The summary is accurate, reflecting the details of the call without adding any false or misleading information. However, it misses some minor details, such as the employee's repeated attempts to resolve the issue and the specific mention of the manager not receiving the adaptive card. Overall, it provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing the learning portal and the subsequent conversation with the helpdesk agent. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence.\n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the employee's previous attempts to resolve the issue, the helpdesk's actions, and the employee's frustration. The summary also provides a fair description of the main problems and the proposed resolution, thereby achieving completeness.\n\nThe only potential improvement could be in providing more specific details about the actions the helpdesk agent would take to expedite the process, but overall, the summary effectively captures the essence of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (learning portal access/password problem)\n2. Provides context about previous attempts and the adaptive card situation\n3. Accurately reflects the employee's frustration and multiple contact attempts\n4. Correctly describes the helpdesk's response and verification protocols\n5. Captures the unresolved nature of the situation\n\nThe summary is well-structured, flowing logically from problem description to attempted resolution. It maintains relevance throughout, avoiding unnecessary details from the transcript's IVR system and verification process. It's concise while including all crucial information.\n\nMinor improvements could include mentioning the \"MyT performance issues\" announcement at the start of the call, though this wasn't directly relevant to the user's specific issue. The summary accurately represents both the problem and the somewhat unsatisfactory resolution, providing a complete picture of the interaction.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "The call involved an employee seeking IT assistance to set up a new laptop and access Microsoft applications like Outlook. The employee reported an error indicating they lacked a license to use the applications. The IT support agent confirmed that the laptop was issued by the company and initiated a remote session to investigate the issue. After some troubleshooting and consultation, the agent discovered that the employee was still tagged as an Accenture Federal employee in the system, despite transitioning to LLP, with the official start date being the next day. The agent explained that the licensing issue was due to the employee's current status in the system and advised them to contact their local HR or helpdesk to resolve the matter. The call concluded with the employee acknowledging the next steps.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, MyConcierto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with myT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 4: Hi.  Thank you for calling Accenture CIO.  This is ####.  May I ask for your personal number, please?\nSpeaker 5: It is ########.\nSpeaker 4: Okay.  Thank you so much for this.  One moment, please.  Let me just pull this up.  Okay, yeah, I would like to ask for your enterprise ID or a sentry email.  Okay, thank you for this one, ####.  And for your callback number?  ############.  So yes, how can I help you today, ####?\nSpeaker 5: I received a new laptop that I'm setting up.  I am able to get into the login screen, so I set up BitLocker.  Right now I'm trying to get to my mail, so I'm trying to get to Outlook and other Office products, but I'm getting an error message saying that I do not have a key.  Because I can't access any of the Microsoft applications.\nSpeaker 4: Okay.  Anyways, thank you so much.  Yeah, go ahead.  I'm sorry.  Oh, a license.  I don't have a license.\nSpeaker 5: That's what I was saying.\nSpeaker 4: Okay.  Anyways, thank you so much for this.  I would like to ask #### if the machine was from Accenture.\nSpeaker 5: Yes, it is.\nSpeaker 4: Okay.  Would that be okay if we can do a remote session right now so I can check on what is happening on your system?  So what you will just need to do is that go to your browser and you'll just need to search for 123rescue.com.  Okay.  Is that the third pin?  Yeah.  One second.  Just real quick.  Yep.  And the pin code is ######.\nSpeaker 5: ######.\nSpeaker 4: Yes.  And do I download or run the app?  Kindly download it.  Then after that, you'll just need to run the app.  Okay, thank you.  Let me just connect it over.  Okay, just click accept.  Okay, and yeah, can you show me the error now?\nSpeaker 5: Yeah, so if I try to open.  So I'll try to find it.  I don't have a license.\nSpeaker 4: OK, one second.  OK, one moment, please.  Okay, is it okay to place you on hold for at least a minute or two?  We'll just do some quick research here.  Hello.  Hello.  Thank you so much for waiting on the line.  And yeah, just to give you an update right now, I'm still trying to check with one of our tech here.  And yeah, would that be okay if I'll be placing you on hold once again for a minute or two?  We'll just do some quick research as well on my system.  Okay?  That's fine.  Thank you.  Thank you.  Hello?  Yes.  Yes, thank you so much for waiting on the line.  Yeah, upon checking here on our system or on yeah, I've checked here that you are a federal employee, right?\nSpeaker 5: Hi, well, I'm transferring to LLP, so they gave me a new laptop.  Tomorrow will be my official first day back with LLP.  Will the license go in effect tomorrow and not today?\nSpeaker 4: Yeah, because upon checking right now on your system, I can see that you are still tagged for Accenture Federal.  So, what we'll need to do here is that kindly contact first your HD or your local HR for this one.  Okay.  And, yeah, ###, make a raise a concern regarding on this one to them, okay, since you are still under federal on our end.  All right?\nSpeaker 5: Okay.  And that's the reason why I can't connect because I'm listed under federal and not LLP?  Yeah.  Okay.  All right.\nSpeaker 4: Thank you.  Thank you so much.  Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT assistance to set up a new laptop and access Microsoft applications like Outlook. The employee reported an error indicating they lacked a license to use the applications. The IT support agent confirmed that the laptop was issued by the company and initiated a remote session to investigate the issue. After some troubleshooting and consultation, the agent discovered that the employee was still tagged as an Accenture Federal employee in the system, despite transitioning to LLP, with the official start date being the next day. The agent explained that the licensing issue was due to the employee's current status in the system and advised them to contact their local HR or helpdesk to resolve the matter. The call concluded with the employee acknowledging the next steps.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with accessing Microsoft applications due to a licensing problem and the steps taken by the IT support agent. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and flow of ideas, making it easy to understand. It accurately reflects the content of the call transcript without any false or misleading information. However, it omits some minor details, such as the specific steps taken during the remote session and the exact nature of the error message. Overall, the summary provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing Microsoft applications and the IT support agent's resolution. The summary has a clear structure, starting with the employee's problem, followed by the agent's investigation, and ending with the resolution, making it coherent and easy to follow. The information presented is accurate, matching the details provided in the call transcript. The summary also provides a fair description of the main problem and resolution, making it complete. However, some minor details, such as the employee's transition to LLP, could be clarified more concisely. Overall, the summary meets the evaluation criteria well.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the initial problem (new laptop setup, Microsoft license issues)\n2. Accurately describes the troubleshooting steps (remote session)\n3. Correctly identifies the root cause (employee status tagged as Federal instead of LLP)\n4. Includes the resolution/next steps (contact HR)\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution. It accurately reflects the conversation without including unnecessary details from the initial IVR system or hold times. The language is clear and professional.\n\nMinor improvement could be made by mentioning that the employee had successfully set up BitLocker before encountering the licensing issue, as this shows partial setup success. However, this is a minor detail that doesn't significantly impact the summary's effectiveness.\n\nThe summary meets all five criteria (conciseness, relevance, coherence, accuracy, and completeness) at a high level, with only minimal room for improvement.",
        "claude_score": 9.0
      }
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  {
    "instance_id": "f0f3234a-0655-4b9e-b930-c9b1b8c96878",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to forward emails from their Accenture email account to their AFS email account. The employee explained that they are transitioning to AFS, and their Accenture email will soon be deactivated. Despite following instructions to set up email forwarding, the process was not working.\n\nThe IT agent initially checked the employee's account and confirmed the issue. They informed the employee that a formal request for an \"exclusion\" was required to enable email forwarding between the two accounts. The employee expressed frustration, stating they were told by AFS colleagues that the process could be done independently without a request. The IT agent reiterated that the request was mandatory and provided a link for submission.\n\nThe employee remained dissatisfied with the resolution, feeling the guidance was unclear and inconsistent with prior instructions. The call ended with the employee expressing frustration and the IT agent advising them to proceed with the request.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conference, for Technology and Business Application Support, press 1.\nSpeaker 2: For Mobile Community, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know...\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 4: Hi, this is #### from CIO.  Can you please provide your personal number?\nSpeaker 5: My personal number is ########.\nSpeaker 4: Okay, thank you so much for that.  Let me just check your account first here on my end, okay?\nSpeaker 5: Okay.\nSpeaker 4: And how about your eID or Accenture email?\nSpeaker 5: OK, it's ##########.\nSpeaker 4: And then your callback number?  ############.  OK, thank you so much for those information, #####.  So how can I help you today?\nSpeaker 5: a ticket that's still off since yesterday.  The ticket number is INC48695130.  It has not been resolved yet.  I'm just calling to ask for help because I'm trying to forward my e-mails from one account to another account.  and it's not working.\nSpeaker 4: Okay, for this one, I'm sorry, I'm very sorry for the inconvenience, but since you got me on the line, I'll try my best to help you with this one, okay?  Okay.  And for this one, let me just check the ticket first, here on my end as well.  Can I put the call on hold for two minutes while checking your ticket?\nSpeaker 5: Okay.\nSpeaker 4: Okay, thank you.  Hi.  Thank you for patiently waiting.  I'm #####.\nSpeaker 5: OK.  Yeah.\nSpeaker 4: Yeah.  For this one, #####, I just want to confirm your issue here on the ticket.  So you want to transfer all your Accenture emails to your AFS email.  Is that correct?\nSpeaker 5: That's right.  So I did the whole thing.  I went to my Accenture mailbox, right?  Settings.  And I did some change, some modification on the, you know, the options or the settings.  And what happened is, I follow some instructions, right?  Manage rules and alerts.  But the thing is, it's not working.  Because I did some tests, and it's not going through.  I'm not sure what's going on.  Go, go there.  I'm on the phone here.  Where's your mom?  No.  No.  I'm working here.  So, I need help.\nSpeaker 4: I mean, yes, it's like the email forwarding.  Is that right?\nSpeaker 5: Yes, yes, email forwarding, right?  So I did some tests, right?  And it's not working.  It's not going through.  It's not being forwarded to my EFS email.\nSpeaker 4: OK.\nSpeaker 5: Do you know how to do it or no?\nSpeaker 4: Yeah, I know how to do it.  But you need to request for the approval of it first.  I'll be pinging you on Microsoft Teams so that you're able to do the email forwarding from Accenture to AFS account, okay?  I'll be pinging you on Teams.\nSpeaker 5: Okay, so what are you going to do here?\nSpeaker 4: Okay, you need to request first for you to be able to do the email forwarding.\nSpeaker 5: I mean, is it possible to do?  Why do I have to request?\nSpeaker 4: OK, #####.  I'm very sorry again.  But can you check your Teams right now, Microsoft Teams?\nSpeaker 5: No, no, no, no, no.  I'm not requesting an Accenture email, right?  I have an Accenture email already.  OK.  It's different.  Okay.  This is different.  I already have my Accenture email and I also have my AFS email.  I'm working temporarily with AFS.  I will need my Accenture email to be forwarded to my AFS email.  You know what I'm saying?  I have two emails.  In two weeks, my Accenture Email will be deactivated because I will be transferred.  I will be working and transferring the project for AFS.  And AFS does not allow me to keep my Accenture email.  You know what I'm saying, right?  Yeah.  But I will need to forward my Accenture email to my AFS email.\nSpeaker 4: OK, OK.  I do get that one.\nSpeaker 5: So this is different.  Yeah, this is different.  What you're saying is different.  Yeah.\nSpeaker 4: OK.  One more time, I'm sorry.  Can I put this call again and hold?  Let me confirm this one again, OK?\nSpeaker 5: Yeah.  I don't need any requests.  No, that's not a request to you at all.  I just need to transfer it.  That's it.  That's my email, right?\nSpeaker 4: From Accenture, right?  OK, yeah, I get it.  Can I put this call and hold again for 10 minutes?  Let me just check this one for you, OK?  Yeah.  OK.  Hi, thank you for patient limiting on salio.  Yeah Yeah, okay.  So here's the thing.  So as per checking here on my end as well because you are Moving to AFS, right?  So for this one, um You really need to request.  Uh, that's the link that I provided you.  that's the exclusion.  um for you, um It means uh, once your your eccentric account is being deactivated as well.  Um or all your emails on the Accenture account will be forwarded to your AFS account.  So that's the exclusion.  So you need to request first on the link that I provided to you, OK?\nSpeaker 5: No, no, no.  I mean, I think there's some misunderstanding here.  I already have an AFS email, right?  So I think maybe there's a misunderstanding here.  Is it possible to have someone over the phone?  I mean, who knows?  Maybe, I don't know.  Because, I mean, I'm just trying to find out what's important here.  Because I was told, right, by AFS folks that I should do it myself, right?  Not requesting anything, but do it myself.  That's it.\nSpeaker 4: OK.  Yeah, I think I am really checking here, man.  That's well.  The link that I provided you, that's the exclusion for you to forward the Accenture email to your AFS email.  I know that you have now both the Accenture and AFS email, but for you to forward the Accenture email to AFS email, you need to request for the exclusion first.  regarding on that one, okay?\nSpeaker 5: I'm really not satisfied with the answer, but that's fine.  I'm going to go and see if they said anything I should do here, but no, I'm not going to be satisfied with this.  Yeah, I'm not.\nSpeaker 4: Yeah, #####, you need to reach that one first, okay, for the exclusion, for you to be able to do the email forwarding, okay?\nSpeaker 5: Okay.  Okay.  This is weird.  Okay.  I don't know.  Okay.  All right.  Thanks.  Thanks.\nSpeaker 4: Okay.  Thank you so much.  And have a wonderful day.  Okay.  Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to forward emails from their Accenture email account to their AFS email account. The employee explained that they are transitioning to AFS, and their Accenture email will soon be deactivated. Despite following instructions to set up email forwarding, the process was not working.\n\nThe IT agent initially checked the employee's account and confirmed the issue. They informed the employee that a formal request for an \"exclusion\" was required to enable email forwarding between the two accounts. The employee expressed frustration, stating they were told by AFS colleagues that the process could be done independently without a request. The IT agent reiterated that the request was mandatory and provided a link for submission.\n\nThe employee remained dissatisfied with the resolution, feeling the guidance was unclear and inconsistent with prior instructions. The call ended with the employee expressing frustration and the IT agent advising them to proceed with the request.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call, including the employee's issue with email forwarding, the IT agent's response, and the employee's dissatisfaction. It is relevant as it focuses on the main topic of the call. The structure and flow are coherent, making it easy to follow. The summary is mostly accurate but misses some details, such as the multiple holds and the specific confusion about the need for a request. It also does not mention the repeated attempts by the IT agent to clarify the process. Overall, it provides a fair description but could be more detailed to fully capture the nuances of the conversation.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with email forwarding and the IT agent's response. The summary has a clear structure, making it easy to follow and understand, which indicates good coherence. \n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the employee's frustration and the IT agent's insistence on the need for a formal request. The summary also captures the main problem (the employee's inability to forward emails) and the proposed resolution (submitting a request for an exclusion), which suggests completeness.\n\nHowever, the summary could be improved by including more specific details about the initial steps taken by the employee to set up email forwarding and the exact nature of the \"exclusion\" required, but these omissions do not significantly detract from the overall quality of the summary.\n\nGiven these considerations, the summary scores well across all criteria, with only minor room for improvement in completeness and detail specificity.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (email forwarding between Accenture and AFS accounts)\n2. Provides context about the employee's situation (transitioning to AFS)\n3. Accurately describes the interaction between the employee and IT agent\n4. Captures the resolution proposed (need for exclusion request)\n5. Reflects the employee's frustration and dissatisfaction\n\nThe summary is concise while maintaining important details, has good flow and structure, and accurately represents the conversation's progression. It's particularly effective in capturing both the technical aspect (email forwarding issue) and the human element (frustration and conflicting information).\n\nMinor improvement could be made by mentioning the specific ticket number referenced (INC48695130) and noting that the employee had already attempted to set up forwarding through \"Manage rules and alerts\" in their email settings, but these are not critical omissions.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "4c7e1ca0-5ce9-41c8-9f75-cc088813bee8",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee contacted the IT helpdesk to resolve an issue with setting up their new laptop and registering a password. The employee, transferring from Accenture Federal Services (AFS), was following the new joiner setup guide but encountered a \"blocked account\" error when attempting the self-service password registration on the MyID portal. \n\nThe IT agent verified the employee's details, including their enterprise ID, and guided them through the password reset process. This involved visiting the MyID portal, selecting the \"I forgot my password\" option, and completing the verification steps, including receiving a code via mobile and setting a new password. The agent provided instructions for creating a secure password with specific character requirements.\n\nAfter successfully resetting the password, the agent advised the employee to use the new password to proceed with the laptop setup and further verification steps. The employee confirmed the issue was resolved and expressed satisfaction. The agent requested the employee to complete a feedback survey after 72 hours to help improve services. The call concluded with mutual thanks and well wishes.",
    "base64_images": [],
    "stats": {
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for enterprise.\nSpeaker 3: If you are unable to login to your PC, due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com.\nSpeaker 4: For contacting CIO Service Desk, can I get your Enterprise Direct Extension Employer number, please?\nSpeaker 5: My personnel number?\nSpeaker 4: Yeah.  ##########.  Okay, allow me a minute.  I'm reaching out in details.  Meanwhile, can you please tell me how may I sit today?\nSpeaker 5: I am.  I just received my new Accenture laptop.  I am transferring from AFS.  I'm going through the new joiner setup guide, but every time I go to my ID at Accenture and I try to hit the first step, the self-service password registration, it says my account is blocked.\nSpeaker 4: Okay.  Very sorry for the inconvenience caused to you, but please not to worry.  I'll try my level best to assist you.  Yeah.  So, allow me some more minutes.  I'm just fetching out some more details from the backend.  Okay.  It's taking quite longer than the usual time.  So, basically, you are new to Accenture?  Technically, yes.\nSpeaker 5: Okay.  Okay.  I'm from Accenture Federal.  Yeah.  I'm transferring in.\nSpeaker 4: Yeah.  Yeah.  Could you please confirm me your enterprise ID?\nSpeaker 5: Yes.  It's ################.\nSpeaker 4: Okay, ###.  So, you are getting this error.  So, I'll help you out.  So, whenever you try to visit the MyID portal, it is showing you an error.  Okay.  Allow me a minute.  All right.  Yeah.  Yeah, it is taking quite longer than the usual time.\nSpeaker 5: No.\nSpeaker 4: Yeah.  So, like, you can do one thing.  You can just visit our website.  That is myid.accenture.com.  And just select the second option.\nSpeaker 5: The reset unlock?\nSpeaker 4: Yeah.  Okay.\nSpeaker 5: Okay.\nSpeaker 4: Yeah.  You will have to fill your email address and the CAPTCHA code.\nSpeaker 5: Yeah, I'm doing that now.  I did do this earlier.\nSpeaker 4: Yeah.\nSpeaker 5: And should I see if I forgot my password or I know my password?\nSpeaker 4: Yeah, click on I forgot my password.  I forgot my password?\nSpeaker 5: Okay.\nSpeaker 4: Yeah.  Okay.\nSpeaker 5: Now it's going to text my mobile.\nSpeaker 4: Yeah.\nSpeaker 5: Okay.\nSpeaker 4: Yeah.\nSpeaker 5: I've got to get to call my office.\nSpeaker 4: So what is the next verification process that you are following here?  Could you please tell me?\nSpeaker 5: Yeah.  I need to call my office number.\nSpeaker 4: Yeah.  OK.\nSpeaker 5: So let me just plug that in real quick.  I'll have it call my laptop, my other laptop.\nSpeaker 4: Do you still have it?\nSpeaker 6: This is Microsoft.\nSpeaker 5: Sorry.\nSpeaker 6: If you are trying to sign in, press the pound key.  Your sign in was successful.  Okay.\nSpeaker 5: I'm sorry about that.\nSpeaker 4: Yeah.\nSpeaker 5: Okay, let me get back to the screen.  Okay, now it's asking me to enter a new password.\nSpeaker 4: Yeah, ###, there is one more request.  You will have to just select an uppercase character and a lowercase character, a special character, and a number.  These four should be included and the total length should be of 10 or above characters.  Okay, ###?\nSpeaker 5: Okay.\nSpeaker 4: Yeah, sure.  You entered these characters.\nSpeaker 5: Not yet.  Hold on.  Yeah.  Okay.  I like my own password.  My password has been reset.  Yeah.  So try to access your laptop with this new password.\nSpeaker 4: Well, my laptop?  Yeah.  I haven't set up my laptop yet.  So should I still do the My ID step?  No.  Now just try to access your laptop.  You will have to use this password now that you just created on your own.\nSpeaker 5: Okay.  Yeah, but I was doing the initial setup.\nSpeaker 4: Yeah, like... Yeah, like, what was the first step?  Could you please tell me?  That was the password registration, but since you were not able to do that, so I'll help you out in setting up your new password.  Okay.  Okay, your first step has been done, so now you can proceed with your further verification steps.  Okay.  Okay, yeah.  Is there anything that I can assist you with?\nSpeaker 5: No, I think I'm good.  Thank you.\nSpeaker 4: Yeah, I mean like.  there's a one more request to you.  like you'll receive a survey feedback link After 72 hours of this.  call the subject line.  How did I do?  Please take time to fill out that form.  that really help us to improve our services.  Okay, sounds good.\nSpeaker 5: Thank you so much.  Have a good day.\nSpeaker 4: Yeah, you too.  Bye.  Thank you for contacting CAI also.\n</call_transcript>\n<summary>\nAn Accenture employee contacted the IT helpdesk to resolve an issue with setting up their new laptop and registering a password. The employee, transferring from Accenture Federal Services (AFS), was following the new joiner setup guide but encountered a \"blocked account\" error when attempting the self-service password registration on the MyID portal. \n\nThe IT agent verified the employee's details, including their enterprise ID, and guided them through the password reset process. This involved visiting the MyID portal, selecting the \"I forgot my password\" option, and completing the verification steps, including receiving a code via mobile and setting a new password. The agent provided instructions for creating a secure password with specific character requirements.\n\nAfter successfully resetting the password, the agent advised the employee to use the new password to proceed with the laptop setup and further verification steps. The employee confirmed the issue was resolved and expressed satisfaction. The agent requested the employee to complete a feedback survey after 72 hours to help improve services. The call concluded with mutual thanks and well wishes.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the blocked account, the steps taken to reset the password, and the resolution. It maintains relevance by focusing on the key aspects of the interaction without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, the summary could be slightly more complete by mentioning the initial confusion about the personnel number and the specific instructions given by the agent, such as entering the CAPTCHA code and the specific password requirements. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is of high quality, effectively conveying the main points of the call transcript in a concise manner. It accurately describes the employee's issue with setting up their laptop and registering a password, as well as the IT agent's steps to resolve the issue. The summary is well-structured and easy to follow, making it coherent and clear.\n\nThe summary also captures the main concerns and resolutions of the call, including the employee's initial issue, the IT agent's guidance through the password reset process, and the successful resolution of the issue. The only minor detail not included is the initial automated messages at the beginning of the call transcript, but these are not crucial to understanding the main issue and resolution.\n\nOverall, the summary is concise, relevant, coherent, accurate, and complete, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk interaction:\n1. Clearly identifies the context (new employee from AFS setting up laptop)\n2. Accurately describes the main issue (blocked account during password registration)\n3. Details the solution process step-by-step (MyID portal navigation, verification steps)\n4. Includes important technical details (password requirements)\n5. Captures the resolution and follow-up (successful password reset, survey request)\n\nThe summary is well-structured, flowing logically from problem to resolution. It maintains relevance throughout, avoiding unnecessary details while including all crucial information. It's concise yet comprehensive, striking a good balance between brevity and completeness.\n\nMinor improvement could be made by mentioning the office phone verification step more explicitly, but this doesn't significantly impact the summary's overall quality. The summary accurately reflects the conversation without any factual errors or misrepresentations.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "aa567f0b-6b82-4c64-ba05-bd0dbd227027",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee/vendor seeking assistance from the IT helpdesk to reset an expired password. The employee explained that they were unable to register their account on the company\u2019s password management platform (myID.accenture.com) due to the expired password. The helpdesk agent verified the employee\u2019s details, including their personnel number, EID, and callback number, and confirmed that the employee already had an existing ticket for the issue.\n\nThe agent explained that a password reset required manager approval via an adaptive card. The agent initiated the process by creating and sending the adaptive card to the employee\u2019s manager. The employee was informed to wait for the manager\u2019s approval and to follow up with the ticket number once received. The call concluded with the agent confirming the next steps and thanking the employee for their patience. The employee acknowledged the instructions and ended the call.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, press 1.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press 3.  You will need your employee ID number.  Start date with Accenture and your registered mobile phone ready for the one-time authentication code.  Press 1 if you have the required details and your registered mobile phone.  Otherwise, press 2 to speak to a live agent.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting.\nSpeaker 5: Hi, this is #### from CIO.  Can you please provide your personal number?\nSpeaker 6: Yes, it is ########.\nSpeaker 5: Okay, thank you so much for that.  Let me just check first your account here on my end, okay?\nSpeaker 6: Okay.\nSpeaker 5: How about your EID?  I'll send you an email.\nSpeaker 6: EID is ####, that's ####### dot # dot ######.  at #############.\nSpeaker 5: And then your callback number?  ############.  Okay, thank you so much for those informations, ####.  So how can I help you today?\nSpeaker 6: Yes, I am a vendor with ####, and I'm trying to get a password reset because the password I was given has expired, and I am not able to use it to register my account on the ######## or myID.accenture.com page.  I was just seeing if I could get a password reset so I can get that started.\nSpeaker 5: Okay.  For this one, I'm #######.  I'm very sorry for the inconvenience, but since you left me on the line, I'll try my best to help you with this one, okay?\nSpeaker 3: Okay.\nSpeaker 5: Okay, and as per checking, you already have an existing ticket on this one.  Yep.  So yeah, for the password reset, I'll be needing to verify you so that we can reset your password.  So for this one, can you provide again the personnel number?\nSpeaker 6: Yep, it is # then ########.\nSpeaker 5: Okay, and then your...wait a sec.  Okay, let me just check your account first.  So just to confirm, you cannot reset your password on myid.accenture.com, right?\nSpeaker 6: Correct, yeah, because it hasn't been registered yet.\nSpeaker 5: Okay.  Okay, for this one, ####, I'll be sending an adaptive card to your manager, and your manager will need to approve the adaptive card.  So once your manager approves the adaptive card for the password reset, the manager will provide you the ticket number.  And once you have that ticket number, you can just call us back and redesign, okay?  I'll be sending the adaptive card first, and you need to wait for the approval of it.  Okay.  Okay.  Okay, wait a sec.  Okay, can I put this call on hold for 10 minutes while creating the adaptive card as well?  Okay.  Okay, thank you.  Hi, thank you for patiently waiting, ####.  Yeah, no problem.  Yeah, for this one, ####, you will be sending an adaptive card to your manager, so you need to wait for the approval of it.  So once the manager will approve this one, they will reach you out and they will provide you the ticket number, okay?  Okay, sounds good.  Okay, thank you so much again, ####, and have a wonderful day.  Thank you, same to you.  Bye.  Okay, bye.\n</call_transcript>\n<summary>\nThe call involved an employee/vendor seeking assistance from the IT helpdesk to reset an expired password. The employee explained that they were unable to register their account on the company\u2019s password management platform (myID.accenture.com) due to the expired password. The helpdesk agent verified the employee\u2019s details, including their personnel number, EID, and callback number, and confirmed that the employee already had an existing ticket for the issue.\n\nThe agent explained that a password reset required manager approval via an adaptive card. The agent initiated the process by creating and sending the adaptive card to the employee\u2019s manager. The employee was informed to wait for the manager\u2019s approval and to follow up with the ticket number once received. The call concluded with the agent confirming the next steps and thanking the employee for their patience. The employee acknowledged the instructions and ended the call.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with an expired password and the steps taken by the helpdesk agent. It maintains relevance by focusing on the key aspects of the conversation without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, it could be slightly more complete by mentioning the high call volume and performance issues with \"my key\" as noted in the transcript, which provides context for the delay and the need for manager approval. Overall, the summary is well-done but could benefit from a bit more context.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the password reset issue. The structure and flow of ideas are clear, making it easy to understand and follow, thus demonstrating coherence. The information presented is factually correct, with no false or misleading information, indicating accuracy. The summary provides a fair description of the main problem (password reset issue) and the resolution (initiating the adaptive card process for manager approval), showing completeness. However, some minor details, such as the initial automated messages and the mention of high call volume, are omitted, but these do not detract from the overall quality of the summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (password reset for expired password)\n2. Includes relevant context (inability to register on myID.accenture.com)\n3. Correctly describes the verification process and existing ticket\n4. Accurately explains the resolution process (adaptive card requiring manager approval)\n5. Maintains good coherence with clear progression from problem to solution\n\nThe summary is concise while including all essential details. It omits unnecessary information like the initial IVR prompts and system announcements about high call volume, focusing instead on the actual interaction. The structure is logical and easy to follow.\n\nMinor improvement could be made by mentioning that the caller was specifically a vendor (not just an employee), as this might be relevant context for the handling process. Otherwise, the summary provides a complete and accurate representation of the key points from the conversation.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "e5ec219c-fc93-42b2-89a9-8e5e23fa683a",
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    "predicted_text": "The call transcript details an interaction between an employee and the IT helpdesk. The call begins with an automated menu offering various support options, including password resets, business application support, and video conferencing services. The system also mentions ongoing performance issues with \"my key,\" where users are redirected to a phishing page. The issue is being addressed, and users are advised not to log additional tickets.\n\nAfter navigating the menu, the employee connects with a service desk agent. The agent requests the employee's ID number to locate their account. However, before the issue can be addressed, the employee decides to end the call, stating they need to join another meeting. The call concludes with the agent acknowledging the situation and ending the conversation courteously. \n\nNo resolution was achieved during the call, as the employee opted to call back later.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 4: Hi.  Thank you for calling service desk.\nSpeaker 5: So can I have your employee ID number, please?\nSpeaker 4: It's ##########.  OK.  Let me confirm.  It is ##########.  Am I correct?  ###.  Sorry.  OK.  I got it.  Thank you so much.  Let me pull your account for one moment.  It is ##########.  Am I correct?\nSpeaker 5: Yeah.  You know what?  I'll call back.  I'm sorry.  I have to jump on a call.\nSpeaker 4: All right.  Thank you so much.  Bye for now and take care.\n</call_transcript>\n<summary>\nThe call transcript details an interaction between an employee and the IT helpdesk. The call begins with an automated menu offering various support options, including password resets, business application support, and video conferencing services. The system also mentions ongoing performance issues with \"my key,\" where users are redirected to a phishing page. The issue is being addressed, and users are advised not to log additional tickets.\n\nAfter navigating the menu, the employee connects with a service desk agent. The agent requests the employee's ID number to locate their account. However, before the issue can be addressed, the employee decides to end the call, stating they need to join another meeting. The call concludes with the agent acknowledging the situation and ending the conversation courteously. \n\nNo resolution was achieved during the call, as the employee opted to call back later.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call transcript. It captures the automated menu options, the ongoing performance issue with \"my key,\" and the interaction between the employee and the service desk agent. The summary is relevant, focusing on the key aspects of the call without extraneous details. It is coherent, with a clear structure and logical flow of ideas. The information is accurate, reflecting the content of the transcript without any false or misleading details. However, the summary could be slightly more complete by mentioning the high call volume and the specific issue of users being redirected to a phishing page, which is a critical detail. Overall, the summary provides a fair description of the main problems and the lack of resolution.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key aspects of the interaction between the employee and the IT helpdesk. The structure and flow of ideas in the summary are clear and easy to follow, making it coherent. \n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the automated menu options, the mention of performance issues with \"my key,\" and the employee's decision to end the call. The summary also notes that no resolution was achieved during the call, which is accurate.\n\nRegarding completeness, the summary provides a fair description of the main problems and the lack of resolution. However, it could be argued that some minor details, such as the employee's initial navigation through the automated menu, are not crucial to the summary and could be omitted for brevity.\n\nOverall, the summary meets the criteria for a high-quality summary, with only minor room for improvement in terms of completeness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the automated menu options\n2. Mentions the system announcement about \"my key\" issues\n3. Correctly describes the interaction between agent and employee\n4. Accurately notes the unresolved nature of the call\n\nThe summary is well-structured and flows logically from the automated system to the live interaction. It maintains relevance by focusing on the key events without including unnecessary details. The length is appropriate, providing enough context while remaining concise.\n\nHowever, there are minor areas for improvement:\n1. Could have been more concise about the menu options, as listing all services wasn't crucial\n2. The transition between the system announcement and agent interaction could be smoother\n3. Could have been clearer that the employee ID verification was incomplete/confused\n\nOverall, the summary achieves its main goals of accurately representing the call while maintaining coherence and relevance, with only minor shortcomings.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "41727ddc-5386-48a1-bb73-b9c876cdc65f",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT support for a VPN connectivity issue with the Global Protect application. The employee initially faced language barriers, as they preferred Spanish, but the support agent only communicated in English. After switching to English, the employee explained that they had recently transitioned from Pulse Secure to Palo Alto Global Protect and were unable to connect following a maintenance update. Despite uninstalling and reinstalling the application, the issue persisted.\n\nThe support agent verified the employee's details and attempted to troubleshoot the problem. They suggested checking the port address and shared a link to update the configuration. However, the solution did not resolve the issue, and the employee was still unable to connect. The agent proposed further troubleshooting via a Microsoft Teams call, where they could share screens and address the issue collaboratively. The call ended with plans to continue the support session on Teams for a more effective resolution.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: Para el soporte de aplicaciones tecnol\u00f3gicas y empresariales, incluidas las telecomunicaciones, pulsa 1.  Y para ADT, PPM y otra herramienta de metodolog\u00eda, para restablecer la contrase\u00f1a de Enterprise, presione 1.  Para telecomunicaciones y otras technology and business application support, presione 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, Press 1.  All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\nSpeaker 3: Thank you for calling CIO.  You're speaking with ######.  Can I have your Accenture email address or your employee ID?  Hola.\nSpeaker 4: \u00bfQu\u00e9 tal?  \u00bfHabla espa\u00f1ol?  Hola.\nSpeaker 3: Hello.\nSpeaker 4: Hola.  S\u00ed.  \u00bfHabla espa\u00f1ol o no?  Hola.  \u00bfMe escucha?  Hola.\nSpeaker 3: Hello.\nSpeaker 4: Hello.\nSpeaker 3: Yes, yes.  Are you able to hear me?\nSpeaker 4: Yes, do you speak Spanish?\nSpeaker 3: No, no, no, we support you with English.\nSpeaker 4: Okay, okay, great.  I'm having an issue with my Global Protect VPN application, so I need support to resolve it.\nSpeaker 3: Okay, can you please tell me your employee number or your email address, anything?\nSpeaker 4: Let me see, I'm trying to search the number.  Okay, one, one, one, one, one, three, seven.\nSpeaker 3: ### mm-hmm to six to six.  okay just allow me one minute.  let me get your details.  okay okay all right.  according to details could you please confirm your full name?  I'm sorry now can please tell me your full name complete name?\nSpeaker 4: ah my name is ############################.\nSpeaker 3: Okay, okay.  All right.  Your name is #####?\nSpeaker 4: Yes, #####.\nSpeaker 3: Okay.  All right, #####.  Please tell me.  How can I help you?  Do you have some issue with your VPN, I think?\nSpeaker 4: Yes.  Recently, I think one month ago, we changed the application from Pulse Secure to Palo Alto Global Protect.  Today, I think there was some maintenance, and now I can get login.  and I need to start working in 15 minutes.  So I uninstall the application, install again, but no, I'm not being able to get connected.\nSpeaker 3: Okay, so #####, are you able to use your Microsoft Teams?\nSpeaker 4: Yes.\nSpeaker 3: Okay, let me ping you on Teams.\nSpeaker 4: Okay, great.  I'm opening the application.  Okay, I'm already in.  Hi, #habit.\nSpeaker 3: Yes, you got my ping?  Yes, okay, okay, so I just do one thing.  let's connect on.  just Connect on a team's call and this column.  Let's connect until you can save the screen with me, and then I will head check and assist you.  Okay, okay.\nSpeaker 4: Okay, can you see my my screen?\nSpeaker 3: Yes, okay, so just allow me one minute to be.\nSpeaker 4: This is the application and I'm trying to get connected unsuccessfully.  When I try to repair it, it displays this error.  Are you trying to talk to me with Teams?\nSpeaker 3: Hello.\nSpeaker 4: Hello.\nSpeaker 3: Yes, ######.  So, can you show me your global project?\nSpeaker 4: Yes, I'm showing you.  You cannot see my screen?\nSpeaker 3: Yes, I can see your screen now.\nSpeaker 4: Okay.  so this is a connection fail.  I have been trying to reinstall the application.\nSpeaker 3: okay let me show you a link.  okay so in the port address I think you have write something else.  okay I'm sharing you something on chat.  can you just copy and paste it?\nSpeaker 4: okay on the port address yes maybe I need to close the task mm-hmm.\nSpeaker 3: so because this is the IP address we are moving only you are using when you are using Accenture VPN global product this is this is the IP address we are only using.  just try that once which I have shared you.  just please allow me one minute.  I need to urgently go to washroom.  just one minute.  okay we stay in the call and just back in one minute.  okay okay okay Okay, so I'm back.  okay, so with this link it's working with.\nSpeaker 4: No, the link it didn't work.  I can I cannot change the gateway and when I try to connect with this mmm address No, okay Okay, let's do one thing.\nSpeaker 3: Let's you have uninstalled the application cover potato and you have installed it again.  Yes Still it is not working.  Okay, just try that link once copy and paste it.\nSpeaker 4: Okay But maybe I need to reinstall the application because Okay, I installed it once.\nSpeaker 3: So, #####, just do one thing.  Let's end this call, which is going through, and let's connect on a Teams call.\nSpeaker 4: You want to talk through Teams?\nSpeaker 3: Better?  Yes.\nSpeaker 4: Okay.  Okay.  It's okay.  One minute.\nSpeaker 3: Yeah, sure.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT support for a VPN connectivity issue with the Global Protect application. The employee initially faced language barriers, as they preferred Spanish, but the support agent only communicated in English. After switching to English, the employee explained that they had recently transitioned from Pulse Secure to Palo Alto Global Protect and were unable to connect following a maintenance update. Despite uninstalling and reinstalling the application, the issue persisted.\n\nThe support agent verified the employee's details and attempted to troubleshoot the problem. They suggested checking the port address and shared a link to update the configuration. However, the solution did not resolve the issue, and the employee was still unable to connect. The agent proposed further troubleshooting via a Microsoft Teams call, where they could share screens and address the issue collaboratively. The call ended with plans to continue the support session on Teams for a more effective resolution.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the language barrier, the VPN issue, and the troubleshooting steps taken. It is relevant, focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the transcript's content without introducing errors. However, it misses some minor details, such as the agent's brief absence and the specific error messages encountered. Overall, it provides a fair description of the main problems and resolutions discussed.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's VPN connectivity issue and the support agent's attempts to troubleshoot the problem. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the employee's issue, the support agent's actions, and the proposed solution. However, it does not mention the employee's initial difficulty in providing their personnel number, which is a minor detail.\n\nRegarding completeness, the summary covers the main problems and resolutions discussed in the call transcript, including the language barrier, the VPN connectivity issue, and the proposed solution via a Microsoft Teams call.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the initial language barrier and transition to English\n2. Correctly identifies the core issue (VPN connectivity after switching from Pulse Secure to Global Protect)\n3. Includes relevant details about troubleshooting attempts (uninstall/reinstall)\n4. Accurately describes the support agent's attempted solutions (port address check, shared link)\n5. Mentions the resolution path (moving to Teams for screen sharing)\n\nThe summary is concise while maintaining essential information, has good coherence with a logical flow from problem identification to attempted resolution, and is accurate to the transcript. It provides complete coverage of both the technical issue and the communication challenges faced during the call. The only minor improvement could be mentioning that the employee needed to start working in 15 minutes, which added urgency to the situation, but this is not critical to understanding the interaction.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "d7215e4c-30f3-49a4-9a17-d4e6fe0aa592",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk regarding a laptop that would not power on despite being charged. The employee confirmed that the charging light was on, but the device would not boot. The helpdesk agent verified the employee's details, including their enterprise ID, callback number, email, and current location, to log the issue and ensure follow-up.\n\nThe agent guided the employee through basic troubleshooting steps, such as pressing the power button and ensuring the device was charged, but the issue persisted. The agent then escalated the matter to the local support team, advising the employee to drain the laptop's battery completely and attempt to recharge it as a potential solution. A ticket (INC48710177) was created, and the employee was informed that the local support team would reach out for further assistance. The call concluded with the agent confirming the next steps and thanking the employee for their patience.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: There's no need to log additional tickets or contact the Service Desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to wait.\nSpeaker 4: Hello, thank you for calling Title Service Desk.  This is ##drin.  Can you provide to me your personnel number or your employee ID number?\nSpeaker 5: I don't think I have the two, but I can give you my EID if that would be better.\nSpeaker 4: You can provide me your enterprise ID.\nSpeaker 5: It is #######, so ############# dot #########, which is #################.\nSpeaker 4: So let me confirm for #######.  That would be # for ####, # for #####, is it # for ###?\nSpeaker 5: # for #####.\nSpeaker 4: # for #####, # for ####, # for #####, # for ########, # for #### for #######.  Correct.  Dot for ########, # for ####, # for #####, # for ########, # for #####, # for #####, # for #####, # for ########, # for ####, and # for #####.  Correct.  Okay, thank you.  Can you provide to me your callback number, #######, just in case that this call might get disconnected?  Yeah, it's ############.  Thank you.  And how can I help you today?\nSpeaker 5: Yeah, I cannot turn on my computer.  I've charged it, and the power button is not working.  But I can see that when I've charged it, the light on the side has turned on.\nSpeaker 4: Okay.  I'd understand with this adjustment that since you have me on the line, we'll do our best to help you.  regarding with your concern.  So for me to confirm, you have tried, your machine is not turning on, you have tried to plug in the power cord or the charger, and you have charged it, but still same the issue that your machine is not booting up, but there is a light indicator on your laptop, right?\nSpeaker 5: Correct.\nSpeaker 4: OK.  So what we're going to do here is to do our reboot to your machine.  Please press or remove all the wires that is connected on your laptop and press the power button until your machine turns off, OK?\nSpeaker 5: It's already off, so I think.\nSpeaker 4: OK.  And after that, press again the power button until there is a light indicator.\nSpeaker 5: That's what hasn't been working.  There won't be a light indicator that turns on.\nSpeaker 4: Okay.  So you have pressed the power button, but there is, the machine is not booting up, right?\nSpeaker 5: Correct.\nSpeaker 4: Okay.  So have you tried to drain your battery as well before?  And you had tried to plug in, but still the same issue?\nSpeaker 5: No, this is the first time that this is happening.\nSpeaker 4: Okay.  So when did you, when did you, experience this kind of issue, is it only today or yesterday?\nSpeaker 5: Today is the first that this is happening.\nSpeaker 4: So what I can do here is to reach out first to our referral and to ask for the further assistance for them so that we can assign a ticket to our designated support team, okay?  Stay on the line for two minutes, #######, and I'll get back to you.  Okay.  Okay, thank you.  Thank you.  Hello, thank you for waiting on the line, #######.  So right now, I am communicating with our support regarding with your issue.  And if ever that they allowed us to assign your ticket directly to your designated support team, the local team, I'll be asking some questions from you, okay?  So can you provide to me, is your Accenture email is working right now?\nSpeaker 5: Is my Accenture email, what was the end?\nSpeaker 4: Are you using the Accenture email to receive emails?\nSpeaker 5: Yes.\nSpeaker 4: Okay, so I'll be taking notes of your Accenture email since our support will reach out to you there as well.  And the phone number that you have provided is your callback number, right?\nSpeaker 5: Yes, sir.\nSpeaker 4: Okay, that's great.  So can you provide to me your current location right now?\nSpeaker 5: The address?\nSpeaker 4: Yes, the address.\nSpeaker 5: Okay, it is #####, space, #####, so ###, ###, or space, and then ###, #####, ######, #####, and then it's at #####, #########, #######, and then the zip code is #####.\nSpeaker 4: Thank you, thank you so much.  I'll be taking note as well of these of your current location, okay?  So right now, I am still on the process of reaching out with our support regarding with your issue.  And with this, if ever that we will be sending a ticket to our designated support team, the local team, they will be the ones to directly reach out to you to further assist you with your machine issue, okay?\nSpeaker 5: Okay.\nSpeaker 4: Thank you.  Stay on the line for two minutes again, and I'll get back to you while I communicate with them.  Great, thank you.  Hello, thank you for waiting on the line, #######.  So as for support, we needed to send you a ticket directly to the designated support team.  That would be the local team.  What I can advise you right now, the laptop that you have is please drain the battery until it turns off so that after it's drained, you can try to plug in again the charger and try to check on your end.  But regarding right now, since you have done the basic troubleshooting, kindly follow the training of your machine, and I'll be assigning your ticket to our support.  And right now, I'll be providing you the incident ticket number, or you will be receiving it via email as well, so that you can have a reference for this, okay?  Okay.\nSpeaker 5: Okay, what would that reference number be?\nSpeaker 4: Okay, so the ticket number, that would be INC48710177.\nSpeaker 5: Okay.\nSpeaker 4: Thank you.  So I'll now go ahead and assign your tickets to our support.  Just kindly wait for them to reach out to you, okay?  Thank you.  Okay.  Thank you.  Bye for now.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk regarding a laptop that would not power on despite being charged. The employee confirmed that the charging light was on, but the device would not boot. The helpdesk agent verified the employee's details, including their enterprise ID, callback number, email, and current location, to log the issue and ensure follow-up.\n\nThe agent guided the employee through basic troubleshooting steps, such as pressing the power button and ensuring the device was charged, but the issue persisted. The agent then escalated the matter to the local support team, advising the employee to drain the laptop's battery completely and attempt to recharge it as a potential solution. A ticket (INC48710177) was created, and the employee was informed that the local support team would reach out for further assistance. The call concluded with the agent confirming the next steps and thanking the employee for their patience.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the laptop, the troubleshooting steps taken, and the escalation to the local support team. It is relevant, focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, it misses some minor details, such as the initial steps taken by the employee before calling and the specific troubleshooting steps suggested by the agent. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their laptop and the helpdesk agent's attempts to troubleshoot and resolve the problem. The summary has a clear structure, starting with the employee's issue, then describing the agent's troubleshooting efforts, and finally outlining the next steps to be taken. The information presented is accurate, matching the details provided in the call transcript. The summary is also complete, covering the main problems and resolutions discussed during the call. However, some minor details, such as the employee's initial navigation through the phone menu, are omitted, but these are not crucial to understanding the main issue and resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (laptop not powering on)\n2. Includes verification of user details\n3. Documents troubleshooting steps attempted\n4. Notes the escalation process and ticket creation\n5. Mentions the recommended next steps\n\nThe summary is concise while maintaining all crucial information. It follows a logical structure, starting with the problem, moving through verification, troubleshooting, and ending with resolution steps. All information is accurate to the transcript, with the correct ticket number and proper representation of the interaction.\n\nThe only minor improvement could be mentioning that this was the first time the user experienced this issue, as this temporal context could be relevant for technical support. However, this is a minor omission in an otherwise comprehensive summary.\n\nThe summary successfully balances brevity with completeness, maintaining professional language and clear communication flow throughout.",
        "claude_score": 9.0
      }
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    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to resolve an issue with accessing their Accenture email account. The employee reported that their account was quarantined and provided an incident number (INC #########) for reference. They were attempting to access their email using a client laptop and mobile phone but encountered errors, including a blocked sign-in and an expired temporary password.\n\nThe IT agent explained that the employee needed to set up the Microsoft Authenticator app and obtain a new temporary access password. However, to proceed, the agent required verification from the employee's manager. The agent initiated a request to the manager for approval and informed the employee that the manager would need to provide their full name or enterprise ID along with the incident number.\n\nAfter waiting for 40 minutes without a response from the manager, the agent advised the employee to wait for the manager to reach out and provide the necessary details. The employee was instructed to call back once the manager's approval was obtained. The call concluded with the employee agreeing to follow up after receiving the required information.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business... To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  Hi, we are currently experiencing high call volume due to performance issues with my key when users attempt to log in.  All agents are currently assisting other callers.  Please continue to...\nSpeaker 2: Hi, this is from ###.  May I have your personal number, please?  Uh-huh, hi.  This is ####.  ########, is that correct?\nSpeaker 3: ########, yes.\nSpeaker 2: All right, how about your Accenture email address?\nSpeaker 3: It's ########################.\nSpeaker 2: All right, and how about your callback number?\nSpeaker 3: It's ############.\nSpeaker 2: Got it.  How can I help you today, #####?\nSpeaker 3: I have an incident going on quarantine.  Like, if you want the details, I can provide you with the incident number.\nSpeaker 2: Sure, you can provide me that one.\nSpeaker 3: Sorry?\nSpeaker 2: You can provide me the incident number if you have it.\nSpeaker 3: INC #########.\nSpeaker 2: INC #########.  Is that correct?\nSpeaker 3: Mm-hmm.\nSpeaker 2: Let me just double check that one first, one moment.  Okay, one moment.  This is regarding to your...\nSpeaker 3: Unlock my email.\nSpeaker 2: Okay, one moment.  I'm just reviewing the update here.  Please bear with me, okay?  Mm-hmm.  So you have right now a client laptop and when you try to access your Accenture email, what specific error you can get or you get from the client laptop?\nSpeaker 3: I have cloud in my mobile phone.  Okay.\nSpeaker 2: Actually, I have here the screenshot of the image from your phone.  If it's coming from your phone, if it's sign-in was blocked, you just needed to set up your Authenticator app and needed temporary access password for you to access it.  However, if you are trying to access it from a client laptop, that may require you for you to have the managed access.  Are you waiting for a Accenture laptop or you only have a client laptop?\nSpeaker 3: I have only a client laptop.  I don't need an Accenture laptop.\nSpeaker 2: All right.  So you just wanted to have access.  Accent your email from your phone.  If you want access from your phone to Teams and Outlook, you just need to install the Microsoft Authenticator app.  Kindly download it from your phone.  I do have it.  All right.  Can you add a PolarWorks account?\nSpeaker 3: Yeah.\nSpeaker 2: Okay.  And then when you add it, the error comes up, right?\nSpeaker 3: Yes.\nSpeaker 2: Okay.\nSpeaker 3: I'll try it one more time just to make sure.  I got a temporary password from someone, like from the Accenture team.  whoever I'm being in contact with.  I just got a temporary password and I think it's not like.  it's showing like it is blocked.  Maybe if the password is incorrect, it should show like, right?  Yeah, the password is incorrect.\nSpeaker 2: When did you get it?  Yeah, I'm sorry.  When did you get the password?\nSpeaker 3: It's been like four days, right?  Three days.\nSpeaker 2: It will no longer work anymore.\nSpeaker 3: It is showing that your account password is incorrect.  If you don't remember your password, reset it now.  It is asking me.\nSpeaker 2: All right.  I can reset it now.\nSpeaker 3: Try that.\nSpeaker 2: For that, resetting your password is not suggested.  You need to set up your Authenticator app first, and you need a temporary access password for that.  Don't worry, since I'm on the line, I will help you to generate or create a tap from our end.  All right.  Since you don't have access to Teams, I will be needing to verify your account first through a manager that will vouch for you for me to create temporary access password.  So I'll be sending a request to your manager from our end and we'll wait his or her response within two to three minutes.  If there's no response from the manager, your manager should.  I'll reach out to you, provide you the incident number, and approve the request.  Without any response within 48 hours, the ticket will be automatically forwarded to your local tech for in-person verification.  All right?  So while creating the adaptive card, that's what we called for verification, can I place a call and hold for two minutes?\nSpeaker 3: Sure.\nSpeaker 2: Thank you.  I'm still creating the request to your manager, so please bear with me.  I'll get back to you after 10 minutes again.  Is that okay?  Sure, yeah.  Thank you.  Let me place the call on hold again for 10 minutes.  Hello, #####.  Thank you for patiently waiting.  So earlier, I just sent the request to your manager and waited already 40 minutes, and there's no response.  Like what I mentioned earlier, wait for your manager to reach out to you.  Make sure to ask the incident number as well as the full name of the manager who vouched for you.\nSpeaker 3: What's the manager name?  Is it ########?\nSpeaker 2: We're not allowed to provide that yet for verification, so once your manager reaches out to you, kindly ask their full name or their enterprise ID as well.  And then call us back to continue verification for temporary access password for you to set up your authenticator app, okay?\nSpeaker 3: Do you need manager's name and enterprise ID?\nSpeaker 2: the incident number, either your manager's full name or their enterprise ID, either of the two, and the ticket number.\nSpeaker 3: Okay.  You have sent him the ticket number?\nSpeaker 2: Yes.  The instructions were sent already, so just wait for the manager to reach out to you, okay?\nSpeaker 3: Okay.  All right.\nSpeaker 2: Thank you so much for your time today.\nSpeaker 3: You just have to wait for the manager.  That's it, right?\nSpeaker 2: Yes.  It needs to be approved first, and then once it's approved, your manager will reach out to you, provide you their full name and incident number.  Once it's all done, kindly call us back.\nSpeaker 3: All right.\nSpeaker 2: Thank you.  You have a great day, #####.  Bye for now.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to resolve an issue with accessing their Accenture email account. The employee reported that their account was quarantined and provided an incident number (INC #########) for reference. They were attempting to access their email using a client laptop and mobile phone but encountered errors, including a blocked sign-in and an expired temporary password.\n\nThe IT agent explained that the employee needed to set up the Microsoft Authenticator app and obtain a new temporary access password. However, to proceed, the agent required verification from the employee's manager. The agent initiated a request to the manager for approval and informed the employee that the manager would need to provide their full name or enterprise ID along with the incident number.\n\nAfter waiting for 40 minutes without a response from the manager, the agent advised the employee to wait for the manager to reach out and provide the necessary details. The employee was instructed to call back once the manager's approval was obtained. The call concluded with the employee agreeing to follow up after receiving the required information.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with accessing the Accenture email, the need for the Microsoft Authenticator app, and the requirement for manager verification. It maintains relevance by focusing on the key aspects of the conversation. The structure and flow are coherent, making it easy to follow. The information is accurate and aligns with the call transcript. However, it misses some minor details, such as the specific error messages encountered and the exact steps the agent took during the call. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing their Accenture email account and the IT agent's attempts to resolve the issue. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary appears to be factually correct, matching the information presented in the call transcript. The summary also provides a fair description of the main problems and resolutions, including the employee's quarantined account, the need for manager verification, and the IT agent's instructions for the employee to follow up.\n\nHowever, the summary could be improved by including more specific details about the employee's errors and the IT agent's troubleshooting steps. Additionally, some minor details, such as the employee's attempts to access their email using a client laptop and mobile phone, could be omitted to further improve conciseness.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (email access problems and quarantined account)\n2. Accurately describes the solution process (need for Authenticator app and temporary password)\n3. Correctly outlines the verification requirement and manager approval process\n4. Accurately represents the call outcome (waiting for manager's response)\n\nThe summary is well-structured, flowing logically from problem identification to attempted resolution. It maintains conciseness while including all crucial details. The information is relevant and accurate, without any factual errors or misrepresentations.\n\nMinor improvements could include mentioning that the temporary password was expired after 3-4 days, and that the manager needs to respond within 48 hours before the ticket gets forwarded to local tech. However, these are secondary details, and their omission doesn't significantly impact the summary's quality.\n\nThe summary successfully balances brevity with completeness, making it highly effective for understanding the call's essence.",
        "claude_score": 9.0
      }
    }
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    "train_trial_index": 0,
    "predicted_text": "The call transcript involves an employee contacting the company's IT helpdesk. The automated system initially provides options for different types of support, including password resets and technology assistance. The employee is prompted to enter their personnel number for identification. A recorded message informs callers of high call volumes due to performance issues with the \"MyT\" system, where users are being redirected to a phishing page. The IT team is actively working to resolve the issue, and callers are advised not to log additional tickets or contact the service desk about this matter. After holding, the call connects to an agent, but the employee ends the call, stating they received a callback. The call concludes with an apology and mutual acknowledgment.",
    "base64_images": [],
    "stats": {
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video... For Technology and Business Application Support, press 1.  For Mobile...\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 4: ####, may I have your personal number?  Sorry, I got a call back.  I apologize.  Thank you, though.  You're welcome.  Bye-bye.\n</call_transcript>\n<summary>\nThe call transcript involves an employee contacting the company's IT helpdesk. The automated system initially provides options for different types of support, including password resets and technology assistance. The employee is prompted to enter their personnel number for identification. A recorded message informs callers of high call volumes due to performance issues with the \"MyT\" system, where users are being redirected to a phishing page. The IT team is actively working to resolve the issue, and callers are advised not to log additional tickets or contact the service desk about this matter. After holding, the call connects to an agent, but the employee ends the call, stating they received a callback. The call concludes with an apology and mutual acknowledgment.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call transcript. It mentions the automated system options, the prompt for the personnel number, the recorded message about high call volumes and the MyT system issue, and the eventual connection to an agent followed by the employee ending the call. \n\nRelevance is high as all the information included pertains directly to the call transcript. The summary does not include extraneous details.\n\nCoherence is good; the summary flows logically from the automated system options to the recorded message and the interaction with the agent.\n\nAccuracy is also high. The summary correctly reflects the content of the call transcript without introducing any false or misleading information.\n\nCompleteness is mostly achieved, but the summary could have mentioned the specific nature of the phishing issue more clearly, such as the \"gone phishing\" page. Additionally, the summary could have noted that the agent's interaction was very brief and somewhat incomplete.\n\nOverall, the summary is well-done but could be slightly improved for completeness.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key issues and events of the call. The structure and flow of ideas are clear, making the summary coherent and easy to follow. The information presented is factually correct, with no false or misleading information, making it accurate. The summary provides a fair description of the main problems (the performance issues with MyT and the resulting high call volume) and resolutions (the IT team working to resolve the issue and advising callers not to log additional tickets), making it complete. However, some minor details, such as the employee's initial intention for calling, are not explicitly stated, but this does not detract significantly from the overall quality of the summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures all key elements of the call transcript:\n1. Accurately describes the initial automated menu options\n2. Mentions the personnel number requirement\n3. Details the main system issue (MyT redirecting to phishing page)\n4. Captures the high call volume warning\n5. Includes the brief interaction with the agent and call ending\n\nThe summary is well-structured, flowing logically from the call beginning to end. It maintains relevance throughout, focusing on the important aspects without including unnecessary details. The language is clear and coherent.\n\nIn terms of accuracy, all stated facts align with the transcript. The summary is complete, covering both the technical issue and the call's resolution (or lack thereof due to the caller receiving a callback).\n\nThe only minor criticism is that it could have been slightly more concise by condensing the automated system options section, but this doesn't significantly impact its overall quality.\n\nThe summary achieves its purpose of providing a clear, accurate, and comprehensive overview of the call interaction.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "5df56e08-d591-4402-bf44-c8865622c560",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with their account access. The employee reported being unable to log into Microsoft Teams on both their phone and laptop, receiving messages indicating their account did not exist or required admin assistance. Upon investigation, the IT agent found that the employee's account was marked as belonging to a \"former employee.\" The employee clarified that they had recently completed training and had been assigned to their first project.\n\nThe IT agent explained that the account status could only be updated by the employee's HR or manager, as they have the necessary permissions to re-enable the account. The employee expressed concern about missing onboarding meetings scheduled for Monday and was advised to contact HR or their manager as soon as possible to resolve the issue. The IT agent reassured the employee that this situation is uncommon for full-time employees but may occur with contractors. The call concluded with the employee thanking the agent and confirming they would follow up with HR or their manager to regain account access.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Dev...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, Press 3.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, Press 3.\nSpeaker 4: Thank you for calling CIO.  You're speaking with ######.  Can I have your Accenture email address or your employee ID?\nSpeaker 5: Yep.  #####.  ######### dot...\nSpeaker 4: #########.  #########.\nSpeaker 5: #########.\nSpeaker 4: #########.  Okay.\nSpeaker 5: Dot period and then ######.  #-#-#-#-#-#-#\nSpeaker 4: #-#-#?\nSpeaker 5: Yeah, # as in boy, #######.\nSpeaker 4: It's #######.  Okay, could you please tell me your full name?\nSpeaker 5: ###################.\nSpeaker 4: Okay, all right, #####, please tell me, how can I help you?\nSpeaker 5: I am having issues.  I was trying to just log on to my Teams today on my phone, and then it was not allowing me to do that, and it was saying that my account either didn't exist or was having to contact admin, and then I tried the same thing on my laptop, and I'm also not able to access that anymore, so I was trying to figure that\nSpeaker 4: out.  Okay, so #####, as I can see, your account is currently showing as a former employee.\nSpeaker 5: Okay, I just finished my training at the Q-Center on Friday.\nSpeaker 4: Okay, yeah, I can see that your account is currently disabled.  Not disabled, it is showing as a former employee.  So, #####, to enable your account, you need to just contact with your HR or your manager.  You just once check with them.  You're okay, so why we just can we please just come for me.  Are you a full-time employee or you are a contractor?\nSpeaker 5: I Know full-time employee.  I literally just got put on a project Friday.  Okay, my first project.\nSpeaker 4: Okay.  All right, #####.  Well, yeah, I understand.  Sorry for the inconvenience.  Oh, I can see that your account is currently showing as a former employee So you can just once check with your HR or your manager once.  okay, so they will help you to enable your account.\nSpeaker 5: Okay Okay, and then so I just have to probably contact them on Monday then?\nSpeaker 4: Yes, yes.\nSpeaker 5: Okay, and then they are able to give me access to my account again after I talk to my HR or manager?\nSpeaker 4: Yes, yes.  Only they have that access to enable your account.  so they can do that from there and we can enable that account.  Okay.\nSpeaker 5: Okay, so after I talk to my HR, they should be able to allow me access again to everything.\nSpeaker 4: Okay, all right.  Well, you can do that.  Okay?\nSpeaker 5: Okay, good.  I just want to make sure, because I have all my intro meetings and all my onboarding and everything on Monday, so I just want to make sure that I don't miss any of that, obviously.\nSpeaker 4: Yes, yes, yeah, yeah, I understand.  That's why I'm telling you.  Just once, just connect with your HR once and just tell them that your account is currently showing as a former employee.  You have checked with the support team and currently showing as your account is currently as former employee.  So they will only enable their account from there, okay?  They will enable it.\nSpeaker 5: Okay, okay, all right.  Well, okay, okay, I appreciate you.  Thank you.  All right, I'll reach out to them.  I guess, I guess Monday morning, probably, and figure that out.\nSpeaker 4: Yes, yes, well, you can do it.  Okay.  Is there anything else?  maybe I can help you?\nSpeaker 5: No, I don't, I guess not as now, I guess, until I figure this out, but I appreciate you.  Does this happen a lot?  Out of curiosity, does this happen to people that are joining new projects and stuff a lot?\nSpeaker 4: No, but maybe with the contractors, it happened, but with full-time employee it doesn't.  so that's why I'm telling you just once check with your HR or your manager once.\nSpeaker 5: okay okay all right sounds good all right.  I'll reach out to him.  thank you I appreciate you.\nSpeaker 4: okay all right.  well thank you have a great day.  bye bye bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with their account access. The employee reported being unable to log into Microsoft Teams on both their phone and laptop, receiving messages indicating their account did not exist or required admin assistance. Upon investigation, the IT agent found that the employee's account was marked as belonging to a \"former employee.\" The employee clarified that they had recently completed training and had been assigned to their first project.\n\nThe IT agent explained that the account status could only be updated by the employee's HR or manager, as they have the necessary permissions to re-enable the account. The employee expressed concern about missing onboarding meetings scheduled for Monday and was advised to contact HR or their manager as soon as possible to resolve the issue. The IT agent reassured the employee that this situation is uncommon for full-time employees but may occur with contractors. The call concluded with the employee thanking the agent and confirming they would follow up with HR or their manager to regain account access.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with account access, the IT agent's findings, and the suggested resolution. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the details discussed in the call transcript. However, it could be slightly more complete by mentioning the employee's concern about missing onboarding meetings and the IT agent's reassurance about the uncommon nature of the issue for full-time employees. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's account access issue and the resolution provided by the IT agent. The summary has a clear structure, starting with the problem, then explaining the cause, and finally describing the proposed solution, making it coherent and easy to follow.\n\nThe summary is accurate, as it correctly reflects the information provided in the call transcript. It also provides a fair description of the main problem and the proposed resolution, making it complete. The only minor issue is that the summary could have been slightly more concise, but overall, it effectively conveys the necessary information.\n\nConsidering these factors, the summary scores high in all the evaluation criteria.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the key points without unnecessary details, maintaining brevity while being informative.\n2. Relevance: All information included directly relates to the account access issue and its resolution.\n3. Coherence: The summary follows a logical flow from problem identification to solution, making it easy to follow.\n4. Accuracy: The details match the transcript precisely, including the \"former employee\" status, the need for HR/manager intervention, and the timing around training completion.\n5. Completeness: It covers all crucial elements - the initial problem (Teams access), the cause (account marked as former employee), the solution (contact HR/manager), and the employee's concerns about Monday meetings.\n\nThe only minor improvement could be mentioning that the employee had just completed training at the Q-Center specifically, but this detail isn't crucial to understanding the situation. Overall, the summary effectively captures the essence of the conversation while maintaining professional tone and clarity.",
        "claude_score": 9.0
      }
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    "instance_id": "a345ed5f-43d8-4aee-ac2c-e4b824dd2535",
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    "predicted_text": "The call involved a team lead (Speaker 5) contacting the IT helpdesk (Speaker 4) to resolve a login issue for one of their agents, who was locked out of their laptop. The team lead explained that the agent was awaiting approval from a manager to proceed with the resolution. However, the approval request appeared to have been sent to an unknown manager, not the usual Level 7 manager who typically handles such cases. The team lead expressed concerns about the approval process and requested clarification.\n\nThe IT helpdesk confirmed that the approval request had been sent but could not disclose the recipient manager's identity due to security policies. The team lead requested that the manager contact them directly with the approval ticket so they could expedite the process. After multiple holds and verifications, the IT helpdesk agreed to send a message to the manager, asking them to provide the ticket number to the team lead. The call concluded with the team lead awaiting further communication from the manager to resolve the issue.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to.\nSpeaker 4: Hello, can I have your personal number or email?\nSpeaker 5: Sure.  Sorry, what was that?\nSpeaker 4: Can I have your personal number or employee number?\nSpeaker 5: Yeah, it's.  #########.\nSpeaker 4: Okay, thank you.  Let me call it up.  And can you please provide me as well your EID and your callback number?\nSpeaker 5: Yes, my EID is ########### and my callback number is ############.\nSpeaker 4: Okay, thank you.  I'm sorry, can I have again the personnel number that you have?  ###?\nSpeaker 5: Yeah, it's ##########.\nSpeaker 4: Okay, thank you so much.  And may I know your first name, please?\nSpeaker 5: #####.\nSpeaker 4: #####, how can I help you today?\nSpeaker 5: I'm calling on behalf of one of my agents.  I am a team lead, and this agent is locked out of their laptop, having volume issues.  They were told that the CIO was going to reach out to someone to get approval.  We have a person that is normally reached out to for these kind of situations, and he has not heard from CIO.  I don't think he was given a CIO ticket.  Do CIO tickets start with INC or RITM?\nSpeaker 4: Actually for CIO that is for INC.\nSpeaker 5: Okay, so I only have a RITM ticket from L1.  Can I give you like the agent's EID and see if he has any open cases?\nSpeaker 4: Yes, can I have it please?\nSpeaker 5: Yes, it is.  #####, # #, sorry, #########, dot #  yeah, just #, dot #######, #############.  He's a contractor.  ###############.\nSpeaker 4: Thank you so much.  Let me pull it up.  And can you please provide me as well his personnel number?\nSpeaker 5: Yeah.  One second.  I guess I think contractors have different personnel numbers, right?  One moment.  OK, #####, #####, #####, #####.  Sorry, we have a sheet that has all these names on there.  Are you OK?  His personnel number is, I guess the letter ## as in  ##########, ### ####.\nSpeaker 4: Okay, yeah, I have it here.  And yeah, ##### has an open ticket as well.  Actually, it is for the tap request.  Yeah.  So we're just waiting for your approval regarding this.  Then ##### will need to call us back with that process.\nSpeaker 5: Okay.  So you guys needed my approval?\nSpeaker 4: Yeah.  We have sent the request to your team's chat for approval.  managers of vouching, that's an adaptive card that you need to approve.  Then once you approve it, you need to provide it to CRE because that is part of the verification process.\nSpeaker 5: Okay, I never got any kind of chat from you guys regarding this.\nSpeaker 4: That would be through workflows.\nSpeaker 5: Workforce?\nSpeaker 4: Workflows.  So you didn't receive anything?\nSpeaker 5: No, I have Teams.  I know that we normally hear you guys from Teams.\nSpeaker 4: Yeah, that's from Teams, but the title of it is Workflows.\nSpeaker 5: Workflows.  No, there's nothing here.  Okay, well, I guess, can I give you, like, my approval now?  here on the phone, like.  we need him back on, have his login resolved?\nSpeaker 4: We're all going to do that.  However, let me go ahead and double check.  He also need to, you really need to approve that request and he needs to provide us a ticket number, but I'll go ahead and double check.  So if we have already sent that request, one moment.  Okay, so yeah, I'm double-checking.  Okay, let me go ahead and double check.  Can I put this on hold for at least a minute?  Yeah, that's fine.  Okay, thank you.  I'll double check.  Thank you.  Hello, thank you so much for patiently holding on the line.\nSpeaker 5: Yeah, I'm sure.\nSpeaker 4: Okay, thank you and.  Yeah, we are double checking it here.  So.  Okay, we are still double-checking the system to which we sent that request for manager vouching.  Okay, one more thing.  Are you the manager or the team lead?  The team lead.  So, as of #### here, in the system, you are career level 10.  So, I'm sorry to say that, #####.  We only are the valid manager that can vouch for your career.  agent, it would be level 7 and above.\nSpeaker 5: Okay, I have a level 7 that normally takes care of this.  Can I give you their name?\nSpeaker 4: Actually, we have already sent the request to the manager, so please let your agent know about this.\nSpeaker 5: Which manager did it get sent to?\nSpeaker 4: Actually, we don't, we're not allowed to provide any names because that is for security purposes.  So just let your agent know that he needs to wait for the approval, then that manager should need to contact him with the ticket number as part of the verification process.\nSpeaker 5: Sorry, I've had this conversation before with CIO.  I don't know if it's being sent to the correct manager.  That's the issue.  Because it's normally sent to ####################.  He's a Level 7, and I checked with him, and he didn't receive anything today.  So I'm not sure who it got sent to, but I don't have any direct contact to any other Level 7s except for him.\nSpeaker 4: Okay, but here's what we can suggest.  Let your agent know that that request has already been sent.\nSpeaker 5: Is there a way to get the request sent to ####################, Level 7?\nSpeaker 4: I'll go ahead and double check on that, because if we have already requested, we're unable to make any changes for it.  So I'll go ahead and double check for it, okay?\nSpeaker 5: Yes, if you can send it to him, we can get this process resolved soon, because ########### normally expects these kinds of approvals.  Again, I don't know who he got sent to, but it's normally #################### who approves it on our end.\nSpeaker 4: Okay.  So, let me see.  Go ahead and double check.  Okay, so in regards to that, we're unable to make some changes, so what I can suggest, please advise him to wait for the user to be reached out by that manager, because we have already sent that manager a request, and we have informed that manager as well to approve the request.\nSpeaker 5: Is there a way to send a message to that manager to have them contact me with the approval so I can send it over to #####?  Because... Sorry, the agents, not... I know it's to ###########'s, but ###########, #############, if a ping can be sent to the manager that I'm not allowed to know to just contact me so I can let ##### know?  Because #####, the agent, does not have contact... Like, he doesn't have teams.  He doesn't have anything to... get in touch with anybody except me through email or through phone.\nSpeaker 4: I'll go ahead and double check for that if it is possible.  Can I put this call on hold again for at least two minutes?\nSpeaker 5: Yeah, just ask if the manager can just contact me, whoever it is, with the approval ticket.\nSpeaker 4: Okay.  We'll check in then.  Hello.  Thank you so much for patiently holding, ####.\nSpeaker 5: Yeah.\nSpeaker 4: What's up?  Hi.  Thank you.  So, yeah, I'll go ahead and send the message to that manager to, like, provide you the ticket number so you can forward it to #####.\nSpeaker 5: Okay.  Yes, that'd be perfect.  Again, I don't know any other managers aside from #####.  So, whoever it is, if they can ping me, I can get it to #####, the agent, and hopefully get this issue resolved.\nSpeaker 4: Okay.  Thank you.\nSpeaker 5: Great.  Thank you so much.\nSpeaker 4: Have a good day.  You're welcome.  Bye-bye for now.\n</call_transcript>\n<summary>\nThe call involved a team lead (Speaker 5) contacting the IT helpdesk (Speaker 4) to resolve a login issue for one of their agents, who was locked out of their laptop. The team lead explained that the agent was awaiting approval from a manager to proceed with the resolution. However, the approval request appeared to have been sent to an unknown manager, not the usual Level 7 manager who typically handles such cases. The team lead expressed concerns about the approval process and requested clarification.\n\nThe IT helpdesk confirmed that the approval request had been sent but could not disclose the recipient manager's identity due to security policies. The team lead requested that the manager contact them directly with the approval ticket so they could expedite the process. After multiple holds and verifications, the IT helpdesk agreed to send a message to the manager, asking them to provide the ticket number to the team lead. The call concluded with the team lead awaiting further communication from the manager to resolve the issue.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call, including the login issue, the approval process, and the communication between the team lead and the IT helpdesk. It is relevant, focusing on the key issue of the approval request and the steps taken to resolve it. The summary is coherent, with a clear structure that follows the flow of the conversation. It is accurate, reflecting the details of the call without introducing any false information. However, it misses some minor details, such as the specific mention of the \"Workflows\" in Teams and the repeated attempts to clarify the approval process. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key issue of the agent's login problem and the team lead's concerns about the approval process. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the team lead's concerns and the IT helpdesk's responses. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, the summary could be improved by including more specific details, such as the ticket numbers and the names of the managers involved. Additionally, some sentences could be rephrased for better clarity.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core elements of the call:\n1. Identifies the key participants and main issue (locked out agent)\n2. Accurately describes the approval process complications\n3. Explains the communication challenge regarding the unknown manager\n4. Captures the resolution (helpdesk agreeing to contact manager)\n\nThe summary is concise while maintaining essential details, has good flow, and accurately represents the conversation's progression. It's coherent and well-structured, moving logically from problem to attempted resolution.\n\nMinor improvements could include:\n- Mentioning the specific personnel level requirements (Level 7 and above for approval)\n- Including that the team lead was Level 10 and thus couldn't directly approve\n- Noting that the agent lacks Teams access, which complicated communication\n\nHowever, these are secondary details, and their omission doesn't significantly impact the summary's effectiveness. The summary successfully balances brevity with comprehensive coverage of the main issues and outcomes.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "a8e4d3d5-643d-492c-8751-ed3c45fc7f9c",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with setting up a new company laptop. The setup process was stuck on the \"account setup\" stage, specifically on the eighth of nine installations, for several hours. The employee had already followed initial setup steps, including signing in with their company credentials and verifying via an authenticator app. Despite waiting for the process to complete, the installation remained stalled.\n\nThe IT agent confirmed that the setup process can take three to four hours but acknowledged that the employee had already waited much longer. The agent guided the employee to perform a hard reset by unplugging cables and holding the power button for one minute. After restarting, the laptop displayed an \"updates underway\" message, indicating progress.\n\nThe agent advised the employee to wait for the updates to complete and provided a ticket number for reference. The ticket was marked as resolved but could be reopened within 72 hours if the issue persisted. The call concluded with the agent requesting feedback via a survey and thanking the employee for their patience.",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 203.0,
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      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, MyConcierto, press 4. for technology and business application support.  Press 1.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  if you are a contractor or do not know your personnel number.  Your personnel number.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 4: Enterprise ID is #######\nSpeaker 5: Okay.  #######, will you please spell it out again?\nSpeaker 4: ########### as in ####\nSpeaker 5: Thank you so much.  And will you please also provide me your callback number?  ############.  And how can I help you today, #########?\nSpeaker 4: A ticket number, but I'm having trouble setting up my new computer.  It's on the uploading the account set up, but it's been like this for the last like three hours and it hasn't finished uploading.  so I can continue with using the new computer.  So L1 told me that I needed to call you back.\nSpeaker 5: Okay.  So just to confirm, you're calling in because you're setting up your new device?\nSpeaker 4: That is correct.  We're setting up the new device account setup.  It's just been loading and it's on the last install, but it hasn't installed and I haven't been able to sign in.\nSpeaker 5: Okay.  So I have a number.  Okay.  Will you please provide me the number?\nSpeaker 4: Would you like the INC number or the RITM number?\nSpeaker 5: That's what I'm telling you.  Will you please provide me the ticket number, the INC?\nSpeaker 4: So the INC number is #########.  Okay.  Got it.\nSpeaker 5: This is your... So, I do understand the situation that you have right now, #########.  I'm here to assist you on this.  So, your machine screen goes black randomly.\nSpeaker 6: No, that's the old computer.  They just sent me a new computer, and I need help setting it up.\nSpeaker 4: I've already set the computer up.\nSpeaker 6: I'm trying to set the computer up, and it's on the last, like... So, what I see here, it says, setting up for work.  It updated some things, but it's on the account setup, and it's on the last install, but it's been like this for the last four hours.\nSpeaker 4: So, the team told me to give a call to CIO.\nSpeaker 5: Okay.  So, because she provided me the VIST ticket number, so that's the reason why I'm asking if that's the case.  Okay, anyway.  Okay, just give me a moment.  Okay, so can we do a remote session for that?\nSpeaker 4: I'm not able to do any remote sessions.  I can't call because I can't get on the computer.  I can't call you.  I can't do anything.\nSpeaker 6: I'm literally sitting on the first stage, which is the setup part.\nSpeaker 5: You can't log in yet.  I can't do anything.  So you're in the part that you can still log in.  That is correct.\nSpeaker 6: It says setting up for work or school.\nSpeaker 5: Okay.\nSpeaker 6: It says working on it.  It says the last is out of all the install, it's eight out of nine installs.  So it looks like it's trying to finish off the install, but it's not working.  They told me to give a call to you guys.\nSpeaker 5: Okay.  So when you try to open your laptop, what did you see?  Is it Other User or Administrator?\nSpeaker 6: It said Other User.  It asked me to put my Accenture email in, which I did.  It sent me a verification code to my Authenticator.  It went through.  I went through those setup steps.  Now it's just trying to set up the system, I guess.  the account set up.\nSpeaker 5: Okay.  Just hold on.  Excuse me.  Will you please provide me the asset tag of your machine?  It starts with US on your machine.\nSpeaker 6: It is ###.\nSpeaker 4: #######.\nSpeaker 5: Okay.  Okay.  So, okay.  So when you try to log in, you use your Accenture username.  I've already...\nSpeaker 6: I've done it already.  I'm literally on the setup part where it's just loading.  It's not letting me go into the actual... I signed in already.  I already know that information, ma'am.  What I'm looking at is it says account setup.  Join your organization.  So what I see here at this time is that it's installing everything on this computer, but it's been installing this stuff since this morning at eight o'clock, and I can't continue.\nSpeaker 5: Okay, so I just want to inform you that installation of your laptop takes for a while.  It will take for about three to four hours.  Okay, so with that, So there's a provision.  or what did it say?  What is on the prompt on your screen right now?\nSpeaker 6: I'm going to repeat what it's saying to you.  I'm going to slow down and I'm going to repeat again for you.  It says, account set up, working on it, joining your organization, network, complete.  Security policies, one of one applied.  Certificates, no setup needed.  And then it says no network connections needed.  App, eight of nine installed.  And it's just loading.\nSpeaker 5: Okay, so eight of nine installed.  So one installation is only needed.  So you have to wait for it.\nSpeaker 6: Stand with your team.  I've literally been in, I'm almost in an eight hour shift.  It's almost time for me to go home.  So you said three to four hours.  I've been on the phone with CIO, I mean, not CIO, L1, and we've been communicating.  She said it shouldn't take this long.\nSpeaker 5: Okay.  Will you please go to unplug all the cables at the top of your laptop and then long press the power button for at least one minute?\nSpeaker 6: I just did it.  I did a hard reset.  I'm waiting for it to come on.  Now it's telling me I have updates underway.\nSpeaker 5: So it's still updating now.\nSpeaker 6: That's what it looks like.\nSpeaker 5: Okay.  So you have to wait for it.\nSpeaker 6: Okay.  Are you able to send a ticket to my chat to my team so I can send it off to my team lead?\nSpeaker 5: Okay.  I'm creating a ticket here.  Okay.  So we're not allowed to send anything.  So you're the one.  I can't provide it to you.  So you have to write this down.  And what is that ticket number?\nSpeaker 6: Okay.  It's INC ########.  You got it?  And can you repeat that again for me?  ##########.\nSpeaker 5: ##########.  That is correct, #########.  Thank you.  Okay.  Yes, all you have to do is just to wait until it's done updating.  Once updating, it will let you log in again, okay?  And just follow what it prompts on the screen, okay?\nSpeaker 6: Thank you.\nSpeaker 5: You're welcome.  So since there's no further actions needed here at the end, I will tag the ticket here as resolved and closed.  But you don't have to worry.  If you should persist, you may reopen the ticket within 72 hours.  And upon resolving this ticket, you may receive a survey via email.  If there's any feedback you wish to provide, please send this in.  This may have a great impact on my performance.  Thank you, #########.  Have a great day.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with setting up a new company laptop. The setup process was stuck on the \"account setup\" stage, specifically on the eighth of nine installations, for several hours. The employee had already followed initial setup steps, including signing in with their company credentials and verifying via an authenticator app. Despite waiting for the process to complete, the installation remained stalled.\n\nThe IT agent confirmed that the setup process can take three to four hours but acknowledged that the employee had already waited much longer. The agent guided the employee to perform a hard reset by unplugging cables and holding the power button for one minute. After restarting, the laptop displayed an \"updates underway\" message, indicating progress.\n\nThe agent advised the employee to wait for the updates to complete and provided a ticket number for reference. The ticket was marked as resolved but could be reopened within 72 hours if the issue persisted. The call concluded with the agent requesting feedback via a survey and thanking the employee for their patience.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the laptop setup, the steps taken, and the resolution provided. It maintains relevance by focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the main points discussed in the transcript. However, it misses some minor details, such as the employee's frustration with the long wait and the specific mention of the \"Other User\" prompt. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with setting up their new laptop and the IT agent's attempts to resolve it. The summary has a clear structure, starting with the problem, then describing the agent's actions, and finally concluding with the resolution. The information presented is accurate, matching the details provided in the call transcript. The summary is also complete, covering the main concerns and resolutions discussed during the call. However, some minor details, such as the employee's frustration with the wait time, are not included. Overall, the summary is well-written and effectively conveys the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (new laptop setup stuck)\n2. Provides context about what steps were already taken\n3. Accurately describes the agent's response and troubleshooting steps\n4. Includes the resolution (hard reset and waiting for updates)\n5. Mentions follow-up details about ticket reopening and survey\n\nThe summary is well-structured, flowing logically from problem to resolution. It maintains relevance by focusing on the core issue without getting sidetracked by initial call routing or identification verification details. It's concise while including all essential information.\n\nMinor improvement could be made by mentioning that the employee had already been working with L1 support before this call, which provides important context about the issue's severity. However, this doesn't significantly impact the summary's overall quality.\n\nThe summary is accurate, with no misrepresented information, and provides a complete picture of both the problem and resolution path.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "6d59deab-b3c0-442a-b669-3062b6ad5310",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the company's IT helpdesk to set up the Microsoft Authenticator app on a new phone. After verifying the employee's details, the IT agent initiated a remote session to guide the employee through the setup process. The employee was instructed to download and run a remote access tool, which initially encountered issues due to admin permissions but was resolved by simply opening the file.\n\nOnce connected, the IT agent guided the employee to scan a QR code with the Authenticator app and approve the setup. The employee encountered a minor issue with enabling phone sign-in due to an incorrect password but resolved it by using a temporary access pass. After confirming that the phone sign-in was successfully enabled, the IT agent marked the ticket as resolved and informed the employee about a feedback survey. The call concluded with both parties exchanging pleasantries.",
    "base64_images": [],
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, press 1.\nSpeaker 2: For mobile, please enter your 8-digit personnel number so we can locate your details if you are a contractor or do not know your personnel number.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 4: Hi again, this is ###### from CIO Service Desk.  May I have your personal number, please?\nSpeaker 5: Yep, my number is ##########.\nSpeaker 4: All right, #####.  Thank you for this information, and also can I ask for your enterprise ID?\nSpeaker 5: ############################.\nSpeaker 4: All right, thank you for this information, and also can I ask for your best callback number?\nSpeaker 5: Can you repeat that again?\nSpeaker 4: Can I ask for your best callback number, ########?\nSpeaker 5: Yeah, ############.\nSpeaker 4: All right, awesome.  Thank you for this information.  So how may I help you today, ########?\nSpeaker 5: I'm back to my new phone, my other phone with a temporary one, the last time I came in to set up authentication.  So I need help setting up the Microsoft Authenticator again.\nSpeaker 4: Okay, I see.  On your new device?\nSpeaker 5: Correct, yes.\nSpeaker 4: All right, I see.  Well, I do really understand your situation here, but don't worry, I will do my best to help you with this one.  So, by the way, may I ask, ########, do you have an access to your machine right now?\nSpeaker 5: Yes, I have my laptop and my phone in front of me.\nSpeaker 4: All right, awesome.  So for this one, ########, let's initiate a remote session so that I can guide you as well to set up your authenticator app, right?\nSpeaker 5: Okay, yeah.\nSpeaker 4: All right, so please open the browser for me and type 123rescue.com.\nSpeaker 5: Okay.  Okay, what is your pin code?\nSpeaker 4: All right, so the six-digit code will be 921450.  And then click for the start download.  After downloading it, Nicholas, go to your download folder.  You will see the file that you've been downloaded.  Kindly right-click the file for me.  Click for the show more options, then run as administrator.\nSpeaker 5: It wants me to put my admin username and password, but I don't have admin.\nSpeaker 4: Just open it.  Don't need to be run as admin.  Just open it.\nSpeaker 5: It's not letting me.\nSpeaker 4: Just double-click the file.\nSpeaker 5: Okay, hold on.  Okay, double-clicking worked.  The admin wasn't helping.\nSpeaker 4: No worries for that one.  Let me just connect that one here on my end.  All right, please click OK on your end as well.  All right, so please allow me to navigate your machine as well, OK?\nSpeaker 5: OK.\nSpeaker 4: Do you have your Authenticator app as well on your mobile device?\nSpeaker 5: Yes.\nSpeaker 4: OK, awesome.  So for this one, can you scan this QR code using your Authenticator app on your new device?\nSpeaker 5: Okay, just scanned it.\nSpeaker 4: Mm-hmm.  Are you able to scan it?\nSpeaker 5: Yeah, I already did.\nSpeaker 4: All right, awesome.  So please verify this one on your Authenticator app one second.  Let's wait for... Let's wait for the notifications for this one.  All right, please approve that one.\nSpeaker 5: Done.\nSpeaker 4: Okay, awesome.  For this one.\nSpeaker 5: I have to enable phone sign-in now?\nSpeaker 4: Yep, one second here.  All right, so you can click the enable phone sign-in.  And if it's asking for the temporary access passcode, please input this one.  The one that's a, the one which is highlighted.\nSpeaker 5: It says it's incorrect.  I'm going to try it again.  It says your account password is incorrect.\nSpeaker 4: Can you check for the use at that or a temporary access pass to sign in?\nSpeaker 5: Oh, yeah, I can do that.  Okay.  Yeah, yeah.\nSpeaker 4: All right, ######.\nSpeaker 5: Yeah, it's still loading.  The cursor thing is spinning right now.  All right.  And I think it's all good now.\nSpeaker 4: Mm-hmm.  Let me just check.  that's what I hear on my end.\nSpeaker 5: Okay.\nSpeaker 4: All right, it seems that you have enabled your phone sign-in on your Authenticator app.  So for this one, I will tag your ticket here as resolved, and upon the resolution of it, you will receive a survey via email, and your feedback is highly appreciated.  So thank you for calling CIO, #########, and have a wonderful day, all right?\nSpeaker 5: You too.  Thank you.  All right.  Bye-bye.  Bye-bye.  Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the company's IT helpdesk to set up the Microsoft Authenticator app on a new phone. After verifying the employee's details, the IT agent initiated a remote session to guide the employee through the setup process. The employee was instructed to download and run a remote access tool, which initially encountered issues due to admin permissions but was resolved by simply opening the file.\n\nOnce connected, the IT agent guided the employee to scan a QR code with the Authenticator app and approve the setup. The employee encountered a minor issue with enabling phone sign-in due to an incorrect password but resolved it by using a temporary access pass. After confirming that the phone sign-in was successfully enabled, the IT agent marked the ticket as resolved and informed the employee about a feedback survey. The call concluded with both parties exchanging pleasantries.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue, the steps taken by the IT agent, and the resolution. It maintains relevance by focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the actual conversation and actions taken during the call. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific issue with the admin permissions in more detail. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee seeking assistance with setting up the Microsoft Authenticator app. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the events and details of the call transcript, including the issues encountered and the resolutions provided by the IT agent. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nThe only potential improvement could be to include more specific details about the initial issue with the \"gone phishing page\" mentioned in the call transcript, but this is not crucial to the main topic of the summary. Overall, the summary is well-written and effectively conveys the necessary information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Conciseness: Maintains brevity while covering essential details of the interaction\n2. Relevance: Focuses on the main purpose (Authenticator setup) and includes pertinent technical steps\n3. Coherence: Follows a logical sequence from verification to problem resolution\n4. Accuracy: Correctly represents the conversation flow, including the admin permission issue and temporary access pass solution\n5. Completeness: Includes both the initial problem, the steps taken, challenges encountered (admin permissions, password issues), and final resolution\n\nMinor improvements could include mentioning that this was a follow-up to a previous temporary phone setup (mentioned by the caller). However, this doesn't significantly impact the summary's overall quality as it captures the current interaction's essential elements and resolution accurately.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "a860ceda-266f-410c-a476-2568a9e3e1da",
    "train_trial_index": 0,
    "predicted_text": "The call involved a contractor at Accenture seeking assistance from the IT helpdesk to reset their password and access their account. The contractor explained that they had recently joined the company, received their laptop, and attempted to set up their account using the provided credentials, which were deemed incorrect. A previous ticket had been raised, but the process required managerial approval. However, the contractor clarified that they had no hierarchical manager in their reporting structure, creating a roadblock.\n\nThe helpdesk agent acknowledged the issue and explained that the system would escalate the request to the next level of hierarchy if no manager was available. The contractor requested the ticket be redirected to the local tech support team immediately to expedite the process, as they needed access to begin work. The agent agreed to check with subject matter experts (SMEs) to determine if this could be done but advised the contractor to wait for a response or follow up if no one reached out within an hour. The call concluded with the agent apologizing for the inconvenience and assuring further assistance.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, telecom... To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.  Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: #########.  Last letter.  #########.  Hi.\nSpeaker 3: We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, They are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\nSpeaker 4: Hi, this is ###.  Thank you for calling CIO Service Desk.  Can I have your employee number?\nSpeaker 2: Yes, it's ########.\nSpeaker 4: Thank you so much.  And can I confirm your enterprise ID?\nSpeaker 2: Yes, it's ######################.\nSpeaker 4: Thank you.  It's ##################?\nSpeaker 2: Yeah, ##################, yes.\nSpeaker 4: Thank you, #####.  And in case this call got disconnected, can you provide me your callback number?\nSpeaker 2: It's ############.\nSpeaker 4: Thank you so much, ####.  And how can I help you today?\nSpeaker 2: Yeah, so I was trying to, like, I had called earlier.  I was trying to reset my password.  And, like, I have joined newly as a contractor with Accenture.  And I received my laptop and I was trying to set it up.  And they had instructed me to set up my account on my portal, my Accenture portal, my ID.  So I was trying to log in but the password they had provided me says it's incorrect.  So I was trying to reset the password and the guys who spoke earlier told that they the ticket has been raised and they would be sending a request to my manager.  but when I checked at my office they said that like in my hierarchy there are no managers so they want to resolve this as soon as possible.  so they were.  they asked me to check on this matter.\nSpeaker 4: I see.  So, basically, you confirm to your office that there is no manager that would approve your request?\nSpeaker 2: Yes.\nSpeaker 4: I see.  So, as assured, I'll be assisting you with this, ####, and I'm sorry for the inconvenience.  So, to track further on this issue, can I put the call on hold for about two or three minutes?\nSpeaker 2: Sure.\nSpeaker 4: Thank you.  I'll be back.  Thank you for waiting and staying on the line.\nSpeaker 2: Yes.\nSpeaker 4: So I'm still tracking the response from our SMEs regarding this issue.  Can I ask another two or three minutes to put the call on hold?\nSpeaker 2: Yes, sure.\nSpeaker 4: Thank you, and I'll be back.\nSpeaker 2: Thank you.\nSpeaker 4: Thank you for waiting and stay on the line.\nSpeaker 2: Yes.\nSpeaker 4: So, just to confirm, ####, you are already on the office, correct?\nSpeaker 2: Sorry?\nSpeaker 4: Are you on the local tech support office right now?\nSpeaker 2: No, I'm not.\nSpeaker 4: You mentioned earlier that you went to the office and asked if there is a...\nSpeaker 2: No, I said I checked with my office.  And they said that there's no hierarchical manager for me.  And this has to be reset.\nSpeaker 4: Yes, the hierarchy that they're telling you about is about on your team's organization.  But we're looking into the next hierarchy on our verification again.  The first verification for the manager vouching or the first hierarchy will check on your team's organization.  but we can proceed to the next levels of hierarchy.  So if your manager denies the request that we sent to him or to her, we can proceed to assign this ticket to the local tech support office, and they will be contacting you regarding 4D verification.  So I highly suggest to wait for a response from your manager regarding this.\nSpeaker 2: like the colleagues my colleagues who said they said that there is no manager that i am reporting to so yes again we're not basing the manager on your reports thing.\nSpeaker 4: uh reporting tool.  so we proceed to the next.  uh level of hierarchy would be the workday manager or the requester.  so again uh just wait for the approval from them And if they deny the request, rest assured we can reassign the ticket to the local tech support to further assist you.  regarding for the request.  And I'm really sorry, but we...\nSpeaker 2: Can you assign it to the local support right away?\nSpeaker 4: Yes, we can proceed with that unless your manager confirm or denies the request.  But don't worry, I can check with our SMEs if I can assign it to the local tech support office to be verified.\nSpeaker 2: Okay.  Yeah, that would be great if you could redirect it to the local support right away because nobody's sure who my manager is and I don't know how long it's going to take.  Yes, I understand.  Yeah, I have to begin since Monday.  And since it's going to be weekend, I don't think people would respond.\nSpeaker 4: I see.  So I'll be checking with our SMEs regarding for this.  And again, just wait for someone to reach out to you regarding for this.\nSpeaker 2: OK.  Should I call back or should I?\nSpeaker 4: The process for this, unless someone would reach out to you.  But in case there's no one to reach out to you, at least within an hour or more, you can call back to follow up.\nSpeaker 2: Okay, got it.\nSpeaker 4: I'm really sorry for the inconvenience, but I hope you understand.  Thank you and have a great day ahead.\nSpeaker 2: Yeah, thank you.\n</call_transcript>\n<summary>\nThe call involved a contractor at Accenture seeking assistance from the IT helpdesk to reset their password and access their account. The contractor explained that they had recently joined the company, received their laptop, and attempted to set up their account using the provided credentials, which were deemed incorrect. A previous ticket had been raised, but the process required managerial approval. However, the contractor clarified that they had no hierarchical manager in their reporting structure, creating a roadblock.\n\nThe helpdesk agent acknowledged the issue and explained that the system would escalate the request to the next level of hierarchy if no manager was available. The contractor requested the ticket be redirected to the local tech support team immediately to expedite the process, as they needed access to begin work. The agent agreed to check with subject matter experts (SMEs) to determine if this could be done but advised the contractor to wait for a response or follow up if no one reached out within an hour. The call concluded with the agent apologizing for the inconvenience and assuring further assistance.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the contractor's issue with password reset and the lack of a hierarchical manager. It is relevant, focusing on the main topic of the call. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the key details from the transcript without any misleading content. However, it misses some minor details, such as the contractor's concern about the weekend delay and the agent's multiple holds to check with SMEs. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the contractor's issue with resetting their password and accessing their account. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the contractor's situation, the helpdesk agent's explanations, and the proposed solution. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, some minor details from the call transcript are not included in the summary, such as the initial automated messages and the contractor's callback number. Nevertheless, these details are not crucial to understanding the main issue and resolution.\n\nOverall, the summary is well-written, accurate, and effectively conveys the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the caller as a new contractor with password issues\n2. Explains the previous ticket and managerial approval requirement\n3. Accurately describes the hierarchical manager issue\n4. Details the proposed solutions and escalation paths\n5. Includes the final resolution of waiting for contact or following up\n\nThe summary is concise while maintaining essential details, has good flow and structure, and accurately represents the conversation. It's coherent and easy to follow, presenting events in logical order. The information is relevant, focusing on the core issue and resolution steps.\n\nMinor improvement could be made by mentioning the specific timing context (starting Monday, weekend concerns) that made the situation more urgent, but this doesn't significantly impact the summary's quality.\n\nThe summary successfully balances detail and brevity while maintaining accuracy and providing a complete picture of both the problem and proposed resolution paths.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "ab7a465c-0685-4aae-af68-85a17fdb9111",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk after being locked out of their account. The employee reported that while their sign-in was successful, they were unable to access resources due to a compliance issue. The helpdesk agent identified the problem as a conditional access issue with the employee's machine, requiring intervention from a remote technician.\n\nThe agent guided the employee through initiating a remote session using a PIN code via a rescue tool. The employee was instructed to download the tool, run it as an administrator, and wait for a technician to connect. However, the remote session transfer to a local technician faced delays, and the employee was advised to wait for further updates from the local tech team.\n\nThe call concluded with the employee agreeing to wait for the local technician to resolve the issue. The agent apologized for the inconvenience and assured the employee that the matter would be addressed promptly.",
    "base64_images": [],
    "stats": {
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      "call_summarization_score": 0.8518518518518517
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, telecom and mobile.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to wait.\nSpeaker 4: This is the way we may ask for your personnel number.\nSpeaker 5: Hi, this is ############.  I can't find it right now because I can't get into the Accenture portal.\nSpeaker 4: Okay.  How about this one?  I would like to ask for your enterprise ID or Accenture email instead.\nSpeaker 5: Yep.  No worries.  My Accenture email is #############################.\nSpeaker 4: Okay.  Let me just spell it out if I got it correctly.  That would be ########### dot #########?\nSpeaker 5: Correct.\nSpeaker 4: Okay.  Thank you so much.  Let me just pull this up one second, please.\nSpeaker 6: Thank you.\nSpeaker 4: You're welcome.  Okay, and so, yes, help.\nSpeaker 5: Yeah, I seem to be locked out.  So, when I hit sign in, it says, like, sign in successful, but then it says, like, you cannot access.  So, I don't know, because you cannot access this right now.  Your sign in was successful, but does not meet the criteria to access this resource.  But I'm like, on my Accenture computer, and I looked at my apps and they all seem to be up to date.  So I'm not sure.\nSpeaker 4: Okay.  Um, you are referring for, uh, on signing into any essential links.  And even the app applications as well.\nSpeaker 5: Yep.\nSpeaker 4: Okay.  So, anyways, thank you so much for that information, ######, and they do apologize for having this issue, but, you know, that's a shirt.  I am going to assist, but before we get started, I just, I forgot to ask for your call back number in case the call get disconnected.\nSpeaker 5: No worries.\nSpeaker 4: You can call me at ###################.  Okay.  So, yeah, let me just take a look on your machine.  1 moment.\nSpeaker 5: Thank you.\nSpeaker 4: You're welcome.  Just real quick.  Hey, my tools are still loading.  One moment.  No problem.  Okay.  So yeah, anyways, upon checking right now on your system, I can see that that is why you're having issues on signing in because there was a compliance issue for sign in.  So there was an issue for the conditional access of your machine.  So what we are going to do right now, just to set your expectation, ######, this one needs to be remedied.  or needs to be checked by one of our remote technicians.  And, you know, it would take at least 30 minutes to one hour.  So are you good for a remote session right now?\nSpeaker 6: Yeah, that's fine.  Thank you.\nSpeaker 4: Okay.  So anyways, is it okay to place you on hold for at least a minute or two?  I'll just gather all the information that is needed here.  Okay.\nSpeaker 6: Yep, that's fine.  Thank you.\nSpeaker 4: Thank you.  Please stay in the line.  I'll get back to you for updates.  Okay.\nSpeaker 6: Okay.  Thank you.\nSpeaker 4: You're welcome.  Hello, ######.\nSpeaker 2: Hi there.\nSpeaker 4: Oh, yes.  Thank you for waiting on the line.  So what you will need to do here is that you'll need to go into your browser and search for 123rescue.com.\nSpeaker 6: Okay.\nSpeaker 4: Okay.  So after that one, it will ask you to, you know, it will ask for a pin code, right?\nSpeaker 6: Yep, I'm ready.\nSpeaker 4: Okay, so one second please.  Let me just process in here.  Let me just pull up the tool.  Okay, so before you put the pin code, I would like to inform you that After I give you the PIN code, you will need to download it, okay?  And then after downloading it, do not run it right away, okay?  Go to your downloads folder, and you need to run as admin.  Okay, sounds good.  Let's start with the PIN.\nSpeaker 6: All right.\nSpeaker 5: Oh, yeah.  So the PIN code is 619319.\nSpeaker 6: Okay.  So it says downloading.  I'm not seeing anything popping up yet.  Give it a second.\nSpeaker 4: There we go.  Okay, so it's downloading, but don't open it yet?  Yes.  you'll need to run as admin, okay?\nSpeaker 6: Okay, so what does that mean?\nSpeaker 4: You'll just need to go to the app and you'll need to run as admin for the app so that we can elevate or one of our tech can elevate your machine.\nSpeaker 6: Gotcha.  Okay, so I'm in my downloads.  I see the rescue.  Do I just open it from there?\nSpeaker 4: right-click on it and then run as administrator.\nSpeaker 6: Okay.  I don't see a run as administrator.  Is the open show package contents of the trash get info compressed duplicate.  But I don't see a run as administrator.\nSpeaker 4: Okay, just click the app.  Okay.\nSpeaker 6: Okay.  Clicking it connecting as is waiting for technician.\nSpeaker 4: All right.  I'll just try to connect it over.  Just click OK.\nSpeaker 6: OK.  There we go.\nSpeaker 4: Yeah, that's me.  And I'll be transferring this remote session too.  Let me check.  ######.  Yeah.  Okay.  One second.  All right.  One second.  All right.  So I'll just wait for the confirmation.  if she had already received the remote session.  Okay.  1 moment.  Okay.  System is still not popping out that we already received.  So, 1 moment, I'll just make a follow up.\nSpeaker 6: Okay, thank you.\nSpeaker 4: You're welcome.  Stay in the line.  I'll get back to you.  Hey, let me just place you on hold.\nSpeaker 6: Okay, thank you.\nSpeaker 4: Thank you.  All right, so yeah.  Hello, ######.  Hi.  Yeah, for this one, just wait for the local tech to give you updates, okay?\nSpeaker 6: Okay, sounds good.  I haven't seen a local person connect yet.  Is that normal?\nSpeaker 4: Yes, they will just accept the transfer, okay?  Okay, awesome.  Thank you.  Thank you so much, ##la.  Goodbye for now.\nSpeaker 6: Bye-bye.\nSpeaker 4: Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk after being locked out of their account. The employee reported that while their sign-in was successful, they were unable to access resources due to a compliance issue. The helpdesk agent identified the problem as a conditional access issue with the employee's machine, requiring intervention from a remote technician.\n\nThe agent guided the employee through initiating a remote session using a PIN code via a rescue tool. The employee was instructed to download the tool, run it as an administrator, and wait for a technician to connect. However, the remote session transfer to a local technician faced delays, and the employee was advised to wait for further updates from the local tech team.\n\nThe call concluded with the employee agreeing to wait for the local technician to resolve the issue. The agent apologized for the inconvenience and assured the employee that the matter would be addressed promptly.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue, the helpdesk agent's diagnosis, and the steps taken to resolve the problem. It is relevant, focusing on the main topic of the call, which is the employee's inability to access resources due to a compliance issue. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. It is also accurate, correctly reflecting the details of the call without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial difficulty in providing the personnel number and the agent's request for the employee's email instead. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue and the helpdesk agent's attempts to resolve it. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence.\n\nIn terms of accuracy, the summary correctly identifies the problem as a conditional access issue and describes the steps taken to initiate a remote session. However, it does not capture every detail from the call transcript, such as the initial automated messages and the employee's difficulty in finding the \"run as administrator\" option. Despite this, the summary does not contain any false or misleading information.\n\nRegarding completeness, the summary provides a fair description of the main problem and the proposed resolution but does not mention the initial delay due to high call volume or the performance issues with \"my key.\" However, these points are not crucial to understanding the employee's specific issue and its resolution.\n\nOverall, the summary effectively conveys the essential information from the call transcript, making it a high-quality summary.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the initial problem (login/access issues)\n2. Correctly explains the cause (compliance/conditional access issue)\n3. Details the solution process (remote technician assistance needed)\n4. Includes the specific steps taken (PIN code, rescue tool download)\n5. Mentions the outcome (waiting for local tech)\n\nThe summary is concise yet comprehensive, maintaining good coherence by presenting events in chronological order. It's factually accurate and doesn't include any misleading information. The language is clear and professional.\n\nMinor improvements could include:\n- Mentioning the estimated resolution time (30 mins to 1 hour) that was discussed\n- Including the initial system announcement about high call volume due to MyKey issues\n- Noting the verification process of the user's identity\n\nHowever, these are minor details, and their omission doesn't significantly impact the summary's effectiveness. The summary successfully balances brevity with informativeness while maintaining accuracy and relevance.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "b7894a54-f7f3-4409-81ff-5b783bf7a8a9",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to report an issue with their computer. The employee explained that their computer had unexpectedly shut down multiple times despite being plugged in. Upon restarting, they encountered a BitLocker login issue, with the system rejecting their password despite entering the correct one. The IT agent requested the employee's personnel number, enterprise ID, and callback number to assist further. The agent then asked the employee to send a picture of the BitLocker screen via Teams for troubleshooting.\n\nDuring the call, the employee managed to restart the computer and successfully log in, though they noted the system had shut down at least three times. The IT agent advised monitoring the machine for further issues and suggested closing the ticket for now. They assured the employee that the ticket could be reopened if the problem persisted. The call concluded with the employee agreeing to the resolution and the agent thanking them for their cooperation.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, telecom... To check if your account is passwordless, please visit go.accenture.com/gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.  Please enter your 8-digit personnel number so we can locate your details if you are a contractor or do not know your personnel.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.  All agents are currently assisting other callers.\nSpeaker 2: Hi, thank you for calling Accenture CIO.  This is ###, may I ask for your personal number, please?\nSpeaker 1: Hi.\nSpeaker 3: My name is ##############.  I'm sorry, did you just ask me a question?\nSpeaker 2: Yeah, I would like to ask for your personnel number or employee ID number.\nSpeaker 3: Oh, sure.  It's ###############.\nSpeaker 2: #####, okay.  Thank you so much for this.  Pulling it up, the information right now.  One second, please.  Okay, I would also like to ask for your enterprise ID or essential email.\nSpeaker 3: #############\nSpeaker 2: Okay, thank you for this one ######## and for your callback number.\nSpeaker 3: Callback number is ##########\nSpeaker 2: Okay, and so yes, how can I help you today?\nSpeaker 3: so I I was sitting here working on the computer, just wrapped up a call via Teams, and my computer just completely shut down.  I don't think it has anything to do with the battery because it's plugged in.  When I turned the computer back on, I tried to log on in BitLocker, and it's telling me that the password is incorrect, which is, I'm pretty confident that I'm putting in the correct password.  So, I'm just not sure what to do.\nSpeaker 2: Okay.  All right.  Thank you for that information, #######.  I would like to ask, by the way, can you take a picture or do you have access to Teams on your phone?\nSpeaker 3: I'm sorry, do I have access to Teams?  Yes, I do.\nSpeaker 2: Yeah.  Okay.  Can you take a picture of it and then send it to my Teams?  I'll ping you on Teams first.  I want to check the current status of your machine right now.\nSpeaker 3: Okay.  Sure.  I'm on Teams.\nSpeaker 2: Okay, I'll just wait for the picture.  Okay, you just want me to take a screenshot?\nSpeaker 3: Well, I'm just on the BitLocker page, like login page.\nSpeaker 2: So, there you go.  Okay.  Thank you.  Okay, and when you, oh wait, incorrect pin.  All right.  Can you try to restart again or reboot your machine?\nSpeaker 3: Sure.  Oh, why does it keep shutting?  It just keeps turning off automatically.  I'm not sure why it's doing that.\nSpeaker 2: Like it's completely shut down.\nSpeaker 3: Yeah, it like completely shut down.  I'm able to turn it back on, but again, it's just like, it'll just shut down by itself.  I just rebooted it.  Let me see if that works.\nSpeaker 2: Okay, able to get past BitLocker.  And how many times have shut down the machine?\nSpeaker 3: It's shut down at least three times since I've been on, since it first happened.  But I'm trying to relog.  I can't now.  I was able to get back in, so that is fine.  I think I'm okay now.  As long as it doesn't reboot again, I don't know.  That was just so weird.\nSpeaker 2: Okay.  For this one, okay.  For now, let's observe your machine first.  Okay, so since you were able to log in, we can, or is it okay if we can resolve the ticket first, and then if the issue persisted, maybe later or by the next day, kindly give us a call back so that we can reopen the ticket.\nSpeaker 3: Okay, sounds good.\nSpeaker 2: Okay, but yeah, rest assured a ticket will be made, but for now we'll just be tagging this one as resolved.  And then if issue persisting on the next day, it's still, you know, automatically shut down, give us a call back, okay?  So we can reopen.\nSpeaker 3: Okay.  Okay.\nSpeaker 2: Okay.  All right.  So anyways, thank you so much.  And yeah, have a good day.  Goodbye for now.  Thank you.\nSpeaker 3: Bye-bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to report an issue with their computer. The employee explained that their computer had unexpectedly shut down multiple times despite being plugged in. Upon restarting, they encountered a BitLocker login issue, with the system rejecting their password despite entering the correct one. The IT agent requested the employee's personnel number, enterprise ID, and callback number to assist further. The agent then asked the employee to send a picture of the BitLocker screen via Teams for troubleshooting.\n\nDuring the call, the employee managed to restart the computer and successfully log in, though they noted the system had shut down at least three times. The IT agent advised monitoring the machine for further issues and suggested closing the ticket for now. They assured the employee that the ticket could be reopened if the problem persisted. The call concluded with the employee agreeing to the resolution and the agent thanking them for their cooperation.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the computer shutting down, the BitLocker login problem, and the steps taken by the IT agent. It maintains relevance by focusing on the key aspects of the conversation. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the details from the transcript without any misleading content. However, it misses some minor details, such as the employee's initial confusion and the specific troubleshooting steps like taking a picture of the BitLocker screen. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their computer shutting down and the subsequent BitLocker login problem. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the employee's description of the problem, the IT agent's troubleshooting steps, and the resolution. The summary also captures the main concerns (the computer shutting down and BitLocker issue) and the resolution (monitoring the machine and the possibility of reopening the ticket if the issue persists), making it complete.\n\nOverall, the summary meets all the criteria effectively, providing a clear, concise, and accurate overview of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Maintains brevity while covering essential details of the interaction\n2. Relevance: Focuses on the core issues (unexpected shutdowns and BitLocker problem) without including unnecessary information\n3. Coherence: Presents information in a logical sequence, from problem description to resolution\n4. Accuracy: Correctly represents the conversation details, including the number of shutdowns (3 times) and the eventual resolution\n5. Completeness: Includes both problems (shutdown and BitLocker), troubleshooting steps (Teams screenshot request), and resolution (temporary fix with follow-up if needed)\n\nMinor improvements could include mentioning that the shutdown occurred after a Teams call, which might be relevant for troubleshooting. However, the summary effectively balances detail and brevity while maintaining accuracy and readability. The resolution process and next steps are clearly communicated.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "966ba8ea-999d-4c6c-b007-80b46e7a986d",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to resolve login issues with their company laptop. The employee reported being unable to log in using their password, which was recently reset, and encountered error messages indicating incorrect credentials. They also mentioned that the password worked on their mobile device but not on the laptop.\n\nThe helpdesk agent guided the employee through troubleshooting steps, including resetting the password via mobile, ensuring correct input of credentials, using a floating keyboard, and switching to a different network (e.g., hotspot). Despite these efforts, the issue persisted. The agent suggested waiting 30 minutes after changing the network and performing a hard reboot.\n\nAs the problem remained unresolved, the agent escalated the issue to the local technical support team (Level 3) for further assistance, as remote troubleshooting was not possible without successful login. The employee expressed urgency due to an upcoming deployment, and the agent assured them that the local tech team would contact them as soon as possible.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, Press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with.  Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.  Thank you for calling the service desk.\nSpeaker 4: This is ########.  May I have your personnel number, please?\nSpeaker 5: My first name is ####.  My personnel number is ########.\nSpeaker 4: ####. ########. ###.  Can you confirm your Accenture email address?\nSpeaker 5: ########################.\nSpeaker 4: Thank you so much.  ####, I'm sorry about this issue you're encountering right now.  Rest assured, I will try my best to assist you today.  Before anything else, do you have any callback number?  ############.  Thank you so much.  Just one moment, please.  While I check your credentials here.  Thank you so much.  Can I help you?\nSpeaker 5: I can log on to my laptop.\nSpeaker 4: What's the error message or what's wrong?  Try to log in.\nSpeaker 5: It says set up my train.  And then my payment doesn't work anymore.  and then I just set up a password and my password doesn't work either.\nSpeaker 4: What does the password or what does the error message when entering password?\nSpeaker 5: It says it's not correct.\nSpeaker 4: I see.  Okay.  Don't try anymore.  So try again.  To reset your password.  Right now?  Yes.\nSpeaker 5: Well, I. It's not working.\nSpeaker 4: Yes, reset your password.  The error message is incorrect.  So it's probably incorrect.\nSpeaker 5: When I click on reset my password, nothing happens on my laptop.  So I reset it on my mobile.\nSpeaker 4: Yes, mobile, please.  Reset on your mobile.  Do not reset password on your laptop.\nSpeaker 5: But I just did that.  You want me to do it again?\nSpeaker 4: Yes, do it again, please.  myid.accenture.com, self-service, password reset, unlock.\nSpeaker 5: OK, one second.  Self-service, password reset or unlock, right?\nSpeaker 4: Yes, that's the option.\nSpeaker 5: OK, did you change anything?  Because I just did this.\nSpeaker 4: I did not change anything.  Just go ahead and reset your password, please.  Okay, it says it's been reset.  Okay.  Just remember your password and try that.  Log in to other user with complete email address #########################.  Complete email address and the password.  Log in to the other user.\nSpeaker 5: Okay.  Oh, don't log in to my user?\nSpeaker 4: Yes, log in to the other user.\nSpeaker 5: All right, let's welcome ############.  No, it says username or password is incorrect.\nSpeaker 4: Can you check your keys, uppercase, lowercase?\nSpeaker 5: Oh, this is right.  I'll try again.\nSpeaker 4: Okay.\nSpeaker 5: I don't think it's working.\nSpeaker 4: What's the error message?\nSpeaker 5: The credentials are incorrect.\nSpeaker 4: Can you read to me the complete error message, please?\nSpeaker 5: Yeah, give me one second.  Let me try one last thing.  Password is incorrect.  Try again.\nSpeaker 4: Password is incorrect.  Did you enable the floating keyboard keys?\nSpeaker 5: Sorry?\nSpeaker 4: Use the floating keyboard, the keyboard screen.  Use that.  to type in the password.  OK.\nSpeaker 5: Because when I log in with my mobile, it works.  And when I'm logging in here, it says it's not right.\nSpeaker 4: OK.  Since you can't log in using a password, And you can log in using a PIN.  There's no other way to log in but PIN or password.  So try to switch your network first to hotspot.  Are you connected to a network?  Are you in a hotel or are you at home?\nSpeaker 5: No, I'm at home.\nSpeaker 4: Okay.  Change network first to hotspot and wait for 30 minutes before you try to log in again.  Okay.  And right now, you try to do a hard reboot first and then change the network.  Much better if you have a hard wire or a LAN cable.  If not, you can use a hotspot.  Can you check if I'm locked or anything like that?  There's nothing like that here.  Locked or anything or even disabled?  It's just a network PC.  That's wrong right now.  So all you need to do is wait.  Is there anyone else?\nSpeaker 5: Is there anyone else that I can talk to?  Because I really need my laptop.  I have a deployment this weekend.\nSpeaker 4: Even if we have to escalate your issue, troubleshooting would still be the same.  They could not help if we can't log in using password.  I want to try it.  Sure, you can just, I want to assign this to, but this ticket will be assigned to the level three, like the local tech.  Since you can't log in with a password, you can't log in with a PIN, we cannot do remote connection.  So local tech is the last option, and they will contact you as soon as possible, okay?  I'll send this to them.\nSpeaker 5: Okay.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to resolve login issues with their company laptop. The employee reported being unable to log in using their password, which was recently reset, and encountered error messages indicating incorrect credentials. They also mentioned that the password worked on their mobile device but not on the laptop.\n\nThe helpdesk agent guided the employee through troubleshooting steps, including resetting the password via mobile, ensuring correct input of credentials, using a floating keyboard, and switching to a different network (e.g., hotspot). Despite these efforts, the issue persisted. The agent suggested waiting 30 minutes after changing the network and performing a hard reboot.\n\nAs the problem remained unresolved, the agent escalated the issue to the local technical support team (Level 3) for further assistance, as remote troubleshooting was not possible without successful login. The employee expressed urgency due to an upcoming deployment, and the agent assured them that the local tech team would contact them as soon as possible.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the login issues, troubleshooting steps, and escalation to local tech support. It maintains relevance by focusing on the key aspects of the conversation. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the details from the transcript without introducing errors. However, the summary could be slightly more complete by mentioning the specific error messages and the employee's request for an alternative contact due to urgency. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's login issues and the helpdesk agent's troubleshooting efforts. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the error messages, troubleshooting steps, and the escalation to the local technical support team. The summary also provides a fair description of the main problems and resolutions, thus demonstrating completeness.\n\nHowever, some minor details, such as the initial automated messages and the employee's personnel number, are omitted, but these are not crucial to understanding the main issue and resolution.\n\nOverall, the summary effectively conveys the essential information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (login problems)\n2. Accurately describes the troubleshooting steps taken\n3. Notes the interesting detail about password working on mobile but not laptop\n4. Includes the final resolution (escalation to Level 3)\n5. Maintains good flow and logical structure\n\nThe summary is concise while including all crucial information. It's coherent, with a clear progression from problem identification through attempted solutions to final outcome. The information is accurate and matches the transcript without any misrepresentations. It captures the urgency expressed by the employee regarding the deployment.\n\nMinor improvement could be mentioning the initial automated message about \"gone phishing page\" issues, though this wasn't directly related to the specific user's problem.\n\nOverall, the summary demonstrates excellent balance between brevity and completeness while maintaining accuracy and relevance.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "a4130e89-59cd-4848-86f2-5c9fb86ed5e4",
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    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to set up Multi-Factor Authentication (MFA). The employee initially struggled to log in to their Accenture account and could not access their email or Teams. The helpdesk agent confirmed the employee did not have an Accenture machine and explained that a temporary access passcode would be required. Since the employee could not access Teams, the agent created an adaptive card and sent it to the employee's manager for approval to proceed with the verification process.\n\nThe agent informed the employee to follow up within 48 hours after the manager's approval to avoid ticket closure, though the ticket could be reopened within 72 hours if necessary. If the manager did not approve the request or provide an incident number within 48 hours, the issue would be escalated to the local tech support office. The call concluded with the employee agreeing to wait for their manager's approval and to call back with the incident number to continue the process. The agent thanked the employee and ended the call.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 1: The number you entered must be 8 digits in length.  You entered #######.\nSpeaker 2: Please re-enter your personnel number.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 4: Hi, this is ##### from CIO Service Desk.  May I have your personal number please?  ########.  I'm sorry?\nSpeaker 5: ####-####.\nSpeaker 4: All right, awesome.  Thank you for this information.  And also, can I ask for your enterprise ID?\nSpeaker 5: Enterprise ID?  One second.  My manager enterprise ID or mine?  I need to set up the MFA.\nSpeaker 4: Your enterprise ID.\nSpeaker 5: ######### dot # dot #########.  It ###################.\nSpeaker 4: All right, awesome.  Thank you for this information.  And also can I ask for your best callback number?\nSpeaker 5: Sorry, what was that?\nSpeaker 4: Best callback number.  Callback number.\nSpeaker 5: Contact number.  ############.\nSpeaker 4: Alright, thank you for this information, so how may I help you today?\nSpeaker 5: I need to set up the MSN.\nSpeaker 4: Okay, I see.  Well, I don't really understand the situation here, but don't worry, I will do my best to help you with this one.  Yep.  Alright, so for this one, #####, one second here, let me just pull up your account here on my end, alright?\nSpeaker 5: Mm-hmm, okay.\nSpeaker 4: All right, so for this one, #####, do you have an access to your, I mean, do you have any machine with you, like Accenture machine, or no?\nSpeaker 5: Accenture machine, I don't have an Accenture machine with me.\nSpeaker 4: Okay, I see what I don't really understand that one.  So for this one, For which you're able to request or I mean to set up your MFA, what we're going to do here is we need to request for a temporary access passcode, all right?\nSpeaker 5: Okay.\nSpeaker 4: And for this one, do you have access as well to your Accenture team?  Are you able to set it up?\nSpeaker 5: I couldn't open my Accenture mail ID.  It's asking, I need additional something.  It's asking me like that.  I couldn't log in.  Okay.\nSpeaker 4: All right.  I understand that one.  So one second here.  All right.  Since you don't have any access on Teams, what we're going to do here is we will be sending an adaptive card to your manager, all right?  So then we need their approval to voucher on this verification process as well.  Is it okay if I can please call and hold for one to two minutes?  Let me just create an adaptive card to your manager.  Yep.  Awesome.  One moment, please.  All right, thank you so much for patiently waiting here, #####.  So for this one, adaptive card has been sent to your manager.  And just as your expectation, once your manager approved the request, be sure to call us back within 48 hours to avoid ticket closure.  But no worries, we can reopen the ticket within 72 hours as well.  But if your manager did not approve it or provide any incident number within 48 hours, we will forward your ticket to your local tech support office and they will contact you for further assistance.  All right?\nSpeaker 5: Yeah.  Okay.  Yeah.\nSpeaker 4: All right.  So for this one, please wait for your manager approval for this one.  And once you have the incident number, call us back again so that we can proceed with the verification process.  All right?\nSpeaker 5: Yeah.  Okay.  Okay.  Yeah.  Thank you.\nSpeaker 4: All right.  So thank you for calling CIO and have a wonderful day.  Thank you.  All right.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to set up Multi-Factor Authentication (MFA). The employee initially struggled to log in to their Accenture account and could not access their email or Teams. The helpdesk agent confirmed the employee did not have an Accenture machine and explained that a temporary access passcode would be required. Since the employee could not access Teams, the agent created an adaptive card and sent it to the employee's manager for approval to proceed with the verification process.\n\nThe agent informed the employee to follow up within 48 hours after the manager's approval to avoid ticket closure, though the ticket could be reopened within 72 hours if necessary. If the manager did not approve the request or provide an incident number within 48 hours, the issue would be escalated to the local tech support office. The call concluded with the employee agreeing to wait for their manager's approval and to call back with the incident number to continue the process. The agent thanked the employee and ended the call.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the employee's issue with setting up MFA and the steps taken by the helpdesk agent. It is relevant, sticking closely to the main topic of the call. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the key details from the transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific issue with the \"gone phishing\" page, which provides context for the call. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with setting up MFA and the helpdesk agent's resolution. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript. The details about the employee's issue, the agent's solution, and the follow-up instructions are all accurately represented.\n\nThe summary is also complete, providing a fair description of the main problem and resolution. It covers the key points, including the employee's initial issue, the agent's explanation of the temporary access passcode, and the escalation process if the manager does not approve the request.\n\nOverall, the summary meets all the criteria, effectively conveying the important information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: It efficiently presents the main points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: All information included directly relates to the MFA setup issue and resolution process.\n3. Coherence: The summary follows a logical flow from problem identification to solution steps and next actions.\n4. Accuracy: The details match the transcript precisely, including the 48/72-hour timeframes and the adaptive card process.\n5. Completeness: It covers both the initial problem (MFA setup/login issues), the solution approach (adaptive card to manager), and next steps (waiting for approval and follow-up requirements).\n\nThe summary successfully balances detail and brevity while maintaining accuracy. It includes all crucial information about the process and next steps, making it highly useful for documentation purposes. The only minor improvement could be mentioning the initial IVR system navigation, but this isn't essential to the core interaction.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "f9b473e2-15af-4de3-83f4-0e5ac55a38fe",
    "train_trial_index": 0,
    "predicted_text": "The employee contacted the IT helpdesk to resolve issues with a new device received a week ago. The primary problem was the inability to download applications, specifically a VPN application (Cisco AnyConnect), required for remote client work. The employee mentioned that certain policies, such as \"vecto users,\" had not been applied to the device, which might be causing the issue. Additionally, the device lacked administrator permissions, preventing necessary changes.\n\nThe IT agent attempted to assist by initiating a remote session using 123rescue.com, but the employee faced difficulties downloading the remote session tool. After troubleshooting, the agent identified that the employee's VPN access was denied in the system, which would prevent VPN functionality even if installed. The agent escalated the issue by involving Level 2 support to address the policy and administrator access problems.\n\nThe session continued remotely, with the employee and IT team communicating via chat. The process was expected to take approximately 30 minutes. The call concluded with the IT agent wrapping up and advising the employee to continue the troubleshooting through the remote session.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, press 1.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details if you are a contractor or do not know your personnel number.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find...\nSpeaker 4: Hi, thank you for calling Service Desk.  My name is ######.  Can I please have your personnel number?  ###############.  Okay, just to confirm, it is ###############?  Mm-hmm.  Okay, thank you.  Let me just pull up your account here in my end.  And please do confirm your accenture email.\nSpeaker 5: ###########\nSpeaker 4: Okay, thank you for that ####### and #######.  Can I have your best call back number?  Just in case we get disconnected and I can get back.  ########.  Okay, thank you.  So, #######, how may I assist you today?\nSpeaker 5: I received a new device about a week ago and I need access to my device.  I can't download any applications.\nSpeaker 4: Okay, so I do apologize for the inconvenience, #######, but don't you worry, since you have me on the line.  I'll do my best to assist you with your concerns.  So just to confirm you're calling in because you received a new device and now you can't download anything in your device, correct?  Okay, I just want to confirm, were you able to set up your new device, #######?\nSpeaker 5: I think so.  My local technology team told me that there were some issues pushing certain things onto the device.  Okay.\nSpeaker 4: Okay, what were you trying to download to your device?\nSpeaker 5: I'm trying to download a VPN application so that I can do my client work from home.\nSpeaker 4: Okay.  Thank you for confirming that one, #######.  So let me just check.  For me to further assist you in this, is it okay if we do a remote session?  #######?  That's fine.  Okay, please open a browser and search for 123rescue.com.\nSpeaker 5: Yep, I'm on here.\nSpeaker 4: Okay, and the six digit code is ######.  Download the app and after downloading the app.\nSpeaker 5: Yeah, um, it's not working.  Let me let me switch.  Sorry.  Can you share that number 1 more time?  Please?\nSpeaker 4: It's ######.\nSpeaker 5: Nothing seems to be downloading.  Should I restart my device?  It sometimes usually happens.\nSpeaker 4: Can it be checked on your download files?  Is it not there?\nSpeaker 5: No, it's not there.  This has happened a couple of times before.  Usually I have to restart.\nSpeaker 4: Okay, can you please restart your machine?  And while we're starting your machine, is it okay if I put the call on hold for two minutes?\nSpeaker 5: Before that, the policy that didn't push was told that it was supposed to be a vector.\nSpeaker 4: Okay.  Apologies, #######.  You were tapping in and out.  Can you please repeat that once again?\nSpeaker 5: The policy that didn't push, it's called a vecto users.  Have you heard of that before?\nSpeaker 4: Yes.\nSpeaker 5: Is that a serious problem if that didn't apply to my machine?\nSpeaker 4: Yes.\nSpeaker 5: Okay.  How can I get that fixed?\nSpeaker 4: Okay, we have to do our remote session so that I can help you with that.  Okay.  Okay.\nSpeaker 5: I'm just logging in now.  I'm in.\nSpeaker 4: Okay.  Open a browser and search for 123rescue.com.\nSpeaker 5: It's #######.\nSpeaker 4: Okay.\nSpeaker 5: All right, still doing that same thing.  Let me try a different browser.  Okay, you said it was ######.\nSpeaker 4: It's ######.\nSpeaker 5: Can you get me a different number?  Maybe that, I don't know why it's not working.  It's ######.  There we go.  Okay.\nSpeaker 4: Okay, please do click.  OK.  Let me just take control of your machine.  What's your VPN, by the way?\nSpeaker 5: It's called Cisco AnyConnect.\nSpeaker 4: Again?\nSpeaker 5: Cisco AnyConnect.  Here, let me find it for you.  I have the download link.  Okay.  But basically if you I'll show this to you.  Okay.  I think regularly and also this is basically information that shows that the.  there is no administrator permission.  Let me see if I can approve it to you.  Okay, I'm gonna try to run as administrator.  And then it asks me what will happen.  It won't let me do anything.  And then, yeah, so that's kind of what.\nSpeaker 4: Okay, so let me take a screenshot.  Just a heads up.  also, #######, upon checking here in the system, your VPN access is still denied.  So for that, you may have to request for an access.\nSpeaker 5: It's not about requesting for access.  It's that this device is not listed as an administrator.  I'm needing the administrator username and password to make any changes.\nSpeaker 4: Yeah, I do understand.\nSpeaker 5: But users doesn't apply to the device.\nSpeaker 4: Yeah.  I do understand your situation, #######, but upon checking here in the system, your VPN access is still denied.  I just want to let you know, okay?  So for this, let me just check my resources.  And while checking, let me just put...\nSpeaker 5: Sorry, what do you mean with VPN access denied?  What does that mean?\nSpeaker 4: Even if we will be able to install successfully your VPN, you will still be unable to connect through the VPN if you don't have a VPN access.\nSpeaker 5: Okay, and that is applied through administrator access?\nSpeaker 4: No, that's another thing.\nSpeaker 5: Okay, I will update that permission then.  My client works at a hospital.\nSpeaker 4: Yeah, so let me just check this one first with my support here, okay?\nSpeaker 5: Okay, thanks.\nSpeaker 4: While checking, let me just put the phone on hold for two minutes.  Thank you for patiently waiting on the line, #######.  I'm still reinstalling the latest version of the effector right now.  All right.  Okay, so we'll be inviting a level two support here in our session to assist us with the troubleshooting, okay?  Okay, I already invited a level two support here in our session.  So while the level two support will take control of your machine, is it okay if I put you on hold for another two minutes?  It's fine, thank you.  Thank you for patiently waiting on the line.  Please click.  Okay.\nSpeaker 5: Oh, yeah.  Okay, basically, it triggered a user account control pop up.  Do you want to allow this app to make changes to your.  Yes, or no.\nSpeaker 4: Yes.\nSpeaker 5: Okay.  Yes.\nSpeaker 4: Okay, this may take some time.  #######, is it okay if we continue here in the remote session?  We can communicate through the chat box that you can see on your screen right now.\nSpeaker 5: Okay.  How long does it usually take?\nSpeaker 4: It may take some 30 minutes.\nSpeaker 5: Okay.\nSpeaker 4: Okay, so we can now wrap up the call.  You're welcome.  Thank you for calling Service Desk and have a great day.  Bye for now.  Take care.\nSpeaker 5: Bye.\n</call_transcript>\n<summary>\nThe employee contacted the IT helpdesk to resolve issues with a new device received a week ago. The primary problem was the inability to download applications, specifically a VPN application (Cisco AnyConnect), required for remote client work. The employee mentioned that certain policies, such as \"vecto users,\" had not been applied to the device, which might be causing the issue. Additionally, the device lacked administrator permissions, preventing necessary changes.\n\nThe IT agent attempted to assist by initiating a remote session using 123rescue.com, but the employee faced difficulties downloading the remote session tool. After troubleshooting, the agent identified that the employee's VPN access was denied in the system, which would prevent VPN functionality even if installed. The agent escalated the issue by involving Level 2 support to address the policy and administrator access problems.\n\nThe session continued remotely, with the employee and IT team communicating via chat. The process was expected to take approximately 30 minutes. The call concluded with the IT agent wrapping up and advising the employee to continue the troubleshooting through the remote session.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with downloading applications, the specific VPN application, and the lack of administrator permissions. It also mentions the policy issue and the steps taken by the IT agent, including the remote session and escalation to Level 2 support. \n\nRelevance is high as all the information pertains directly to the main topic of resolving the employee's device issues. \n\nThe coherence is good, with a clear structure and logical flow of ideas, making it easy to follow. \n\nAccuracy is also high; the summary correctly reflects the details of the call without introducing any false or misleading information. \n\nHowever, the summary could be slightly more complete by mentioning the specific troubleshooting steps taken during the remote session and the final status of the call, such as the expected duration of the remote session and the agent's final instructions to the employee.\n\nOverall, the summary is well-done but could include a bit more detail for completeness.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issues and steps taken during the call while keeping the length brief. The information presented is relevant to the main topic, focusing on the employee's device issues and the IT agent's attempts to resolve them. The summary has a clear structure and flow of ideas, making it easy to understand and follow.\n\nThe summary is also accurate, with information that matches the call transcript. It highlights the primary problems, including the inability to download applications, the lack of administrator permissions, and the denied VPN access. The summary mentions the IT agent's efforts to troubleshoot and escalate the issue to Level 2 support.\n\nHowever, the summary could be improved by providing more detail on the resolution or next steps, as the call transcript ends with the IT agent wrapping up the call but the issue not fully resolved.\n\nOverall, the summary is well-written, and its strengths outweigh its weaknesses.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (inability to download apps/VPN on new device)\n2. Accurately mentions the specific problems (missing vecto users policy, lack of admin permissions)\n3. Correctly describes the troubleshooting steps taken (remote session attempt, Level 2 support escalation)\n4. Accurately notes the VPN access denial discovery\n5. Includes the resolution path (continuation via remote chat)\n\nThe summary is well-structured, flowing logically from problem identification to resolution steps. It maintains relevance throughout, avoiding unnecessary details while including all crucial information. It's concise yet comprehensive, providing enough context without being verbose.\n\nMinor improvement could be made by mentioning that the initial remote session tool download attempts failed multiple times before succeeding, as this was a significant part of the troubleshooting process. However, this doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "d38f6550-3797-47cf-a975-fbb1cc862c63",
    "train_trial_index": 0,
    "predicted_text": "The call involved a company employee seeking IT support for issues with accessing Microsoft Teams and sending emails on their laptop. The employee reported being unable to log in, receiving a \"sign in again\" prompt, and encountering compliance errors on their device. The IT support agent guided the employee through troubleshooting steps, including accessing a remote support tool (123rescue.com) and providing codes for remote assistance.\n\nDuring the session, it was identified that the employee had two laptops: one previously fixed but still showing compliance issues, and a new laptop with unresolved problems. The agent attempted to address the compliance errors and coordinated with Level 2 support for further remediation. The employee expressed frustration over repeated issues and delays, as previous attempts to resolve the problem had been unsuccessful.\n\nThe call concluded with the IT agent confirming they would continue working on both laptops remotely and provide updates via the remote session chat or Microsoft Teams. The employee was assured that the compliance issues would be addressed, and the call was wrapped up amicably.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, MyConcierto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personal number...\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to Gone Fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you...\nSpeaker 4: Hello, thank you for calling Service Desk.  My name is ##########.  Your personnel number, please.\nSpeaker 5: Hello.  Hello.\nSpeaker 6: What do you need, ma'am?\nSpeaker 4: May I have your personnel number?\nSpeaker 7: Yeah, my personnel number is ########.\nSpeaker 5: Thank you.\nSpeaker 4: And may I have your call back number?\nSpeaker 6: Callback number is ############.\nSpeaker 4: Thank you.  May I know your Accenture email?\nSpeaker 6: #################################.\nSpeaker 4: Thank you for that ########.  May I know how can I help you?\nSpeaker 6: Well, the problem is that whenever I'm going to my team, I'm seeing that, OK, please sign in again.  It could be a request from your IT department or teams or a result of password update.  That is what it is showing.  I'm not able to send an email.\nSpeaker 7: So that is another problem.\nSpeaker 6: Click Sign In.\nSpeaker 7: It takes me that your laptop is incompliant.\nSpeaker 6: And it shows me two apps.  OK.  Check Compliance.  It shows me two apps.\nSpeaker 5: One is AirFox and MyID.  OK?  OK.  Yep.  Sorry for the inconvenience.\nSpeaker 4: Let me caution that I'm accessing your account.  And I am really happy to help you with that.\nSpeaker 5: Yeah.  Let's go ahead and check.  your laptop, okay?  Can you please open your browser and then go to 123rescue.com.\nSpeaker 6: 123rescue.com, okay.\nSpeaker 7: Okay, what is the support connection number?\nSpeaker 4: Okay, yep, one second, I will provide you.  Okay.  Okay.\nSpeaker 5: For your six-digit code, it is #######.\nSpeaker 6: #######.\nSpeaker 4: Uh-huh.  Yep.\nSpeaker 5: And then please do click Start Download.\nSpeaker 4: And once you download the file, please open the file.\nSpeaker 6: Okay.  Trying to bring up.\nSpeaker 4: Okay.\nSpeaker 6: Okay.  Waiting for technician.  Okay.\nSpeaker 4: Please do click.  okay.\nSpeaker 6: Okay, I did.\nSpeaker 4: Okay, thank you.  Okay, thank you.  I will take the control of your laptop, okay?  I will check the error message that you are receiving.  While checking, can you please just call and hold for two minutes?\nSpeaker 6: Sorry?\nSpeaker 5: While checking for your laptop, can you please just call and hold for two minutes?  Yeah, yeah.  Okay, thank you.  Yes.\nSpeaker 4: Thank you for patiently waiting.\nSpeaker 5: ########, since your machine has a compliance issue, we will go ahead and do a remote session.\nSpeaker 4: May I know if this is the machine that you are using?\nSpeaker 6: Yes.  No.  Can you, can you?  No, not that machine I'm using, ma'am.\nSpeaker 7: Yeah.\nSpeaker 4: How about this?\nSpeaker 5: Where is this laptop?  Where is your other laptop?\nSpeaker 7: Other laptop is with me and it is fixed.  You know, but it is with me, ma'am.  I have to return it.  I'm just planning to return it today.  But the above one, I'm using it, ma'am.\nSpeaker 4: Okay.  We have one moment.  I will go ahead and double check it on my end, okay?\nSpeaker 5: Yep.  ########, I will place the call on hold again for two minutes, okay?\nSpeaker 6: Okay, ma'am.  Okay.  Thank you.\nSpeaker 5: Are you able to open your other device?\nSpeaker 6: Yes, ma'am.\nSpeaker 5: You can open it.\nSpeaker 7: I can open it, ma'am.\nSpeaker 5: Okay.  Yep, that's good to hear.  To remediate that laptop, go ahead and remove your under-conditioned access for you to be able to access your account.  Is it okay?\nSpeaker 6: Ma'am, you want me to speak a little slowly?  What do you want me to do?  Tell me.\nSpeaker 5: Can you please open the other laptop?  And then we will do our remediation on that laptop.\nSpeaker 6: Okay.  Okay.\nSpeaker 5: Okay, thank you.  And then, yeah, please let me know once you open it.  Okay.\nSpeaker 6: Okay, man.\nSpeaker 4: Thank you.  Yeah, please let me know if it is in for a 60 goes for me to provide.\nSpeaker 6: OK, yeah.\nSpeaker 4: It is asking now.\nSpeaker 6: No, just one second.  OK.\nSpeaker 4: OK.\nSpeaker 6: It's coming up more.  Just give me one second.\nSpeaker 4: Okay.\nSpeaker 7: Okay, what should I do, ma'am?\nSpeaker 5: Yeah, please go back to 123ask.com.\nSpeaker 6: Okay.\nSpeaker 4: Then please let me know if it is asking for a 60-shot code, okay?\nSpeaker 6: Yeah, it's coming up.  It just started.  Okay.\nSpeaker 4: Can you provide me the code?  Okay.\nSpeaker 5: For eight digit code, it is ########\nSpeaker 6: ########.  Downloading the software.\nSpeaker 4: Yes, please.  And then open it after.\nSpeaker 6: Okay.\nSpeaker 5: Okay.\nSpeaker 4: Yeah.\nSpeaker 5: I will close the remote session to your machine that doesn't have a compliance showcase.\nSpeaker 7: Okay.\nSpeaker 4: And then we will do a remediation.  Yes.  Yeah.  Okay.\nSpeaker 5: Yeah.  Okay.\nSpeaker 6: Okay.\nSpeaker 4: Yeah.  Thank you.  Okay.  Thank you.\nSpeaker 5: And yep, I will look for a second.  I will double check if I can.\nSpeaker 4: Okay.\nSpeaker 5: Yep.  I will go ahead and look for an available tech right now.  And then I will transfer the remote session to them.  And then.  Please wait for them to connect with you, okay?\nSpeaker 7: Okay, ma'am.  So last time they came here, they fixed something, but it did not fix my laptop, the new laptop.  So they have to fix it, ma'am.\nSpeaker 5: You have to... Go ahead, sorry.\nSpeaker 7: So they fixed my old laptop, but they did not fix my new laptop, ma'am.  So I'm not sure what they have to do with this laptop.\nSpeaker 5: Okay, yep, no worries.  I will let them know that you have a two laptop.  And then this laptop has a compliance issue and needs to remediate.  And then after we remove you in the under...\nSpeaker 7: Ma'am, they already remediated this.  They already did that.  I was on the call with them.  They installed titanium and they did something for 360, but they are not able to fix my new laptop.\nSpeaker 5: Okay, I will let them know.  Okay, let's make it to be compliant.\nSpeaker 7: And then after that, because they don't talk, they don't talk.  And then it is just through that.  And then he left whoever was there.\nSpeaker 6: So I'm going to.\nSpeaker 7: I have been here for two hours.  And again, two hours will go.  And then again, I'm just worried that I'm not going to get the same result.  So what do you need?  You think that this new laptop is non-compliant?  Or old laptop is non-compliant?\nSpeaker 5: The old laptop is not compliant.\nSpeaker 7: But he made it compliant.  Then you are saying that if you fix the old laptop, it should fix the new laptop also?\nSpeaker 5: Yes, ########.  That's what they did, ma'am, last time.\nSpeaker 7: That's what they did.\nSpeaker 5: And then he left.  Okay.  No worries.  I will go ahead and coordinate with them, and then I will double check the issue, okay?\nSpeaker 7: Okay.\nSpeaker 5: Okay.  Yep.  I will use the remote session chat box, and then I will inform you once you already removed within the under conditional access for you to be able to access your account, okay?\nSpeaker 6: Okay.\nSpeaker 4: Who is going to remove?\nSpeaker 5: You are going to?  Our level to support.  I don't have any access to removing your account, OK?\nSpeaker 4: One second.\nSpeaker 5: Can you please try to access your teams on your new computer, on the other one?\nSpeaker 6: Sorry?\nSpeaker 5: Can you please try to access your Microsoft Teams to your new computer?\nSpeaker 7: Right, yeah.  New computer, yes, I'm trying to access.\nSpeaker 6: Yes, ma'am.\nSpeaker 5: Are you able to access it now?\nSpeaker 6: No, not now.\nSpeaker 5: It's still not working.\nSpeaker 7: No, I'm able to access, ma'am.  But my email is not going.  OK?  I send a test mail to my friend.  It is not going.  It is in outbox.  And I get that, you know, please sign in again.\nSpeaker 6: The team is saying.\nSpeaker 5: I will double check, OK?  Can you please go back to 123rescue.com to your new device and then I will provide a new code.\nSpeaker 7: Then you will come out of here, right?\nSpeaker 5: Yes, I'm #######.\nSpeaker 6: Yeah.\nSpeaker 5: OK, yeah.  Yes, ########, can you just follow me first?  Can you please go to 123sq.com?  And then I will let Level 2 support that you are still under conditional access after they remediate your laparoscopy.\nSpeaker 6: Okay.\nSpeaker 7: Okay, what is the code then?\nSpeaker 5: For a code, it is ######.  Yeah.\nSpeaker 4: Please click start download and then once you download the file, please open it.\nSpeaker 6: Okay.  Okay.  Coming up.\nSpeaker 4: Yeah, please do click okay.  Second.\nSpeaker 5: Yep, ########, can you please just hold on for two minutes while checking again?  Yes, yes.  Thank you.  Thank you for patiently waiting.  Yep, we are working now to your both laptops.  So is it OK to wrap up the call?  And then I will inform you using the remote session chat box.  Or I will ping in Microsoft Teams.  OK, OK.  Thank you so much, ######.  And yeah, thank you for calling Service Desk and have a great day.\nSpeaker 4: Bye for now.\nSpeaker 7: So you are going to work on both the laptops, right?\nSpeaker 5: Yep, I am working for your two laptops, okay?\nSpeaker 6: Okay, thank you.\nSpeaker 5: Okay, thank you so much and have a great day.\nSpeaker 4: Bye for now.\nSpeaker 6: Bye.\n</call_transcript>\n<summary>\nThe call involved a company employee seeking IT support for issues with accessing Microsoft Teams and sending emails on their laptop. The employee reported being unable to log in, receiving a \"sign in again\" prompt, and encountering compliance errors on their device. The IT support agent guided the employee through troubleshooting steps, including accessing a remote support tool (123rescue.com) and providing codes for remote assistance.\n\nDuring the session, it was identified that the employee had two laptops: one previously fixed but still showing compliance issues, and a new laptop with unresolved problems. The agent attempted to address the compliance errors and coordinated with Level 2 support for further remediation. The employee expressed frustration over repeated issues and delays, as previous attempts to resolve the problem had been unsuccessful.\n\nThe call concluded with the IT agent confirming they would continue working on both laptops remotely and provide updates via the remote session chat or Microsoft Teams. The employee was assured that the compliance issues would be addressed, and the call was wrapped up amicably.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise, effectively capturing the main points of the call without unnecessary details. It focuses on the key issues: problems with Microsoft Teams, email access, and compliance errors. The summary is relevant, sticking to the main topic of the IT support call. It is coherent, with a clear structure that makes it easy to follow the sequence of events and actions taken. The accuracy is high, as the summary correctly reflects the issues discussed and the steps taken by the IT support agent. However, it could be slightly more detailed in describing the specific troubleshooting steps and the employee's frustration. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's IT issues and the support agent's attempts to resolve them. The summary has a clear structure, making it easy to follow and understand.\n\nIn terms of accuracy, the summary correctly identifies the employee's issues with accessing Microsoft Teams and sending emails, as well as the compliance errors on their device. It also accurately describes the support agent's actions and the conclusion of the call.\n\nThe summary is mostly complete, covering the main problems and resolutions. However, some minor details, such as the employee's initial difficulties with providing their personnel number, are omitted. Overall, the summary provides a fair description of the call transcript.\n\nGiven these strengths, I would score the summary highly, with only minor deductions for the omission of some minor details.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issues (Teams access, email problems, compliance errors)\n2. Accurately describes the situation with two laptops and their status\n3. Includes the troubleshooting steps taken (123rescue.com remote access)\n4. Captures the customer's frustration with previous unsuccessful attempts\n5. Accurately describes the resolution plan\n\nThe summary is well-structured, flowing logically from problem description to resolution. It maintains conciseness while including all crucial details. The language is clear and professional. The only minor improvement could be including the specific compliance-related apps mentioned (AirFox and MyID), but this is not critical to understanding the interaction.\n\nThe summary accurately reflects the conversation without adding incorrect information or omitting crucial details. It successfully balances brevity with completeness, making it highly effective for documentation purposes.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "bf69107c-8c59-4992-8d43-c48815e0aa60",
    "train_trial_index": 0,
    "predicted_text": "The call transcript outlines an interaction between an employee and the IT helpdesk. The automated system initially provides options for various support services, including password resets, technology support, video conferencing, and application assistance. The employee selects an option and is prompted to enter their personnel number. A message informs callers of high call volumes due to ongoing performance issues with \"my key,\" which redirects users to a phishing page. The IT team is actively addressing the issue, and callers are advised not to log additional tickets or contact the service desk about it. After holding, the call is eventually answered by a live agent who requests the employee's personnel number to assist further.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 357.0,
      "num_output_tokens": 129.0,
      "inference_runtime": 1.9069344997406006,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.7777777777777778
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, #### and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.\nSpeaker 2: Press.  1 to speak to a live agent or use the site.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold if you would prefer not.\nSpeaker 5: Hi, thank you for calling CIO.  This is ######.  Can I have your personal number please?\n</call_transcript>\n<summary>\nThe call transcript outlines an interaction between an employee and the IT helpdesk. The automated system initially provides options for various support services, including password resets, technology support, video conferencing, and application assistance. The employee selects an option and is prompted to enter their personnel number. A message informs callers of high call volumes due to ongoing performance issues with \"my key,\" which redirects users to a phishing page. The IT team is actively addressing the issue, and callers are advised not to log additional tickets or contact the service desk about it. After holding, the call is eventually answered by a live agent who requests the employee's personnel number to assist further.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call transcript. It mentions the automated system's options, the high call volume due to performance issues with \"my key,\" and the eventual connection to a live agent. However, there are a few inaccuracies and omissions. The summary incorrectly states that the employee selects an option and is prompted to enter their personnel number, whereas the transcript does not explicitly show this action. Additionally, the summary does not mention the specific services listed in the automated options, such as MyLearning Support and AEH Applications. The summary is coherent and easy to follow, but it could be more accurate and complete by including these details.",
        "gpt_score": 7.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key aspects of the interaction between the employee and the IT helpdesk. The structure and flow of ideas are clear, making the summary coherent and easy to follow. The information presented is factually correct, with no false or misleading information, making it accurate. However, the summary could be improved in terms of completeness, as it does not explicitly state the employee's concern or issue, only mentioning the general problem with \"my key.\" Nevertheless, the summary provides a fair description of the main problem and the IT team's response.\n\nOverall, the summary is well-written, but could benefit from a bit more detail on the employee's specific issue. Given the criteria, I would score the summary as follows.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call transcript:\n1. Accurately presents the initial menu options\n2. Correctly describes the system's flow (option selection -> personnel number request)\n3. Precisely captures the important system message about \"my key\" issues and phishing page\n4. Accurately notes the high call volume situation and eventual connection to a live agent\n\nThe summary is well-structured and flows logically from start to finish. It maintains relevance throughout, focusing on the essential elements without including unnecessary details. It's concise while covering all major points from the transcript.\n\nHowever, there are minor areas for improvement:\n- Could have mentioned the specific option numbers for different services\n- Could have noted the alternative solution offered (techsupport.accenture.com)\n- The mention of \"employee\" is an assumption, as the caller's status isn't confirmed in the transcript\n\nOverall, the summary achieves its main goals with only minor omissions, demonstrating strong coherence and accuracy.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "6694959b-65b7-4c3a-8b70-9eb36afc10bc",
    "train_trial_index": 0,
    "predicted_text": "The employee contacted the IT helpdesk to resolve an issue with a \"non-compliant device\" pop-up on their computer, despite the device appearing compliant on their end. After verifying the employee's details, the helpdesk agent confirmed that certain parameters of the machine were indeed non-compliant. The agent explained that the issue required remediation by a Level 2 technician to prevent the employee's account from being disabled.\n\nThe agent guided the employee through downloading a remote access tool and provided instructions to prepare for a remote session. Once the tool was set up, the agent initiated the process to connect the employee with a Level 2 technician for further assistance. The agent informed the employee that the technician would handle the remediation via a chat box and concluded the call after ensuring the setup was complete. The issue was escalated for resolution.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1280.0,
      "num_output_tokens": 164.0,
      "inference_runtime": 5.514870643615723,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as... For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: Hi.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to wait.\nSpeaker 4: Hello.  Thank you for calling.  Say No Service Desk.  This is ####in.  Could you provide to me your personnel number or your employee ID number?\nSpeaker 3: This is ########.\nSpeaker 4: I'm going to confirm ########. #####..  Yes.  Okay, I'm gonna go ahead and check your account.  Can you provide to me your callback number?  ############.  Okay, so for me to confirm, ###, then after that?  ############.\nSpeaker 3: ######.\nSpeaker 4: #, okay.  So for me to confirm, #######, did I say that?\nSpeaker 3: ####.\nSpeaker 4: Okay, thank you.\nSpeaker 3: Sorry, ##.\nSpeaker 4: Okay.  So can you provide to me your Accenture email?\nSpeaker 3: Yes, ###########.  Okay, thank you.\nSpeaker 4: Okay, and I'm going to help you today.  Okay.  Okay.\nSpeaker 3: My computer.  See, she have a pop up, like, noncompliant device.  However, when I go to the, my device, my computer is.  So I know, I don't know if I need to do something about that.\nSpeaker 4: Okay.  I don't understand what you're saying, #####, but since you have me on the line, we'll do our best to help you regarding which we can say.  So for me to confirm, you are receiving an email that your device is non-compliant, but as per checking there on your end, your machine is compliant, right?  Yes.  Okay, so can I reach out to you?\nSpeaker 3: I reached out to you in my computer.  It's not my name, but this is a pop-up.\nSpeaker 4: Okay, so I don't understand with this.  So I'll be reaching out to you on Teams, #####.  And can you provide to me the screenshot of your machine being compliant?  Okay.  Yes.  Okay, my name is ######.\nSpeaker 3: I'm going to.\nSpeaker 4: Okay, so I've already reached out to you on Teams, #####.  Are you able to see my ping or chat?  Okay, great.  So I'll go ahead and check as well here on my end regarding with this one.  So as per checking here on my end, #####, There are parameters of your machine that are not compliant with.  So can you please click these details beside this compliance?  Can you please click these details for us to check?  Okay.  And please provide me the screenshot.  Okay.  I'm going to go ahead and check your account here on my end regarding with this one.  Okay.  So as we're checking here on our end right now, #####, there are parameters of your machine that are not compliant with.  I'm going to check first with our support regarding with this one.  Okay.  Stay on the line for two minutes and I get back to you.  Thank you.\nSpeaker 3: Okay.\nSpeaker 4: Thank you.  Hello, thank you for waiting on the line, #####.  So as we're checking here on my end right now, yes, there are parameters of your machine that are not compliant with and it's not reflected on your end.  So to make your machine compliant, we needed to remediate your machine with the help of our level two technician.  We can create a remote session right now and I can transfer you to them directly so that we can avoid your account being disabled, okay?\nSpeaker 3: Okay, perfect.\nSpeaker 4: Okay, so on your laptop right now, can you please open a browser and search for 123rescue.com?\nSpeaker 3: Can you repeat that?\nSpeaker 4: One.  Okay, so I'll be providing you a link via Teams, then kindly open the link and download this for me, okay?  Okay, perfect.  Okay.  And after downloading the file, please do not open the file, okay?  Wait for my instruction.  Are you able to download this?  Okay.  So are you able to download the file?  That's great.  And after downloading the file, please do not open yet, okay?  Wait for my instruction.  Okay.  So please look for this file.  the unlock me and rescue.  then right click this one and after right clicking look for the show more option and on the show more option look for this run as administrator and choose Accenture Business as your reason.  Okay so I'll be connecting with you if you have.  if you tend to see any prompt on your end can you click okay or allow.\nSpeaker 3: Okay.\nSpeaker 4: Okay that's great.  Okay.  So I'll be finding a technician for you, so the technician will be the one to remediate your non-compliant machine, okay?  This will be your conversation, since after I transfer you to them, you will be communicating with our technician through these chat box, okay?  Thank you.  So right now, we can now end the phone call, then I can transfer you directly to our support, okay?  Thank you so much.  And a bye for now.  Bye.  Thank you.  Thank you.\n</call_transcript>\n<summary>\nThe employee contacted the IT helpdesk to resolve an issue with a \"non-compliant device\" pop-up on their computer, despite the device appearing compliant on their end. After verifying the employee's details, the helpdesk agent confirmed that certain parameters of the machine were indeed non-compliant. The agent explained that the issue required remediation by a Level 2 technician to prevent the employee's account from being disabled.\n\nThe agent guided the employee through downloading a remote access tool and provided instructions to prepare for a remote session. Once the tool was set up, the agent initiated the process to connect the employee with a Level 2 technician for further assistance. The agent informed the employee that the technician would handle the remediation via a chat box and concluded the call after ensuring the setup was complete. The issue was escalated for resolution.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the issue of the \"non-compliant device\" pop-up and the steps taken to resolve it. It is relevant, sticking closely to the main topic without extraneous details. The coherence is strong, with a clear structure that follows the sequence of events in the call. The accuracy is high, as the summary correctly reflects the actions taken by the helpdesk agent and the employee's responses. However, the summary could be slightly more complete by mentioning the initial verification steps and the specific instructions given for downloading and running the remote access tool. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the employee's issue with the \"non-compliant device\" pop-up and the steps taken to resolve it. The summary is coherent, with a clear structure that makes it easy to follow and understand. It accurately represents the information from the call transcript, without any false or misleading information. The summary also provides a fair description of the main problem and resolution, covering the key points discussed during the call. However, some minor details, such as the employee's initial confusion and the agent's repeated requests for confirmation, are omitted for the sake of brevity. Overall, the summary effectively captures the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately presents the main issue (non-compliant device popup)\n2. Includes the verification process\n3. Describes the agent's diagnosis\n4. Details the solution path (Level 2 technician requirement)\n5. Explains the remote access setup process\n6. Concludes with the resolution path\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to solution. It's coherent and well-structured, making it easy to follow the sequence of events. The information is accurate, matching the transcript's content without any misrepresentations. It effectively captures both the technical issue and the process followed to address it.\n\nThe only minor improvement could be including the specific remote access tool name (123rescue.com), but this detail isn't crucial for understanding the overall interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "370ccf07-344f-4f1e-b0a1-98837d79518c",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the company's IT helpdesk regarding a compliance issue with their newly issued laptop. The employee reported receiving a pop-up message stating that their device was noncompliant with Accenture Security Policy 56 and was advised to contact support to avoid losing access to company tools. The IT agent confirmed the noncompliance issue after checking the employee's account and explained that the device required remediation. However, no remote tech team was available to address the issue immediately.\n\nThe IT agent scheduled a remediation session for the following Monday at 3 p.m. Eastern Time, as per the employee's availability. The employee was assured they would retain access to company tools until the scheduled remediation. The call concluded with the IT agent confirming that the remote tech team would contact the employee for the remediation process.",
    "base64_images": [],
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      "call_summarization_score": 0.8518518518518517
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  when users attempt to log in They are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other costs.\nSpeaker 4: Hi, good day.  This is ##### from CIO Service Desk.  May I have your personal number, please?\nSpeaker 5: I don't know.\nSpeaker 4: I don't know it.  No worries for that one.  How about your enterprise ID, like your essential email address?\nSpeaker 5: ###################### dot ######## ###############.\nSpeaker 4: All right.  Thank you for this information, #######.  And also, can I ask for your best callback number?  ############.\nSpeaker 5: All right.\nSpeaker 4: Awesome.  Thank you for this information.  So, I'm going to hop it to you, #######.\nSpeaker 5: All right.  So, we were part of an acquisition, and we just got all of our new laptops.  And mine is all set up, and I've been using it for a couple of days.  I keep getting a pop-up that says my device is noncompliant with Accenture Security Policy 56. and to contact technology support to avoid losing access to Accenture tools.\nSpeaker 4: Okay, I see.  Well, I don't really understand your situation here, but don't worry, I will do my best to help you with this one.  So, for this one, #######, let me go ahead and check your account here on my end, all right?  So, can you give me one to two minutes?  Let me just check this one.  Sure, sure.  All right.  One moment, please.  Thank you so much for patiently waiting, #######.  So for this one, upon checking here on my end, it seems that your machine is not compliant.  So what we're going to do here is we need to remediate your machine.  But upon checking here on our end, there's no available remote tech team to do the remediation of your machine.  Is it okay if I can schedule you by Monday for this one?\nSpeaker 5: As long as I don't lose... Yeah, that's fine.  As long as I have access tonight.\nSpeaker 4: I see.  Well, so for this one, can I ask for your available time on Monday?  We do have 8 a.m.  Eastern time after 7 p.m.  Eastern time.\nSpeaker 5: I guess anytime after 2 is fine.  After 2 p.m.  Eastern.  Anytime after 2 p.m.  Eastern.\nSpeaker 4: All right.  So I'll be assigning your remediation around 3 p.m.  Eastern Time.  Is that okay with you?\nSpeaker 5: Okay.\nSpeaker 4: All right.  Awesome.  So for this one, our remote tech team are going to reach you out regarding for this one, for the remediation.  All right?\nSpeaker 5: Okay.\nSpeaker 4: All right.  So thank you for calling CIO, and have a wonderful day.\nSpeaker 5: All right.  Thank you.  Bye.\nSpeaker 4: All right.\n</call_transcript>\n<summary>\nAn employee contacted the company's IT helpdesk regarding a compliance issue with their newly issued laptop. The employee reported receiving a pop-up message stating that their device was noncompliant with Accenture Security Policy 56 and was advised to contact support to avoid losing access to company tools. The IT agent confirmed the noncompliance issue after checking the employee's account and explained that the device required remediation. However, no remote tech team was available to address the issue immediately.\n\nThe IT agent scheduled a remediation session for the following Monday at 3 p.m. Eastern Time, as per the employee's availability. The employee was assured they would retain access to company tools until the scheduled remediation. The call concluded with the IT agent confirming that the remote tech team would contact the employee for the remediation process.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the compliance issue with the employee's laptop and the subsequent actions taken by the IT agent. It is relevant, sticking closely to the main topic of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events from the problem report to the scheduled remediation.\n\nHowever, there are minor inaccuracies and omissions. The summary does not mention the initial steps of the call, such as the employee providing their enterprise ID and callback number, which are part of the process. Additionally, the summary states that the employee was assured they would retain access to company tools until the scheduled remediation, but this assurance was not explicitly given in the transcript. Despite these minor issues, the summary provides a fair description of the main problem and resolution.\n\nOverall, the summary is well-done but could be slightly improved for completeness and accuracy.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's compliance issue and the IT agent's resolution. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the specifics of the compliance issue, the unavailability of the remote tech team, and the scheduling of the remediation session. The summary also captures the main problem (the compliance issue) and the resolution (scheduling a remediation session), thus demonstrating completeness.\n\nOverall, the summary meets all the criteria effectively, with no notable shortcomings or inaccuracies.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: New laptop from acquisition\n2. Problem: Device non-compliance with Security Policy 56\n3. Solution: Scheduled remediation\n4. Outcome: Monday 3pm appointment\n\nThe summary is concise while maintaining all crucial information. It's well-structured, flowing logically from problem identification to resolution. The information is accurate, matching the transcript without any misrepresentations. It's coherent, presenting a clear narrative that's easy to follow.\n\nHowever, there are two minor points that could have been included for completeness:\n1. The initial difficulty in identifying the caller (personnel number/enterprise ID exchange)\n2. The specific timeframe options offered by the agent (8am-7pm ET)\n\nThese omissions are relatively minor and don't significantly impact the summary's overall effectiveness. The summary successfully captures the essence of the interaction and its resolution, maintaining professional language and clarity throughout.",
        "claude_score": 9.0
      }
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    "instance_id": "75c76ec5-f59c-40f8-983a-55d02586f771",
    "train_trial_index": 0,
    "predicted_text": "The call transcript outlines an interaction between an employee and the IT helpdesk. The automated system initially provides options for various support services, including password resets, technology support, and video conferencing assistance. The employee selects the relevant option and is prompted to enter their personnel number. A message informs callers of high call volumes due to ongoing performance issues with the \"myT\" system, where users are being redirected to a phishing page. The helpdesk team is actively addressing the issue, and callers are advised not to log additional tickets or contact the service desk about it. After holding, the employee connects with a service desk agent and provides their personnel number to proceed with the support request.",
    "base64_images": [],
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      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8148148148148149
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, MyConcerto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services, press 2.\nSpeaker 2: For Technology and Business Application Support, Press 1.  For mobile communication support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi.  We are currently experiencing high call volume due to performance issues with myT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many...\nSpeaker 5: Hello, you're calling Service Desk.  My name is ###########.  Your personnel number, please...\nSpeaker 4: Uh, yes.  ###############.\nSpeaker 5: Sorry, #####...\nSpeaker 6: #########.\n</call_transcript>\n<summary>\nThe call transcript outlines an interaction between an employee and the IT helpdesk. The automated system initially provides options for various support services, including password resets, technology support, and video conferencing assistance. The employee selects the relevant option and is prompted to enter their personnel number. A message informs callers of high call volumes due to ongoing performance issues with the \"myT\" system, where users are being redirected to a phishing page. The helpdesk team is actively addressing the issue, and callers are advised not to log additional tickets or contact the service desk about it. After holding, the employee connects with a service desk agent and provides their personnel number to proceed with the support request.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call transcript. It mentions the automated system options, the high call volume due to \"myT\" system issues, and the phishing page redirection, which are all relevant to the main topic. The summary is coherent, with a clear structure and flow of ideas, making it easy to understand. However, there are minor inaccuracies: the summary implies that the employee selected an option and connected with an agent, but the transcript does not explicitly show the employee making a selection or completing the interaction with the agent. Additionally, the summary does not mention the repeated prompts and the holding message, which are part of the completeness criterion. Overall, the summary is mostly accurate but misses some details.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key aspects of the interaction between the employee and the IT helpdesk. The structure and flow of ideas are clear, making the summary coherent and easy to follow. The information presented is factually correct, with no false or misleading information, making it accurate. However, the summary could be improved in terms of completeness, as it does not explicitly state the employee's specific concern or the resolution provided by the service desk agent. Nevertheless, it provides a fair description of the main problem (the high call volume due to performance issues with the \"myT\" system) and the helpdesk team's efforts to address it.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call transcript:\n1. Accurately presents the initial menu options and navigation\n2. Correctly mentions the system issues with \"myT\" and the phishing page problem\n3. Properly describes the flow from automated system to live agent\n4. Maintains coherent structure and logical progression\n5. Includes relevant details about high call volume and advice not to log additional tickets\n\nThe summary achieves good balance between conciseness and completeness, avoiding unnecessary details while retaining important information. It's coherent and well-structured, making it easy to follow the sequence of events. The information is accurate, with no misrepresentations of the original transcript.\n\nMinor improvement could be made by mentioning that the message about myT issues was an automated announcement, but this doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "ae5a0b4e-6e8d-4b79-a5c9-745059214e8f",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to retrieve a lost license ID for the software Alteryx, which they had previously requested and been approved for. After verifying the employee's details, the IT agent initiated a remote session to assist with the issue. The employee mentioned they had received the license code in the past but could not locate it and needed help downloading the Alteryx Designer software.\n\nDuring the remote session, the IT agent attempted to resolve the issue and invited a technician to assist further. However, the employee managed to locate and begin downloading the software independently during the session. Once the download was confirmed, the IT agent closed the ticket, as no further assistance was required. The call concluded with the employee expressing satisfaction and the agent thanking them for their patience.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1400.0,
      "num_output_tokens": 153.0,
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      "call_summarization_score": 0.8888888888888888
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conference, for Technology and Business Application Support, press 1.\nSpeaker 2: For Mobile, please enter your 8-digit personnel number so we can locate your details if you are a contractor.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with myT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues.\nSpeaker 4: Hi, thank you for calling CIO.  This is #####.  Can I have your personnel number, please?  ########.\nSpeaker 5: ############.\nSpeaker 4: I'll repeat that ########.  Am I correct?  Correct.  Thank you.  And can I have your enterprise ID, please?\nSpeaker 5: ####### Okay.\nSpeaker 4: Can I have your best callback number just in case our call gets disconnected?  ############.  Thank you.  And how may I help you today, ###?\nSpeaker 5: Actually, several months back, I have requested a software called Alteryx.  And actually, I think I have got approved and then got a license ID.  But I think I lost that ID and I need some help.  I need your help to help me to retrieve that.\nSpeaker 4: Let me clarify, ###.  What software is that?\nSpeaker 5: Alteryx.  A-L-T-E-R-Y-X.\nSpeaker 4: Okay, Alteryx.  For this one, ###, I need a new part.  And yes, stay on the line, we have to fix that one.  Can you please hold for a minute or two?  I just have to check this one.  Sure.  Okay, just stay on the line.  Thank you.  Okay.  Hello, ###.  Thank you very much for patiently waiting.\nSpeaker 5: Yes.\nSpeaker 4: Yeah.  By the way, can I call you on your first name?\nSpeaker 5: Yeah, that's fine.\nSpeaker 4: Okay.  #####, can we do a remote session for this one?  Sure.  Can you open a browser?  Yeah.  Can you open a browser and then type 123rescue.com?\nSpeaker 5: Sure.\nSpeaker 4: Thank you.\nSpeaker 5: Okay.\nSpeaker 4: Yeah, and I'll be providing you a six-digit code.\nSpeaker 5: Yep.\nSpeaker 4: Okay, while I'm still generating your six-digit code.  Your six-digit code, #####, is 150395.  And then download the app.  Okay.  Okay.  Thank you.  I'll be accessing your computer now.  #####.\nSpeaker 5: Okay.\nSpeaker 4: Can you click?  Okay.  Thank you.\nSpeaker 5: I did.\nSpeaker 4: So let me clarify, that's Alteryx, right?\nSpeaker 5: That's correct.  A-L-T-E-R-Y-X.  A-L-T-E-R-Y-X.  Yes.  It should be, no, the second one.\nSpeaker 4: Yeah, that one.  Yes.  So you need to have the... Oh, wow.\nSpeaker 5: I have this one.  If you look at my case, the history, the case, it's been approved.  I think I recall I received a license code.  But I just right now cannot locate it.\nSpeaker 4: Okay, can you please hold for another minute or two?  Just have to check this with the support team.\nSpeaker 5: Sure.\nSpeaker 4: Okay, just stay on the line.  Thank you.  Okay, thank you very much for patiently waiting.  Yeah, hello, #####.  I need additional 1 to 2 minutes to place this call and hold while checking for your license code.  Hold on.\nSpeaker 5: You can see my screen, right?  Hold on.  So I think right now.  You see here, do you see my screen?\nSpeaker 4: Yeah.\nSpeaker 5: So actually, you see, this is like back in November last year.  I actually have the product key.  But right now, I think my question is, where can I download the ####### Designer?\nSpeaker 4: OK.  So you want to download now the Alteryx?\nSpeaker 5: Yes.  OK.  Can you?  Right now, I'm in their Alteryx.com, but.\nSpeaker 4: OK.  I don't know.\nSpeaker 5: I don't know.\nSpeaker 4: Yeah.  Can I control first your computer?\nSpeaker 5: Go ahead.\nSpeaker 4: Okay.  Thank you.  #####, can I please just go and hold for another minute or two?  I just have to invite technician here on the remote session to download the Alteryx.  Yeah, that's fine.\nSpeaker 5: That's fine.  Just stand in line.  Thank you.  Hello.  Hello.  Hello.  Hello.  Hello.  Can you hear me?\nSpeaker 4: Hello, #####.  Yes, I'll be.  Hello.\nSpeaker 5: I think I'm downloading right now.  I think right now I'm okay.\nSpeaker 4: Okay.  So you checked the download already?\nSpeaker 5: Yes.\nSpeaker 4: OK.  So are you good now?\nSpeaker 5: Yes.\nSpeaker 4: OK.  So for this one, #####, yeah, supposed to be I'll be inviting a technician here on the remote session.  But then since you were able to download now, Yeah, I have to close this ticket as a result.  And thank you for calling, #####.  And have a great day.\nSpeaker 5: Yeah, thank you.\nSpeaker 4: You're welcome.  Bye bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to retrieve a lost license ID for the software Alteryx, which they had previously requested and been approved for. After verifying the employee's details, the IT agent initiated a remote session to assist with the issue. The employee mentioned they had received the license code in the past but could not locate it and needed help downloading the Alteryx Designer software.\n\nDuring the remote session, the IT agent attempted to resolve the issue and invited a technician to assist further. However, the employee managed to locate and begin downloading the software independently during the session. Once the download was confirmed, the IT agent closed the ticket, as no further assistance was required. The call concluded with the employee expressing satisfaction and the agent thanking them for their patience.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the Alteryx license ID, the remote session initiated by the IT agent, and the resolution of the problem. The information presented is relevant to the main topic and avoids unnecessary details. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the events and interactions from the call transcript. However, it slightly misses the detail that the employee was able to download the software independently before the technician could assist further. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with retrieving a lost license ID for Alteryx and the subsequent resolution. The summary has a clear structure, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript. It does not contain any false or misleading information. The summary is also complete, providing a fair description of the main problem (the lost license ID and need for assistance with downloading Alteryx Designer) and the resolution (the employee locating and downloading the software independently during the remote session).\n\nOverall, the summary meets all the criteria for a high-quality summary, with no significant areas for improvement noted.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Accurately identifies the main issue (lost Alteryx license ID and software download need)\n2. Includes relevant details about the remote session and verification process\n3. Maintains a logical flow from problem identification to resolution\n4. Concisely presents the information without unnecessary details\n5. Correctly describes the resolution (user independently downloading the software)\n\nHowever, there are minor areas for improvement:\n1. Could have mentioned the specific timing (November last year) when the employee originally received the product key\n2. Could have included the remote session access method (123rescue.com)\n3. The summary slightly oversimplifies the back-and-forth nature of the troubleshooting process\n\nOverall, the summary succeeds in presenting a clear, accurate, and coherent account of the interaction while maintaining brevity and focusing on relevant information.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "9bd08c4c-bfcb-4d57-a144-81816a95798e",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee contacting the IT helpdesk to address an issue related to returning a mobile device and completing a related process. The employee initially mentioned having an open ticket and sought guidance on filling out a form for the return. While on the call, the employee managed to resolve the issue independently but asked for clarification on certain steps, such as selecting a shipping method and understanding recurring costs. The helpdesk agent explained that they did not have access to the specific template or form the employee was working on, as it was managed by the mobile communications team. The agent advised the employee to contact the helpdesk again if further issues arose. The employee confirmed that the process was completed successfully and decided to wait for the next steps, such as receiving an email confirmation. The agent updated the ticket to reflect the interaction and concluded the call after ensuring no further assistance was needed.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services, press 1.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisted.\nSpeaker 4: Hello, this is ##### from CIO Service Desk.  Can you provide your personnel number, please?  ########.  That's ########.  Yeah.  And your enterprise ID, please?\nSpeaker 5: ############.\nSpeaker 4: Thank you.  I will be needing as well your best call back number.  ############.  Thank you so much.  #####, how can I help you today?\nSpeaker 5: Actually, I have an open incident and I am returning.  I want to return my mobile device.  So earlier I was not, I think I should call you back or you should be on the line.  Earlier I have an open ticket, mobile ticket and I was asked to return it so I was not able to go past it.  and now I figured out because of WBS.  Now while I was calling I was trying certain things And it opened up.  So right now I feel I'm okay.  But I'm filling up.  I want to see if you can hold.  I will fill it because I don't know if I will bump into something.\nSpeaker 4: Okay,###.  Apologies for the inconvenience.  I'll be more than happy to assist you, but apparently, I will not be having a reference with regards to the template or ticket or anything that you will be filling up on your end.  We don't have a reference copy.\nSpeaker 5: Okay.  Shipping method, what should I use overnight?  That's the only option I see.  So, I filled basic information.  You must click confirm activity to be processed.\nSpeaker 4: Okay.\nSpeaker 5: Total recurring cost.  What is that cost?  Any idea?\nSpeaker 4: No, I don't know.  Okay, that's fine.\nSpeaker 5: I'm just confirming whatever.  Let me see what happens.\nSpeaker 4: Yeah, apparently as much as I want to walk you through, but we don't have the, I mean, we on our end don't have the reference of the provided information to you by the support team because the template or what you are filling up right now is directly coming from the mobile communications team.  If you want, if you encounter issues upon filling up, you can, yeah, you can contact us back.  Then we can able to assign the ticket again to the communications team or we can able to communicate with the assigned support.\nSpeaker 5: Okay, I think I'm fine.  It went through.  Yeah, so let me wait.  What happens next is you will receive an email.  As a reminder, please use the new sim that came with your device.  I don't know, upon activation.  Anyway, I'm fine, I think, for now.  Thank you.\nSpeaker 4: Thank you, ####, for your time today.  I'll just update the ticket that has been created for you to notify the support that you contacted us back today, okay?  Thank you so much for the time today, ######.  Hello?  Hello?  Still there?  Since there's no further assistance needed, I will now be ending this call.\n</call_transcript>\n<summary>\nThe call involved an employee contacting the IT helpdesk to address an issue related to returning a mobile device and completing a related process. The employee initially mentioned having an open ticket and sought guidance on filling out a form for the return. While on the call, the employee managed to resolve the issue independently but asked for clarification on certain steps, such as selecting a shipping method and understanding recurring costs. The helpdesk agent explained that they did not have access to the specific template or form the employee was working on, as it was managed by the mobile communications team. The agent advised the employee to contact the helpdesk again if further issues arose. The employee confirmed that the process was completed successfully and decided to wait for the next steps, such as receiving an email confirmation. The agent updated the ticket to reflect the interaction and concluded the call after ensuring no further assistance was needed.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, such as the employee's issue with returning a mobile device and the steps taken to resolve it. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and flow that makes it easy to understand. It accurately reflects the content of the call transcript without introducing any false or misleading information. However, it misses some minor details, such as the employee's initial confusion and the specific mention of the \"gone fishing\" page, which could have provided additional context. Overall, the summary provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with returning a mobile device and the helpdesk agent's assistance. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, there are some minor details that could be improved. For example, the summary could mention the initial automated messages and the employee's mention of the \"gone fishing page\" issue, but these are not crucial to the main topic.\n\nOverall, the summary is well-written and effectively conveys the important information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: It efficiently condenses the interaction while maintaining essential details.\n2. Relevance: All information included directly relates to the mobile device return process.\n3. Coherence: The summary follows a logical flow from initial contact through resolution.\n4. Accuracy: The details match the transcript, including the agent's inability to access the form and the employee's self-resolution.\n5. Completeness: It covers the main aspects - initial problem, form completion challenges, helpdesk limitations, and resolution.\n\nMinor improvements could include mentioning the initial system message about high call volume and \"gone fishing\" page issues, though these weren't directly relevant to the caller's specific issue. The summary successfully captures the interaction's progression and outcome, making it a highly effective representation of the call.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "b3844097-7d59-4b96-a945-139f0e28067d",
    "train_trial_index": 0,
    "predicted_text": "The call transcript details an interaction between a new hire and the IT helpdesk at a company. The new hire (Speaker 5) contacted the helpdesk to obtain their employee ID (EID) and enterprise password, as they had not received their credentials from ICS tech support. The helpdesk agent (Speaker 4) asked for the caller's name and attempted to assist but ultimately transferred the caller to the PeopleLine department, which handles HR-related inquiries, including employee credentials.\n\nThe call also includes automated menu options for various services, such as password resets, account unlocks, and HR-related inquiries like health benefits, payroll, and employment verification. The new hire faced challenges navigating the system due to a lack of required information, such as their personnel number or email address. The call ended with the caller being redirected to the appropriate department for further assistance. Additionally, the transcript mentions a technical issue with a \"gone fishing\" page, which the team is actively resolving, and updated contact numbers for benefits inquiries.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for enterprise password reset and unlock.\nSpeaker 1: To repeat, press 3.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: They are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find some.\nSpeaker 4: Thank you for calling Service Desk.  And if you don't have your personnel number, please.\nSpeaker 5: I'm sorry.  I don't have my personnel number.  I am a new hire.  I didn't receive my credentials from ICS tech support.  And I was trying to call and get the EID number and the enterprise password.\nSpeaker 4: How about your extension email address?\nSpeaker 5: Like I said, I don't have any of the information.  I need my ID number to know my essential email address.\nSpeaker 4: All right.  What's your name?\nSpeaker 5: #############.\nSpeaker 4: Okay, #####.\nSpeaker 5: Yes.\nSpeaker 4: I will transfer you #####.  And the last name say that again for me, the last name, please.\nSpeaker 5: #######.  \nSpeaker 4: Okay.  All right. So, I will transfer you to people line.  That's where the right department to get your credentials.  Okay.  All right.  That's where, you know.\nSpeaker 6: Thank you for calling Accenture PeopleLine, your resource for HR and payroll answers.  To continue in English, press 1.  If you are calling from Canada's Quebec province and want to talk with someone in French, press 2.\nSpeaker 2: I'm sorry, I didn't get that.\nSpeaker 7: For inquiries about your health benefits and insurance, flexible spending account, 401K, or pension, press 1.  If you are an Accenture Federal Services employee, press 2.  For verification of employment, press 3.  If you are a managing director, press 4.  For all other inquiries, press 5.  Press 9 to repeat the options.\nSpeaker 2: I'm sorry, I didn't get that.\nSpeaker 7: For inquiries about your health benefits and insurance, flexible spending account, 401k, or pension, press 1.  If you are an Accenture Federal Services employee, press 2.  For verification of employment, press 3.  If you are a Managing Director, press 4.  For all other inquiries, press 5.  Press 9 to repeat the options.\nSpeaker 2: I'm sorry, I didn't get that.\nSpeaker 6: Please wait while we connect you to a representative.\nSpeaker 7: If you are calling from the US.,  please press 1.  If you are calling from Canada, please press 2.  You have pressed an invalid option.  Please choose again.  If you are calling from the  US,  please press 1.  If you are calling from Canada, please press 2.\nSpeaker 8: Please note the new phone number for your benefits starting on August 30th will be 1-888-3255.  That number again is 1-888-259-6059 for health and insurance plans and 1-888-4018-258 for the 401k plan.\n</call_transcript>\n<summary>\nThe call transcript details an interaction between a new hire and the IT helpdesk at a company. The new hire (Speaker 5) contacted the helpdesk to obtain their employee ID (EID) and enterprise password, as they had not received their credentials from ICS tech support. The helpdesk agent (Speaker 4) asked for the caller's name and attempted to assist but ultimately transferred the caller to the PeopleLine department, which handles HR-related inquiries, including employee credentials.\n\nThe call also includes automated menu options for various services, such as password resets, account unlocks, and HR-related inquiries like health benefits, payroll, and employment verification. The new hire faced challenges navigating the system due to a lack of required information, such as their personnel number or email address. The call ended with the caller being redirected to the appropriate department for further assistance. Additionally, the transcript mentions a technical issue with a \"gone fishing\" page, which the team is actively resolving, and updated contact numbers for benefits inquiries.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is generally well-constructed but has some areas for improvement:\n\n- **Conciseness**: The summary is relatively concise but could be more succinct by omitting less critical details, such as the specific menu options.\n- **Relevance**: Most of the information is relevant, but the mention of the \"gone fishing\" page and updated contact numbers for benefits inquiries seems less pertinent to the main interaction between the new hire and the helpdesk.\n- **Coherence**: The summary is coherent and follows a logical structure, making it easy to understand.\n- **Accuracy**: The summary is mostly accurate but slightly misleading in stating that the caller was transferred to the PeopleLine department for HR-related inquiries. The transcript indicates the caller was transferred to PeopleLine but does not specify that it was for HR-related inquiries.\n- **Completeness**: The summary captures the main issues and resolutions but could better emphasize the new hire's difficulty navigating the system due to a lack of information.\n\nOverall, the summary is good but could be improved in terms of relevance and accuracy.",
        "gpt_score": 7.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the new hire's issue with obtaining their employee ID and enterprise password. The summary has a clear structure, starting with the new hire's problem, then describing the helpdesk agent's actions, and finally mentioning the technical issue and updated contact numbers. The information presented is accurate, matching the details in the call transcript. The summary is also complete, covering the main problems and resolutions. However, some minor details, such as the repeated automated menu options, are omitted, which is acceptable for a summary. Overall, the summary is well-written and effectively conveys the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the main elements of the call:\n1. Accurately describes the new hire's situation and their need for credentials\n2. Correctly outlines the interaction with the helpdesk agent and transfer to PeopleLine\n3. Includes relevant context about the automated menu options and system navigation\n4. Mentions the technical issue with the \"gone fishing\" page\n5. Notes the updated benefits contact numbers\n\nHowever, there are some areas for improvement:\n- Could be more concise by omitting less crucial details about the menu options\n- The structure could be tighter, with the technical issue and benefits numbers being somewhat disconnected from the main narrative\n- The resolution isn't clearly stated (we don't know if the caller successfully reached PeopleLine)\n\nOverall, the summary is accurate and comprehensive but could be more focused and concise while maintaining better narrative coherence.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "5cb842be-b8d4-47a4-9e44-ff58026a05da",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to resolve a blocked Accenture account, which prevented access to applications on their laptop. The employee mentioned the issue had persisted since 2 a.m. and had already contacted the helpdesk multiple times. The IT agent confirmed two open tickets on the employee's account. One ticket was related to enabling phone sign-in, which required an \"adaptive card\" sent to the employee's manager for verification. However, the employee's manager had not received the card, prompting the agent to follow up with the manager.\n\nThe second ticket involved a sign-in error. The agent advised the employee to attempt logging in again after 30 minutes and to call back if the issue persisted. The employee was also instructed to wait for their manager to provide the ticket number for further assistance with setting up the Authenticator app. The agent resolved the ticket related to the login issue but assured the employee it could be reopened within 72 hours if needed. The call concluded with the employee agreeing to follow the provided instructions and awaiting further updates.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, tele...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.\nSpeaker 1: If you are unable to login to your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via.\nSpeaker 3: Thank you for calling CIO.  This is #####.  Can I have your personnel number, please?\nSpeaker 4: Yeah, my external personnel number is ########.\nSpeaker 3: Thank you.  And can I also have your enterprise ID, please?\nSpeaker 4: I'm sorry.  What was the question?  I couldn't hear it.\nSpeaker 3: Can I have your enterprise ID, please?\nSpeaker 4: Oh, okay.  I believe that would be ###########################.\nSpeaker 3: Thank you.  And can I also have your callback number, please?  It's ############.  All right.  Thank you so much.  #####, how can I help you today?\nSpeaker 4: Yeah, I've actually called a number of times already.  My Accenture account is blocked, so I can't access any of the applications on my laptop.  So I was wondering if we can escalate.  I've been blocked since about 2 a.m.  this morning.\nSpeaker 3: Sorry to hear that, #####, that you need to call us back for the same issue.  But no worries, since you have me on the line, I'll do my best to assist you with your concerns.  And since you mentioned, #####, that you already called us here many times, is it okay if I'll be putting the phone on hold first for one to two minutes?  I'll just be checking an open ticket in your account.\nSpeaker 4: Okay, sure.\nSpeaker 3: Okay, thank you so much.  Hello, #####.  Thank you so much for patiently waiting in the line.  So, #####, do you have access on your Teams on your phone?  Can you send me a screenshot on the error message on when you're trying to access a site or an application?\nSpeaker 4: I don't have Teams on my phone.  I only have it on my laptop.\nSpeaker 3: All right.  Then you cannot access that right now, am I correct?\nSpeaker 4: I cannot access Teams, no, not on my laptop.\nSpeaker 3: All right, got it.  Sorry for that.  So let me go ahead first and ask assistance with my support.  So is it okay if I'll be putting the call on hold again for another one to two minutes, please?\nSpeaker 4: Yes.\nSpeaker 3: Okay, thank you so much.  Hello, #####.  Thank you so much for patiently waiting in the line.  So, #####, I'm seeing here an open ticket.  You have two open tickets here in your account.  So, the one ticket, it has been assigned to support team, which is to the N4Del threat support team.  Because this is also with regards to the error message that you're receiving that your sign-in was blocked.  And the ticket that I'm seeing here is that the agent advised you for phone sign-in enabled, and they sent an adaptive card to your manager to proceed with the verification process to enable the phone sign-in, but I'm still confirming with my team.\nSpeaker 4: Okay.  I'm sorry.  Could you repeat that?  What was sent to my manager?  Because I checked with my manager, and he said he hasn't received anything yet.\nSpeaker 3: Adaptive card.\nSpeaker 4: Adaptive card.  Adapting card?\nSpeaker 3: Adaptive card, yeah.\nSpeaker 4: Adaptive card, okay.  I'm not quite sure what that is.  Is that sent to them via e-mail?\nSpeaker 3: Yeah.  Your manager will receive that adaptive card through Outlook as well and through Teams workflows.\nSpeaker 4: Okay.  Was it sent to ###########?  I believe that's my manager, and he said he hasn't received anything.  Can you tell me who it was sent to?  I could double-check with that person, but ########### did not receive anything.\nSpeaker 3: Unfortunately, #####, we cannot provide you the manager's EID because that's the new policy here in Accenture.  The only thing that I can do for you is I'll be pinging that manager, I'll do a follow-up to approve the request and to provide you the ticket number because it is part of the verification.\nSpeaker 4: Okay, so what do we have to do at this point?\nSpeaker 3: So at this point, I'll be pinging that manager and you have to wait for the ticket number from your manager.  And I'm also confirming the other ticket that is here in your account because it has been forwarded to support team.  So please bear with me, please.  Is it okay, #####, if I'll be putting the call on hold again for another one to two minutes while confirming the other ticket?\nSpeaker 4: Yes.\nSpeaker 3: Okay.  Thank you so much.  Hello, #####.  Thank you so much for patiently waiting on the line.\nSpeaker 4: Okay.  Hi.\nSpeaker 3: All right.  So ##### has checked here on the other ticket.  There's an update from the support team.  So they advise you to try logging in back to your applications and sites after 30 minutes.  So please monitor that one within 30 minutes and try accessing again.  If you encounter the same issue, please call us back again.  And with the other ticket with regards to setting up your Authenticator app, you can also call us back with the ticket number from your manager so we can assess you on setting up your Authenticator app successfully.\nSpeaker 4: Okay.  All right.  So I just have to wait to hear from my manager for the second ticket about sending out the authenticator app.  But the previous ticket, the advice is to just try to log in in about 30 minutes, right?\nSpeaker 3: That is correct.  That is correct, #####.\nSpeaker 4: Okay, I'll try that.  Okay, thank you.\nSpeaker 3: Okay, thank you so much, #####.  So with the other ticket, #####, I'll be just tagging this as resolved since we already provided an update for you to log in within 30 minutes or after 30 minutes.  So upon resolving the ticket, you will be receiving a survey in your email, and your feedback is highly appreciated.  But no worries, #####, you can still reopen this within 72 hours, okay?\nSpeaker 4: Okay.\nSpeaker 3: Thank you.  All right.  Thank you so much as well.  Bye-bye for now.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to resolve a blocked Accenture account, which prevented access to applications on their laptop. The employee mentioned the issue had persisted since 2 a.m. and had already contacted the helpdesk multiple times. The IT agent confirmed two open tickets on the employee's account. One ticket was related to enabling phone sign-in, which required an \"adaptive card\" sent to the employee's manager for verification. However, the employee's manager had not received the card, prompting the agent to follow up with the manager.\n\nThe second ticket involved a sign-in error. The agent advised the employee to attempt logging in again after 30 minutes and to call back if the issue persisted. The employee was also instructed to wait for their manager to provide the ticket number for further assistance with setting up the Authenticator app. The agent resolved the ticket related to the login issue but assured the employee it could be reopened within 72 hours if needed. The call concluded with the employee agreeing to follow the provided instructions and awaiting further updates.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the blocked account, the two open tickets, and the steps the employee needs to take. It is relevant, focusing on the main issues discussed during the call. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the details from the transcript without any misleading content. However, the summary could be slightly more complete by mentioning the specific error message and the fact that the employee could not access Teams on their phone, which are minor but relevant details. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their blocked Accenture account and the IT agent's attempts to resolve it. The summary has a clear structure, making it easy to follow and understand, thus achieving coherence.\n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the two open tickets and the actions advised by the IT agent. It also captures the main problems and resolutions discussed during the call, making it complete.\n\nHowever, there are minor details omitted, such as the employee's initial navigation through the automated system and the specifics of the \"adaptive card.\" Despite these omissions, the summary provides a fair and accurate representation of the call's content.\n\nGiven these considerations, the summary scores high in all evaluation criteria.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately presents the main issue (blocked Accenture account)\n2. Clearly explains there were two tickets involved\n3. Correctly details the resolution steps (30-minute wait and manager verification)\n4. Maintains proper chronological flow\n5. Includes important follow-up information about ticket reopening\n\nThe summary is concise while retaining essential details, avoiding unnecessary information from the initial IVR system and identification verification process. It's coherent, with a logical progression from problem identification to resolution steps. The information is accurate, matching the transcript without misrepresentation. In terms of completeness, it covers both the immediate problem (account access) and the longer-term solution (Authenticator app setup).\n\nMinor improvement could be made by mentioning that the adaptive card would be sent through both Outlook and Teams workflows, but this detail isn't crucial to understanding the core issue and resolution.",
        "claude_score": 9.0
      }
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    "predicted_text": "An employee contacted the IT helpdesk to follow up on an existing ticket regarding a defective laptop charger. The employee explained that their charger stopped working, and while a replacement was promised, it had not yet been shipped. They had provided the required WBS element via message but noticed it had not been acknowledged. As a result, the employee purchased their own charger to continue working.\n\nThe helpdesk agent confirmed the details of the ticket and assured the employee that the WBS element was documented. The issue was being handled by the local tech support team, who would reach out via Teams or the provided callback number to coordinate the replacement. The agent reassured the employee that the matter was being addressed and provided instructions on how the replacement charger would be delivered. The call concluded with the employee expressing appreciation for the assistance.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, You can also resolve many issues online via techsupport.accenture.com.  For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage, and other video conferencing technologies, press 2.  For MyLearning support, press 3.  For AEH applications such as Arc, MyWizard SI, MyWizard Governance, MyConcerto, press 4.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash go passwordless.  If you are passwordless, Press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.  To check if your account is passwordless, please visit go.accenture.com.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.  To check if your account is passwordless, please visit go.accenture.com.  Press 1.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press 3.  If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.\nSpeaker 4: Hi, this is ###### from CIO's emergency desk.  May I have your personnel number, please?\nSpeaker 5: So, I have my Accenture EID.\nSpeaker 4: Sure.  Could you please provide me your Enterprise ID or Accenture email?\nSpeaker 5: Yes, that is ########### dot ######, as in ########### dot Accenture dot com.\nSpeaker 4: Okay.  Just to confirm, your ########## ID is ## dot ######.  Is that correct?\nSpeaker 5: That's correct.\nSpeaker 4: Okay.  And how about your callback number?  ############.  Okay.  And, yep.  How can I help you today, ######?\nSpeaker 5: Yes, I'm not sure if I posted the right number to get to someone, but I do have an existing ticket number.\nSpeaker 4: Mm-hmm.  Could you please provide me that address, ######?\nSpeaker 5: Yes, it's INC48608413.\nSpeaker 4: Okay, let me just go ahead and try to pull up this ticket.\nSpeaker 5: Okay, thank you.\nSpeaker 4: Uh-huh.  And by the way, may I ask what is this ticket all about, ######?\nSpeaker 5: Yes, my charger does not work.  They were supposed to replace my charger.  That happened Friday, and they did say that they would send a replacement, but they need my WBS element, and I could send that in a message.  So I did send that in a message to the person that was assisting me.  Within an hour of them assisting me, but I never seen that they read the message, so it doesn't look like A charger is being shipped to me, but I did order my own charger because I do need to, you know, I need to work.  Yeah, but I don't have the charger still.\nSpeaker 4: So, yeah, by the way, you're better to hear for that.  you're not able to use your charger as it is defective and it's not working and you forced to buy your own charger while waiting for the replacement.  But don't worry, since you got me here on the line, I am more than happy to check that here on our end, okay?  So, by the way, ######, as per checking here in the ticket that you provided, the WBS element or code is already documented and it is currently working on by the agent from your local tech support team or tech from your local tech support team.  So they will be reaching out to you via Teams chat or call back number that you provided and they will be addressing the issue that you have.  And by that, you can communicate with them and then they will be instructing you on how to get or how you will receive the replacement charger of your laptop or machine, okay?\nSpeaker 5: Okay, thank you.  I appreciate it.\nSpeaker 4: You're very much welcome.  So, I think we're all set now, ######.\nSpeaker 5: Okay.  Sorry.  I was just waiting on them, but they did get it.  Okay.  Thank you.\nSpeaker 4: Okay.  Perfect.  You're very much welcome.  Have a great day and bye for now.  Thank you.\nSpeaker 5: Have a great day.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to follow up on an existing ticket regarding a defective laptop charger. The employee explained that their charger stopped working, and while a replacement was promised, it had not yet been shipped. They had provided the required WBS element via message but noticed it had not been acknowledged. As a result, the employee purchased their own charger to continue working.\n\nThe helpdesk agent confirmed the details of the ticket and assured the employee that the WBS element was documented. The issue was being handled by the local tech support team, who would reach out via Teams or the provided callback number to coordinate the replacement. The agent reassured the employee that the matter was being addressed and provided instructions on how the replacement charger would be delivered. The call concluded with the employee expressing appreciation for the assistance.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the defective charger, the employee's actions, and the helpdesk agent's response. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the details of the call transcript correctly. However, it misses some minor details, such as the initial verification process (personnel number, Enterprise ID, and callback number) and the specific mention of the WBS element being documented. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with the defective laptop charger and the helpdesk agent's resolution. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the employee's concerns and the agent's assurances. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nThe only potential improvement could be to include the ticket number (INC48608413) for added specificity. However, this is a minor point, and overall, the summary is well-written and effectively conveys the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Conciseness: It efficiently presents the main issue and resolution without unnecessary details from the IVR system or identification process.\n2. Relevance: All information included directly relates to the charger replacement issue and support process.\n3. Coherence: The summary follows a logical flow from problem presentation to resolution steps.\n4. Accuracy: The details match the transcript precisely, including the issue with the charger, the WBS element submission, and the local tech support team's involvement.\n5. Completeness: It covers both the customer's concern (defective charger, WBS element submission, self-purchased replacement) and the agent's resolution (confirmation of WBS documentation, pending local tech support contact).\n\nMinor improvement could be made by mentioning the ticket number for reference, but this doesn't significantly impact the summary's quality. The summary successfully balances detail and brevity while maintaining accuracy and clarity.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "a8357890-4523-4865-8ca6-d27ed873e9ab",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with accessing company resources online. The employee reported receiving an error message stating, \"Your sign-in was successful, but does not meet the criteria to access this resource.\" The helpdesk agent confirmed the issue was due to the employee's device being marked as non-compliant, potentially related to an outdated Adobe Creative Cloud Suite. \n\nThe agent initiated a remote session to investigate further and confirmed the non-compliance status. However, the issue required escalation to a Level 2 Technician for resolution. The employee was informed that the Level 2 Technician would handle the remediation via the remote session and that communication would occur through the session rather than a phone call. The call concluded with the agent assuring the employee that the issue would be addressed promptly.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, Thank you for calling CIO.\nSpeaker 2: This is #########.  Can I have your personal number, please?\nSpeaker 3: Hi, #########.  You want my employee ID?\nSpeaker 2: Yep.  Employee ID number?  #########.  That's #########.\nSpeaker 3: Yes, that's correct.\nSpeaker 2: Thank you.  How about your enterprise ID?  ######### And then may I ask about your best callback number?\nSpeaker 3: Sure.  ############.\nSpeaker 2: That's ############.\nSpeaker 3: Yes.\nSpeaker 2: Yeah, thank you very much.  And how can I help you today?\nSpeaker 3: I'm unable to access anything on the internet.  I'm trying to log on to my scheduling and it says I'm not, I cannot access this resource.  So I'm just wondering what's going on there.  I was able to do it until yesterday.\nSpeaker 2: Oh, okay.  Yeah, for this one, first of all, we need to apologize for the inconvenience that has caused this.  you're actually having a problem accessing any of the Accenture resources.  I know that's really inconvenient on your part, but don't worry, I'll be more than happy to help you out and fix this problem for you, okay?\nSpeaker 3: Okay, thank you.\nSpeaker 2: You're welcome.  And then, yeah, by the way, #####, just wanted to confirm, so the exact error message when you're trying to access Accenture link, it says you cannot access this right now, right?\nSpeaker 3: Yes, you cannot access this right now.  Your sign-in was successful, but does not meet the criteria to access this resource.  For example, you might be signing in from a browser, yeah.  But yeah, I mean, this is what I was working into yesterday.\nSpeaker 2: Yeah, for this one, #####, I'll just need to check some information about this.  So, #####, can I just place you on hold for just a minute?\nSpeaker 3: Yes, sure.\nSpeaker 2: Thank you very much and stay in the line.  Hello, #####.  Thank you very much for patiently waiting on the line.  Regarding this one, #####, about this error, I will actually need to do a remote session so that I'll be able to check what's exactly happening.  By the way, #####, can I ask if you are available for a remote session now?\nSpeaker 3: I am.  And then, I'm also checking the compliance in my devices, and it says the Adobe Creative Cloud Suite needs to be upgraded.  Do you think that's the issue?  That's just a non-compliance.  But yeah, I can do a remote session with you right now.  Okay, thank you.  The thing with the remote session is you need me to be on Teams, right?\nSpeaker 2: I know.  So all you have to do, you can go to 123rescue.com.\nSpeaker 3: 123rescue.com?\nSpeaker 2: Yep.  Go to that website.\nSpeaker 3: All right.  And pin?\nSpeaker 2: And then, let me check.  Yeah, for the pin.  So I'm currently generating it.  One moment.  Yeah, I'm still generating it here, #####.  Bear with me.  Oh yeah, so the six digit code will be ############?  Yep.\nSpeaker 3: Should I download it or run the applet?\nSpeaker 2: Oh yeah, you have to download it.\nSpeaker 3: It says the app should download automatically.  Okay.\nSpeaker 2: Yeah, I'll try to connect on your machine right now.  Please bear with me.  Yeah, so I'm already connected.  So right now, #####, can you let me see the exact error message?\nSpeaker 3: Okay, so this is a non-compliant.  And then when I, for example, do... Yeah, this is the message.  You see my screen?\nSpeaker 2: Yep.\nSpeaker 3: So yeah.\nSpeaker 2: So actually, #####, as per checking here, the main reason why you were unable to access any Accenture sites or links, it's because your account is actually under non-compliant or your device is actually non-compliant.  So yeah, for this one to be resolved, I will actually need to escalate this remote session over to our Level 2 Technician and they will be the one who will be able to remediate your machine, okay?\nSpeaker 3: Also, before you escalate, is it because of this?  Adobe Creative Suite because this is only non-compliant thing?\nSpeaker 2: Yep.\nSpeaker 3: So should I just uninstall this?\nSpeaker 2: No, no, no.  For that one, actually our Level 2 Technician will be the one who will actually fix this problem for you.\nSpeaker 3: Okay.  Okay.\nSpeaker 2: Yeah, so for now, yeah, we can actually just end this call and once I have the available level to technician, I'll just go ahead and transfer this remote session over to him.  Okay.\nSpeaker 3: Okay.  Okay.\nSpeaker 2: And yeah, by the way, so he'll just a heads up that they do not do phone calls, but instead you can actually communicate with the level to technician through this remote session.  This 1.  Okay.  Okay.  Yeah, so thank you so much.  Oh, yeah, that's me.\nSpeaker 3: Okay.  Okay.  Thank you.\nSpeaker 2: You're welcome.  And goodbye for now.\nSpeaker 3: Okay.  Thank you.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with accessing company resources online. The employee reported receiving an error message stating, \"Your sign-in was successful, but does not meet the criteria to access this resource.\" The helpdesk agent confirmed the issue was due to the employee's device being marked as non-compliant, potentially related to an outdated Adobe Creative Cloud Suite. \n\nThe agent initiated a remote session to investigate further and confirmed the non-compliance status. However, the issue required escalation to a Level 2 Technician for resolution. The employee was informed that the Level 2 Technician would handle the remediation via the remote session and that communication would occur through the session rather than a phone call. The call concluded with the agent assuring the employee that the issue would be addressed promptly.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with accessing company resources, the error message received, and the steps taken by the helpdesk agent. It is relevant, focusing on the main topic of the call. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the details from the transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the specific steps the agent took, such as generating a PIN for the remote session and the employee's question about uninstalling Adobe Creative Cloud Suite. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing company resources and the helpdesk agent's efforts to resolve it. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly identifies the error message, the potential cause of the issue (outdated Adobe Creative Cloud Suite), and the need for escalation to a Level 2 Technician. The summary also accurately conveys the resolution process, including the use of a remote session for communication.\n\nThe summary is complete, covering the main problems and resolutions discussed in the call transcript. However, it does not include some minor details, such as the employee's initial attempt to troubleshoot the issue by checking compliance on their device. Overall, the summary provides a fair and accurate representation of the call transcript.\n\nGiven the summary's strengths in conciseness, relevance, coherence, accuracy, and completeness, I would score it highly.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (access problem and error message)\n2. Identifies the root cause (device non-compliance)\n3. Accurately describes the troubleshooting process (remote session)\n4. Includes the resolution path (escalation to Level 2)\n5. Maintains proper flow and logical structure\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while including all crucial information. It accurately represents the conversation without any factual errors. The mention of Adobe Creative Cloud Suite's potential connection to the issue shows attention to detail. The summary also properly notes the communication method for the Level 2 support (via remote session, not phone).\n\nMinor improvement could be made by mentioning the specific website used for remote access (123rescue.com), but this detail isn't crucial to understanding the interaction's outcome.\n\nThe summary demonstrates excellent balance between brevity and completeness while maintaining clarity and accuracy.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "978727a4-6e11-41f0-8c42-b795a11f4513",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to set up their Accenture password. The employee explained that they had previously contacted support, and the issue was redirected to local tech support. They wanted to book an appointment with the local tech team to resolve the matter. However, the helpdesk agent clarified that appointments cannot be directly scheduled through the service desk. Instead, a ticket had already been assigned to the local tech support team, who would contact the employee via phone or email to provide further instructions.\n\nThe employee mentioned that their local tech support was located at a different office, and they were unsure about the process. The agent confirmed that the ticket was assigned to the nearest available office and updated the ticket with the employee's personal email address, as they did not have access to their Accenture email. The agent assured the employee that the local tech team would reach out to them for further assistance. The call concluded with the employee acknowledging the process and the agent apologizing for the inconvenience.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site.  Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There is no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can...\nSpeaker 4: Hi, thank you for calling CIO Services.  My name is #####.  May I please have your personal number?\nSpeaker 5: Yeah, hi.  ################.\nSpeaker 4: May I have a call back number as well, please?\nSpeaker 5: It's ###################.\nSpeaker 4: Thank you so much.  Now, please confirm your enterprise ID.\nSpeaker 5: It's ###################################.\nSpeaker 4: Well, hi, #####.  How may I assist you?\nSpeaker 5: Hi.  So I just wanted to book an appointment with my local tech support.  So I just wanted to...\nSpeaker 4: Book an appointment, you said?\nSpeaker 5: Yes.\nSpeaker 4: For what reason, #####?\nSpeaker 5: To set up my password, my Accenture password.  So earlier I had called regarding the same issue and they said that they have redirected the issue to the local tech support.  So I just wanted to set up a meeting and appointment with the tech support.\nSpeaker 4: Okay, well I understand and I'm more than happy to help you with that.  ###, your apologies for the inconvenience.  So, yeah, just for checking, a ticket is already open and assigned to your local tech support.  Now, regards on this one, we can't actually, like, book an appointment, but we can open up a ticket and assign it to them, and then for further resolution, they'll be contacting you via phone call or via email to book the appointment or to, like, let you know if needed that you go to the office, then they'll be the one to tell you that, okay?  But, again, ####, the ticket is already assigned to them.  So from here on, you just wait for them to reach out to you.  And if needed, that you go to the office again, they'll be the one to tell you that.\nSpeaker 5: Yeah, because when I checked with my office, they told that the local tech support is not within my office campus, and it's at a different location.\nSpeaker 4: What was your current location?\nSpeaker 5: ##########, #######.\nSpeaker 4: #######.  Okay, so that's your current location, #######?  Yes.  Let me just check.  ####### here.\nSpeaker 5: So the ####### local office told you that you don't have a ticket with them?  No, they said the tech support is in a different location.\nSpeaker 4: Right, because we don't.\nSpeaker 5: And they asked me that I have to set up an appointment.  They asked me to call this number, set up an appointment, so I can go and get, like, I don't know if it's an in-person appointment or a virtual appointment with the local tech support.\nSpeaker 4: ####### exactly are you right now?\nSpeaker 5: ##########.\nSpeaker 4: ##########.  okay well unfortunately yes we don't have a local office in ##########.  that's why we had to assign it to the #######, ####### office because that's the only office location near your area.\nSpeaker 5: Okay may I know the address for that location?\nSpeaker 4: Well let me confirm because we cannot provide you that detail but it can be looked up from the support.accenture.com.  But again, the process, #####, is that we will assign the ticket, and it is already assigned to the #######, ####### office.  And then from here, you just wait for them to reach out to you.\nSpeaker 5: Okay.  I just wanted to make sure that they would be reaching out over my phone number because I don't have access to my Accenture email.\nSpeaker 4: Okay.  How about a personal email address that I can note on the ticket?\nSpeaker 5: Oh, yes, that would be great.  Shall I?  Are you ready?  Yeah, go ahead, please.  It's ########################################.\nSpeaker 4: Okay, I will repeat.  That's their first name, ############.\nSpeaker 5: Yep.\nSpeaker 4: And then # for #####, # for #####.  So ######################### and then # for ##################.  Yes, perfect.  Okay.  Okay.  Well, I have noted that on the ticket already, just in case.  The callback number that I have in here is ############.  Yes.  Okay.  It's already assigned, and I have just updated that you have a personal email address, just in case they won't be able to call you or reach out to you via phone call.  We have your personal email address as our point of contact.  Okay?\nSpeaker 5: Okay.  Got it.  Yeah, because this is the first time I'm trying to log into my system.  So I don't have access to any of my Accenture emails as of now.\nSpeaker 4: I understand.  Right.  So for further RF solution and assistance for them to assist you on resetting or providing a password, please expect a call or an email from the local tech support for further assistance.  Okay?\nSpeaker 5: Okay.  Got it.\nSpeaker 4: Okay.  Well, I apologize again for the inconvenience, #####.  You have a good one.\nSpeaker 5: All right.  Thank you.\nSpeaker 4: You're welcome.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to set up their Accenture password. The employee explained that they had previously contacted support, and the issue was redirected to local tech support. They wanted to book an appointment with the local tech team to resolve the matter. However, the helpdesk agent clarified that appointments cannot be directly scheduled through the service desk. Instead, a ticket had already been assigned to the local tech support team, who would contact the employee via phone or email to provide further instructions.\n\nThe employee mentioned that their local tech support was located at a different office, and they were unsure about the process. The agent confirmed that the ticket was assigned to the nearest available office and updated the ticket with the employee's personal email address, as they did not have access to their Accenture email. The agent assured the employee that the local tech team would reach out to them for further assistance. The call concluded with the employee acknowledging the process and the agent apologizing for the inconvenience.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's request to set up their Accenture password and the helpdesk agent's explanation of the process. It captures the key details about the ticket being assigned to local tech support and the communication methods (phone or email) that will be used to contact the employee. The summary is relevant, focusing on the main topic of the call without extraneous information. It is coherent, with a clear structure and flow that makes it easy to understand. The information is accurate and aligns with the call transcript. However, the summary could be slightly more complete by mentioning the specific issue of the local tech support being at a different location and the employee's concern about not having access to their Accenture email. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with setting up their Accenture password and the helpdesk agent's assistance. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript. It does not contain any false or misleading information. The summary is also complete, providing a fair description of the main problem (the employee's issue with setting up their password) and the resolution (the helpdesk agent's assistance and the assignment of a ticket to the local tech support team).\n\nOverall, the summary is well-written and effectively conveys the important information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Main issue: Employee needs password setup and wants to book appointment\n2. Resolution process: Ticket already assigned to local support\n3. Location context: Support not available in employee's location (##########), assigned to ####### office\n4. Communication details: Added personal email as contact method due to no Accenture email access\n\nThe summary is concise while maintaining essential details, has good flow, and accurately represents the conversation. It correctly captures the process explanation (cannot directly book appointments, must wait for support team contact) and the resolution (ticket updated with personal contact info, awaiting support team response).\n\nMinor details that could have been included: the specific mention of this being the employee's first time logging into their system, and the initial IVR system information. However, these are not critical to understanding the core interaction.\n\nThe summary maintains coherence, accuracy, and provides complete coverage of the important aspects of the conversation.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "41339dc7-c791-4eb7-9335-d31d085a672a",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to resolve an issue with their multi-factor authentication (MFA) setup after switching to a new phone. The employee explained that their old phone was wiped without logging out of MFA, causing problems when setting up the new phone. Although a temporary access pass was generated by a previous agent, the employee's account became blocked when attempting to use it.\n\nThe helpdesk agent confirmed the issue and guided the employee through enabling a password for their account via the company\u2019s passwordless portal. After enabling the password, the agent instructed the employee to reset their password through another portal. However, the employee encountered an error stating they were not registered for password reset.\n\nThe agent explained that the system required 30 minutes to an hour for replication before the password reset could be attempted again. They assured the employee they would follow up via Teams to monitor progress. The agent marked the ticket as resolved but noted it could be reopened within 72 hours if needed. The call concluded with the agent requesting feedback via a survey.",
    "base64_images": [],
    "stats": {
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business... To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help option.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor...\nSpeaker 2: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue dialing.\nSpeaker 3: Thank you for calling CIO.  This is #####.  Can I have your personnel number, please?\nSpeaker 4: Yeah, it's ##########.\nSpeaker 3: Thank you.  Can I have your enterprise ID, please?\nSpeaker 4: Is that my email?  Mm-hmm.  Yeah, it's #####, #########.\nSpeaker 3: Thank you.  And can I also have your call back number please?  ############.  All right, got it.  Thank you so much.  How can I help you today, #####?\nSpeaker 4: Hi, I've called twice now.  I got a new phone and so my multi MFA was not logged out of my old phone when they wiped my phone, so I was having issues with that this week.  And then now we had finally gotten the old phone removed, my new phone added, but when I went to set it up on the Authenticator app, I typed in a temporary password that the person on the phone helped me generate, and it's saying my account is blocked.\nSpeaker 3: Sorry to hear that, #####, that you need to call us back for the same concern.  But no worries, since you have me on the line, I'll do my best to assist you with your concern.  So you mentioned you already generated a temporary access pass.  But when you enter that temporary access pass, there's an error that your account is blocked.  Am I correct?  Yes.  All right.  Sorry for that.  So #####, is it okay if I'll be putting the call on hold first for one to two minutes?  I'll just be checking this concern during my end.\nSpeaker 4: Yeah, that's fine.\nSpeaker 3: Okay, thank you so much.  Hello, #####.  Thank you so much for patiently waiting on the line.  So, #####, I would like to ask, so are you the one who generated the temporary access pass, or the agent requested the temporary access pass for you?  The agent did it last night.  All right.  Got it.  So, yeah, I checked your open ticket with regards to this concern that your account has been blocked, and as advised with my support, We need to reset first your password or change the password.  Then after successful password change, the risk will be automatically dismissed, meaning to say after resetting your password, the error message on your Authenticator app will be dismissed.  So I see that you're currently a passwordless, so we need, I mean, yeah, passwordless, so we need first to enable your password and reset your password after that.  So do you have, I mean, open your browser, please, and can we access mypasswordless.accenture.com for us to enable your password?\nSpeaker 4: Yeah.  It's, so I'm going to type it in.  What was the site again?\nSpeaker 3: mypasswordless.accenture.com.  Perfect.\nSpeaker 4: Okay, I'm there.\nSpeaker 3: So, are you seeing Go Passwordless request?\nSpeaker 4: I'm seeing Go Passwordless request, you said?\nSpeaker 3: Is that correct?\nSpeaker 4: Yes.\nSpeaker 3: Okay, so click Get Started.  Then what are you seeing right now?\nSpeaker 4: Select your reason for requesting a password.\nSpeaker 3: So select there the hello business.  Hello for business.\nSpeaker 4: Okay.  And then types of use, issues with PIN or issues with biometrics?\nSpeaker 3: Issue with PIN.  Then for that my PIN.\nSpeaker 4: Okay.\nSpeaker 3: Then click enable password.  All right, let me know when it's done.\nSpeaker 4: It's loading.  Okay, it's done.\nSpeaker 3: Okay, so right now let's wait for one to two minutes so we can try resetting your password.  on different sites.  So, okay, we can try this if you can really reset your password.  So, please access myid.accenture.com.\nSpeaker 4: And it's saying your account is now enabled for passwords.  Click for a new password or just not click that?\nSpeaker 3: Don't click that one.  We have to access a different site.  So, open a browser or a tab, then access myid.accenture.com.  Then, if you're seeing self-service password reset and lock, click that one.\nSpeaker 4: Okay.\nSpeaker 3: Then, after clicking the self-service password reset and lock, you just have to type your Accenture email and type the corrector.\nSpeaker 4: It says, we're sorry, you can't reset your own password because you haven't registered for a password reset.\nSpeaker 3: All right, so as for this one, we just have to wait for the replication time to reset your password.  So I know that you have access on your team, so I can monitor you there if you already reset your password.  Okay.\nSpeaker 4: What should I do?\nSpeaker 3: All right, #####, so we just have to wait for 30 minutes to one hour.  Then after that, you have to try resetting again your password in myid.accenture.com.  And I'll be pinging you on Teams, #####, so you can update me if you already reset your password, okay?\nSpeaker 4: Okay, thank you.\nSpeaker 3: Okay.  Thank you so much, #####.  So right now, I'll just be tagging the password reset ticket as resolved.  Then upon resolving this, you will be receiving a survey in your email, and your feedback is highly appreciated.  But no worries, #####.  This ticket will be reopened within 72 hours, okay?\nSpeaker 4: Okay.  Thank you.\nSpeaker 3: All right.  Thank you so much.  Bye-bye for now.\nSpeaker 4: Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to resolve an issue with their multi-factor authentication (MFA) setup after switching to a new phone. The employee explained that their old phone was wiped without logging out of MFA, causing problems when setting up the new phone. Although a temporary access pass was generated by a previous agent, the employee's account became blocked when attempting to use it.\n\nThe helpdesk agent confirmed the issue and guided the employee through enabling a password for their account via the company\u2019s passwordless portal. After enabling the password, the agent instructed the employee to reset their password through another portal. However, the employee encountered an error stating they were not registered for password reset.\n\nThe agent explained that the system required 30 minutes to an hour for replication before the password reset could be attempted again. They assured the employee they would follow up via Teams to monitor progress. The agent marked the ticket as resolved but noted it could be reopened within 72 hours if needed. The call concluded with the agent requesting feedback via a survey.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the MFA setup, the steps taken to resolve it, and the follow-up actions. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the key events and actions from the transcript. However, it misses some minor details, such as the specific URLs mentioned and the exact steps the agent guided the employee through. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their MFA setup and the helpdesk agent's resolution. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the steps taken by the agent and the employee, and the outcome of the call. The summary is also complete, covering the main problems and resolutions discussed in the call transcript.\n\nHowever, the summary could be improved by including more specific details about the initial issue with the MFA setup and the previous agent's actions. Nevertheless, the summary provides a comprehensive overview of the call, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the core issue (MFA problems after phone switch)\n2. Accurately describes the sequence of events (old phone wiping, temporary access pass, blocked account)\n3. Correctly outlines the solution steps (enabling password through passwordless portal)\n4. Includes the outcome and next steps (waiting for replication, Teams follow-up)\n\nThe summary is well-structured and flows logically from problem to resolution. It maintains conciseness while including all crucial details. The language is clear and professional.\n\nMinor improvements could include:\n- Mentioning the initial automated message about MyT performance issues\n- Including the specific URL (mypasswordless.accenture.com) for reference\n- Noting the specific timeframe for ticket reopening (72 hours)\n\nHowever, these are minor details that don't significantly impact the summary's effectiveness. The summary successfully balances brevity with completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "e2edec2e-a36d-4872-9a00-944f450b1db5",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee contacting the IT helpdesk to resolve an issue with their laptop. The employee provided their personnel number, enterprise ID, incident ticket number (INC 48662411), asset tag, contact details, and current location. The helpdesk agent confirmed that the ticket was still pending due to a lack of managerial approval within 48 hours. As a result, the agent escalated the ticket to the local tech support team for further assistance.\n\nThe agent requested additional details, including the asset tag and the employee's contact information, to ensure proper follow-up. The employee clarified their current location, which differed from the system's recorded location. The agent assured the employee that the ticket had been forwarded to the local tech support team, who would contact them directly for resolution. The call concluded with the employee expressing appreciation and the agent confirming the next steps.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to the gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions.\nSpeaker 4: Calling CIO, this is April.  May.  I have your personal number?\nSpeaker 5: N2587105.\nSpeaker 4: Thank you.  Let me repeat.  It's # for #####, #######.  Is that correct?\nSpeaker 5: Yes, that's correct.\nSpeaker 4: Thank you.  And how about your enterprise ID?\nSpeaker 5: PHRIS.\nSpeaker 4: Thank you for that one, #####.  And will you also provide your pass callback number?  ############.  Thank you for that information.  Let me repeat, ############.  Is that correct?  Yes, that's correct.  Thank you.  And how can I help you today, #####?\nSpeaker 5: I was calling about an incident that I was having an issue with my laptop and I was told to provide this information to you guys so that it can be resolved.\nSpeaker 4: Yeah, can you provide me the incident ticket?\nSpeaker 5: Yes, it's INC 48662411.\nSpeaker 4: Thank you for that information.  Let me go ahead and check this ticket first.  And while checking the ticket, can I please stay on hold for one to two minutes and stay on the line?\nSpeaker 5: Yeah.\nSpeaker 4: Thank you.  Hi, thank you for patiently waiting.  #####, I am seeing here that the ticket's still pending here.  And for this one, since it's already beyond 48 hours, we will be providing the ticket to the local tech support so that they will be the one to further assist you.  Because you provided me the right ticket number.  However, here in our system, the manager still did not approve the request.  still pending here in our system.\nSpeaker 5: Okay, I'll let my team lead now.\nSpeaker 4: Yeah, for this one I'll be creating a ticket for this one.  I mean I'll be follow up or forward this ticket to the local tech support since your manager did not approve within 48 hours and so that the local tech support will be the one to contact you for further assistance.  But for this, while getting the ticket for you, let me place a phone call for one to two minutes and stay on the line, okay?  All right.  Thank you.  Hi, #####.  Thank you for patiently waiting.  Will you please provide me the asset number of your machine?  You are going to see it at the back side of your machine.  It will start with US.\nSpeaker 5: I'm sorry.  Can you repeat that?\nSpeaker 4: At the back side of your machine, you will see the machine name, or what I mean the asset tag.  It will start with US.  provide me the ###.  or the asset tag?\nSpeaker 5: ###.  #######.\nSpeaker 4: Thank you for that information.  And then the best number that the local tech can reach out to you is the number that you provided to me and the number that you are using right now?\nSpeaker 5: Yes, that's correct.\nSpeaker 4: Thank you.  Will you please provide me your Personal e-mail address.\nSpeaker 5: My personal e-mail address?  You said my personal e-mail address?\nSpeaker 4: Yes, your personal e-mail address.\nSpeaker 5: #####.\nSpeaker 4: I'm sorry, # for #######?\nSpeaker 5: Yes, #-#.  #############.  The number ################.\nSpeaker 4: Okay, let me confirm.  # for ###################, # for #####.  Your last name is #######.  Number ################.\nSpeaker 5: Yes, that's correct.\nSpeaker 4: Thank you.  And will you please provide me your current location?\nSpeaker 5: My current location is #####.\nSpeaker 4: #####.  #######.\nSpeaker 5: ######, #####.\nSpeaker 4: ######?\nSpeaker 5: ######.  #-#-#-#-#-#.  #####.\nSpeaker 4: Is it in ######?\nSpeaker 5: No, it's not in ######.  They say that my essential location is supposed to be ######, but I don't know why, because I live closer to ####### than I live ######.  Oh, I see.\nSpeaker 4: So that is your current location now that you are leaving.  ######, #####, is it # for #######, # for #####, # for #####, # for ######, # for #####, # for ####, then #####?\nSpeaker 5: Yes, that's correct.\nSpeaker 4: #####, #######, right, as you mentioned?\nSpeaker 5: Yes.\nSpeaker 4: Okay, thank you.  So I'm going to take note here that there will be assigning the ticket to the #######, ######, #####, #######, and then you are leaving there, right?  Not in your...\nSpeaker 5: Yeah.\nSpeaker 4: Okay.  Thank you.  One moment.  Let me forward the ticket first.  Can you give me like two minutes for providing the ticket to the local tech support?  #####?\nSpeaker 5: Yeah.\nSpeaker 4: Thank you.  Let me please hold again for one to two minutes.  Thank you.  All right.  Hi, thank you for patiently waiting, and I'm so sorry for the long hold.  So I already forwarded your ticket to the local tech support.  So just keep your lines open because the local tech support will be the one to call you for further assistance in regards to this issue that you are encountering.\nSpeaker 5: All right.  I appreciate it.\nSpeaker 4: Thank you.  So I don't want to take too much of your time.  By the way, this is #####, and have a great day.  Bye now.\n</call_transcript>\n<summary>\nThe call involved an employee contacting the IT helpdesk to resolve an issue with their laptop. The employee provided their personnel number, enterprise ID, incident ticket number (INC 48662411), asset tag, contact details, and current location. The helpdesk agent confirmed that the ticket was still pending due to a lack of managerial approval within 48 hours. As a result, the agent escalated the ticket to the local tech support team for further assistance.\n\nThe agent requested additional details, including the asset tag and the employee's contact information, to ensure proper follow-up. The employee clarified their current location, which differed from the system's recorded location. The agent assured the employee that the ticket had been forwarded to the local tech support team, who would contact them directly for resolution. The call concluded with the employee expressing appreciation and the agent confirming the next steps.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue, the information provided, and the steps taken by the helpdesk agent. It is relevant, focusing on the key aspects of the call without extraneous details. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. It is accurate, correctly reflecting the details from the transcript, such as the incident ticket number and the escalation to local tech support. However, it misses some minor details, such as the repeated holds and the agent's apologies for the delays, which could add to the completeness. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key issues and resolution discussed during the call. The structure and flow of ideas in the summary are clear and easy to follow, making it coherent. \n\nIn terms of accuracy, the summary correctly captures the details from the call transcript, including the incident ticket number, the reason for the delay in resolution, and the steps taken by the helpdesk agent to escalate the issue. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, there are minor details from the call transcript that are not included in the summary, but these do not significantly impact the overall understanding of the call's main points.\n\nOverall, the summary effectively captures the essential information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Successfully condenses a lengthy call into two clear paragraphs without unnecessary details.\n2. Relevance: Focuses on the main issue (laptop problem), ticket status, and resolution process.\n3. Coherence: Well-structured flow from initial contact through to resolution steps.\n4. Accuracy: Correctly states the incident number, situation with managerial approval, and escalation process.\n5. Completeness: Covers the main concern and resolution path.\n\nMinor improvements could include:\n- Mentioning the initial automated system navigation\n- Including the specific reason for the laptop issue (which wasn't clearly stated in the transcript)\n- Noting that personal email was collected\n\nOverall, the summary maintains high quality across all criteria, with only minor omissions that don't significantly impact its effectiveness. The summary successfully captures the essence of the interaction while maintaining clarity and accuracy.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "fcd43185-0baa-48d3-a522-000431e74b84",
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    "predicted_text": "The call involved a former employee seeking assistance to access the Accenture alumni portal. The employee, who had received a welcome email to the alumni network, was unable to log in as the system did not recognize their registered email address. The issue was escalated to the IT helpdesk, where the representative explained that such problems often occur for former employees. The resolution requires the support team to update or re-register the email address in the system's backend.\n\nThe IT representative collected mandatory details from the former employee, including their last position level, phone number, last office location, email address, last supervisor, and last working date. A ticket (INC#########) was created and assigned to the support team for resolution. The representative informed the employee that the issue should be resolved within seven days and that they would be notified via email or phone once the update is complete. The call concluded with the employee thanking the representative for their assistance.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices.  For technology and business application support, press 1.  For mobile, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  The number you entered must be 8 digits in length.  You entered 1-1.  Please re-enter your personnel number.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone phishing.  Page, the team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.  All agents are currently assisting other callers.\nSpeaker 2: Hi, thank you for calling the Mayo Service Desk.  My name is #####.  May I please have your personnel number?\nSpeaker 3: Hi, #####, this is ##### #### from Accenture PeopleLine.  I do have a former employee on my back line.  His name is ######################.  His employee ID number is ########.\nSpeaker 2: Okay.\nSpeaker 3: All right, so this former employee resigned lastly on ###### .  He's trying to log into the Accenture alumni portal where his email address is not getting recognized.  Upon checking with HR records, I see that he has updated his personal email address.  So he requires assistance to log into the portal.  Could you please assist on this?\nSpeaker 2: Yes, that I'm more than happy to help you guys with.  Okay, go ahead, please connect me, you see.\nSpeaker 3: Just a moment, thank you.  You're welcome.  Hello, ########, thank you for staying on hold.  Appreciate your patience.  Yeah, I'm here.  Yeah, so I do have CIO team representative named ##### on the line.  I have informed your concern that you're not able to log into the former employee portal.  They will assist you forward, okay?\nSpeaker 4: Perfect, thank you so much.\nSpeaker 3: You're welcome, and thank you for reaching out to people, and you both have a wonderful weekend.  Bye-bye.\nSpeaker 4: Thank you.\nSpeaker 2: Hi, ########h.  Again, my name is ##### from the CIO Service Desk.  So the former representative informed me that you're an alumni and cannot access the alumni portal because it says your email is not recognized.\nSpeaker 4: Yeah, although I received a, like, welcome email, like, four days back, Yeah, but now I'm trying to log in for the first time, and it says the email address you entered was not found.\nSpeaker 2: Okay.  Well, I apologize for that, ########, but no worries.  You're in the right department, and I am more than happy to help you with this.  So in regards to that concern, though you did set up your email address, your personal email address when you were still an active employee and you got an email confirmation for that, What actually needs to be done, now that you're already a former employee, is for our support team to update or re-register your email address on the back end.  So what I'm going to do is open up a ticket for you and assign it to the former employee support team, as they are the one who can update or register your email address on the back end.  So I just need some mandatory details from you.  May I know your last...\nSpeaker 4: Sorry, my email is already registered, right?  That's how I received a welcome to Exchanger Elimini network on my personal email ID.  That is something which I already received, right?  And now through the same email, I'm trying to log in.  Now it sends me a message that this email address is not registered.  It's kind of a conflicting right here.\nSpeaker 2: Right.  That's what I'm saying, that what needs to be done for the resolution for that is for our support team to update that email address just so it can be found on the system.  So this happens to a lot of former employees, though they did set up their account already, their personal email address when they are still an active employee.  Now that you guys are already a former employee, the support team needs to update that information in the back end.  So again, I'll open up a ticket for you and assign it to support.  So I want to know what is your last position level?\nSpeaker 4: Senior manager.\nSpeaker 2: So that's seven or six?\nSpeaker 4: It was six.\nSpeaker 2: Okay, got it.  Now may I have your phone number please?  The active phone number that you will use for authentication.  ############.  Okay, if I got you correctly, I have your ############.\nSpeaker 4: Yes.\nSpeaker 2: How about the last office you reported to?\nSpeaker 4: ##########, ####, ### Okay.\nSpeaker 2: How about the email address that you're going to use to access the site?\nSpeaker 4: It is the one which I have, which is #-#####, #-###, #-#####, #-######, I-#####, J-#####, ###########, #-#####, #-######, ##, at #########.\nSpeaker 2: Okay, I'll repeat.  I have ##### ###### #####, ######, #####,######, ##### ##### ######, the number ##, at #########.\nSpeaker 4: Yeah.\nSpeaker 2: How about the last supervisor or career counselor you reported to?\nSpeaker 4: Do I need all of that information?\nSpeaker 2: Unfortunately, that is a mandatory information.  If this one is missing, they may assign the ticket back to us, which will again give us a lift.  So yes, it's a mandatory detail.\nSpeaker 4: ###############.\nSpeaker 2: #######, you said #####?\nSpeaker 4: Yeah, ###############, #############.\nSpeaker 2: #######, okay, got it here.  Lastly, your last date, ### what?  ## ####.  Thank you so much.  I think I got all the necessary information I need.  So I'll provide you the ticket number for this one, ########, just in case you won't hear back from us within seven days.  Because you see, for such concern or for such issue, it may take seven days, but should not take more than that.  So I'm saying that if just in case you won't hear back from support maximum of seven days, you reach back and provide this ticket number for reference.  Kindly note down the ticket, please.\nSpeaker 4: Okay.\nSpeaker 2: It's going to be INC for incident, the number #########.  Again, number #########.\nSpeaker 4: Okay.\nSpeaker 2: Okay.  Well, again, I'll go ahead and assign the ticket now, and I apologize if you cannot access the portal for now, but we'll have the support.  update your information on the back end, okay?\nSpeaker 4: I have one question.  How would I be informed that this issue has been resolved?\nSpeaker 2: Well, we'll either... Yeah, I'm sorry.  We'll either give you a call back or send an email to you saying that the team is already done with the registration.  You may now access the site.  That's what's going to happen.\nSpeaker 4: Okay.  Okay.\nSpeaker 2: Okay, well, bye for now again, ########.\nSpeaker 4: Yeah.  Thank you for your help.\nSpeaker 2: You're welcome.  Bye bye.\nSpeaker 4: Bye.\n</call_transcript>\n<summary>\nThe call involved a former employee seeking assistance to access the Accenture alumni portal. The employee, who had received a welcome email to the alumni network, was unable to log in as the system did not recognize their registered email address. The issue was escalated to the IT helpdesk, where the representative explained that such problems often occur for former employees. The resolution requires the support team to update or re-register the email address in the system's backend.\n\nThe IT representative collected mandatory details from the former employee, including their last position level, phone number, last office location, email address, last supervisor, and last working date. A ticket (INC#########) was created and assigned to the support team for resolution. The representative informed the employee that the issue should be resolved within seven days and that they would be notified via email or phone once the update is complete. The call concluded with the employee thanking the representative for their assistance.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the alumni portal login and the steps taken by the IT representative. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, it misses some minor details, such as the initial interaction with the intermediary (Speaker 3) and the specific mention of the high call volume due to performance issues. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key issue of the former employee's inability to access the alumni portal. The summary has a clear structure, starting with the problem, explaining the resolution, and concluding with the expected outcome, making it coherent and easy to follow.\n\nThe summary is accurate, reflecting the information provided in the call transcript without any noticeable errors or omissions. It also provides a complete description of the main problem and the proposed resolution, including the creation of a ticket and the expected timeframe for resolution.\n\nHowever, the summary could be improved by including more specific details about the initial automated messages and the transfer of the call to the IT representative. Nevertheless, the summary effectively captures the essence of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (alumni portal access problem)\n2. Accurately describes the contradiction between receiving welcome email but being unable to login\n3. Explains the resolution process and backend update requirement\n4. Lists all mandatory information collected\n5. Includes the ticket number and expected resolution timeframe\n6. Mentions the notification process\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution steps. It accurately represents the conversation without including unnecessary details. The language is clear and professional. The only minor improvement could be mentioning that the initial contact was through PeopleLine before being transferred to IT, but this isn't crucial to the main narrative. The summary successfully balances brevity with completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
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    "predicted_text": "The call involved a former employee seeking assistance with accessing the Dayforce application. The employee had contacted the company's PeopleLine, reporting that her personal email address was not registered in the application, despite HR records showing it was updated. The PeopleLine representative escalated the issue to the IT helpdesk (CIO Service Team) after the employee experienced repeated redirections between teams.\n\nThe IT helpdesk representative confirmed that the employee's ticket (IMC48714619) had already been assigned to the back-end support team responsible for resolving the issue. However, no updates had been provided yet. The IT representative assured the employee that they would update the ticket and personally follow up via email or phone once the back-end team resolved the issue.\n\nThe employee expressed frustration over being redirected multiple times but was reassured that the IT helpdesk would handle the matter moving forward. The call concluded with the IT representative promising to provide updates and the employee thanking them for their assistance.",
    "base64_images": [],
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      "call_summarization_score": 0.8888888888888888
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services, press 1.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: My name is ###.  May I have your personnel number, please?\nSpeaker 3: Hi, this is ########## from Accenture PeopleLine.  I have an employee on my back line.  Her name is ############.  Her personal number is ########.\nSpeaker 2: Thank you for that.  And may I know how should I call you?\nSpeaker 3: Yeah, so my name is ###### from PeopleLine.  So the former employee had contacted us to inform that she is not able to log in to Selenium Defoes application as her personal email address mentions that it's not registered in the application.  And upon investigating, I informed that as per HR records, her personal email address is already updated.  and we had directed to the CIO team to have it registered from your end, but I see the representative has transferred back to PeopleLine.  It's caused an inconvenience.  Can you please have a check on this profile, please?\nSpeaker 2: Yeah, for sure.  May I know if the former employee provided you an existing ticket number?  Yeah.\nSpeaker 3: Let me just bring the employee on the line, just a moment.\nSpeaker 2: Yeah, for sure.\nSpeaker 3: Thank you for staying on hold, #####.  I appreciate your patience.\nSpeaker 4: Yes, thank you.\nSpeaker 3: So, I do have a STI team representative online.  I have just informed that your personal email address has been already updated.  I've also informed that you're not able to access State and DFOS application.  They're having a check on that, okay?  Thank you.\nSpeaker 2: Hi, #####.  I'm sorry, I can't hear you.  Go on.  Hi, #####.  This is ### from CAO Service Team.  Sorry about that, that you're not able to access your Day Force account.  No worries.  I'll try my best to help you with this, but may I know if you have an existing ticket with you regarding this, #####?  I have, yes, I do have a ticket.  Okay.  Can you provide it to me, please, so I can check here?\nSpeaker 4: Sure.  It's IMC48714619.\nSpeaker 2: Thank you so much for that.  Okay.  Thank you for that, #####.  Let me just check here.  What's the status here on the ticket that you provided to me?  So give me a second.  Oh, okay.  So, #####, as per checking here, your ticket has been assigned already to the support team or the back-end support who can provide you the access to the Day 4 site, #####.  And for this one, since it's already been assigned to them but no update yet from the back-end support, #####.  So, for this one, since you called us right now, I'll be updating your ticket right now.  And once they have an update, that you have an access to the Day Foresight, #####, I will be the one to reach out back to you.  But can you, oh, yeah, I have here all the details.  So I will just reach out to you once we have an update, #####, regarding with your ticket, okay?\nSpeaker 4: Okay.  So you will call me?  Because what happened is that the guy told me that I needed to call the people line.  I just talked to the people line, and he asked me to call this other number.  and they called the other number and they asked me to go back to the people line and tell them that I needed to update my email.  So, will you be calling me and give me the status or how does it work, please?\nSpeaker 2: Yes.  So, as per your checking here, #####, you have a contact phone number and also your personal email address.  So, I'll be giving you a call back or send you as well an email once the back-end support will provide us an update regarding with your ticket.  So just wait for my email or I'll call back as well, okay?\nSpeaker 4: Okay.  Thank you.  And can I ask you another question?  Well, never mind.  Never mind.  That's it.  All right.  Thank you so much, #####.  Have a great day.\nSpeaker 2: Thank you as well, #####, and from PeopleLine as well, and have a great day.  Bye.  Yeah.\nSpeaker 3: Thank you so much.\nSpeaker 4: Thank you.  Bye-bye.\n</call_transcript>\n<summary>\nThe call involved a former employee seeking assistance with accessing the Dayforce application. The employee had contacted the company's PeopleLine, reporting that her personal email address was not registered in the application, despite HR records showing it was updated. The PeopleLine representative escalated the issue to the IT helpdesk (CIO Service Team) after the employee experienced repeated redirections between teams.\n\nThe IT helpdesk representative confirmed that the employee's ticket (IMC48714619) had already been assigned to the back-end support team responsible for resolving the issue. However, no updates had been provided yet. The IT representative assured the employee that they would update the ticket and personally follow up via email or phone once the back-end team resolved the issue.\n\nThe employee expressed frustration over being redirected multiple times but was reassured that the IT helpdesk would handle the matter moving forward. The call concluded with the IT representative promising to provide updates and the employee thanking them for their assistance.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with accessing the Dayforce application, the involvement of the PeopleLine and IT helpdesk, and the steps taken to resolve the issue. The information is relevant and focuses on the main topic without extraneous details. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the details from the transcript, such as the ticket number and the actions taken by the IT representative. However, it could be slightly more complete by mentioning the employee's frustration with being redirected multiple times, which is a significant aspect of the call. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key issue of the former employee's difficulty accessing the Dayforce application. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly captures the details of the call, including the employee's ticket number and the IT helpdesk representative's assurances. The summary also provides a fair description of the main problems and resolutions, highlighting the employee's frustration with being redirected multiple times and the IT representative's promise to provide updates.\n\nThe only potential area for improvement is completeness, as some minor details from the call transcript are not included in the summary. However, these details are not crucial to understanding the main issue and resolution.\n\nOverall, the summary is well-written and effectively conveys the key points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Maintains brevity while covering essential points about the access issue and resolution path\n2. Relevance: Focuses on the core problem (Dayforce access) and the steps taken to address it\n3. Coherence: Well-structured, following a logical progression from problem identification to resolution steps\n4. Accuracy: Correctly represents the ticket number, the nature of the issue, and the promised follow-up actions\n5. Completeness: Successfully captures both the technical issue and the customer's frustration with being redirected between departments\n\nMinor improvements could include mentioning that the initial contact was from PeopleLine with the employee on their back line, but this doesn't significantly impact the summary's overall effectiveness. The summary successfully balances detail with brevity while maintaining accuracy and capturing both technical and customer service aspects of the interaction.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "6dabeefc-e1e9-4129-8b8d-c3e0801ce6d0",
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    "predicted_text": "The call involved an employee seeking IT support for a compliance issue with their Mac laptop, which prevented them from logging into Office applications. After verifying the employee's details, including their personnel number, email address, and callback number, the IT support agent confirmed the compliance issue. The agent guided the employee to initiate a remote connection via 123rescue.com to address the problem.\n\nThe agent explained that the issue required advanced troubleshooting by the Level 2 support team, who would assist remotely but not via phone. The employee was informed that the remediation process could take 30 minutes to an hour, depending on the complexity, and was advised to remain available during the session. The call concluded with the agent transferring the ticket to Level 2 support and thanking the employee for their patience.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.\nSpeaker 2: For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate you.\nSpeaker 4: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways.\nSpeaker 5: Thank you for calling your services.\nSpeaker 6: This is ########.  May I have your personal number, please?  Hi, ########.  My personal number is #########.\nSpeaker 5: Sorry, ###?  Yeah, ############, sorry, the last number, please?\nSpeaker 6: Yeah,#\nSpeaker 5: #, so.  ###############.\nSpeaker 6: Yep, that's correct.\nSpeaker 5: All right, let me check here.  Can you move a little bit closer to your microphone?\nSpeaker 6: Oh yeah, sorry, I'm actually wearing the earpods, so yeah, can you hear me?\nSpeaker 5: Right, I can hear you okay.  All right, sorry, could you confirm your Accenture email address also?\nSpeaker 6: Yes, it's ####################################.\nSpeaker 5: All right, thank you so much, #####, and sorry about this issue you're encountering right now.  I'll try my best to assist you today.  Before anything else, do you have any callback number?\nSpeaker 6: Yes, my callback number is ############.\nSpeaker 5: Thank you so much.  How can I help you today?\nSpeaker 6: Yeah, hi.  My laptop seems to be out of compliance again, and I need your help to fix that.\nSpeaker 5: Your laptop is not compliant?\nSpeaker 6: Yeah, that's correct.\nSpeaker 5: Can you still log in to Office?\nSpeaker 6: Yeah.  No, I cannot log into Office, so that's the main problem.\nSpeaker 5: All right, let me double check here.  May I place you in hold first while I check?  Just two to three minutes.  Okay, I'll get back to you.  Please stand by.\nSpeaker 6: Sure, sounds good.\nSpeaker 5: Thank you.  Thank you.  Hi #####, thank you so much for patiently waiting.  I can see that indeed you are on compliance issue.  So let's remediate that, okay?\nSpeaker 6: Okay.\nSpeaker 5: So to remediate that, you need to go to remote connection.  Our level two will do that.  May I know what laptop are you using?  Are you using a Mac?\nSpeaker 6: Yeah, this is a Mac.\nSpeaker 5: Okay.  All right, perfect.  So can you open now?  123rescue.com.  Give me 1 second here.\nSpeaker 6: Yeah.  Okay.\nSpeaker 5: Right still generating.  Just 1 moment.\nSpeaker 6: Okay.\nSpeaker 5: All right, it's #######.  Okay, start to download, please.  All right, that was it.\nSpeaker 6: Yeah.  I'm trying to install.  Okay.\nSpeaker 5: So, I will need your ticket to be assigned to our level to support for advanced troubleshooting.  So, please be aware, okay, that they will assist you remotely, and they do not handle calls.  So the remediation process may take between 30 minutes to one hour, depending on the complexity of your issue.  So please make sure you are available, okay, throughout the session.\nSpeaker 6: Yeah, yeah, okay.  Thank you so much.\nSpeaker 5: Okay, I'll transfer you now to your... Okay.  That sounds good.  Thank you.  Appreciate it.\nSpeaker 6: Okay.  You have a great day.  Okay.  Bye for now.  You as well.  Yeah.  Thanks, ########.  Thank you.  Have a nice day.  Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT support for a compliance issue with their Mac laptop, which prevented them from logging into Office applications. After verifying the employee's details, including their personnel number, email address, and callback number, the IT support agent confirmed the compliance issue. The agent guided the employee to initiate a remote connection via 123rescue.com to address the problem.\n\nThe agent explained that the issue required advanced troubleshooting by the Level 2 support team, who would assist remotely but not via phone. The employee was informed that the remediation process could take 30 minutes to an hour, depending on the complexity, and was advised to remain available during the session. The call concluded with the agent transferring the ticket to Level 2 support and thanking the employee for their patience.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the compliance issue with the Mac laptop, the verification of the employee's details, and the steps taken to resolve the issue. It maintains relevance by focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific issue of being directed to a phishing page, which was part of the broader context of the call. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's IT issue and the steps taken to resolve it. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the employee's issue, the verification process, and the steps taken to address the problem. The summary also captures the main problem (the compliance issue with the Mac laptop) and the resolution (transferring the ticket to Level 2 support for advanced troubleshooting), thus demonstrating completeness.\n\nOverall, the summary meets all the criteria effectively, providing a clear, concise, and accurate overview of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Presents essential information without unnecessary details, maintaining brevity while covering key points.\n2. Relevance: Focuses on the main issue (compliance problem), verification process, and resolution steps.\n3. Coherence: Well-structured flow from problem identification to solution steps and next actions.\n4. Accuracy: Correctly represents the conversation details, including the type of device (Mac), the issue (compliance/Office login), and support process.\n5. Completeness: Includes all crucial elements - initial problem, verification process, immediate solution attempt (123rescue.com), and escalation to Level 2 support with expected timeframes.\n\nMinor improvement could be mentioning the initial automated message about MyKey performance issues, though it wasn't directly relevant to this specific case. Overall, the summary provides a clear, accurate, and well-organized representation of the interaction.",
        "claude_score": 9.0
      }
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    "predicted_text": "An employee contacted the company's IT helpdesk to resolve an issue with their Outlook application, which was showing as \"disconnected\" despite the internet being active. The employee had already attempted to restart their computer and troubleshoot the issue. After providing their personnel number, email, and callback information, the helpdesk agent inquired about the type of device being used (a Windows Accenture laptop) and the exact error message displayed. During the call, the employee refreshed the application, which resolved the issue. The agent confirmed the resolution, thanked the employee, and informed them they would receive a feedback request via email. The call concluded on a positive note.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing, press 0.  For Technology and Business Application Support, press 1.  For Mobile, please enter your 8-digit personnel number.  All agents are currently assisted.\nSpeaker 2: Hi, this is ###### from CIO Service Desk.  May I have your personnel number, please?\nSpeaker 3: Hi, ##########.\nSpeaker 2: Okay, and how about your Enterprise ID or Accenture email?\nSpeaker 3: #######, #############,  .#  ######, #######, as in ### # #.\nSpeaker 2: Okay, and how about your callback number, #######?  ########.  Okay.  So, yep.  How can they help you today?\nSpeaker 3: My Outlook is disconnected, and the Internet is on.  I've tried resetting and restarting my computer a couple times, and it says it was last updated at 11:23.  Uh-huh.\nSpeaker 2: Okay.  So, by the way, I'm very sorry to hear, #######, that your Outlook is disconnected, but don't worry, since you got me here on the line, I am more than happy to assist you with this one, okay?\nSpeaker 3: Okay.\nSpeaker 2: By the way, may I ask, #######, what machine you are using?\nSpeaker 3: My Accenture laptop.  It's a Circus.\nSpeaker 2: Is it a Windows or eMac?\nSpeaker 3: Windows.\nSpeaker 2: May I ask the exact Message that you're getting.\nSpeaker 3: It's just saying disconnected.  I. You can try refreshing it.  Oh, my goodness.  I'm so sorry.  I had to, I had to refresh.  I had to press the refresh button, but it's working now.\nSpeaker 2: Okay, I see.  So just to make sure.  You're very much welcome.\nSpeaker 3: Thank you.\nSpeaker 2: Yep, we will tag you TTS as #### ######## and you will get us a review by email, okay?  Have a great day!  Thank you!\n</call_transcript>\n<summary>\nAn employee contacted the company's IT helpdesk to resolve an issue with their Outlook application, which was showing as \"disconnected\" despite the internet being active. The employee had already attempted to restart their computer and troubleshoot the issue. After providing their personnel number, email, and callback information, the helpdesk agent inquired about the type of device being used (a Windows Accenture laptop) and the exact error message displayed. During the call, the employee refreshed the application, which resolved the issue. The agent confirmed the resolution, thanked the employee, and informed them they would receive a feedback request via email. The call concluded on a positive note.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with Outlook, the troubleshooting steps taken, and the resolution. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the details from the transcript correctly. However, it misses some minor details, such as the specific error message \"disconnected\" and the fact that the employee apologized for needing to refresh. Overall, it provides a fair description of the main problem and resolution.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their Outlook application and the resolution process. The summary has a clear structure, making it easy to understand and follow, thus demonstrating coherence. The information presented is factually correct, with no false or misleading information, ensuring accuracy. Lastly, the summary provides a fair description of the main problem and its resolution, covering the key points discussed during the call, which indicates completeness. Overall, the summary meets all the criteria for a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call while maintaining brevity. It accurately describes the initial problem (Outlook disconnection), previous troubleshooting attempts, and the ultimate resolution through refreshing the application. The information flow is logical, starting with the problem description, moving through the identification process, and ending with the resolution. All relevant details are included, such as the device type and the fact that internet connectivity was present. The summary also accurately mentions the follow-up process with the feedback request.\n\nThe summary maintains coherence by presenting information in a clear, chronological order. It doesn't include unnecessary technical jargon or irrelevant details from the conversation. The resolution is clearly stated, and the conclusion of the call is properly documented. The only minor improvement could have been mentioning that the resolution was discovered by the user themselves during the troubleshooting process, but this doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
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  {
    "instance_id": "d98802d5-ec1e-4dba-87f8-b4d0ce01cf38",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to resolve a recurring pop-up issue on their laptop, which displayed the message \"IT security policy executable blocked.\" After verifying the employee's details, the IT agent proposed troubleshooting the issue via a remote session. The employee followed instructions to access a remote support tool, allowing the agent to control their machine.\n\nThe agent began troubleshooting the issue and requested permission to continue working on the problem through the remote session while ending the phone call. The employee initially preferred to stay on the call for updates but eventually agreed to communicate via the remote session's chat feature. The agent assured the employee they would notify them through the chat once the issue was resolved. The call concluded with the agent continuing the troubleshooting remotely.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.  For video conferencing services such as... For technology and business application support, press 1.  For mobile...\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your...\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my T. When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please.  Hi.\nSpeaker 4: Thank you for calling Service Desk.  This is #####.  Can I have your personnel number or your employee number?\nSpeaker 5: Hi, good afternoon.  This is #######.  My personnel number is ########.\nSpeaker 4: Okay, thank you so much for this one.  And I'm going to go ahead and pull up your account.  Okay, just one moment.\nSpeaker 5: Okay.\nSpeaker 4: And can you also confirm to me your Accenture email?\nSpeaker 5: It's ###############################.\nSpeaker 4: Okay, thank you so much for this one, ######.  How about your best callback number, just in case you get disconnected?\nSpeaker 5: It's ############.\nSpeaker 4: Okay, thank you.  So how can I help you today, ######?\nSpeaker 5: So I'm continuously getting a pop-up on my laptop that says, IT security policy executable blocked.  And in spite of saying OK or closing it, it is just popping up again and again and again.  Need help with resolving this?  I can share my screen if you want.\nSpeaker 4: I see.  I don't understand what you're going through right now, ######.  But no worries, since you have me on the line, I'll do my best to help you with this, OK?  So with regards of your concern that you're having a pop-up about the executable block, What we're gonna do is we'll have to undergo, I mean, to do a photo troubleshooting on your machine.  Would it be fine if we will do a remote session on your machine so that I can control it?\nSpeaker 5: Yeah, that is fine.\nSpeaker 4: Okay.  Kindly open a browser and then search for the 123rescue.com.\nSpeaker 5: 123rescue.com, right?\nSpeaker 4: Yes.\nSpeaker 5: Okay, I did it.  Enter pin code.  It's asking me to enter pin code.\nSpeaker 4: OK.  Let me just generate it here in my end.  Hold on.\nSpeaker 5: OK.  OK.\nSpeaker 4: OK.  So here it is.  2, 2, 6, 7, 4, 2.\nSpeaker 5: Sorry, can you please repeat it?\nSpeaker 4: Yeah, sure.\nSpeaker 5: 2, 2, 6, 7, 4, 2.  Okay, I put that and clicked on start download.\nSpeaker 4: Yes, start download and then once downloaded, sorry to cut you out, go to your downloads file and then right click on the link and run as administrator.\nSpeaker 5: Run as administrator.  Yep, I have done that.  I'm putting the reason as business, Accenture business.\nSpeaker 4: Yes, please.\nSpeaker 5: Okay, great.  She's waiting for technician.  Okay.\nSpeaker 4: Okay, so let me just accept you in my ad.  Hold on.  One moment.  OK, if there is a prompt in your end, kindly click OK.\nSpeaker 5: Yes, I clicked on OK.\nSpeaker 4: OK, so right now, I will be doing a further troubleshooting with regards of this executable block.  Would it be fine if I control your machine?\nSpeaker 5: Yes, please, go ahead.\nSpeaker 4: OK, just one moment.  And while navigating on that, would it be fine if I put the call and hold for two minutes?\nSpeaker 5: Yes, that would work.\nSpeaker 4: Okay, thank you.  ####, you stay on the line.\nSpeaker 5: Yeah.\nSpeaker 4: Hi, ######.  Thank you so much for patiently waiting.  I'm still navigating your machine, and I'm still doing the troubleshooting.  And for this, would it be fine if we will continue here in the remote session, continue communicating here, and we will just hang up the call?\nSpeaker 5: At what?  Yeah.  So you're saying that you are still working on this issue, right?\nSpeaker 4: Yes.  I will be staying here in the remote session, and I'll be at home.  troubleshooting your machine to resolve this executable block, and then would it be fine if we will hang up the call and continue here in the remote?\nSpeaker 5: Yeah, that would work.\nSpeaker 4: I can stay online, by the way.  Okay, so kindly stay on the remote session.  also, okay, while I'm doing the troubleshooting in your laptop.  Okay, thank you so much.\nSpeaker 5: I will stay on the phone as well.  All right, thank you.\nSpeaker 4: Yeah, thank you and have a great day.  Bye-bye.\nSpeaker 5: So you're saying that you'll drop from the call?\nSpeaker 4: Yes, and I'll be staying here in the remote session.\nSpeaker 5: Okay, okay.  It would be good if we are staying on the call.  That way I know when you have finished working and I can resume back if that would work.\nSpeaker 4: No worries.  If I'll be done doing the troubleshooting, I'll just chat you here in the remote session.  This chat box, this one.  I'll let you know here.  Okay.  Okay, got it.  Okay.  Thank you.  Have a great day.  Bye-bye.\nSpeaker 5: Thank you so much.  Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to resolve a recurring pop-up issue on their laptop, which displayed the message \"IT security policy executable blocked.\" After verifying the employee's details, the IT agent proposed troubleshooting the issue via a remote session. The employee followed instructions to access a remote support tool, allowing the agent to control their machine.\n\nThe agent began troubleshooting the issue and requested permission to continue working on the problem through the remote session while ending the phone call. The employee initially preferred to stay on the call for updates but eventually agreed to communicate via the remote session's chat feature. The agent assured the employee they would notify them through the chat once the issue was resolved. The call concluded with the agent continuing the troubleshooting remotely.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the pop-up message, the verification of the employee's details, and the troubleshooting steps taken by the IT agent. The information presented is relevant to the main topic and follows a clear structure, making it easy to understand and follow. The summary is factually accurate and does not contain any misleading information. However, it could be slightly more complete by mentioning the specific website (123rescue.com) used for the remote session and the initial reluctance of the employee to end the call. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the employee's problem and the IT agent's troubleshooting efforts. The structure and flow of ideas are clear, making it easy to understand and follow.\n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the employee's issue, the IT agent's proposed solution, and the agreement to continue troubleshooting via the remote session. The summary also provides a fair description of the main problem and resolution, meeting the completeness criterion.\n\nHowever, some minor details, such as the initial automated messages and the employee's Accenture email, are omitted, but these do not significantly impact the overall understanding of the call.\n\nOverall, the summary effectively conveys the essential information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (recurring IT security policy executable blocked pop-up)\n2. Accurately describes the solution process (remote troubleshooting)\n3. Includes the verification process and tools used\n4. Captures the discussion about communication preferences\n5. Maintains a logical flow of events\n\nThe summary is concise while including all essential information. It's highly relevant, focusing on the technical issue and resolution process without unnecessary details. The coherence is strong, with events presented in a logical sequence. The accuracy is excellent, with no misrepresented information from the original transcript. In terms of completeness, it covers both the problem and the resolution process.\n\nThe only minor limitation is that it doesn't mention the final resolution of the issue, but this is because the transcript ends before the resolution is reached. Given this is a limitation of the source material rather than the summary itself, it doesn't warrant a deduction.",
        "claude_score": 9.0
      }
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    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk after being locked out of the Microsoft Teams app on their mobile phone. The employee explained that they were stuck in a loop between the Microsoft Authenticator app and Teams, unable to log in. The helpdesk agent confirmed the issue and asked if the employee had recently changed phones, which they had not. The employee described the error, noting that they use a passwordless login method.\n\nDuring the call, the Teams app unexpectedly began working again, allowing the employee to log in. The agent suggested that if the issue recurs, the employee could use a temporary access pass via a specific company link to bypass the Authenticator app. The agent also recommended restarting the phone if similar glitches occur in the future.\n\nThe employee noted that recent chats had not synced on their phone, and the agent explained that it could take up to 30 minutes for messages to fully load. The employee agreed to monitor the situation and call back if further issues arise. The call concluded with the agent providing follow-up instructions and thanking the employee.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.  Please enter your 8-digit personnel number.  Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a non-phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.  All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on tech support.\nSpeaker 2: Hi, this is ###.  Thank you for calling CIO Service Desk.  Can I have your employee number?  ###############.  Thank you.  And can I confirm your enterprise ID?\nSpeaker 3: #############.\nSpeaker 2: Hi #####, so in case this call got disconnected, can I have your callback number?  ############.  Thank you so much, and how can I help you today?\nSpeaker 3: I've gotten locked out of my Teams application on my phone.\nSpeaker 2: I see.  To confirm your issue, you are locked out from your Teams application on your mobile phone?\nSpeaker 3: Yep, I just come stuck in a loop between the Authenticator app and the Teams app.\nSpeaker 2: I see.  That's for sure.  I'll be assisting you with this, #####, and I'm sorry for the inconvenience.  So regarding for this, just to confirm, have you changed your phone for your Authenticator app?\nSpeaker 3: Have I changed it?\nSpeaker 2: Yes.  Is it a new phone or is it the same phone?\nSpeaker 3: No, same phone.  It just started happening in the middle of the day today.\nSpeaker 2: I see.  And what is the error that you're getting once you try to log into Teams?\nSpeaker 3: So, it says, Microsoft Teams, select an account to sign in.  I select my account.  It then opens the Authenticator app.  It says enter password, but I am passwordless.  So I use an app instead.\nSpeaker 2: Uh-huh, correct.  And then... Oh, wait.\nSpeaker 3: Is this going to work all of a sudden?  It's wild.  Hang on.  Sorry.\nSpeaker 2: So what are you seeing right now?\nSpeaker 3: For the longest time, it wouldn't let me put in a... code and now just let me, so it's loading the app right now, so let me just protect it.  It's protecting this app, so let me see what happens here once it loads.\nSpeaker 2: Yes.  So in case also the issue or your password assigning would fail again, I can recommend that you can create a temporary access pass on your Accenture machine and that would be used as a login option as well.\nSpeaker 3: Okay.\nSpeaker 2: So, shall I bring you the link for the temporary access pass case?\nSpeaker 3: It is, what is it, mypasswordlist.accenture.com.  Correct.\nSpeaker 2: And you'll be choosing temporary access pass request.  So, sometimes it happens once your phone is experiencing some updates or having overloaded too many apps that was opened.  so the Authenticator may experience some errors or some glitches.  But in case it happens, just restart your phone and try again logging in.  If it still has error, you can use the temporary access pass and it will bypass the error on your Authenticator app.\nSpeaker 3: Okay.  So I'm logged back in to Teams.  But if I'm looking at the chats, for instance, the chats from today when my phone stopped working have not synced with the chats on my laptop, if that makes sense.\nSpeaker 2: I see.  So since you just logged in, so just give it a time for it to load.  Usually, it takes around at least 30 minutes for all your messages on your teams to load back up.\nSpeaker 3: OK.  OK.  I'll see if it works, and then I'll call back if I have any more issues.  Thanks for your help.\nSpeaker 2: You're welcome, #####.  So as a resolution for this, you'll be receiving a survey via email.  But if the issue still persists, don't worry, the ticket can still be reopened within 72 hours.  If you do have some feedbacks, please provide one.  Thank you for calling and have a great day ahead.\nSpeaker 3: Thank you.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk after being locked out of the Microsoft Teams app on their mobile phone. The employee explained that they were stuck in a loop between the Microsoft Authenticator app and Teams, unable to log in. The helpdesk agent confirmed the issue and asked if the employee had recently changed phones, which they had not. The employee described the error, noting that they use a passwordless login method.\n\nDuring the call, the Teams app unexpectedly began working again, allowing the employee to log in. The agent suggested that if the issue recurs, the employee could use a temporary access pass via a specific company link to bypass the Authenticator app. The agent also recommended restarting the phone if similar glitches occur in the future.\n\nThe employee noted that recent chats had not synced on their phone, and the agent explained that it could take up to 30 minutes for messages to fully load. The employee agreed to monitor the situation and call back if further issues arise. The call concluded with the agent providing follow-up instructions and thanking the employee.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with being locked out of Microsoft Teams, the troubleshooting steps, and the resolution. It maintains relevance by focusing on the key aspects of the conversation without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events and the agent's recommendations. The information is accurate, reflecting the actual dialogue and steps taken during the call. However, the summary could be slightly more complete by mentioning the initial high call volume and the agent's offer to send a survey and reopen the ticket if needed. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with the Microsoft Teams app and the helpdesk agent's resolution. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, with no apparent false or misleading information. The summary also provides a fair description of the main problems and resolutions, covering the employee's initial issue, the agent's suggestions, and the eventual resolution.\n\nThe only potential improvement could be in completeness, as some minor details from the call transcript (such as the initial automated message about performance issues with MyT) are not included in the summary. However, these details are not crucial to understanding the main issue and resolution, and their omission does not significantly impact the summary's overall quality.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (Teams login loop problem)\n2. Accurately describes the troubleshooting process\n3. Includes the resolution (spontaneous fix)\n4. Mentions preventive measures (temporary access pass option, phone restart)\n5. Notes the follow-up issue with chat syncing\n6. Includes the agent's guidance about sync timing\n\nThe summary is well-structured, flowing logically from problem to resolution. It maintains relevance throughout, avoiding unnecessary details while including all crucial information. It's concise yet comprehensive, accurately representing the conversation without misrepresenting any facts. The only minor omission is the detail about the 72-hour ticket reopening window, but this isn't critical to the core issue and resolution.\n\nThe summary demonstrates strong coherence, making the technical issue and its resolution easily understandable while maintaining accuracy and providing complete coverage of the essential elements of the interaction.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "40ff9733-9aba-4b91-a287-4f9392cc3b10",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee, Zainab, seeking assistance from the IT helpdesk to regain access to her account. Zainab provided her personnel number, email address, callback number, and an incident ticket number (INC48639634) that her manager had reportedly approved. However, the helpdesk agent, Rai, was unable to locate the ticket in their system, as it appeared to still be pending. Rai also could not verify the manager's name (Eunice Emery James) associated with the ticket.\n\nZainab expressed confusion, as her manager had informed her that the request was approved. Rai suggested that Zainab confirm the ticket details and manager's name with her manager and call back once the information was verified. Rai explained that the ticket's pending status prevented the creation of a temporary access pass. Despite Zainab's repeated attempts to clarify the issue, Rai reiterated that the system did not reflect the ticket as approved and advised her to follow up with her manager for resolution. The call ended with Rai apologizing for the inconvenience and asking Zainab to call back once the issue was clarified.",
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    "annotations": {
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        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: Transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, press 0.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  Please enter your 8-digit personnel number so we can locate your details if you are a contractor.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 1: My name is Rai.  Can I see your personal number?  Yes.  117-550-80.  117-550-80, am I correct?  Yeah.  Thank you so much.  One moment, please.  Can I have also your Accenture email address, please?\nSpeaker 4: zainab.yamkarawawa.accenture.com.\nSpeaker 1: And your callback number?  832-289-5152.  Okay, one moment, please.  Let me confirm your callback number is 832-289, correct?  5152.  832-289-5152.  Thank you so much.  Let me go ahead and pull up your account here.  Please bear with me.  Thank you so much.  Well, once I can sign up, I need to check your account here.  Okay.  Once I can sign up.  Okay.  Thank you so much for waiting.  By the way, Sainab, how can I help you today?\nSpeaker 4: Okay.  I have the incident number for my manager approval, so I need to be able to access my account because I can't log in right now.\nSpeaker 1: Sorry to hear about that one that you cannot log in.  You're having an issue to log in, but you already have the ticket number from your manager who were able to approve the request, correct?  Can you provide the ticket number with that?  Yeah.  INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634 INC48639634.  Okay, I need to check this ticket.  One moment.  Thank you.  Okay.  Thank you.  Hello.  Yeah.  Can you please verify, I just want to check, 48639634, right?  Yes.  Okay, and then can you please confirm the full name of your manager who vouched the request?\nSpeaker 4: Eunice Emery James, Y-U-N-U-S Emery, E-M-R-E, James, G-E-N-M.\nSpeaker 1: One moment.  Okay, again, just to make it sure, because I need to check this one to our system sign up.  Okay.  Again, I just to confirm if I get the correct incident ticket number, that would be.  486, correct?  Yes.  And then 396, correct?\nSpeaker 4: Yes.\nSpeaker 1: And then 34?  Yes.  Okay, 486, 396, 34.  So please give me like a quick, real quick for this one.  I need to check this ticket number that you provided to me, okay?  Okay.  Thank you so much.  I will be placing this call now.  Just one to two minutes of your time, please.  Just to check this for you.  Okay.  Thank you so much.  Hello?  Hi.  My apologies for the long wait.  You mentioned a while ago that your manager was already providing the ticket number.  However, upon checking the ticket that you provided here on my end, I'm sorry, it's not visible to our end right now.  The 48639634.  I really need your help real quick, Sainab, that you need to reach out back to your manager because the ticket is not showing in our system.  It's not visible.  So please reach out to your manager right away so that we can continue to help you to create a temporary access pass for you to log in to your machine, Sainab.  Okay, my apology, because you are given like 486-639.  Sorry.  It's not 639.  It's 396.  396, right?  Yeah.  Okay.  486-39634.  Yes.  Okay.  I'm so sorry.  The ticket that you provided is not visible to our system.  So please, I really need your help to reach out back to your manager.  And once she provided the ticket number, give us a call back so that we can continue to create a temporary access pass for you to be able to log in, please.  Okay?  Okay.\nSpeaker 4: So, I mean...\nSpeaker 1: Okay, but... My apology.  The one that you gave me again is 486-396-34.  Okay.  So it's not visible to our system right now.  So I really need your help to call or reach out to your manager.  And then once just to confirm the ticket that you provided to your manager is in.  Okay.  And then once it will already check, please give us a call back because we need to help you to create a temporary access pass to log in your account.  Okay.  So thank you so much for understanding.  Yes, the one that you provided is not visible to our end.  So that's the reason why we need your help to reach out back to your manager who approved the request and then give us a call back and then try to ask your manager the ticket that you have just to confirm if that is correct.  incident ticket, okay?  Okay.  I know, I know.\nSpeaker 4: I'm asking, what I'm asking is that the number, the ticket number you're looking for, what letter should it start with?\nSpeaker 1: Because I am INC.  INC, yes.  INC, India, November, Charlie, and the ticket that you provided.  Yes.  INC 48639634.  Upon checking our system, it's not showing in our end.  Okay.  Okay, that's a good question because once your manager already reached you out, that means it was already approved.  However, just to confirm again that the ticket that you provided to me is not visible to our end.  Okay, so I really need your help sign up to call back or reach out back to your manager to just to confirm if you are getting the correct ticket number as well.  That's really need for me to be able to create a temporary response because the ticket again that you provided is INC 486.  Correct?  And then.  Yeah, 39634, but asking is like between the approval or and the.  And like, we're showing it on your system, but can there be some sort of like a delay or something?\nSpeaker 4: I'm sorry, again, 486396, correct?\nSpeaker 1: Yeah, 34, yeah.  Okay, 1 moment.  I'm so sorry.  48639634, correct?\nSpeaker 4: Yes.\nSpeaker 1: Okay, I have already.  Yes, I'm sorry.  It was a delay in response to our system right now.  My apologies.  Okay.  And then can you repeat again the full name of your manager?\nSpeaker 4: Eunice Emery-James, Y-U-N-U-S, Emery, E-M-R-E, James, G-E-N-E-S.\nSpeaker 1: I'm so sorry, the manager that we provided is not marked in our system.  Do you happen to remember that one?\nSpeaker 4: I mean, there's Eunice, and then there's Andrew, Andy Domenico.  But Eunice is the one who told me he approved of my request.  So the only other person it could be was Andrew Domenico.\nSpeaker 1: He was the previous manager.  So Andrew, A-N-D-R-E-W Domenico, D-O-M-E-N-I-C-O.  Okay.  Again, I'm sorry.  The one that approved the request with the ticket number 48639634, okay, is not matching our system.  Okay, so I would like to ask right now, upon checking the ticket for 8639634, sign up.  I just want to confirm to you right now, the ticket still pending.  Okay.  And then, wait for the manager who will be reaching you out, because once your manager will get the ticket and approve the request, He or she, he or she will be reaching you out and provide and make able to confirm that the ticket was already approved.  Because upon tracking the ticket right now, for 8, 6, 3, 9, 6, 3, 4, still pending.\nSpeaker 4: But the manager already reached out to me.  He said it was approved.  He only.  he already said he got it and approved it.\nSpeaker 1: That's why.  I am really sorry, the one that provided the manager's name is not visible to our end.  Okay, but no worry, just since this is still an open ticket, if you have like a number for them to reach out, you can actually make a follow up as well.  But then again, the manager, As for check with this ticket, we cannot really check the manager's name in our system, but you can only check the INC 48639634 upon the status of this ticket still pending.  Okay.  No worry.  I will make a note here.  And then if in case your manager will be reaching you out, please give us a call back.\nSpeaker 4: Okay.  Is the manager name wrong?\nSpeaker 1: Like, is that the problem?  Did I give the wrong manager name or something?  I'm so sorry.  Regarding for the manager that you provided, it's not visible to our end.  So that's the reason why the tickets still on pending.  I am really sorry.  That's the reason why I need your help.  If there's a way you can reach out to help with your manager, you can actually coordinate with them if you have time or if you can remember those managers that are within your within their level.  So that's the reason why.  Or if you want, just wait for your managers to reach you out and give the correct full name of the manager and make sure once you have a full name of your manager who approved the request with the ticket that you provided for 8639634, I will need your help to please give us a call back.  Okay?  So thank you so much for understanding.\nSpeaker 4: Okay, so the problem is that you don't have the manager's name or like, or what is the problem?  that you don't like that?  The manager's name was incorrect.  I guess that's what I'm saying.  Because I mean, that's the name that.  So, if you like, I already did, you already have that, like, nothing's gonna change and you already submitted the approval.\nSpeaker 1: That is really a good question, but because just to set the expectation, once we check the ticket number, the INC48639634, if this ticket is already approved, we can definitely check the manager's name.  Okay.  Since the tickets sell on pending, please wait for your manager to reach you out and provide with the full name.  You need to ask with the full name of the manager who approved the request.  Okay, and then once you have the full name, because right now we're checking our system, the ticket, INC48639634 is still pending.  I'm so sorry.  Okay?  So wait for your manager to reach you out.  And once you have already the full name of your manager, since you have already the ticket, please give us a call back.  Thank you so much, and bye for now.\n</call_transcript>\n<summary>\nThe call involved an employee, Zainab, seeking assistance from the IT helpdesk to regain access to her account. Zainab provided her personnel number, email address, callback number, and an incident ticket number (INC48639634) that her manager had reportedly approved. However, the helpdesk agent, Rai, was unable to locate the ticket in their system, as it appeared to still be pending. Rai also could not verify the manager's name (Eunice Emery James) associated with the ticket.\n\nZainab expressed confusion, as her manager had informed her that the request was approved. Rai suggested that Zainab confirm the ticket details and manager's name with her manager and call back once the information was verified. Rai explained that the ticket's pending status prevented the creation of a temporary access pass. Despite Zainab's repeated attempts to clarify the issue, Rai reiterated that the system did not reflect the ticket as approved and advised her to follow up with her manager for resolution. The call ended with Rai apologizing for the inconvenience and asking Zainab to call back once the issue was clarified.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the key details such as Zainab's personnel number, email address, callback number, and the incident ticket number. It also accurately describes the issue with the ticket being pending and the inability to verify the manager's name. The relevance is high as it focuses on the main topic of the call, which is Zainab's access issue and the helpdesk's response. The coherence is good, with a clear structure and flow of ideas that make it easy to follow. The accuracy is also high, as the summary does not contain any false or misleading information. However, the completeness could be slightly improved by mentioning the repeated verification of the ticket number and the manager's name, which was a significant part of the call. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key issue of Zainab's account access and the helpdesk's inability to verify the ticket. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the ticket number, manager's name, and the helpdesk's responses. The summary is also complete, providing a fair description of the main problems and resolutions discussed in the call.\n\nHowever, the summary could be improved by providing more context about the initial issue with the \"gone phishing page\" and the high call volume, which may have contributed to the delay in resolving Zainab's issue. Nevertheless, the summary effectively captures the essence of the call and the key issues discussed.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main participants and issue (Zainab's account access problem)\n2. Includes essential details like the incident ticket number and attempted manager verification\n3. Clearly presents the main conflict (system showing pending status vs. manager's claimed approval)\n4. Maintains good coherence by presenting events chronologically\n5. Concisely captures the resolution (Rai's request for Zainab to verify details with manager)\n\nHowever, there are minor areas for improvement:\n1. Could have mentioned the initial system delay that caused confusion (when Rai first couldn't find the ticket, then found it)\n2. Could have included the alternative manager name mentioned (Andrew Domenico)\n3. The length is slightly longer than necessary, with some redundant information about the pending status\n\nOverall, the summary maintains high accuracy, good coherence, and covers all essential points while remaining relevant throughout.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "1716abae-6d83-4dc8-a89a-20c7a4394d50",
    "train_trial_index": 0,
    "predicted_text": "The call transcript outlines an interaction between an employee and the IT helpdesk of a company. The automated system provides various options for resolving common technical issues, such as password resets, account deactivation, and support for applications, devices, and video conferencing services. It directs users to self-help resources like TechSoup and specific websites (e.g., myid.accenture.com) for password restoration. Callers are required to provide details such as their employee ID, start date, and registered mobile number for authentication.\n\nThe system also offers the option to speak with a live agent if self-service options are insufficient. However, due to high call volumes, callers may experience delays and are encouraged to explore online resources for faster resolution. The call concludes with a live agent requesting the caller's enterprise ID and phone number to assist further.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 418.0,
      "num_output_tokens": 164.0,
      "inference_runtime": 7.645416975021362,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8148148148148149
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For access and password support, press 0.  For applications, technology, telecom, and mobile devices, press 1.  For video conferencing services including TelePresence, Surface Hub, and Accenture Connected Learning, press 2.  For MyLearning support, press 3.  You can also self-manage and resolve incidents through TechSoup.\nSpeaker 2: HTTPS://go.passwordless.com/.gopasswordless.  If you are passwordless, press 1 to talk to an agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with password and unlock reset options.\nSpeaker 3: If you cannot log in to your PC due to an error in the login screen indicating that your account has been deactivated, press 9.  If you have forgotten your password or it is expired, the fastest and easiest way to restore it is to visit myid.accenture.com from any personal PC or mobile phone.  If you wish to restore your password through the automated password restoration unit, press 2.  To repeat, press 3.  You will need to have your employee number, the start date in Accenture and your registered mobile phone to receive the authentication code of a single use.  Press 1 if you have the required details and your registered mobile phone.  Otherwise, press 2 to talk to a live agent.  To repeat, press 3.\nSpeaker 4: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\nSpeaker 3: Thank you for contacting CIO service desk.  Can I have your enterprise ID and phone number?\n</call_transcript>\n<summary>\nThe call transcript outlines an interaction between an employee and the IT helpdesk of a company. The automated system provides various options for resolving common technical issues, such as password resets, account deactivation, and support for applications, devices, and video conferencing services. It directs users to self-help resources like TechSoup and specific websites (e.g., myid.accenture.com) for password restoration. Callers are required to provide details such as their employee ID, start date, and registered mobile number for authentication.\n\nThe system also offers the option to speak with a live agent if self-service options are insufficient. However, due to high call volumes, callers may experience delays and are encouraged to explore online resources for faster resolution. The call concludes with a live agent requesting the caller's enterprise ID and phone number to assist further.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call transcript, such as the options for resolving technical issues, the use of self-help resources, and the need for specific details for authentication. It is relevant to the main topic, focusing on the interaction between the employee and the IT helpdesk. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. However, there are some inaccuracies: the summary mentions \"TechSoup,\" which is not explicitly stated in the transcript, and it implies that the call concludes with a live agent, which is not clear from the transcript. The summary is mostly complete but could be more precise in detailing the specific options provided by the automated system. Overall, the summary is of good quality but has minor inaccuracies and could be slightly more detailed.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary effectively conveys the main information from the call transcript, covering the automated system's options, self-help resources, and the option to speak with a live agent. It is concise, with a clear structure and flow of ideas, making it easy to understand and follow. The information presented is relevant to the main topic and factually correct, with no false or misleading information. The summary also provides a fair description of the main problems and resolutions based on the original call transcript.\n\nHowever, the summary could be improved by omitting some minor details, such as the specific websites mentioned, to make it even more concise. Additionally, the summary does not explicitly state that the caller did not interact with the automated system, but rather waited for a live agent. Despite these minor issues, the summary overall is of high quality.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call transcript with strong attention to detail:\n\n1. Conciseness: It efficiently condenses the menu options and authentication requirements into clear, digestible information without unnecessary verbosity.\n\n2. Relevance: All information included directly relates to the helpdesk system's structure and available support options.\n\n3. Coherence: The summary follows a logical flow, starting with available services, moving to self-help options, and ending with live agent support.\n\n4. Accuracy: The summary correctly represents the transcript's content, including specific details like website URLs and required authentication information.\n\n5. Completeness: It covers all major aspects of the transcript, including password reset options, various support channels, authentication requirements, and the final live agent interaction.\n\nMinor improvement could be made by mentioning the specific \"passwordless\" option mentioned in the transcript, but this doesn't significantly impact the overall quality. The summary successfully balances detail with brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "7856eae7-951d-49c5-949d-092319dfa6fe",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to report a hardware issue with their computer. The employee explained that after returning from a break, their system flickered, shut down, and displayed an error message about the processing fan. While attempting to access the BIOS setup, their keyboard sparked, prompting them to unplug the device. The computer would not power back on.\n\nThe IT representative guided the employee through basic troubleshooting steps, including holding the power button to drain residual power, but the issue persisted. As the computer remained unresponsive, the IT representative escalated the issue to the local tech office for further assistance. The employee confirmed their location and email access for follow-up communication. The IT representative provided a ticket number (INC #########) for reference and assured the employee that the local tech team would contact them with next steps. The call concluded with the employee thanking the representative.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 931.0,
      "num_output_tokens": 173.0,
      "inference_runtime": 5.454618453979492,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 1.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 4: Hi, this is ####### from CIO.  May I have your personal number, please?\nSpeaker 5: ##, #######.  ###########.\nSpeaker 4: ###########.  Is that correct?\nSpeaker 5: Yes, that's correct.\nSpeaker 4: How about your Accenture email address?\nSpeaker 5: ###############################.\nSpeaker 4: And then your callback number, ########?  ############.\nSpeaker 5: ############.  Correct.\nSpeaker 4: All right.  How can I help you today, ########?\nSpeaker 5: I think my computer's dead.  I went to break and I came back and my system flickered and then it shut off by itself.  and As it started to reboot, I noticed the fan was, I couldn't hear the fan anymore.  And then it gave me like a error or a notice saying that it was trying to test the processing fan or to press escape or F2 for the bio setup.  And as I was trying to press for the bio setup, my keyboard started sparking.  So I unplugged it and now it's It's not doing anything.  Well, I haven't tried it, but I don't know what to do.\nSpeaker 4: All right.  My apologies for the inconvenience there, ########, but since you're caught on the line, I'll try my best to help you out with your laptop.  So we'll just try first to run some basic troubleshooting before we can conclude that it should be replaced.  So first, since it's unplugged already, press and hold the power button continuously for about two to three minutes.\nSpeaker 5: Okay.\nSpeaker 4: That process will leave when you leave it pressed to drain to residual power.  Then we'll try to turn back on after two to three minutes.\nSpeaker 5: Okay.\nSpeaker 4: Make sure to hold it until that time frame, okay?\nSpeaker 5: Yeah, I'm holding it.\nSpeaker 4: Okay.  Thank you.  I'm waiting.  Can we please hold for 10 minutes?  Then I'll get back to you.\nSpeaker 5: All righty.\nSpeaker 4: Thank you.  Hello, ########.  Thank you for patiently waiting.  So is it turning off?  Can you try to turn it back on?  Just pressing it once.\nSpeaker 5: It does not turn on.\nSpeaker 4: All right.  With that being said, ########, we will be assigning your ticket instead to the local tech, your local tech office.  So first, I will be confirming where are you located for me to assign this one to the nearest office location?\nSpeaker 5: My local office is ######, #####.\nSpeaker 4: Okay, thank you so much.  And do you have access to your Accenture email address?  If not, I will be getting your personal email address just in case they will email you.\nSpeaker 5: Yes, I have access to my Outlook, my Accenture.\nSpeaker 4: All right.  Okay.  With that being said, just wait for them to further assist you regarding this.  They will contact you and give you steps on how this will be resolved.  Okay.  Thank you so much for your time today, ########.  You have a great day.\nSpeaker 5: Can I have my ticket number?\nSpeaker 4: Sure.  That's INC #########.\nSpeaker 5: Thank you.\nSpeaker 4: You're welcome.  Bye.\nSpeaker 5: Bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to report a hardware issue with their computer. The employee explained that after returning from a break, their system flickered, shut down, and displayed an error message about the processing fan. While attempting to access the BIOS setup, their keyboard sparked, prompting them to unplug the device. The computer would not power back on.\n\nThe IT representative guided the employee through basic troubleshooting steps, including holding the power button to drain residual power, but the issue persisted. As the computer remained unresponsive, the IT representative escalated the issue to the local tech office for further assistance. The employee confirmed their location and email access for follow-up communication. The IT representative provided a ticket number (INC #########) for reference and assured the employee that the local tech team would contact them with next steps. The call concluded with the employee thanking the representative.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the hardware issue, troubleshooting steps, and escalation to the local tech office. It maintains relevance by focusing on the key events and actions taken during the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without any false or misleading content. However, the summary omits some minor details, such as the initial high call volume announcement and the specific troubleshooting duration. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It remains relevant to the topic, focusing on the employee's hardware issue and the IT representative's attempts to troubleshoot and resolve the problem. The summary is coherent, with a clear structure that makes it easy to follow and understand. The information presented is accurate, matching the details provided in the call transcript. The summary also provides a fair description of the main problems and resolutions, covering the employee's initial issue, the troubleshooting steps taken, and the eventual escalation to the local tech office. However, some minor details, such as the initial automated messages and the mention of performance issues with \"my key,\" are omitted, but these do not impact the overall understanding of the call's main topic.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the key events and resolution without unnecessary details\n2. Relevance: All information included directly relates to the computer hardware issue and its handling\n3. Coherence: The summary follows a logical progression from problem identification to resolution steps\n4. Accuracy: Details match the transcript precisely, including the sequence of events (flickering, fan issue, keyboard sparking)\n5. Completeness: Covers all crucial elements - initial problem, troubleshooting attempt, escalation process, and next steps\n\nMinor improvements could include mentioning the initial automated menu options and high call volume warning, though these aren't critical to the core interaction. The summary effectively balances detail and brevity while maintaining accuracy and readability. It provides a clear understanding of both the problem and resolution path.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "d22d7463-f35d-4b69-a592-93c5c60c7653",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to address issues with their laptop, which is overheating, shutting down frequently, and experiencing degraded performance. The employee mentioned being eligible for a laptop upgrade as of May 2024 and requested assistance with the upgrade process. The IT representative confirmed the eligibility but informed the employee that the upgrade program is temporarily on hold due to a lack of stock. The employee was advised to wait for an upgrade invitation via email once new stock becomes available. \n\nAs an alternative, the IT representative offered to schedule a remote troubleshooting session with Level 2 support to assess the laptop's performance and determine if an early replacement is necessary. The employee agreed to the session, which was scheduled for Monday at 8 a.m. EST. Additionally, the IT representative provided a link for the employee to explore early upgrade options based on business needs. The call concluded with the IT representative confirming the remote session details and promising an email confirmation. The employee expressed gratitude and ended the call.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, You can also resolve many issues online via techsupport.accenture.com.  For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For MyLearning support, press 3.  For AEH applications such as Arc, MyWizard SI, MyWizard Governance, MyConcerto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, They are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways.\nSpeaker 4: Hi, this is ###.  Thank you for calling the Federal Service Desk.  Can I have your employee number?\nSpeaker 5: Hello?  Sorry.\nSpeaker 4: Yes.  Can you hear me?\nSpeaker 5: I can hear you now.  Can you hear me?\nSpeaker 4: Yes, I can hear you.  Can you provide me your employee number?\nSpeaker 5: Sure.  Hi, this is ##########.  My employee number is ########.\nSpeaker 4: Thank you and can I confirm your enterprise ID as well?\nSpeaker 5: Sure, it's ############.\nSpeaker 4: Thank you so much and in case this call got disconnected, can you provide me your callback number?\nSpeaker 5: Sure, it is ############.\nSpeaker 4: Thank you so much and how can I help you today?\nSpeaker 5: Sorry, I didn't get your name.\nSpeaker 4: My name is ###.\nSpeaker 5: ###.  Hi, ###.  ###, this is regarding my laptop.  And my laptop is due for upgrade.  My laptop is getting heated like anything.  I cannot work.  It keeps turning out, and the performance has degraded.  And I am eligible for upgrade as of May 19, 2024.  I was hoping you could help me with the upgrade of my laptop.\nSpeaker 4: So basically, you want to upgrade your laptop because you are having some issue of overheating, correct?\nSpeaker 5: Correct.  Yes, it's overheating.\nSpeaker 4: And I'm also eligible for the replacement of this laptop.  So I'll be assisting you with this.  And I'm sorry for the inconvenience.  There is a current update for the laptop replacement or upgrades.  Currently, we are temporarily out of stock of devices for the upgrade program.  So we need to wait for the upgrade invitation that will be sent to you by email.  So when the program reopens and new stock is available, we can proceed with the upgrade.  And unfortunately, we do not have an exact ETA for new stocks at this time.  But in the meantime, if you require a different laptop that meet your business needs, I can provide you the link that you can request an early upgrade, or you can check what are the available machines that would be suited for your business needs.  All requests will be carefully evaluated based on specific business requirements.  Again, we don't have the exact number, or exact APA for the new stack of this time.  So maybe the next month there should be an update.  And for the workaround, is it okay to schedule you a remote session with the level to support to do a performance troubleshooting on your machine?  And if necessary, if the troubleshooting would not work, it should be assessed would be assessed by the Level 2 if they can recommend you a new machine.  But again, other...\nSpeaker 5: I would appreciate that if you could please schedule the call and then send me the details like, you know, where I have to request for, you know, earlier form or whatever you're saying.  I can follow that.  Thank you.\nSpeaker 4: Yeah.  I can send you the link now.  And is it okay to schedule you a remote session with the Level 2 support on Monday?\nSpeaker 5: Yes, please.\nSpeaker 4: So what is the best time for you to do a remote session with them?  They're available from 8 ###.  to 7 ###.  EST.  And I send you the link where you can check for the upgrades that would meet your business needs.\nSpeaker 5: Oh, thank you.  Again, I just got your thing.  I am just checking my calendar for Monday.  Yes, one more.\nSpeaker 4: Yes.\nSpeaker 5: Oh, this multi-factor authentication is killing me.  It has to send me a text.\nSpeaker 4: Yeah, I got that a lot.  You can also ping me on things.  What is the best schedule that you would do a remote session on Monday?\nSpeaker 5: Yes, it is blocking my calendar.  I cannot view my calendar.  One more minute, please.  It is just completing my multi-factor authentication.  There we go.  And I'm checking my calendar for Monday.  Monday is at 8 AM.  They can do it from 8 AM.\nSpeaker 4: Yes, that would be fine.  So I'll be setting you a remote session schedule on Monday on 8 a.m.  Eastern Time with D-Level to support, to do a performance troubleshooting.\nSpeaker 5: Yes, I have another call from 9  a.m.,  from 8 a.m.  to 9 a.m if they can do, it would be as much as possible.\nSpeaker 4: Yes, I'll be putting a note on the ticket.\nSpeaker 5: Thank you, thank you.\nSpeaker 4: So is there anything else I can help you with, ##########?\nSpeaker 5: No, thanks.  I think I'm good for now.  I appreciate your help.\nSpeaker 4: You're welcome.  So, just wait.  You'll be receiving an email confirmation also on the remote session schedule.\nSpeaker 5: Perfect.  Perfect.  I look forward to the email.\nSpeaker 4: Thank you.  Thank you for calling ######### and have a great day ahead.  Happy weekend.\nSpeaker 5: You too.  Happy weekend.  Take care.  Bye.  Bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to address issues with their laptop, which is overheating, shutting down frequently, and experiencing degraded performance. The employee mentioned being eligible for a laptop upgrade as of May 2024 and requested assistance with the upgrade process. The IT representative confirmed the eligibility but informed the employee that the upgrade program is temporarily on hold due to a lack of stock. The employee was advised to wait for an upgrade invitation via email once new stock becomes available. \n\nAs an alternative, the IT representative offered to schedule a remote troubleshooting session with Level 2 support to assess the laptop's performance and determine if an early replacement is necessary. The employee agreed to the session, which was scheduled for Monday at 8 a.m. EST. Additionally, the IT representative provided a link for the employee to explore early upgrade options based on business needs. The call concluded with the IT representative confirming the remote session details and promising an email confirmation. The employee expressed gratitude and ended the call.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the laptop issues, eligibility for an upgrade, and the temporary unavailability of stock. It also mentions the alternative solution of scheduling a remote troubleshooting session and the provision of a link for early upgrade options. The summary is relevant, focusing on the main topic of the call. It is coherent, with a clear structure and flow of ideas, making it easy to understand. The information is accurate and factually correct, reflecting the details of the call transcript. However, it misses some minor details, such as the employee's difficulty with multi-factor authentication and the specific time constraints for the remote session. Overall, the summary provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's laptop issues and the IT representative's assistance. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the employee's eligibility for a laptop upgrade, the current unavailability of stock, and the alternative solutions offered by the IT representative. \n\nThe summary also provides a fair description of the main problems and resolutions, covering the employee's concerns about their laptop's performance and the steps taken to address these issues, thereby achieving completeness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (overheating laptop and performance problems)\n2. Accurately presents the upgrade eligibility situation and current stock limitations\n3. Correctly describes the proposed solution (remote troubleshooting session)\n4. Maintains chronological flow and logical structure\n5. Includes important details like timing (Monday 8am EST)\n\nThe summary achieves excellent conciseness while retaining all crucial information. It's highly relevant, focusing on the core problem and resolution without unnecessary details. The coherence is strong, with a clear progression from problem identification to solution steps. The accuracy is precise, with no misrepresented information from the original transcript. In terms of completeness, it captures both the immediate solution (troubleshooting) and long-term option (upgrade when available).\n\nMinor improvement could include mentioning that the Level 2 support could potentially recommend a new machine based on the troubleshooting results, but this is a small detail in the overall context.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "c2835f58-def1-440c-bde6-defd4d69b1eb",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT assistance for a non-compliant device issue. The employee explained that they had previously contacted the IT team and received a link to resolve the issue, but the session expired before they could connect. The IT support agent confirmed the details, including the employee's email, callback number, and the ticket number (INC 48674123) from the previous request.\n\nThe agent then initiated a remote session to address the issue. They guided the employee through accessing a support website (123rescue.com), downloading an applet, and running it as an administrator. After some initial troubleshooting and providing a new PIN code, the employee successfully launched the remote session. The agent confirmed access to the employee's screen and transferred the session to a technician for further resolution.\n\nThe call concluded with the employee thanking the agent, who assured them that the technician would handle the issue. The interaction was professional, and the agent ensured the employee's concerns were addressed promptly.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For MyLearning Support, press 3.  For AEH applications such as Arc, MyWizard SI, MyWizard Governance, You can also resolve many issues online via techsupport.accenture.com.  For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer.\nSpeaker 4: Sorry, I don't have my personal number, but can I tell my email ID?\nSpeaker 5: Okay, sure.  Can I have that?\nSpeaker 4: ####, #-#_#, # for, # for, let's spell me out, # for ###, # for #####, # for ####, # for #########, dot, # for ####, # for #####, # for #####, # for ######, # for #####, # for #####, # for #####.\nSpeaker 5: All right, so just to confirm, the first thing is #######, am I correct?\nSpeaker 4: No, no.  #-#-#-#.  #-#-# for ####, # for #########.\nSpeaker 5: All right, got it.  Thank you so much.  Let me check this one first.  Just give me a second.  And while checking the enterprise ID you provided, can I also have your callback number, please?\nSpeaker 4: ############.\nSpeaker 5: All right.  Got it.  Thank you so much.  How can I help you today, ######?\nSpeaker 4: Actually, yesterday I made a service request with the team.  When I tried to log into my system, I got an email saying that I have one non-compliant device.  So I called the team yesterday and they shared me a link to connect.  And the link was at around 11 o'clock, but I tried to connect by around 11-4 or something.  By that time, when they connected, showing me that the maximum time limit has exceeded.  So please try again after a later time.\nSpeaker 5: Sorry for that one, ####, but don't worry, since you have me on the line, I'll do my best to assist you with your connecting.  So right now, since you mentioned that you're receiving a message that your device is not compliant, so I'll be looking for an available technician to do the remote session today if you're available.  So are you available for 30 minutes to one hour for the remediation of your machine?\nSpeaker 4: Yeah, for sure, I'm available.\nSpeaker 5: Okay, thank you so much.  So I'll just be looking first for an available technician, okay?  But I would like to ask also, do you have the ticket number from yesterday's call?\nSpeaker 4: Yeah, I do have one second.  INC 48674123.\nSpeaker 5: All right.  Let me repeat.  It's INC 48674123.  Is that right?\nSpeaker 4: Yeah, right.\nSpeaker 5: Okay.  Thank you so much.  So, ######, is it okay if I'll be putting the phone on hold first for one to two minutes?  while checking the ticket number as well?  Yeah.  Okay, thank you so much.  Thank you so much.  Hello, ####.  Thank you so much for patiently waiting on the line.  So I already checked the ticket number you provided and I already pinged the technician who handled your ticket.  So right now, let's do a remote session while waiting for the technician.  So kindly open a browser on your machine.  Any browser will do.  And type 123rescue.com.\nSpeaker 4: Just a second.\nSpeaker 5: 123rescue.com.  That is correct.  And I'll be providing you the pin code.\nSpeaker 4: Yeah.\nSpeaker 5: Are you ready?\nSpeaker 4: Yeah, I'm ready.\nSpeaker 5: Okay, so it's 418185.  Let me repeat, 418185.  Start downloading the applet.  That is correct.  Start downloading the applet.  Once done, go to your download folder.  right-click the file from our option and make sure to run it as administrator.\nSpeaker 4: Okay.  Oh, I just opened that.  Double-click that one and it opened.  It's showing me connected.  The support representative will be with you shortly.\nSpeaker 5: All right.  So we have to repeat the process because you need to run it as administrator so that technician can really OK, so you want me to close this pop-up?  Yes, please close that one.  And I'll be providing you a different PIN code.\nSpeaker 4: OK, so again, I'll have to go to 123rescue, right?  Mm-hmm, that is correct.  123rescue.com, yeah.\nSpeaker 5: OK, just give me a second.  All right, so the PIN code is 632697.\nSpeaker 4: 697, OK.  632697.\nSpeaker 5: So just do the same process.  Download the applet.  Then don't open the file directly.  You have to go to your download folder, look for show more option, and run it as administrator.\nSpeaker 4: I went to downloads option.  It's only showing me.  Yeah, here I can see this one.  Should I go to show in folder?\nSpeaker 5: Go to your folder.  Then right-click the file you downloaded.\nSpeaker 4: OK.\nSpeaker 5: Then look for Show More Options.  Click that one and run it as administrator.\nSpeaker 4: OK.  Yes.  You must provide a reason before continuing.  Select a reason.  Accenture Business.\nSpeaker 5: Accenture Business.  Mm-hmm.  That's correct.  Accenture Business.\nSpeaker 4: Yeah.  Report representative will be with you shortly.  All right.\nSpeaker 5: I'm already launching the remote session.  Please accept.\nSpeaker 4: Okay.\nSpeaker 5: All right.  I'm seeing your screen right now, ####, and I already have here the technician as well, so we can just end the call, and I'll be transferring the remote session to the technician.\nSpeaker 4: Okay, sure.  Thank you.\nSpeaker 5: Okay.  Thank you so much, ####.  Bye-bye for now.\nSpeaker 4: Thank you.  Thank you.\nSpeaker 5: Thank you as well.  You're welcome.  Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT assistance for a non-compliant device issue. The employee explained that they had previously contacted the IT team and received a link to resolve the issue, but the session expired before they could connect. The IT support agent confirmed the details, including the employee's email, callback number, and the ticket number (INC 48674123) from the previous request.\n\nThe agent then initiated a remote session to address the issue. They guided the employee through accessing a support website (123rescue.com), downloading an applet, and running it as an administrator. After some initial troubleshooting and providing a new PIN code, the employee successfully launched the remote session. The agent confirmed access to the employee's screen and transferred the session to a technician for further resolution.\n\nThe call concluded with the employee thanking the agent, who assured them that the technician would handle the issue. The interaction was professional, and the agent ensured the employee's concerns were addressed promptly.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with a non-compliant device, the previous attempt to resolve it, and the steps taken during the call to initiate a remote session. The information is relevant and focuses on the main topic of IT assistance. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. It is also accurate, reflecting the details of the call transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific troubleshooting steps, such as the need to run the applet as an administrator. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's non-compliant device issue and the IT support agent's efforts to resolve it. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly captures the details of the call, including the employee's previous attempt to resolve the issue, the ticket number, and the steps taken by the IT support agent to initiate a remote session. The summary also accurately conveys the resolution, including the transfer of the session to a technician.\n\nThe summary is complete, providing a fair description of the main problems and resolutions based on the original call transcript. It does not omit any crucial information or introduce false or misleading details.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately presents the main issue (non-compliant device)\n2. Includes specific details like ticket number and website\n3. Clearly describes the resolution process\n4. Maintains chronological flow of events\n5. Captures the professional nature of the interaction\n\nThe summary is concise while including all crucial information. It's well-structured, starting with the problem, moving through the solution steps, and ending with the resolution. The technical details are accurately represented, including the correct ticket number and website address.\n\nMinor improvements could include mentioning the initial automated message about MyT issues (though not directly relevant to this case) and the specific timing details of the previous day's attempt (11:00-11:40). However, these are not critical omissions.\n\nThe summary successfully balances detail and brevity while maintaining accuracy and coherence, making it highly effective for understanding the interaction's key points.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with being locked out of their laptop. After navigating the automated system, the employee provided their personnel number, email address, and callback number to the agent for verification. The agent confirmed the account lock and initiated a verification process by sending a code to the employee's phone. The employee provided the code and additional details, including their location and start date, to complete the verification.\n\nThe agent explained that the account unlock process requires a system replication time of approximately 30 minutes, during which the employee could attempt to log in periodically. The employee expressed urgency due to pending client work but was informed that the system process could not be expedited. The agent assured the employee that they could use either their PIN or password to log in once the account was unlocked. The call concluded with the agent updating the ticket and informing the employee about a potential survey. The employee thanked the agent, and the call ended on a polite note.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom... To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor, or do not know your personnel number, press 1.\nSpeaker 2: Hi.  We are.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues.\nSpeaker 2: Thank you for calling Service Desk.  This is ########.  May I have your personnel number, please?\nSpeaker 3: Yes.  Sorry.  One moment, please.\nSpeaker 2: It is 1.\nSpeaker 3: #################################. correct?\nSpeaker 2: thank you so much.\nSpeaker 3: can you confirm your accent your email address uh ########## ##################.\nSpeaker 2: Thank you very much.  And sorry about this issue you're encountering right now.  Mr.  #######, I'll try my best to assist you today before anything else.  Do you have any callback number?\nSpeaker 3: Yes.  So I'm calling in because I got logged out of my laptop and I can log back in.  It says my account is locked.\nSpeaker 2: Yes.  I can see that here.  Okay.  Get your callback number first, just in case we get disconnected.  ############.  Thank you very much.  So to unlock your account, we will do the verification first, okay?  I'll do verification before I unlock your account.  So I will start now.  Just one moment.  I'll send a code to your phone number.\nSpeaker 3: Okay.\nSpeaker 2: What's the phone number, please?\nSpeaker 3: Oh, my phone number.  I'm sorry.  ############.\nSpeaker 2: All right, I already sent the code.\nSpeaker 3: It's ######.\nSpeaker 2: I'm sorry, ####?  #########.  All right.  Can you repeat again your personnel number?\nSpeaker 3: Your personnel number?\nSpeaker 2: It is ########.  What is your Accenture location?\nSpeaker 3: ########, ####.\nSpeaker 2: Official start date?\nSpeaker 3: The start date?\nSpeaker 2: Yes, your official start date to adventure.\nSpeaker 3: I believe it was #### ##\nSpeaker 2: Okay, what's the year?\nSpeaker 3: ####\nSpeaker 2: Let me double check.\nSpeaker 3: Okay.\nSpeaker 2: Okay, still checking.\nSpeaker 3: Okay.\nSpeaker 2: It's still loading on my end.  This is taking a long time.  Just bear with me, please.  #### ####.  Okay, so I'll go ahead and unlock your account here.  So can you log in in 30 minutes?\nSpeaker 3: In 20 minutes?\nSpeaker 2: 30 minutes.  There is a replication time for everything.\nSpeaker 3: Wow.  Is there any way to expedite because I have some work to do?  And I'm using a cloud PC for my client work.  I can't even access that.\nSpeaker 2: I do completely understand that, but this is system.  We can't expedite the system.  We trigger to unlock, and then the system on the back end, they do that by replication time.  So we have to wait at least.  a couple of minutes.  You try in five minutes.  If it's not going to work, try again in 10 minutes.  But there is always a replication time, okay?  All right.\nSpeaker 3: Sounds good.\nSpeaker 2: All right.  Perfect.  Thank you so much, ###.  I'll update your ticket here, and you may receive a survey through email, okay?  But may I know if you know your password?\nSpeaker 3: Uh, well, that's what I was going to ask you.  Is it going to be my PIN or the actual password?\nSpeaker 2: You can choose both PIN or password, okay?\nSpeaker 3: Okay, yeah, I have both of them.  Thank you.\nSpeaker 2: Okay, you're welcome.  You have a great day there, okay?  Bye for now.\nSpeaker 3: Thank you, you too.  Bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with being locked out of their laptop. After navigating the automated system, the employee provided their personnel number, email address, and callback number to the agent for verification. The agent confirmed the account lock and initiated a verification process by sending a code to the employee's phone. The employee provided the code and additional details, including their location and start date, to complete the verification.\n\nThe agent explained that the account unlock process requires a system replication time of approximately 30 minutes, during which the employee could attempt to log in periodically. The employee expressed urgency due to pending client work but was informed that the system process could not be expedited. The agent assured the employee that they could use either their PIN or password to log in once the account was unlocked. The call concluded with the agent updating the ticket and informing the employee about a potential survey. The employee thanked the agent, and the call ended on a polite note.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue of being locked out, the verification process, and the resolution. It maintains relevance by focusing on the key interactions and steps taken to resolve the issue. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without introducing any false or misleading information. However, the summary could be slightly more complete by mentioning the employee's concern about the replication time and the agent's response in more detail. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with being locked out of their laptop and the resolution process. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the verification process, the system replication time, and the employee's concerns about pending client work. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, the summary could be improved by including more specific details, such as the employee's personnel number and the exact replication time. Nevertheless, the summary is well-written and effectively conveys the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk interaction:\n1. Clearly states the main issue (locked laptop account)\n2. Accurately describes the verification process including personnel number, email, callback number, location, and start date\n3. Correctly explains the resolution (30-minute replication time) and the employee's concern about urgency\n4. Includes important details about login options (PIN/password)\n5. Maintains proper chronological flow and logical structure\n\nThe summary is concise while including all relevant details, avoiding unnecessary information from the transcript. It accurately represents both the problem and solution without any factual errors. The writing is coherent and well-organized, making it easy to follow the interaction's progression.\n\nMinor improvement could be made by mentioning that the employee was using a cloud PC for client work, as this adds context to their urgency, but this is a relatively minor detail.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "9819a6d6-d2a4-4416-a54e-ab8d81e8cf80",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with their PIN, which prevented them from logging into their computer. The employee explained that they were previously passwordless but began encountering a \"PIN not available\" error that persisted despite multiple device restarts and attempts to set a password via their phone. The IT agent guided the employee through troubleshooting steps, including a hard reboot, which led to the BitLocker page but did not resolve the issue.\n\nThe agent then assisted the employee in resetting their password using the self-service password reset tool on their phone. This process involved entering their email, completing CAPTCHA verification, receiving a text verification code, and authenticating via the Authenticator app. The employee successfully created a new password and was able to log into their computer.\n\nThe agent advised the employee to transition back to a passwordless setup by creating a PIN after a week. The issue was marked as resolved, and the agent informed the employee about a feedback survey. The call concluded with the employee expressing gratitude.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.\nSpeaker 2: For technology and business application support...\nSpeaker 1: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help option.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  All agents are currently assisting other callers.  Please continue to hold if you would prefer not to wait.\nSpeaker 2: I think so.\nSpeaker 3: Yeah, the services going in and out.\nSpeaker 2: How about now?\nSpeaker 3: that's better.\nSpeaker 2: Will you please provide me your personnel number or your enterprise ID?  #################.  To confirm, it's #####################.  Okay.  I'm going to repeat it to you.  ###########?\nSpeaker 3: Yes.\nSpeaker 2: And will you please provide me your Accenture email?\nSpeaker 3: ############################.\nSpeaker 2: Will you please spell it out with phonetics and slowly please?\nSpeaker 3: #######, ############### period, #############.\nSpeaker 2: Thank you, #######.  And will you also provide me your callback number?  ###################.  And how can I help you today?\nSpeaker 3: I'm having an issue with my PIN.  This has been happening reoccurringly.  where I try to sign in and it says, your PIN is not available.  So now I'm unable to sign into my computer.\nSpeaker 2: Okay.  So is this... Okay.  When was that started?\nSpeaker 3: I'm sorry, what was that?\nSpeaker 2: When was this started?  When your PIN was not accepted?\nSpeaker 3: This morning.\nSpeaker 2: Okay, I don't understand the situation that you have right now.  I'm here to assist you.  So, will you please unplug the cables, all the cables that are attached on your laptop and then long press the power button for at least 1 minute.  We're going to try to do a hard reboot first.  Are you following me?\nSpeaker 3: So, press the power button.  Press down the power button for one minute.\nSpeaker 2: Mm-hmm.  30 seconds to one minute.  Then turn it on again.  Re-plug the cables.  And then try to log in again.  Are you using Windows or Mac?\nSpeaker 3: Windows.\nSpeaker 2: Okay.\nSpeaker 3: So, I did that and it brings me to the BitLocker page.\nSpeaker 2: Mm-hmm.  You know your BitLocker page?  BitLocker?\nSpeaker 3: Yes.\nSpeaker 2: Okay, good.  How is it now?\nSpeaker 3: It's loading.  Now it's brought me to the sign-in page.  And it says the same thing.\nSpeaker 2: Okay.  So what we are going to do is to... About checking up here, you're not the password list.  Do you have a password?\nSpeaker 3: No, I just changed that to try to log in before I called you all.  And that wasn't working.  So that's why I'm calling.  I've done my... I've restarted my device at least five times.  I'm getting the same... So when I tried to go to password, I tried to add a password through going on my phone, and that didn't work either.  So now I'm calling.  Okay.\nSpeaker 2: #######, do you have a password?  Did you try to use your password when you tried to log in on your laptop?\nSpeaker 3: I don't have a password.  All I did was select password, and it wouldn't even let me add a password.\nSpeaker 2: Okay.  So what we are going to do here is to reset a password so that you can be able to log in on your laptop.  Since you're not a passwordless, okay, you can't use a PIN when you're not a passwordless.  So since you...\nSpeaker 3: Okay, so I'm sorry.  I want to stop you real quick.  So I completely understand you can't use the PIN when you have a password.  But like I said this morning, when I tried to log on, I was passwordless and I keep getting the notification your PIN is not available.  Because I kept getting that, restarted my computer five times.  I then went through my cellular device to try to request a password and it would not let me add a password.  So that is why I'm now calling.  This morning I was passwordless.\nSpeaker 2: Okay.  So since you enabled your password now, we are going to reset your password, okay?  So we're going to try it on your end.  Will you please open a browser on your cell phone and type myid.accenture.com.  Okay.\nSpeaker 3: Okay.\nSpeaker 2: And choose the self-service password reset.  slash unlock.\nSpeaker 3: Okay.\nSpeaker 2: Enter your Accenture email and then you need to copy the CAPTCHA.  Click next.\nSpeaker 3: Okay.\nSpeaker 2: And then forgot my password.  What part are you in right now, #######?\nSpeaker 3: The capture is not working.  Give me one second.  Okay, so is that my password?\nSpeaker 2: And then click next, then text a mobile phone.  You have to enter your phone number and then click text to receive a text verification code.  Enter the code.\nSpeaker 3: Okay, I've entered it.\nSpeaker 2: And then in the second verification, you'll choose the approved notification from my Authenticator app, and then send notification, authenticate it from your Authenticator app.\nSpeaker 3: Okay.  Okay, I've done that.\nSpeaker 2: On resetting a password, #######, it consists of uppercase, lowercase, numbers, and symbols, so you have to make it long, at least nine.  or more combinations to make it work, okay?  I will see now.  Hello, #######.\nSpeaker 3: Sorry, I'm creating it.  Okay, it says my password has been reset.\nSpeaker 2: Okay, so try to log in now on your laptop using your new password.\nSpeaker 3: Okay.  I'm able to log in now.\nSpeaker 2: Okay.  So, after a week, you only push through into passwordless, so you have to create a PIN, okay?  So, the good thing of that is you're able to log in using your new password.  So, I will tag the ticket here as resolved and closed, and upon resolving the ticket, you may receive a survey by email.  If there is any feedback you wish to provide, please fill this in, as this may have a great impact on my performance.  Thank you, #######.  Have a great day.\nSpeaker 3: Thank you.  Bye-bye.  Bye-bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with their PIN, which prevented them from logging into their computer. The employee explained that they were previously passwordless but began encountering a \"PIN not available\" error that persisted despite multiple device restarts and attempts to set a password via their phone. The IT agent guided the employee through troubleshooting steps, including a hard reboot, which led to the BitLocker page but did not resolve the issue.\n\nThe agent then assisted the employee in resetting their password using the self-service password reset tool on their phone. This process involved entering their email, completing CAPTCHA verification, receiving a text verification code, and authenticating via the Authenticator app. The employee successfully created a new password and was able to log into their computer.\n\nThe agent advised the employee to transition back to a passwordless setup by creating a PIN after a week. The issue was marked as resolved, and the agent informed the employee about a feedback survey. The call concluded with the employee expressing gratitude.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the PIN, the troubleshooting steps, and the resolution. It maintains relevance by focusing on the key aspects of the conversation without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the steps taken during the call and the final resolution. However, it omits some minor details, such as the initial confusion about the passwordless status and the specific instructions given for the hard reboot. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their PIN and the steps taken to resolve it. The summary has a clear structure, starting with the problem, then describing the troubleshooting steps, and finally, the resolution. This coherence makes it easy to follow and understand.\n\nThe summary appears to be accurate, with the information presented matching the details in the call transcript. It also provides a fair description of the main problems and resolutions, covering the key points of the conversation. The only potential improvement could be adding more specific details about the initial error messages or the employee's attempts to set a password via their phone. However, given the constraints of a summary, the provided information is sufficient.\n\nOverall, the summary effectively conveys the essential information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It effectively condenses a lengthy conversation into three clear paragraphs while maintaining essential details.\n2. Relevance: All information included directly relates to the PIN/password issue and its resolution.\n3. Coherence: The summary follows a logical progression from problem identification through troubleshooting to resolution.\n4. Accuracy: The details match the transcript precisely, including the sequence of events and specific troubleshooting steps.\n5. Completeness: It captures all key elements - the initial PIN issue, the failed attempts to resolve it independently, the troubleshooting process, the password reset procedure, and the final resolution.\n\nThe summary particularly shines in maintaining technical accuracy while remaining accessible. It includes important details like the BitLocker page appearance, verification steps, and the future instruction about returning to passwordless setup. The only minor improvement could be condensing the verification steps slightly, but this doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "4aa0d3a1-f140-4d1a-b796-472b75d46854",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to uninstall and reinstall Citrix software on their company-provided laptop, as administrative privileges were required. The helpdesk agent confirmed the issue and initiated a remote session to assist. During the session, the agent attempted to uninstall the existing Citrix application, which appeared to be removed but still showed up in the system. The agent then proceeded to install the new version of Citrix, running it as an administrator.\n\nThe remote session was briefly disconnected but re-established. While attempting the installation, an error occurred, prompting the agent to consult their support team. The agent took screenshots of the error and forwarded them for further investigation. Due to the time required for resolution, the agent suggested continuing communication via the chat feature of the remote session while ending the call. The employee agreed, and the call concluded with the issue still under review.",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 177.0,
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      "num_train_instances": 0.0,
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, MyConcierto, press 4.  You can also resolve many issues online via tech.\nSpeaker 2: For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi.  We are currently experiencing high call volume due to performance issues with MyTE.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 5: Hi, this is #### from CIO Service Desk.  May I have your personnel number, please?\nSpeaker 6: Hi, it's ###############.\nSpeaker 5: Okay.  And how about your ########## ID or Accenture email?\nSpeaker 6: ####################.\nSpeaker 5: Okay.  Thank you so much for that, #########, and your call bus number as well, please.\nSpeaker 6: ############.\nSpeaker 5: Okay.  So, how can I help you today?\nSpeaker 6: Sure.  So, I have to install software for my client on my laptop called Citrix.  And first I have to delete what's already been downloaded and then re-download it.  But I can't do that unless I'm an admin.  So I need your help with that.\nSpeaker 5: Okay.  So, by the way, I just want to confirm what machine you are using.  Is it a client-provided machine or Accenture-provided machine?\nSpeaker 6: Accenture.\nSpeaker 5: Okay.  So, by the way, I am very sorry to hear, um, #########, that you're having an issue with the installation of the Citrix.  But, uh, don't worry, since you got me here in the line, I am more than happy to, um, assist you with this one, okay?  Okay.  So, uh, just to make sure that I got your concern correctly, you just want to, um, reinstall the Citrix, uh, software in your machines, is that correct?\nSpeaker 6: Yeah, but first I have to uninstall it and then reinstall.\nSpeaker 5: Okay, sure.  Could you please open a browser and then type 123rescue.com?  Sorry, 123. what?  123rescue.com.  Okay.  Okay, so is it asking for a six-digit code?\nSpeaker 6: Yes.\nSpeaker 5: Okay, so ########## six-digit code would be #############?  Yep.\nSpeaker 6: Is it download or run the applet?\nSpeaker 5: Download, please.\nSpeaker 6: Okay.\nSpeaker 5: Okay, so once downloaded, please open the file.  Okay.  I can see that you're connected now.  Okay.  So, I may ask if you're having, like.  some issues when you're trying to reinstall the Citrix on your end before you call in?\nSpeaker 6: Yeah, so I can show you.  I just need you to uninstall this, the Citrix Workspace ####.  And then, yeah, so if you could help me uninstall it and then I need to download this for Windows.  And I also need you to help me run that as admin.\nSpeaker 5: OK, sure.  So by the way, let me just go ahead and check here.  OK.  Is it OK if I control your machine for a minute?\nSpeaker 6: Sure.\nSpeaker 5: OK.  Okay, and let's go ahead and try to uninstall now the Citrix application in your machine.  Okay, uninstall.  So I think it is already uninstalled in your machine.  How come it's still showing up then?  Actually, it is already uninstalled in your machine, but it is still showing in your system.  But let's try to install the new installer up here.\nSpeaker 6: So it needs to be the first one.  Yeah.  Okay.\nSpeaker 5: Okay.  Okay, so the application is already downloaded.  We'll just need to run it as administrator before installing.\nSpeaker 6: Okay.\nSpeaker 5: Oops, I think you got disconnected.\nSpeaker 4: Me?\nSpeaker 5: Yep, you got disconnected in the remote section.\nSpeaker 6: Oh, let me see.\nSpeaker 5: But yeah, yeah, okay.  Yeah, I can see that you're active again, and I'm going to launch the remote session.  Okay, so I am already in your machine again, so it's open.  Oops.  It's already open, I think.  Here, I'll show you.  Yeah, did you run it?  No, you should go do that.  Okay, so call your machine again.  Show more options.  And run as administrator.  Okay, let's just wait.  Okay, so I think it is currently installing now.  #########, we'll just need to wait for, oops.  Okay.  Is it okay if I put this call on hold for about two minutes and I'll get back to you?  I'll just check this one with our support team.\nSpeaker 6: Okay, that sounds good.\nSpeaker 5: Okay, one moment please.  By the way, I need to take a screenshot of the error.  First, when we are trying to uninstall the Citrix workspace from your control panel.  Okay, so yeah, I'll be putting this on hold now, #########, and then I'll get back to you, okay?  Yeah, all good.  Okay.  Hi, thank you so much for patiently waiting, #########.  By the way, I'm still waiting for the update from our support team here.  And I already forwarded all the error messages that we got when we tried to uninstall and then reinstall the newer version of the Citrix.  And is it OK as well if we continue our conversation through the chat?  chat feature here of the remote session and then end our conversation through call.\nSpeaker 6: Sure, so stay on the chat and the call.\nSpeaker 5: Yeah, I just want to ask if we can stay connected in the remote session and then end our conversation through call because this might take a while.\nSpeaker 6: Okay, yeah, that's fine.\nSpeaker 5: So you'll call me back when you have an answer.  No, we'll stay connected here and we'll continue communicating here in the chat feature.  And we'll just end the call.\nSpeaker 6: OK.\nSpeaker 5: OK.  So yeah, if that's OK with you, #########, you can drop the call now and then we'll stay connected in the remote session.\nSpeaker 6: OK.  Bye.  OK.\nSpeaker 5: Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to uninstall and reinstall Citrix software on their company-provided laptop, as administrative privileges were required. The helpdesk agent confirmed the issue and initiated a remote session to assist. During the session, the agent attempted to uninstall the existing Citrix application, which appeared to be removed but still showed up in the system. The agent then proceeded to install the new version of Citrix, running it as an administrator.\n\nThe remote session was briefly disconnected but re-established. While attempting the installation, an error occurred, prompting the agent to consult their support team. The agent took screenshots of the error and forwarded them for further investigation. Due to the time required for resolution, the agent suggested continuing communication via the chat feature of the remote session while ending the call. The employee agreed, and the call concluded with the issue still under review.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the issue with Citrix software and the steps taken by the helpdesk agent. It is relevant, sticking closely to the main topic of the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the key actions and issues discussed in the transcript. However, it misses some minor details, such as the initial steps of the remote session setup and the specific error messages encountered. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with uninstalling and reinstalling Citrix software and the helpdesk agent's attempts to resolve the issue. The summary has a clear structure, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly represents the events and details from the call transcript, including the disconnection of the remote session and the agent's decision to consult their support team. The summary also captures the main problem (the employee's inability to uninstall and reinstall Citrix due to administrative privileges) and the steps taken towards resolution.\n\nHowever, the summary could be considered incomplete as it does not mention the initial automated messages and the performance issues with MyTE mentioned at the beginning of the call transcript. Despite this, the summary provides a fair description of the main issue and the steps taken to resolve it.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (Citrix installation requiring admin rights)\n2. Accurately describes the sequence of events (remote session, uninstall attempt, installation issues)\n3. Includes relevant details about the troubleshooting process\n4. Correctly captures the resolution approach (consulting support team and switching to chat)\n\nThe summary is concise while maintaining important details and follows a logical flow. It accurately represents the conversation without including unnecessary information like personnel numbers or codes. The language is clear and professional.\n\nMinor improvements could include mentioning the initial IVR menu navigation and the MyTE performance issues announcement, though these weren't central to the main interaction. The summary effectively balances detail and brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "8c574b39-5466-4362-a01a-30994906b925",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk after being locked out of their laptop and needing a BitLocker recovery key. The call began with the employee providing their personnel number, enterprise ID, and callback number for verification. The IT agent confirmed the error message and the type of device (Windows) before initiating a verification process. This included confirming the employee's phone number, office location, and the first eight characters of the BitLocker recovery key ID. \n\nAfter verification, the agent requested the asset tag of the employee's device to ensure the correct recovery key was generated. The employee provided the asset tag, and the agent placed the call on hold briefly to retrieve the recovery key. Once generated, the agent provided the 45-character BitLocker recovery key, which the employee noted down. The agent confirmed the key and informed the employee that it is permanent and can be reused if the issue occurs again, eliminating the need for future calls. \n\nThe agent resolved the ticket in the system and informed the employee about a feedback survey. The call concluded with the employee expressing gratitude and the agent wishing them a good day.",
    "base64_images": [],
    "stats": {
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For MyLearning Support, press 3.  For AEH applications such as Arc, MyWizard SI, MyWizard Governance, MyConcerto, press 4.  For Technology and Business Application Support, Press 1.  For mobile communication support, press 2.  Please enter your 8-digit personnel number.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with #####.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.\nSpeaker 3: Hi, thank you for calling CIO.  This is #####.  May.  I have your personal number?  \nSpeaker 4: ########. My first, or my enterprise ID is ##############, and my callback number is ############.\nSpeaker 3: Thank you.  #######, let me repeat your personal number.  It's ########.  Is that correct?\nSpeaker 4: Yes.\nSpeaker 3: Thank you.  How can I help you today?\nSpeaker 4: I got locked out of my laptop, so I need the recovery key.\nSpeaker 3: Sorry, ######.  No worries.  Let's help you to provide our recovery key.  But before doing that, I just want to make sure here, I know the exact error message that you are getting and your essential means.\nSpeaker 4: The error message says you're locked out.  Enter the recovery key to get going again.  I have a recovery key ID.\nSpeaker 3: Thank you.  One moment, please.  Okay.  Are you using a Mac machine or a Windows?\nSpeaker 4: Windows.\nSpeaker 3: Thank you.  One moment, please.  Okay.  For this one, since you're asking the BitLocker recovery key, we need to undergo the verification press for us to provide you the BitLocker.  Is it okay to you while checking my resources?  Yes.  Let me play for one to two minutes and stand in line.  Hello, #######, is it okay while checking my resources?  Let me take the call home.  Thank you.  Hi, #######.  For the verification process here, we'll ask you again your cell phone number associated here in our system.  ############.  Okay, perfect.  So I'll be sending you a text code on this mobile number, and once you receive the code, please provide me the code.  Thank you.  ######.  Thank you.  Let me repeat, ######.  Yeah.  Thank you.  And for this verification process, for asking the additional details, will you please provide me again your personnel number?  ########.  Okay.  Thank you.  And how about your essential office location?\nSpeaker 4: #########.\nSpeaker 3: #########.  Perfect.  Thank you.  And will you please provide me the first eight-digit character on your BitLocker?\nSpeaker 4: First eight-digit letter is in there?\nSpeaker 3: Yes.\nSpeaker 4: Okay.  #######. #, # #, #, ####### #, #.  \nSpeaker 3: I'm sorry, I only have here ####### # and after that?\nSpeaker 4: #### #.\nSpeaker 3: Is it # for #####?\nSpeaker 4: ####.\nSpeaker 3: # for #####?\nSpeaker 4: Nope.  # for ####, if you need another word.  # for ########.\nSpeaker 3: Oh, ########  or #####.\nSpeaker 4: Yeah.\nSpeaker 3: Thank you.  And after it's #?  #.\nSpeaker 4: ####### # #.\nSpeaker 3: Let me repeat.  It's ####### ####.  ##### # #.  ####### # #.\nSpeaker 4: Yes.\nSpeaker 3: Thank you.  So please prepare pen and paper because I'll be providing you the 45 characters for the BitLocker recovery key.  One moment.  I am still generating the BitLocker recovery key here.  I see that you have two machines.  Can you please provide me the asset tag?  I just want to make sure that I have the right recovery key that we're going to provide to you.  The asset tag, you will see it at the backside of your machine.  That will start with US.\nSpeaker 4: #######.\nSpeaker 3: Okay, thank you.  One moment, and it's okay to you while waiting for the system to generate the BitLocker.  Let me place a call and hold for one to two minutes and stay on the line, #######.  Is it okay?  Yeah, yeah.  Thank you.  Hi, thank you for patiently waiting, #######.  Are you ready to take note your BitLock recovery key?\nSpeaker 4: Yes.\nSpeaker 3: Okay, so ###.\nSpeaker 4: #########################################################################################################################################################.  Is that it?  Yes.\nSpeaker 3: The last three digits is ###.\nSpeaker 4: Oh my goodness, that took a whole piece of paper.  Okay.  I start out and just confirm it and then we don't even have to repeat it because I wrote it down.\nSpeaker 3: Yes.  #######################################################, Okay, that works.\nSpeaker 5: Thank you so much.  You're welcome.\nSpeaker 3: And then just to inform you that this number is permanent, so if you encounter this trouble again, you can grab the copy and enter the BITLocker recovery key.  No need for you to call us back, okay?\nSpeaker 4: Okay.  Thank you.\nSpeaker 3: Thank you.  You're welcome.  I'll be resolving your ticket here in our system and upon resolving, I'll be also sending you a survey in your email and your feedback is highly appreciated.  Thank you for your time and have a great day.  Bye now.\nSpeaker 4: Thank you.\nSpeaker 3: You're welcome, #######.  Bye-bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk after being locked out of their laptop and needing a BitLocker recovery key. The call began with the employee providing their personnel number, enterprise ID, and callback number for verification. The IT agent confirmed the error message and the type of device (Windows) before initiating a verification process. This included confirming the employee's phone number, office location, and the first eight characters of the BitLocker recovery key ID. \n\nAfter verification, the agent requested the asset tag of the employee's device to ensure the correct recovery key was generated. The employee provided the asset tag, and the agent placed the call on hold briefly to retrieve the recovery key. Once generated, the agent provided the 45-character BitLocker recovery key, which the employee noted down. The agent confirmed the key and informed the employee that it is permanent and can be reused if the issue occurs again, eliminating the need for future calls. \n\nThe agent resolved the ticket in the system and informed the employee about a feedback survey. The call concluded with the employee expressing gratitude and the agent wishing them a good day.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue, the verification process, and the resolution. It maintains relevance by focusing on the key aspects of the interaction without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, the summary omits the initial automated messages and the high call volume announcement, which could be considered minor but relevant context. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is of high quality, effectively conveying the main points of the call transcript in a concise manner. It maintains relevance to the topic, focusing on the employee's issue with being locked out of their laptop and the subsequent resolution. The structure and flow of ideas are clear, making it easy to understand and follow.\n\nThe summary is accurate, with no false or misleading information. It also provides a fair description of the main problems and resolutions, covering the verification process, the provision of the BitLocker recovery key, and the resolution of the ticket.\n\nHowever, the summary could be slightly more concise, as some details, such as the employee's expression of gratitude, could be omitted without affecting the overall understanding of the call.\n\nOverall, the summary scores well in all criteria, with only minor room for improvement in conciseness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It effectively condenses a lengthy transcript into three clear paragraphs while maintaining essential information.\n2. Relevance: All included information directly relates to the BitLocker recovery key request and resolution process.\n3. Coherence: The summary follows a logical progression from issue identification through verification to resolution.\n4. Accuracy: Details such as the verification steps, asset tag requirement, and 45-character key length are correctly represented.\n5. Completeness: The summary captures all key elements including:\n- Initial problem statement\n- Verification process\n- Solution delivery\n- Important follow-up information (permanent key)\n- Call conclusion\n\nMinor improvement could be made by mentioning the text verification code step, but this doesn't significantly impact the summary's overall quality. The summary successfully balances detail with brevity while maintaining accuracy and readability.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "05fcef78-ef0c-4360-89fd-b993563ae2da",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the company\u2019s IT helpdesk for assistance with installing an add-on software, Schedule Analyzer, for Primavera P6 on their machine. After verifying the employee\u2019s details and obtaining permission for a remote session, the IT agent guided the employee through the process of downloading and running the remote support tool. Once connected, the agent identified the software and proceeded with the installation.\n\nDuring the session, the agent encountered some delays while establishing the remote connection and loading the software. However, they successfully installed the Schedule Analyzer on the employee\u2019s machine. The agent confirmed the installation and resolved the issue, informing the employee that the ticket would be closed. They also mentioned that the employee might receive a feedback survey via email. The call concluded with the agent thanking the employee and wishing them a good day.",
    "base64_images": [],
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      "call_summarization_score": 0.8888888888888888
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For My Learning Support, press 3.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the Service Desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can...\nSpeaker 4: Hi, thank you for calling Service Desk.  My name is ######.  Can I please have your personnel number?\nSpeaker 5: I don't have it on top of my head.  It's okay.\nSpeaker 4: How about your enterprise ID?\nSpeaker 5: ################.\nSpeaker 4: Is it okay if you spell it out in phonetics?\nSpeaker 5: Oh, yeah.  ############### dot #############.\nSpeaker 4: Okay, thank you for that.  So, let me just pull up your account here in my end.  Okay.  Okay, and can I have your best call back number?  Just in case we get I can call you back.  Okay, thank you.  So, ########, how may I assist you today?\nSpeaker 5: Yeah, we bought a software.  This is like an add-on software to Primavera P6.  It's used to analyze the data, but I need help installing it to my machine.\nSpeaker 4: Okay, so I do apologize for the inconvenience, ########, but don't you worry, since you have me on the line, I'll do my best to assist you with your concerns from your calling in, because you bought a software and you needed assistance to install it to your machine.\nSpeaker 5: Right.\nSpeaker 4: Okay.  Yes.  Okay, sorry for cutting you out, ########.  So for me to further assist you on this concern, is it okay if we do a remote session?\nSpeaker 5: It's OK.  Yeah.\nSpeaker 4: OK.  Please open a browser and then search for 123rescue.com.\nSpeaker 5: Any browser?  What is it again?\nSpeaker 4: Yeah.  It's 123rescue.com.  And just to confirm, you're using an Accenture machine?\nSpeaker 5: Yes.\nSpeaker 4: OK.  That's great.  Is it asking for the six-digit code right now?\nSpeaker 5: Yes.\nSpeaker 4: Okay, your six-digit code, Mitchell, would be 417-245.  245?  Yes.\nSpeaker 1: Okay.\nSpeaker 5: Download?\nSpeaker 4: Yes, please.\nSpeaker 5: So downloading is done.\nSpeaker 4: Okay, and then after downloading it, do not open it right away.  Please run it as an administrator first.\nSpeaker 5: Say that again, sorry?\nSpeaker 4: Run it as an administrator.  Go to your download files.\nSpeaker 5: Okay.\nSpeaker 4: You will see there the support.  log me in file.  Right click on it.  Click show more options.  Oh yes.\nSpeaker 5: It's showing it's connecting.\nSpeaker 4: Okay.  Please click.  okay once you see a prompt on your screen.\nSpeaker 5: I did.  I clicked okay.\nSpeaker 4: Okay.\nSpeaker 5: Thank you.  Seeing my screen now?\nSpeaker 4: Not yet.  It is still connecting here in my screen, so I'm still waiting for it to establish the connection properly.  Okay.\nSpeaker 5: Okay.\nSpeaker 4: Okay, just a minute.  Still connecting.\nSpeaker 5: The remote control stopped.  How do we?\nSpeaker 4: Okay, just a minute.  I'm still connecting.  Okay, just a moment.  Okay.  Now I can see your screen.  So, um, uh, which one?  Oh, sorry.  Okay.\nSpeaker 5: Uh, where was it?\nSpeaker 4: Okay.\nSpeaker 5: I want to show you where, where that is.  I just downloaded it.  This one right here.\nSpeaker 4: Okay.  May I know what software is this?\nSpeaker 5: Schedule analyzer.  Schedule analyzer.\nSpeaker 4: Okay.\nSpeaker 5: Let me close the others.  Go ahead.  Okay.\nSpeaker 4: Okay, just a minute.  I'm still loading up.  Okay.  Let's see if it will be installed.  Okay, just a minute.  It's still loading up.  Okay, while installing the software, ########, is it okay if I put the call on hold for two minutes?  Sure.  Okay, thank you.  Thank you for patiently waiting on the line.  ######, can you please check if this is the correct one?\nSpeaker 5: Yes, it is.\nSpeaker 4: Okay.\nSpeaker 5: What is this?  Okay.\nSpeaker 4: Okay.\nSpeaker 5: Okay.  So this is the software user ID, right?  I think this is it.  Got it.\nSpeaker 4: OK.  So since we're able to install the Schedule Analyzer successfully to your machine, ######, I'll go ahead and close the ticket here in my end.  In fact, it has resolved.  And upon resolution of the ticket, you may receive the survey via email.  So any feedback would be highly appreciated, OK?  Thank you for calling Service Desk and have a great day.  Bye for now.\nSpeaker 5: Thank you.\nSpeaker 4: Bye.  Have a great weekend.\nSpeaker 5: It's over.\n</call_transcript>\n<summary>\nAn employee contacted the company\u2019s IT helpdesk for assistance with installing an add-on software, Schedule Analyzer, for Primavera P6 on their machine. After verifying the employee\u2019s details and obtaining permission for a remote session, the IT agent guided the employee through the process of downloading and running the remote support tool. Once connected, the agent identified the software and proceeded with the installation.\n\nDuring the session, the agent encountered some delays while establishing the remote connection and loading the software. However, they successfully installed the Schedule Analyzer on the employee\u2019s machine. The agent confirmed the installation and resolved the issue, informing the employee that the ticket would be closed. They also mentioned that the employee might receive a feedback survey via email. The call concluded with the agent thanking the employee and wishing them a good day.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's request for help with installing Schedule Analyzer, the verification process, the remote session, and the successful resolution. It maintains relevance by focusing on the key aspects of the interaction. The structure and flow are coherent, making it easy to follow. The information is accurate and matches the details in the transcript. However, the summary omits some minor details, such as the initial high call volume message and the specific steps taken during the remote session. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with installing the Schedule Analyzer software and the IT agent's resolution. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence.\n\nIn terms of accuracy, the summary correctly represents the events and details of the call transcript, including the software's name, the remote session, and the successful installation. It does not contain any false or misleading information.\n\nRegarding completeness, the summary covers the main problem (the employee's need for assistance with software installation) and the resolution (the IT agent's successful installation of the software). However, it does not mention the initial automated messages and the wait time, but these are not crucial to the main issue at hand.\n\nOverall, the summary effectively captures the essence of the call transcript, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk interaction:\n1. Clearly states the initial problem (installing Schedule Analyzer for Primavera P6)\n2. Accurately describes the process (verification, remote session setup, installation)\n3. Mentions the temporary challenges (connection delays)\n4. Includes the resolution and follow-up (successful installation, ticket closure, survey)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining relevance to the main topic. It follows a logical structure, starting with the initial request and ending with the resolution. The information presented is accurate and matches the transcript without any misrepresentations.\n\nMinor improvements could include mentioning that this was an Accenture machine (which might be relevant for context) and the specific steps taken during installation. However, these are not critical omissions given the summary's purpose.\n\nThe summary achieves a good balance between brevity and completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "b3926aed-70fe-4156-91da-97ad8a4a46e6",
    "train_trial_index": 0,
    "predicted_text": "An employee from Accenture contacted the IT helpdesk on behalf of their managing director to follow up on a previously raised ticket (INC #########) regarding a slow laptop. The IT representative confirmed that the ticket involved troubleshooting steps, including clearing the cache, disabling IPv6, and testing browser performance. However, there were no new updates or notes indicating whether the issue had been resolved. The IT representative advised that the managing director was expected to test the laptop's performance and provide feedback if the issue persisted. The employee acknowledged this and stated they would follow up with the managing director to confirm the status. The call concluded with no immediate resolution but a plan for further follow-up.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.\nSpeaker 2: For Video Conferencing Services, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold if you would prefer.\nSpeaker 5: Thank you for calling CIO.  My name is #######.  May I have your personal number, please?\nSpeaker 6: Yeah.  Hi, #######.  This is ######## from Accenture, and I'm calling on behalf of my managing director, ###########.  So the thing is, I have raised a ticket for him regarding the laptop that is very, very slow or that is not working properly.  So I just want to make sure or to confirm if the issue has been resolved.  I have the ticket number.\nSpeaker 5: Oh yes, please.\nSpeaker 6: OK, so the ticket number is INC #########.\nSpeaker 5: Right, that would be INC #########.\nSpeaker 6: That's correct.\nSpeaker 5: All right, I'm pulling up the ticket now.\nSpeaker 4: Yes.\nSpeaker 5: All right, I am taking a look at the ticket here.  It's from the ###### representative.  This is regarding the Chrome troubleshooting here, clear cache, downloaded semantic.  Uncheck IPv6.  We'll ping back in case if it's still slow.  Pardon me.  May I know, may I have your personnel number so I can add this as a contact or caller?  You're calling in behalf of ###########, right?  Yes.\nSpeaker 6: So my number is, I'm sorry, my personnel number is #########.\nSpeaker 5: Okay, thank you.  All right, while I pull up your account here, ##### already spoke to you regarding this, and he's still experiencing a slow performance on his laptop.\nSpeaker 6: Actually, he is not responding yet, but I just want to make sure because the last time that I contacted IT, he advised me that they're going to contact him.  So I just wanted to make sure, or is there a note on the ticket if this has been resolved?\nSpeaker 5: There are no new notes yet, but I'm going to tell you the last note of the representatives.  So they say after doing some troubleshooting on his laptop, You say, user will check performance of Edge and will ping back if in case it's still slow.  So yes, the troubleshooting has been done, but it doesn't look like there are any new updates yet.\nSpeaker 6: Okay, so I'll make a follow-up with him again, okay, to confirm this issue.  Thank you so much.\nSpeaker 5: Bye-bye.  All right.  Bye-bye.\n</call_transcript>\n<summary>\nAn employee from Accenture contacted the IT helpdesk on behalf of their managing director to follow up on a previously raised ticket (INC #########) regarding a slow laptop. The IT representative confirmed that the ticket involved troubleshooting steps, including clearing the cache, disabling IPv6, and testing browser performance. However, there were no new updates or notes indicating whether the issue had been resolved. The IT representative advised that the managing director was expected to test the laptop's performance and provide feedback if the issue persisted. The employee acknowledged this and stated they would follow up with the managing director to confirm the status. The call concluded with no immediate resolution but a plan for further follow-up.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the follow-up on a previously raised ticket and the troubleshooting steps taken. It is relevant, focusing on the main issue of the slow laptop and the steps taken to address it. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. It is accurate, reflecting the details of the call without any false or misleading information. However, it misses some minor details, such as the high call volume mentioned at the beginning and the specific actions taken by the IT representative during the call. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the call, which is the follow-up on a previously raised ticket regarding a slow laptop. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the troubleshooting steps taken and the current status of the issue. The summary is also complete, providing a fair description of the main problem and the resolution, which is that the issue is still pending and requires further follow-up.\n\nOverall, the summary meets all the criteria for a high-quality summary, with no significant errors or omissions.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the context (Accenture employee calling about managing director's laptop)\n2. Correctly references the ticket number and issue (slow laptop)\n3. Precisely describes the troubleshooting steps taken (cache clearing, IPv6 disable)\n4. Accurately conveys the current status (no new updates)\n5. Correctly captures the next steps (employee will follow up with managing director)\n\nThe summary is concise yet comprehensive, maintaining a logical flow from issue to current status to next steps. It focuses on relevant information while excluding unnecessary details like personnel numbers and greetings. The language is clear and professional.\n\nThe only minor improvement could be mentioning that Chrome and Edge browsers were specifically discussed in the troubleshooting, but this detail isn't crucial to understanding the interaction's core purpose and outcome.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "43f48fd6-b09a-4bde-bc0b-8eea650005e8",
    "train_trial_index": 0,
    "predicted_text": "The call involved a new employee seeking assistance from the IT helpdesk to set up multi-factor authentication (MFA) for their account. The employee provided their personnel number, email, and callback number to the support agent. The agent verified the employee's request, which had already been approved by their manager, but required additional details such as the ticket number and manager's name for verification. After some back-and-forth, the employee provided the necessary information.\n\nThe agent then issued a temporary access password and guided the employee through the process of setting up the Microsoft Authenticator app. This included adding a work account, entering the temporary password, and enabling passwordless sign-in. The employee successfully completed the setup and tested the login process.\n\nThe agent clarified that due to company policy, certain systems could not be accessed on personal computers and recommended using Microsoft Edge on mobile devices for email access. The employee confirmed that everything was functioning correctly. The agent marked the ticket as resolved and informed the employee about a feedback survey. The call concluded with both parties expressing thanks.",
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        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, You can also resolve many issues online via techsupport.accenture.com.  For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, digital signage and other video conferencing technologies, press 2.  For MyLearning support, press 3.  For AEH applications such as ARC, MyWizard SI, MyWizard... For technology and business application support, press 1.  For mobile communication support, press 2.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other.\nSpeaker 3: Hi, this is #### from CIO.  Can you please provide your personnel number?\nSpeaker 4: Yep, that will be ########.\nSpeaker 3: Okay, thank you so much for that.  Let me just check your account first here on my end, okay?  And then... Mm-hmm.  Let me just check your account first here on my end.  And how about your EID or Accenture email?\nSpeaker 4: ##############################.\nSpeaker 3: Okay, and then your callback number?\nSpeaker 4: It'll be ###... One second, I have to pull it up.  I haven't used this number very much, so I haven't committed it to memory.\nSpeaker 3: ############.  Okay, wait a sec.  ######?\nSpeaker 4: That's me.\nSpeaker 3: Okay, thank you so much for those information from ######.  So how can I help you today?\nSpeaker 4: I should have a previous ticket in place.  I'm a new joiner, and I'm going to get access to my multi-factor authentication.\nSpeaker 3: Okay.  Let me just check that one.  But for this one, I am very sorry for the inconvenience, but since you've got me on the line, I'll try my best to help you with this one, okay?  For this one, ######, can I check for a certificate here?  Can I put this on hold for two minutes while I check the condition for you?\nSpeaker 4: Yes.  Go ahead.\nSpeaker 3: Thank you.  Okay, as per checking, ######, they sent an adaptive card to our manager and it's already approved as per checking now.  So, for this one, ######, can we continue the verification?  Can you repeat again your personnel number?\nSpeaker 4: Okay, and that will be ########.\nSpeaker 3: Okay, thank you so much for that.  And then, can you provide me the ticket number?\nSpeaker 4: I was not given one over email.  I wish I could.  Let me see if I can get in touch with someone real quick that can give me that.\nSpeaker 3: Okay.  Yeah, because of spur checking, it's already been approved.  And as a part of the verification process, you need to provide The ticket number as well, once it's approved, okay?\nSpeaker 4: All right.  Well, from what I'm seeing, it has been approved.  I just need to get that ticket number.  So I'm going to reach out now and see if I can get that ticket number real quick.\nSpeaker 3: Okay.  I'll be waiting for at least two minutes again.  I'm going to put this call on hold for a minute.  All right.  Okay.  Thank you.  All right, thank you for participating.  ######?  I'm still here.  Yeah, did you already have your ticket number?\nSpeaker 4: I'm still trying to get it.\nSpeaker 3: Okay.\nSpeaker 4: All right, I'm going to do that.  That way it's easier on you.  All right, thanks.\nSpeaker 3: Okay, thank you.  So, ########, you need to provide first the ticket number.  Okay, ########, once you have the ticket number, you can just call Spartan.  And for the verification process, go ahead.\nSpeaker 4: ####  #######, #########.\nSpeaker 3: Okay.  And then can you also provide the PID of the manager or the name of the manager who approved the request for you?\nSpeaker 4: I'm trying to get that now.\nSpeaker 3: Okay.  just the name of the man who approved the request for you, okay?\nSpeaker 4: Yeah, I'm trying to get that now.\nSpeaker 3: It's going to take a couple of seconds.  Sure, no worries.\nSpeaker 4: Yeah, because I'm not talking to that person directly, so that's why I'm going to have you go through a third person since I'm an external contractor.  So give me a couple of moments.\nSpeaker 3: Okay.  Yeah, I'm going to put this call on hold again for two minutes while I'm waiting for that one.\nSpeaker 4: Oh, all right.  It should be okay.  That works perfectly.  Are you able to get it?  ####, it should be ######, ###########, last name ######, #######.\nSpeaker 3: Okay, for this one, ######, as per checking, the name of the manager that you provided me is not correct.  So, yeah, for this one, since you provided the... My direct manager.\nSpeaker 4: Give me one moment.  Let me see who the manager is that submitted the request or that they've been in the request for.  All right.  Okay.  That should be ######## ######. \nSpeaker 3: Okay.  Thank you so much for those information.  So for the start, I'll be just requesting for a temporary access password for you.  so that to the request to your request, okay?  All right.  Okay, got it.  Okay, can you please hold on again for 10 minutes while waiting for your temporary app to be sponsored?\nSpeaker 4: All right, sounds good to me.\nSpeaker 3: Okay, thank you.  Okay, thank you for participating, ######.  I'm still here.  Okay, so for this one, can you open your Microsoft Authenticator app?\nSpeaker 2: All right, open.  Yeah.\nSpeaker 4: It's open.\nSpeaker 3: Okay, just a second, because I'm still waiting for the temporary access password, but just hold on a second, okay?\nSpeaker 4: Go ahead.\nSpeaker 3: Okay, I have it now.  So on your Microsoft Authenticator app, can you click the Add Work or School Account?\nSpeaker 4: All right.\nSpeaker 3: And then enter your name.\nSpeaker 4: Sign in, QR code, or cancel.  Sign in.  OK, got it.\nSpeaker 3: And then it would be my Accenture email.  Yeah, all right.\nSpeaker 4: installed it in.\nSpeaker 3: And then it will ask for a temporary access password.\nSpeaker 4: All right, got it.\nSpeaker 3: Okay, are you ready for the temporary access password?\nSpeaker 4: Yes, sir.\nSpeaker 3: Okay, it's capital letter G for goal, capital letter N for November, capital letter C for Charlie, Capital letter U for Umbrella.  Equal symbol.  What symbol?  Equal.  Oh, the equal sign.  Okay.  Yeah.  Capital letter C for Charlie.  Number four.  and then the percent symbol.\nSpeaker 4: Percent?\nSpeaker 3: Yeah.\nSpeaker 2: All right.\nSpeaker 4: So I have, in all caps, I have G as in golf, N as in November, C as in Charlie, U as in uniform, the equal sign, capital C as in Charlie, four, and then the percent symbol.\nSpeaker 3: Yeah, correct.\nSpeaker 4: All right.  And there's that one.  And I will go ahead and hit continue on that.  All right.  And go ahead and register the device.  Because I'm not planning on getting rid of this device anytime soon.  All right.  And I've got that set up.  All right.  All right, phone sign-in is done.  The multi-factor authentication has been completed.  Two-step verification has been checked to continue.  And it looks like I am in.\nSpeaker 3: Yeah, your Microsoft Authenticator app is already set up.  And it's also replicated here on the system as well.  It's the iPhone 14.  So you can now use the Microsoft Authenticator app to log into Accenture's site, okay?\nSpeaker 4: All right, and it looks like passwordless sign-in is enabled, so all I have to do is put in this password and I should be fine?\nSpeaker 3: Yeah, instead of password, you can now use the Microsoft Authenticator app as a login.  Okay, can you try it now to check?\nSpeaker 4: Let me see if I can get into... Let me see if I can get one back in here.  Oh, shoot.  Okay.  So let's do this.  All right.  So I've got that.  Okay.  Use the follow-up to register for a managed mobile payment.  All right.  I've already got that.  Let's see if I can go into my email and log into.  I'm going to log into my email now, just trying to see if it's working.  They just sent everything.  Oh.  Since I'm on my personal computer, it's saying that I have an unsecured or non-compliant device.\nSpeaker 3: I mean, is that on the browser?\nSpeaker 4: I'm using Opera.  Do I have to use like Google Chrome or Microsoft?\nSpeaker 3: I mean, you can actually access that one on your personal computer, but you can access the...  I don't have my client computer yet.  Once I get my client computer, I should be fine, but I just need to get...I've been trying to just get up and going.  I mean, you can just open it first on your mobile device using the Microsoft Edge because on the personal computer, you cannot really access that one due to Accenture policy, okay?\nSpeaker 4: So, I would use Microsoft Edge on the computer?\nSpeaker 3: Yeah.  I mean, your mobile device?  I mean, you cannot really access that one on your personal computer?\nSpeaker 4: I do have, actually I've got Microsoft Edge on my phone.  You can also try Microsoft Edge.  So I was going to go to email.accenture.com.  I don't know.  All right, so here, let's see if I can, okay.  All right, it's asking for a password.\nSpeaker 3: I mean, is that on the mobile phone?  I'm doing it on my mobile phone.  You can use the app instead.  Option.  All right.\nSpeaker 4: I'm going to sign in to Microsoft Edge.  Sign in.  I'm not using that one.  All right.  Let's see.  And it had to go through all the stuff for it.  So, all right.  It's trying to protect the app now.  I think it's waiting on some information, but once I get into my email, everything should be hunky-dory for you, correct?\nSpeaker 3: Yeah, correct.  The Microsoft Authenticator app is already set up as well.  You can just log in using the Microsoft Authenticator app, okay?  All right, sounds like fun.  Okay, so for this client,  ######,  I'll be now tagging your ticket here as solved and upon the resolution of the ticket, you may receive a survey via email and your feedback is highly appreciated, okay?\nSpeaker 4: All right.\nSpeaker 3: Okay, thank you so much again and have a wonderful day.\nSpeaker 4: You too, thank you.\nSpeaker 3: Okay, thank you.\n</call_transcript>\n<summary>\nThe call involved a new employee seeking assistance from the IT helpdesk to set up multi-factor authentication (MFA) for their account. The employee provided their personnel number, email, and callback number to the support agent. The agent verified the employee's request, which had already been approved by their manager, but required additional details such as the ticket number and manager's name for verification. After some back-and-forth, the employee provided the necessary information.\n\nThe agent then issued a temporary access password and guided the employee through the process of setting up the Microsoft Authenticator app. This included adding a work account, entering the temporary password, and enabling passwordless sign-in. The employee successfully completed the setup and tested the login process.\n\nThe agent clarified that due to company policy, certain systems could not be accessed on personal computers and recommended using Microsoft Edge on mobile devices for email access. The employee confirmed that everything was functioning correctly. The agent marked the ticket as resolved and informed the employee about a feedback survey. The call concluded with both parties expressing thanks.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's request for MFA setup, the verification process, and the resolution. It maintains relevance by focusing on the key interactions and steps taken during the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without any misleading content. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific issues with accessing systems on personal computers, which were minor but relevant parts of the conversation. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee's request for assistance with setting up multi-factor authentication. The summary has a clear structure and flow of ideas, making it easy to understand and follow, thus demonstrating coherence.\n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the employee's request, the verification process, and the resolution. The summary also provides a fair description of the main problems and resolutions, covering the employee's initial request, the issues encountered during the verification process, and the eventual resolution, thus demonstrating completeness.\n\nOverall, the summary meets all the criteria for a high-quality summary, with no significant issues or inaccuracies noted.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the purpose (MFA setup for new employee)\n2. Accurately describes the verification process, including the need for personnel details and manager approval\n3. Correctly outlines the technical steps taken (temporary password, Microsoft Authenticator setup)\n4. Includes the important detail about access restrictions on personal computers\n5. Mentions the resolution and survey follow-up\n\nThe summary is well-structured, flowing logically from problem identification to resolution. It maintains relevance throughout, avoiding unnecessary details while including crucial information. It's concise yet comprehensive, covering all major points without becoming verbose.\n\nMinor improvement could be made by mentioning the initial system issues with \"my key\" that was announced at the start of the call, as this contextualizes the high call volume situation. However, this doesn't significantly impact the summary's overall quality as it wasn't relevant to this specific caller's issue.",
        "claude_score": 9.0
      }
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    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk regarding an issue with submitting their timesheet in the MyT&E system. The employee reported receiving an error message stating that the \"cost collector has been closed,\" despite confirmation from the cost collector's team that the code was active and functional. The employee also attempted alternative methods, such as using an unassigned charge code, but encountered the same issue.\n\nThe IT agent confirmed there were no reported system-wide issues with MyT&E and determined the problem to be specific to the employee's account. The agent advised the employee to contact their manager, people lead, and the owner of the WBS (Work Breakdown Structure) code for further verification before escalating the issue to higher support. The employee shared evidence from the WBS admin confirming their access, but the issue persisted.\n\nThe call concluded with the IT agent agreeing to escalate the ticket to higher support while continuing communication via Teams. The employee was advised to follow up with their manager and await further updates from the IT team. The agent apologized for the inconvenience and assured the employee of continued support.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account for technology and business application support, press one.\nSpeaker 2: For mobile communication, please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press one.\nSpeaker 1: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 3: Hi, this is #### of CIO Service Desk.  Can I have your reply number?\nSpeaker 4: Yes, so that would be ##########.\nSpeaker 3: Thank you.\nSpeaker 4: Yeah, the employee name is #################.  And this is ######## from Accenture People Line.  So our employee is facing difficulty with ####, so can I go ahead and get him connected so that he can assist in a better way?\nSpeaker 3: Okay, please confirm the specific issue of the user regarding MyTE.\nSpeaker 4: Yes, he's unable to access MyTE.  It's giving an error.\nSpeaker 3: Okay, please transfer.  May I confirm first the name of the employee?  It's ######, right?  Yes, ######.\nSpeaker 5: That is correct.\nSpeaker 3: Okay, please transfer the user to us.  Thank you.\nSpeaker 4: Yes, he's on call.  Hey ######, so I do have my colleague online, so he'll be assisting you further with the MyTE issue.\nSpeaker 5: Okay, perfect.  Thank you very much for your help.\nSpeaker 4: Yes, thank you for calling Accenture People.  And this is ########.  Have a great day, both of you.\nSpeaker 5: Thank you.  How are you doing, ma'am?\nSpeaker 3: Hi, ######.  This is June of Shiloh Service Desk.  Okay, regarding this one, ######, before we proceed, can I confirm first your personnel number?\nSpeaker 5: Yeah, ########.\nSpeaker 3: And also your enterprise ID.\nSpeaker 5: ###############.\nSpeaker 3: Thank you.  And also your phone number.\nSpeaker 5: It is, let me check here, my address is ############.\nSpeaker 3: Thank you.  So regarding this one, #####, can you please try to elaborate your concern for my DE?\nSpeaker 5: Yeah.  Yeah, I've been trying all morning to submit my time.  When I've got everything together, I'm about to complete my submit, and I get an error message saying the cost collector has been closed.  Please follow up with the person who provided the cost collector.  Then I go ahead and I spoke with the cost collector this morning.  They went ahead and checked them from their end.  I was added.  They confirmed I was added.  I tried doing it again, and it's still showing an issue.  I tried just, instead of using a charge code, using an unassigned charge code.  And when I do that, I get the same error message of the cost collector.  So I'm unable to and have been unable to submit my time.\nSpeaker 3: OK.  Regarding this one, #####, I do apologize for this inconvenience.  But since you've been a champ, I've still had to be concerned.  And just to make sure I hear this correctly, you are having some issue right now.  Accessing or submitting your timesheet, I receive an error that the cost collector has been closed.  Am I correct?\nSpeaker 5: That is correct, yes.\nSpeaker 3: Okay.  Give me one moment.  Okay, regarding this one, #####, can I put the call on hold for about two to three minutes?  I need to check my resources regarding this one.  Give me a moment.\nSpeaker 5: No problem.\nSpeaker 3: Thank you.  Thank you for patiently waiting on the line, #####.  Okay, regarding this one, I'm still waiting for the advice from our support regarding your concern.  I will be putting the call on hold again for about two to three minutes, okay?  Please stay on the line.\nSpeaker 5: Yeah, ###, one quick question.  Is this a common thing?  Are there issues with myMyT&E today, or is this just like an isolated thing for me?\nSpeaker 3: Okay, as per checking here, man, #####, there is no reported downtime with my T&E right now.  It seems to be, it's your personal problem with the MITA right now.  So we need to check first the support or we need to wait for advice from our support regarding this concern, okay?\nSpeaker 5: All right.  Thank you.\nSpeaker 3: Thank you.  Please stay on the line.\nSpeaker 5: I think we can move it.  Is it going to be all of them?  There's all of them.  This one?  You can change it.  Whoever you assign it to.  You have to change the assignment group and then... Change it to supply chain here.  Reopen it and put that in the notes.  Okay.\nSpeaker 3: Okay.  Thank you for waiting.  Yes.  Okay.  Regarding this one, #####, I may confirm, is your colleague with WBS can submit their typesheet?\nSpeaker 5: They have been able to, yeah, nobody else on the project using WBS has had issues today.  And I talked to the CFM team, the team that owns this cost collector in WBS, and they were looking all morning.  They can't find why.\nSpeaker 3: Oh, great.  Give me a moment.\nSpeaker 5: I'm an authorized employee for this code.\nSpeaker 3: Okay.  Regarding this one, #####, as per checking here, as per advice by my support right now, we need to reassign your ticket to the higher support dedicated to MyTE.  And they will be the one that will check this one.  And then once the higher support gives us an update, we will call you back or we will provide you the update via Teams.  Okay?  And also, please inform first your manager that at this moment you cannot submit your MITEI because of this one.  And may I confirm also, before this one, you already reached out your lead or your people lead or your managers regarding this concern or this issue?\nSpeaker 5: I haven't reached out to my manager, but I did reach out to the people in charge of this charge code.\nSpeaker 3: Okay.\nSpeaker 5: I'll reach out to them right now.\nSpeaker 3: Okay, can you reach out to them right now?\nSpeaker 5: Sure.\nSpeaker 3: Okay, regarding this one... Okay, go ahead.\nSpeaker 5: Yeah.  No, tell me, tell me.\nSpeaker 3: Okay, regarding this one, since you... I mean, you just... You need first to reach out your big bullet before I will... Before reassigning your ticket at the highest support, we will wait first.  for the update from your people in, okay?  We'll ping you on Teams and then we will continue communicating through Teams, okay?  And once you confirm that your lead is an address of the issue, then we need to reassign your ticket to the higher support to update or to check your concern, okay?\nSpeaker 5: Yeah, June, just to make sure, should I reach out to my manager?  Should I reach out to my people lead?  Who should I be getting information from before you guys can go?\nSpeaker 3: Okay, please reach out your manager, your people and also the owner of the WBS.\nSpeaker 5: You want me to reach out to all three of them before reaching out back to you?\nSpeaker 3: Yes, we will continue communicating through Teams regarding this one.\nSpeaker 5: How do I reach you in Teams?\nSpeaker 3: I will bring you on Teams right now.\nSpeaker 5: Okay, so you want me to reach out to these three people before you can help me out with this?  Is that what you're saying, correct?\nSpeaker 3: Yes, because your manager, your people lead, and also the owner of WBS can help you with this one.  And if they advise to reach us back, then we need to reassign right now your ticket to the higher support.  If they cannot provide you a solution for your query or your issue right now, because as for a standard operation procedure, once you have a problem with the WBS or you cannot directly submit your time sheet, you need to reach out first to your manager or your people or the owner of the WBS itself so that they can check.\nSpeaker 5: So I reached out to the owner of the WBS or the manager of the WBS, one of the owners, and they told me here.  Let me share.  I reached out to one of the admins of the WBS, and this is what they shared with me.  I'm picking it right now.  Do you see?\nSpeaker 3: Give me a moment.\nSpeaker 5: They sent me this picture, and they showed me this, and I'm active.\nSpeaker 3: Okay.  The WPS is currently active.  Right?\nSpeaker 5: Correct, it is, yes.  And people have been charging to it.\nSpeaker 3: Okay, give me one moment.  So, for this one, #####, we will continue communicating through Teams, okay?\nSpeaker 5: Okay.  Do you need me to still check?  I can let you know once the manager on the project reviews, but do you need me to still check anything else?  Like I said, I checked with the owners, the admins of the WBS code, and they said I should be able to submit.\nSpeaker 3: Okay.  So, for this one, since you already, the owner of the WBS.  I will inform my team to reassign your ticket to the higher support, okay?  We will continue communicating on this to confirm.\nSpeaker 5: Okay, all right.  Let me know then.  Give me a call.  I have you here on the teams.  Ping me and call me if you need anything else from me.  Just got back from my manager.  He's saying I should be able to put in my time, so he doesn't understand either.\nSpeaker 3: Okay.  So thank you #####, and sorry for this inconvenience.  Bye for now.\nSpeaker 5: Okay.  Thank you.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk regarding an issue with submitting their timesheet in the MyT&E system. The employee reported receiving an error message stating that the \"cost collector has been closed,\" despite confirmation from the cost collector's team that the code was active and functional. The employee also attempted alternative methods, such as using an unassigned charge code, but encountered the same issue.\n\nThe IT agent confirmed there were no reported system-wide issues with MyT&E and determined the problem to be specific to the employee's account. The agent advised the employee to contact their manager, people lead, and the owner of the WBS (Work Breakdown Structure) code for further verification before escalating the issue to higher support. The employee shared evidence from the WBS admin confirming their access, but the issue persisted.\n\nThe call concluded with the IT agent agreeing to escalate the ticket to higher support while continuing communication via Teams. The employee was advised to follow up with their manager and await further updates from the IT team. The agent apologized for the inconvenience and assured the employee of continued support.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the employee's issue with the MyT&E system and the steps taken by the IT agent. It maintains relevance by sticking to the core issue and the actions taken to resolve it. The structure is coherent, with a clear flow from the problem description to the resolution steps. The information is accurate, reflecting the key details from the transcript without introducing any errors. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific error message \"cost collector has been closed\" more prominently. Overall, it provides a fair description of the main concerns and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript within a brief length. It remains relevant to the topic, focusing on the employee's issue with submitting their timesheet in the MyT&E system. The structure is coherent, making it easy to follow and understand the sequence of events and the steps taken by the IT agent.\n\nThe summary appears to be accurate, with information that matches the details provided in the call transcript. It also provides a fair description of the main problems and resolutions discussed, ensuring completeness.\n\nHowever, there are minor details omitted, such as the initial automated messages and the employee's interactions with Accenture People Line, but these do not significantly impact the understanding of the main issue and its resolution.\n\nOverall, the summary effectively captures the essence of the call transcript, providing a clear and concise overview of the issue and the steps taken to address it.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (timesheet submission error)\n2. Includes specific error message and troubleshooting attempts\n3. Accurately describes the agent's response and escalation process\n4. Maintains logical flow from problem identification to resolution steps\n5. Includes relevant details about verification requirements\n6. Accurately represents the call's conclusion and next steps\n\nThe summary is concise while retaining essential information, avoiding unnecessary details like personnel numbers or repetitive dialogue. It's coherent, with a clear progression from issue description to resolution steps. The information is accurate, matching the transcript's content without misrepresentation. It's also complete, covering both the technical problem and the procedural steps required for resolution.\n\nMinor improvement could be made by mentioning the initial automated message about MyT system issues, though this wasn't directly related to the specific case discussed.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "90ef549a-8964-4ab6-99f3-061bc3e2d178",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk due to issues accessing Microsoft Teams, Microsoft services, and Accenture sites. The employee reported receiving an error message indicating non-compliance with access requirements. The helpdesk agent confirmed that the employee's laptop was flagged as non-compliant under conditional access policies and explained that Level 2 tech support would be required to resolve the issue.\n\nThe agent initiated a remote session to assist the employee. After some troubleshooting, the employee successfully connected to the remote support tool using a provided PIN code. However, the initial attempt to run the support file failed due to administrative permissions. The agent guided the employee through downloading and running the file as an administrator. Once connected, the agent transferred the case to Level 2 tech support for further remediation.\n\nThe employee was instructed to continue communication with Level 2 support via the chat box on their screen. The call concluded with the employee expressing appreciation for the help provided.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.\nSpeaker 4: We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other call.\nSpeaker 3: I just want to check your service list and have your employee number.\nSpeaker 5: Yeah, you want the EID number?  Or the personnel number?  Personnel number is ########.\nSpeaker 3: Thank you.  And also please confirm your phone number.  ############.  Thank you.  And also your enterprise ID?\nSpeaker 5: ###########################.\nSpeaker 3: Thank you.  So for this one, ####, how can I help you today?\nSpeaker 5: I'm not sure if this is the message that if there's an ongoing error that Was noted when I called or if this is something different, but I'm getting a message that I cannot access this right now.  You're saying it was not successful.  I Don't meet the requirement to access this resource.  I'm having compliance issues with the computer.\nSpeaker 3: Okay, so regarding this one's up.  I do apologize for this inconvenience, but since you be the line I try my best to help you with your concern.  and Just to make sure I heard it correctly you're not able to access any Accenture sites or resources right now.  You'll receive an error that your sign-in was successful, but you didn't meet the criteria.  Am I correct?\nSpeaker 5: Yeah, correct.  I cannot sign into anything through Microsoft Teams or through Microsoft in general, yeah.  And Accenture sites, yeah.\nSpeaker 3: Give me one moment.\nSpeaker 5: OK, thank you.\nSpeaker 3: OK, as per checking here, your laptop was tagged as not compliant under conditional access.  And only the Level 2 tech support can help you to remediate your laptop to remove the compliance issue.  So for this one, while checking for the available technician, can I put the call on hold for about two to three minutes?\nSpeaker 5: Yes, sounds good.\nSpeaker 3: Thank you.  Please stay on the line.  Okay.  Thank you for patiently waiting on the line.  ####, regarding this one, ####, while waiting for the available technician, we will initiate the remote session right now.  So for the remote session, please open a browser on your laptop and search for 123rescue.com.\nSpeaker 5: So 123 what?\nSpeaker 3: 123rescue.com.  You are on the site right now.\nSpeaker 5: Yeah, it says support connection, enter a pin code.\nSpeaker 3: Your code is 916245.  After you click start download, it will download the file in a few seconds and please run the file as administrator.\nSpeaker 5: All right, I'm connected to the support representative.\nSpeaker 3: Okay, regarding this one, ####, we will initiate another one because the file is not, I mean, was not run as admin.  So for this one, I will provide you another six-digit code, okay?  So open again 123rescue.com.  All right.  Not bad.\nSpeaker 5: All right.  What's the new code?\nSpeaker 3: The new code is 724964.  Should I close out of the chat?  Yes.  Please close the existing chat.  After you click Start Download, it will download the file.  And after the download, please go to your Downloads folder.\nSpeaker 5: What was the code again?  724964.  Thank you.  All right.  Start Download.\nSpeaker 3: Yes.  After the download, please go to your Downloads folder.\nSpeaker 5: All right.\nSpeaker 3: Right-click.  The new file, the support log main rescue file.  Show more option.  Run as administrator.  And then Accenture Business.  for the reason.\nSpeaker 5: I only have two options.  Open or show in folder.\nSpeaker 3: Okay.  Click show in folder.\nSpeaker 5: All right.  And now try again.\nSpeaker 3: And then right-click the file, show more options, run as administrator, venture business, and then click yes.\nSpeaker 5: All right.  Now it's connecting to a chat.\nSpeaker 3: Okay, regarding this one, ####, I will transfer you directly to the Level 2 tech support to remediate your laptop, okay?  And please continue communicating with them through the chat box that you can see on your screen right now.  So, please click okay first, and then I will transfer you now to the Level 2 tech support.\nSpeaker 5: Okay, sounds good.  Looks like they have to \u2013 all right, thank you.\nSpeaker 3: Okay, so, ####, Please hang up the call right now because you need to continue communicating with the Level 2 tech through the chat box, okay?\nSpeaker 5: Okay, sounds good.  I appreciate the help.  Thank you.\nSpeaker 3: Thank you, ####, and bye for now.\nSpeaker 5: Bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk due to issues accessing Microsoft Teams, Microsoft services, and Accenture sites. The employee reported receiving an error message indicating non-compliance with access requirements. The helpdesk agent confirmed that the employee's laptop was flagged as non-compliant under conditional access policies and explained that Level 2 tech support would be required to resolve the issue.\n\nThe agent initiated a remote session to assist the employee. After some troubleshooting, the employee successfully connected to the remote support tool using a provided PIN code. However, the initial attempt to run the support file failed due to administrative permissions. The agent guided the employee through downloading and running the file as an administrator. Once connected, the agent transferred the case to Level 2 tech support for further remediation.\n\nThe employee was instructed to continue communication with Level 2 support via the chat box on their screen. The call concluded with the employee expressing appreciation for the help provided.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with accessing Microsoft Teams, Microsoft services, and Accenture sites, and the steps taken by the helpdesk agent to resolve the issue. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand and follow. The information is accurate and factually correct, reflecting the details of the call transcript. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific error message \"gone fishing page\" that users encountered. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing Microsoft Teams, Microsoft services, and Accenture sites due to non-compliance. The summary has a clear structure, starting with the problem, then the troubleshooting steps, and finally the resolution, making it coherent and easy to follow.\n\nThe summary is accurate, reflecting the information provided in the call transcript without any false or misleading information. It also provides a fair description of the main problems and resolutions, making it complete. The only minor issue is that some details, such as the specific error messages and the employee's personnel number, are not included in the summary. However, these details are not crucial to understanding the main issue and resolution.\n\nOverall, the summary is well-written, effectively conveying the necessary information in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk interaction:\n1. Clearly states the primary issue (access problems and compliance error)\n2. Accurately describes the troubleshooting steps taken (remote session setup)\n3. Includes the resolution path (transfer to Level 2 support)\n4. Maintains proper chronological flow\n5. Avoids unnecessary technical details while preserving important context\n\nThe summary is concise yet comprehensive, focusing on relevant information without including superfluous details like specific codes or repeated attempts. It accurately represents the interaction between the agent and employee, including the important detail about administrative permissions causing initial connection issues. The narrative is coherent and easy to follow.\n\nThe only minor improvement could be mentioning the initial automated message about MyKey performance issues, though this wasn't directly related to the user's specific problem.\n\nOverall, the summary effectively balances detail and brevity while maintaining accuracy and readability.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "b76308f7-3929-4fb5-bf7b-edb759a97fa2",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the company\u2019s IT helpdesk regarding an issue with their Mac device, which displayed a pop-up requiring device registration. The employee was unable to log into company applications and was redirected to a Mac portal page that provided no clear instructions. The IT agent initiated a remote session to troubleshoot the issue. \n\nDuring the session, the agent guided the employee through basic troubleshooting steps, including clearing browser history and attempting to log in again. The employee mentioned that a similar issue had been addressed earlier in the week, involving a keychain reset that temporarily resolved the problem. However, the current issue persisted, with the system failing to add the device after the employee approved a sign-in request.\n\nThe agent acknowledged the recurring problem and proposed continuing the troubleshooting process via the remote chat feature to consult additional resources. The employee agreed, and the call concluded with the agent requesting the employee to communicate further questions through the chat. The issue remained unresolved at the end of the call, pending further investigation.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.  Please enter your 8-digit personnel number so we can locate your details.  if you are a All agents are currently assisting other callers.  Please.\nSpeaker 2: Hello, this is ###### from CIO Service Desk.  Can you provide your personnel number, please?\nSpeaker 3: Yes, ###################?  Yes.\nSpeaker 2: And your enterprise ID, please?\nSpeaker 3: ##################.\nSpeaker 2: Thanks ######,and can you give your best callback number?\nSpeaker 3: ############.\nSpeaker 2: And may I know how can I help you today?\nSpeaker 3: Yeah, so I got a pop-up on my computer, my Mac, that basically has stated I need to register my device or something.  It's asking me to log in and preventing me from logging into all the Accenture stuff.  And it's saying I need to register my device.  But when I click on that, it takes me to the Mac, a Mac portal page or something like that, like a Mac portal app.  that doesn't tell me what to do there.  So I'm not really sure why or what's going on.\nSpeaker 2: I apologize for the inconvenience.  I'll be more than happy to assist you with regards to this concern, ######.  And let's do a remote session on your laptop so that I could be able to assist you with device registration.  One second.  Kindly go to your browser.  Then type in 123rescue.com.\nSpeaker 3: One second here.  Okay.  I said one, two, three, rescue.com.\nSpeaker 2: Yes.\nSpeaker 3: Let me use Safari.  I went to here before.  As a matter of fact, two days ago.  There it is.  Okay.  Okay.  Pin?\nSpeaker 2: Six digit pin code will be 266739.\nSpeaker 3: 266739.  Okay.  I inputted it, waiting for stuff to download.\nSpeaker 2: Okay.\nSpeaker 3: Download has happened.  Let me open Zip.\nSpeaker 2: Okay.\nSpeaker 3: I'll be in Rescue 2, opening now.\nSpeaker 2: Okay, waiting.\nSpeaker 3: Yeah, it's taking a little bit to load up here.  All right, I should be in.\nSpeaker 2: Connecting now to your machine.  One second.  Okay, please allow the prompt.  Yeah, I think I'm already in.\nSpeaker 3: Sorry.  So, clicking that sign in there on Teams will open up.  If you already know what the solution is, I'll just be quiet.\nSpeaker 2: Sorry?\nSpeaker 3: I said if you already know what the solution is, I'll just be quiet.\nSpeaker 2: Oh, okay.  Okay.  Sorry.  It's just because What do you call this?  I've already encountered the same error, I think, before.\nSpeaker 3: I would assume that I've failed some sort of compliance, and that's why it's telling me to do this, but it's not telling me what I failed.  But who knows?  I could be wrong on that, too.\nSpeaker 2: Understand.  Just reload this one.  Is it loading?  I think it, oh, you have other monitor displayed.  I think this one.  Okay.  Clear history.  Clear history.  Okay.  Just a basic troubleshooting for Intune.  If it didn't work out, then let's check for...\nSpeaker 3: So this was done on Monday.  I did this keychain stuff.\nSpeaker 2: So someone from our team already...\nSpeaker 3: Yeah, they already did this on Monday.  They resetted this, and that allowed me to log in into Chrome.\nSpeaker 2: Can you enter your login password?\nSpeaker 3: Enter again.\nSpeaker 2: Okay.  Sorry, but was unable to obtain authorization for this.  Can we try to redo it?  Sorry.\nSpeaker 3: Can we what?\nSpeaker 2: Let's redo the reset.  Hold on.\nSpeaker 3: Okay.\nSpeaker 2: And now we ask, one second, to go to... Okay, then... This one.  Let's try this here.  if you could be able to log in from here.  Okay.\nSpeaker 3: It popped up on the right screen, company portal.\nSpeaker 2: Sign in.  Okay, can you click on sign in, sorry?  Is it going through?\nSpeaker 3: Let me hit this authorization thing.\nSpeaker 2: Oh, okay, that one, yeah.  Approve sign in request.\nSpeaker 3: Essentially, ever since we went to this authorization thing, I've had nothing but trouble.\nSpeaker 2: Sorry to hear that.  One second.  Sorry, what was the error message?\nSpeaker 3: Yeah, it's just saying.\nSpeaker 2: It's not popping.  I mean, you're not receiving the approved sign-in request, sorry.\nSpeaker 3: No, I already approved it.  I already put in the number.  That already went through.  Now it's saying this is what's popped up afterwards, which is saying it couldn't add my device.\nSpeaker 2: Let me just check my resources.  Would it be fine if we continue the communication remotely?  It might just take a while.  If you have questions for me, type it in the chat box or remote chat box provided.  Sorry, what did you say?  Would it be fine if we continue the communication remotely?\nSpeaker 3: By remotely, what do you?\nSpeaker 2: This one, the remote chat box, this icon with the plus, that one.  If you have questions for me.  Oh, sorry, sorry to interrupt.  Go ahead.\nSpeaker 3: I said, yeah, if that's what you would prefer, that's fine.\nSpeaker 2: It might just take a while.  I'll check with my resources in here for this particular issue, okay?\nSpeaker 3: Okay.\nSpeaker 2: Okay, so if you have questions for me, just type it in the chat box provided.\nSpeaker 3: Will do.\nSpeaker 2: Thank you so much.\nSpeaker 3: Thank you.\nSpeaker 2: ######, bye for now.\nSpeaker 3: All right.\nSpeaker 2: Okay, you can now disconnect the call.  Thank you.\nSpeaker 3: All right, bye.\n</call_transcript>\n<summary>\nAn employee contacted the company\u2019s IT helpdesk regarding an issue with their Mac device, which displayed a pop-up requiring device registration. The employee was unable to log into company applications and was redirected to a Mac portal page that provided no clear instructions. The IT agent initiated a remote session to troubleshoot the issue. \n\nDuring the session, the agent guided the employee through basic troubleshooting steps, including clearing browser history and attempting to log in again. The employee mentioned that a similar issue had been addressed earlier in the week, involving a keychain reset that temporarily resolved the problem. However, the current issue persisted, with the system failing to add the device after the employee approved a sign-in request.\n\nThe agent acknowledged the recurring problem and proposed continuing the troubleshooting process via the remote chat feature to consult additional resources. The employee agreed, and the call concluded with the agent requesting the employee to communicate further questions through the chat. The issue remained unresolved at the end of the call, pending further investigation.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the Mac device, the steps taken by the IT agent, and the unresolved status of the problem. It is relevant, focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the transcript's content without introducing errors. However, the summary could be slightly more complete by mentioning the specific troubleshooting steps like entering the PIN code and the use of the remote session tool, which are important details in the context of IT support. Overall, it provides a fair description of the main concerns and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their Mac device and the IT agent's attempts to troubleshoot the problem. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary appears to be factually correct, matching the information presented in the call transcript. The summary also provides a fair description of the main problems and resolutions, although the issue remains unresolved at the end of the call.\n\nThe only potential drawback is that some minor details from the call transcript are omitted, but these do not appear to be crucial to understanding the main issue or the IT agent's attempts to resolve it.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the initial problem (device registration pop-up and login issues)\n2. Correctly outlines the troubleshooting steps taken (remote session, browser history clearing)\n3. Mentions the previous resolution attempt from earlier in the week\n4. Notes the unsuccessful outcome and transition to remote chat support\n\nThe summary is concise while maintaining essential details, has good flow and structure, and accurately represents the conversation. It's coherent and easy to follow, presenting events in chronological order.\n\nHowever, there are two minor areas for improvement:\n1. Could have mentioned the specific authentication method (the \"authorization thing\" the user complained about)\n2. Could have included the specific technical details about the keychain reset that was previously attempted\n\nDespite these small omissions, the summary provides a comprehensive overview of the interaction and maintains factual accuracy throughout.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "9b42592c-ab1b-4add-8e2f-74761bfe6134",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT help to set up Microsoft Teams on their new phone after changing devices. The employee explained that they needed Teams access to stay connected with their team during a potential hurricane evacuation. The IT support agent guided the employee through the process, which included setting up phone sign-in via the Authenticator app, using a temporary access pass, and installing the Intune Company Portal app. \n\nThe employee encountered issues with entering a PIN, as the system required an 8-digit PIN, but their phone's lock screen only allowed a 6-digit PIN. The agent suggested changing the phone's lock screen settings to meet the requirement. While the employee attempted to resolve the PIN issue, the agent placed the call on hold to update the support ticket. The call ended with the employee continuing to troubleshoot the PIN setup.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams, press 1.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Bye.  Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue.\nSpeaker 4: Hello, thank you for calling Service Desk.  My name is ##.  May I ask for your employee number, please?\nSpeaker 5: Hello, yes.  My employee number is ###############.\nSpeaker 4: Got it.  Thank you so much.  And may I ask for your signature email?\nSpeaker 5: ##################.\nSpeaker 4: And then may I ask for a call back number?\nSpeaker 5: Phone number?\nSpeaker 4: Yes, please.  ############.  Noted, I am at.  One moment, please.  Let me pull up your account here on my end.  All right, so #####, how can I help you today?\nSpeaker 5: So I'm trying to install Teams on my phone.  and set up the Accenture account.  I had it before I changed my phone, so I registered my phone through the security login, Accenture, but when I'm trying to set up the Teams, it asks me for the password, and Authenticator gives me the code, but there is nowhere in Teams to enter the code.\nSpeaker 4: I see.  Sorry for the inconvenience, but don't worry.  I will do my best to help you with this.  For the code, it should be notifying you via authenticator.  And we're checking here, #####, that you don't have a phone signed in yet for passwordless.  So let me help you set up that, OK?  OK.  OK.  Well, just let me know.\nSpeaker 5: It's going to be a hurricane in #######, so that's why I'm setting up Teams on my phone, just in case I have to evacuate, so I can inform and be in touch with my lead.\nSpeaker 4: Do you have access on your laptop right now?\nSpeaker 5: Yes, I do have access.\nSpeaker 4: All right.  I'll be sending you a link.  Please access it.  Sorry.\nSpeaker 5: Okay.\nSpeaker 4: My name on Teams is ######.  Just let me know once you receive my chat.  All right.  That's great.\nSpeaker 5: So I click on it?\nSpeaker 4: Yes, please.\nSpeaker 5: Okay, I did.  This is temporary access pass.\nSpeaker 4: Please use the temporary access pass request with your Accenture account.  Okay.\nSpeaker 5: Okay.\nSpeaker 4: Then just click the create.\nSpeaker 5: Okay, create.  Okay, so what should I do with this code?\nSpeaker 4: Please copy it first.\nSpeaker 5: Copy first, okay.  Okay, copy it.\nSpeaker 4: And then on your authenticator app, please open it.\nSpeaker 5: Okay.  Click on Accenture email.\nSpeaker 4: Yes, please.\nSpeaker 5: Yeah, I did that.\nSpeaker 4: And then just select the enable phone sign-in or set up phone sign-in.\nSpeaker 5: Okay, got it.  Yes.\nSpeaker 4: And just continue, okay?\nSpeaker 5: Okay, and enter my code, right?\nSpeaker 4: Yes.\nSpeaker 5: Okay.  Is it case sensitive?\nSpeaker 4: Yes, it's case sensitive.\nSpeaker 5: Okay, I did that.\nSpeaker 4: All right, that's great.  Let me check here.  One signed in.  All right.  And then please install this on your mobile Intune company portal.\nSpeaker 5: Is it from Apple Store?\nSpeaker 4: Yes, please.  Yes, I'll just open it and then.  I'm sorry, go ahead.\nSpeaker 5: It says device removed.  Okay, get notified so you don't lose access.  Okay.\nSpeaker 4: All right.\nSpeaker 5: Allow notification.  Okay, I got into the application.\nSpeaker 4: And then, yes.  Please enter the code showing on the screen, and then you'll be able to log in on that.  Log in to Teams?  On the Intune company portal.\nSpeaker 5: Yes, I logged in.\nSpeaker 4: Yes, and then please reopen your Teams, and then you will be able to log in also with your Accenture.\nSpeaker 5: Okay, I reopened my Teams.  Just a second.  Checking apps status.  Your organization is not protecting its data on this site.  You need to restart the phone to continue.  Okay, so I guess I have to hang up and restart my phone.\nSpeaker 4: No, no, just the application.  Just reopen it.\nSpeaker 5: Oh, just the application.\nSpeaker 4: Okay, great.\nSpeaker 5: Exit the privacy.  Ask for the PIN.  The PIN is my Accenture employee ID?\nSpeaker 4: No, it's the PIN or a lock screen on your phone.\nSpeaker 5: What is that thing?  Sorry.\nSpeaker 4: Lock screen on your phone.\nSpeaker 5: Oh, my phone.  Oh, okay.  My phone.  Okay.  Hold on.\nSpeaker 4: But it's not 8-digit.  Oh, so it's asking for an 8-digit.  Yeah, it's... Hold on a second.  Mm-hmm.\nSpeaker 5: Yeah, it asked for 8-digit.  So should I change my lock screen?\nSpeaker 4: Okay.  May I ask if did you set up a PIN on your company portal or no?\nSpeaker 5: What was that?\nSpeaker 4: If you are able to set up a PIN on your company portal application.  If not, please try to change your PIN to a digit.\nSpeaker 5: Oh, so I don't know how to set up the pin on my application portal on my laptop.\nSpeaker 4: Oh, no, no.  On your phone.\nSpeaker 5: On my phone.  Okay.  Let me change.  So let me change my lock.  Okay.\nSpeaker 4: Oh, okay.\nSpeaker 5: To eight digits.  So where is that lock?  Is it in general?  But it's not 8 digits.  ####### is 6 digits maximum.  Let me see one more time.  Custom number ##.\nSpeaker 4: While you're changing your pin, #####, may I put the call on hold for like a minute or two to do your ticket?  Thank you so much.  One moment, please.  Thank you.  Thank you.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT help to set up Microsoft Teams on their new phone after changing devices. The employee explained that they needed Teams access to stay connected with their team during a potential hurricane evacuation. The IT support agent guided the employee through the process, which included setting up phone sign-in via the Authenticator app, using a temporary access pass, and installing the Intune Company Portal app. \n\nThe employee encountered issues with entering a PIN, as the system required an 8-digit PIN, but their phone's lock screen only allowed a 6-digit PIN. The agent suggested changing the phone's lock screen settings to meet the requirement. While the employee attempted to resolve the PIN issue, the agent placed the call on hold to update the support ticket. The call ended with the employee continuing to troubleshoot the PIN setup.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's need to set up Microsoft Teams on a new phone due to a potential hurricane evacuation. It accurately describes the steps taken by the IT support agent, such as setting up phone sign-in via the Authenticator app and installing the Intune Company Portal app. The summary also mentions the issue with the 8-digit PIN requirement and the agent's suggestion to change the phone's lock screen settings.\n\nHowever, the summary could be improved in terms of completeness. It does not mention the initial steps of the call, such as the employee providing their personnel number, email, and callback number. Additionally, the summary does not clearly state that the call ended with the employee still troubleshooting the PIN setup, which is an important detail.\n\nOverall, the summary is relevant, coherent, and mostly accurate, but it could be more complete in capturing all the key details of the call.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with setting up Microsoft Teams on their new phone. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nThe summary is accurate, correctly describing the steps taken by the IT support agent and the issues encountered by the employee. However, it does not mention the initial automated messages and the agent's introduction, which are not crucial to the main topic.\n\nThe summary is mostly complete, describing the main problem and the attempted resolution. However, it does not mention the final outcome of the call, which is that the employee was still troubleshooting the PIN setup issue when the agent put the call on hold.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: Employee needs Teams on new phone due to hurricane concerns\n2. Main issue: Setting up Teams after phone change\n3. Process steps: Using Authenticator, temporary access pass, Intune portal\n4. Final challenge: PIN requirement mismatch\n\nThe summary is concise while maintaining essential details, and follows a logical flow from problem to attempted resolution. It accurately represents the conversation without adding incorrect information. The relevance is high as it focuses on the core technical support interaction.\n\nHowever, there could be minor improvements:\n- Could mention that this was specifically an Accenture account setup\n- Could clarify that the PIN issue was specifically related to the Intune Company Portal\n- Could note that the issue wasn't fully resolved by call's end\n\nDespite these small gaps, the summary provides a comprehensive overview of the key points and maintains good coherence throughout. The balance between brevity and detail is well-maintained.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "c283d245-d200-483f-b685-d53704bda1d1",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to inquire about transferring their personal cell phone to a corporate plan. After providing their personnel number and email address, the employee explained they wanted Accenture to cover their phone bill. The helpdesk agent confirmed the employee's request and offered to guide them through the process by sending a link via Microsoft Teams. \n\nThe employee mentioned they had seen the page before but were unsure about the required WBS (Work Breakdown Structure) code. The agent clarified that the WBS code is tied to the employee's project and is used for billing purposes. They advised the employee to check their timesheet or contact their group's financial officer to obtain the code. The employee expressed uncertainty about who their financial officer was but thanked the agent for their assistance. The agent encouraged the employee to reach out via Teams if further help was needed.",
    "base64_images": [],
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\nSpeaker 4: Hi, thank you for calling Service Desk.  This is ########.  May I have your personnel number, please?\nSpeaker 5: Yes, it's ###############.\nSpeaker 4: Thank you very much.  Can you also confirm your Accenture email address?\nSpeaker 5: My Accenture email is ###############################.  Great.\nSpeaker 4: Thank you so much, #####.  And sorry about that issue you're encountering right now.  Rest assured, I'll try my best to assist you today.  But before anything else, do you have any callback number?  #######.  Perfect.  How can I help you today, #####?\nSpeaker 5: Yes.  Can you help me with the process to transfer my personal cell phone to a corporate plan?\nSpeaker 4: Yes, sure.  Absolutely.  Have you ordered already?\nSpeaker 5: I haven't done anything.  I just started the company a couple months ago and I want to transfer my personal line to a corporate line so that Accenture pays the bill.  Okay.  I have my own cell phone.  I have my own cell phone.\nSpeaker 4: So you have your own cell phone.\nSpeaker 5: Just need to transfer your personnel line to the corporate, to a corporate account.\nSpeaker 4: Okay.  Can I message you on teams?  We have a send you the link.  Okay.  Right.  Register moment.  All right, just 1 moment.  Please still loading.  All right, here's the process.\nSpeaker 5: Have you guided anybody through this process before?  Because I've seen this page, but it asks for a WBS code.\nSpeaker 4: Oh, yes.  It's your project, WBS.  It's mandatory.  It's where the monthly billing will be charged to on your project.\nSpeaker 5: Yeah.  Do you know where I can get that?\nSpeaker 4: Do you know where I can get that?  Mostly that's the WBS you use on your My Timesheet.  But you can ask your CFO, your financial officer, for that.  Okay.\nSpeaker 5: So, a financial officer.  Yes, for our group.  Okay.  I don't know who that is.  Okay.  Thank you for your help today.\nSpeaker 4: You're welcome.  Right?  You can message me there if you need to.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to inquire about transferring their personal cell phone to a corporate plan. After providing their personnel number and email address, the employee explained they wanted Accenture to cover their phone bill. The helpdesk agent confirmed the employee's request and offered to guide them through the process by sending a link via Microsoft Teams. \n\nThe employee mentioned they had seen the page before but were unsure about the required WBS (Work Breakdown Structure) code. The agent clarified that the WBS code is tied to the employee's project and is used for billing purposes. They advised the employee to check their timesheet or contact their group's financial officer to obtain the code. The employee expressed uncertainty about who their financial officer was but thanked the agent for their assistance. The agent encouraged the employee to reach out via Teams if further help was needed.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the employee's request to transfer their personal cell phone to a corporate plan and the subsequent discussion about the WBS code. The information presented is relevant to the main topic and avoids extraneous details. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. \n\nHowever, there are minor inaccuracies and omissions. The summary does not mention the initial automated messages and the high call volume announcement, which could be relevant to understanding the context of the call. Additionally, the summary does not capture the agent's initial apology for the issue the employee was encountering, which adds a human touch to the interaction. Despite these minor issues, the summary provides a fair description of the main problems and resolutions discussed in the call.\n\nOverall, the summary is well-written but could be slightly improved by including the initial context and the agent's apology.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's request to transfer their personal cell phone to a corporate plan and the subsequent guidance provided by the helpdesk agent. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly captures the key details from the call transcript, including the employee's request, the agent's guidance, and the discussion about the WBS code. The summary also provides a fair description of the main problem and resolution, making it complete.\n\nHowever, the summary could be improved by including more specific details about the initial automated messages and the agent's introduction, which would provide a more comprehensive understanding of the call context.\n\nOverall, the summary is well-written and effectively conveys the essential information from the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the conversation:\n1. Conciseness: It efficiently condenses the interaction while maintaining essential details about the phone plan transfer request.\n2. Relevance: All information included directly relates to the main topic of transferring a personal phone to corporate plan.\n3. Coherence: The summary follows a logical flow from initial request through to the discussion about WBS codes and next steps.\n4. Accuracy: The details presented accurately reflect the conversation, including the specific points about WBS codes, timesheet reference, and financial officer consultation.\n5. Completeness: The summary covers both the initial request and the resolution path, including the employee's uncertainty about finding their financial officer.\n\nMinor contextual details from the beginning of the call (like system announcements about high call volume) were appropriately omitted as they weren't central to the main interaction. The summary maintains professional language while clearly communicating the key points of the conversation.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with accessing the MyT&E portal for submitting time cards. The employee reported encountering a light blue error screen stating the site was temporarily unavailable, an issue persisting for three days. The IT technician apologized for the inconvenience and initiated a remote troubleshooting session. \n\nDuring the session, the technician guided the employee to clear the browser's cache and cookies, which resolved the issue. The technician confirmed that the MyT&E portal was now accessible and advised the employee to clear cache and cookies if the problem recurs in the future. The ticket was marked as resolved, and the employee was informed they would receive a survey email regarding the support experience. The call concluded with mutual thanks and well wishes.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Sign for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor, or do not know your personnel number, press 1.  You have not.\nSpeaker 1: The number you entered must be 8 digits in length.  You entered.\nSpeaker 3: Hi.  Thank you for calling CIO.  This is #########.  Can I have your personal number, please?\nSpeaker 4: Yes, it is ##########.\nSpeaker 3: That's ##########?\nSpeaker 4: Yes.\nSpeaker 3: Yeah, thank you very much.  And how about your enterprise ID?\nSpeaker 4: Should be ###########, #########, at Accenture.\nSpeaker 3: Oh, thank you very much, ####.  And can you provide to me as well your best callback number?\nSpeaker 4: Yes, so it'll be this number, ############.\nSpeaker 3: That's ############.\nSpeaker 4: Yes.\nSpeaker 3: Yeah, thank you very much, ####.  And how can I help you today?\nSpeaker 4: So I've been trying to submit my time card through my T&E.  And every time I click on the link through the Accenture portal, I'm getting a light blue screen that says, we apologize for the inconvenience.  This site is temporarily unavailable.  Support teams are working as quickly as possible to restore the service.\nSpeaker 3: Oh, okay.  Yeah, for this one, first of all, I really do apologize, ####, for the inconvenience this has caused to you, since you're actually having a problem accessing the MyT&E site.  I know that's really inconvenient on your part, but do not worry.  I'll be more than happy to help you out and fix this problem for you.  Okay?\nSpeaker 4: Great.  Thank you.\nSpeaker 3: You're welcome.  So, right now, ####, yeah, we will actually need to do some troubleshooting on your machine.  So, can you May I ask if you are available for a remote session?\nSpeaker 4: I am.\nSpeaker 3: Okay.  Can you please open your browser, then go to 123rescue.com?  123rescue.com.\nSpeaker 4: Okay.\nSpeaker 3: Oh yeah, so if you're being asked to enter a code, so the six digit code will be ######.\nSpeaker 4: Okay, do I hit download?\nSpeaker 3: Oh yeah, click download.\nSpeaker 4: So it's waiting for the technician.\nSpeaker 3: I'll try to connect on your machine.  I'm still trying to connect on your machine, ####.  Please bear with me.\nSpeaker 4: Did I just hit OK?\nSpeaker 3: Yep.  Can you let me see the exact error message when you're trying to access my T&E?  Yes.  I can actually see on your other screen.\nSpeaker 4: Okay, cool.\nSpeaker 3: For now, ####, I'll just need to check some information about this.  Can I just basically unhold for just a minute or two?\nSpeaker 4: Sure, no problem.\nSpeaker 3: Thank you so much and stay in the line.  Thank you very much for patiently waiting on the line.  Regarding with this error, ####, we will actually need to troubleshoot it because upon checking here, there was really no problem with the MyTNE site.  The first troubleshooting step we need to do is we have to clear the cache and cookies on your browser.  Allow me for a minute.  Yeah, let's just wait for that one to be completed.  By the way, ####, just wanted to ask, when did this happen?  Or when did it start?\nSpeaker 4: This has been going on for the last, I think, like, three days.  I've been trying to log in, and I thought, oh, maybe it was down for a little bit, and then it would come back up, but it never did.  So, clearly, it's my machine's problem, but I would say three days.\nSpeaker 3: Oh, okay.  Yeah, let me just... Oh, yeah, so it's finished, so I'll try to restart your browser.  One moment.\nSpeaker 4: Okay.\nSpeaker 3: Done.  So, next is I'll be going to reopen.  You might see any sites.  Let's check if it's working.\nSpeaker 4: Okay.  I think that's it.\nSpeaker 3: Oh, yeah.  So, yeah.  For this one, ####, just in case when this happens in future, You can actually just try to clear the cash and cookies first, okay?  Just in case.\nSpeaker 4: Okay, yeah.  That sounds good.\nSpeaker 3: By the way, ####, since you are now able to access MyT&E, so I'll be tagging the ticket as resolved, and upon resolving the ticket, you will receive an email regarding the survey, and your response is highly appreciated.\nSpeaker 4: Great.  Sounds good.  Thank you so much.\nSpeaker 3: You're welcome, and thank you very much, ####, for contacting CIO.  And you do have a nice day.\nSpeaker 4: You too.  Bye-bye.\nSpeaker 3: Bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with accessing the MyT&E portal for submitting time cards. The employee reported encountering a light blue error screen stating the site was temporarily unavailable, an issue persisting for three days. The IT technician apologized for the inconvenience and initiated a remote troubleshooting session. \n\nDuring the session, the technician guided the employee to clear the browser's cache and cookies, which resolved the issue. The technician confirmed that the MyT&E portal was now accessible and advised the employee to clear cache and cookies if the problem recurs in the future. The ticket was marked as resolved, and the employee was informed they would receive a survey email regarding the support experience. The call concluded with mutual thanks and well wishes.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the MyT&E portal, the troubleshooting steps taken, and the resolution. It maintains relevance by focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the actual events and dialogue from the transcript. However, it omits some minor details, such as the initial steps to gather the employee's information and the specific troubleshooting steps like restarting the browser. Overall, it provides a fair description of the main problem and resolution.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing the MyT&E portal and the resolution provided by the IT technician. The summary has a clear structure, starting with the problem, then describing the troubleshooting steps, and finally, the resolution, making it coherent and easy to follow.\n\nThe summary is accurate, reflecting the information provided in the call transcript without any false or misleading information. It also provides a fair description of the main problem and its resolution, making it complete. The only minor detail not included is the initial automated messages and the process of establishing the remote connection, but these are not crucial to understanding the main issue and its resolution.\n\nOverall, the summary effectively captures the essence of the call transcript, providing all necessary information in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the key points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: All information included directly relates to the core issue and its resolution.\n3. Coherence: The summary follows a logical flow from problem identification to resolution, making it easy to follow.\n4. Accuracy: The details match the transcript precisely, including the nature of the error, duration of the issue (3 days), and the solution implemented.\n5. Completeness: It captures all crucial elements - the initial problem (MyT&E access), symptoms (blue error screen), troubleshooting steps (cache/cookies clearing), resolution, and follow-up (survey notification).\n\nThe summary effectively balances detail and brevity while maintaining accuracy and readability. It includes both the technical aspects of the interaction and the customer service elements (apology, future prevention advice). The only minor improvement could be mentioning the remote session tool (123rescue.com), but this detail isn't crucial to understanding the interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "ac63c76b-dd68-4931-9861-08dfe7974965",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk regarding an unresolved issue with their active support ticket. The employee explained that they had called multiple times and the case had been escalated to local IT support, but no one had contacted them for over 24 hours. The helpdesk agent confirmed the ticket was assigned to a local technician and apologized for the delay. \n\nThe agent investigated the issue and reached out to back-end support to expedite the process and contact the assigned technician. The employee requested reassignment of the ticket since the current technician was unresponsive. The agent assured the employee that they would document the concern, escalate the ticket, and follow up with the technician. \n\nThe agent also provided their contact information via Teams for further updates and asked the employee to notify them if the technician still did not respond. The call concluded with the agent reiterating their commitment to resolving the issue and the employee acknowledging the next steps.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1157.0,
      "num_output_tokens": 186.0,
      "inference_runtime": 5.340944290161133,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For technology and business... To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, Press 3.  To check if your account is passwordless, please visit go.accenture.com.  slash go passwordless.  If you are passwordless, press 1 to speak to a live agent.  Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 2: Gone fishing page, the team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to wait.  Hi, this is ####.\nSpeaker 3: May I have your personal number, please?  ########.  Just to confirm, it's ########, correct?  Correct.  Thank you so much.  And can you please also confirm to me your enterprise ID, your EID?  Yep.  It's ####################.  Thank you so much, ######.  So let's first try to pull up your account here in my end.  While waiting, ######, may I have also your call top number?\nSpeaker 4: Yep, ############.\nSpeaker 3: Thank you so much, ######.  Okay.  Yeah, I already put your account here in my end, ######.  How may I help you today?\nSpeaker 4: I've called multiple times, so hopefully it's noted in that I'm trying to get my case escalated for local IT support to call me.\nSpeaker 3: Okay, just to confirm, you already called in multiple times, and you have an active ticket here that is already assigned to the local tech support, correct?\nSpeaker 4: Correct.  Because nobody has been able to help me over the phone, so they reassigned it to local IT.  But local IT is not calling me, and it's been over, well over 24 hours.  An entire day.\nSpeaker 3: I do apologize for the inconvenience.  Let me go ahead and further investigate that active ticket here on my end.  Okay, ######, I already seen the, I mean, the access ticket here in my end is, yeah, that is already assigned to the local tech support.  But this one, let me go ahead and, I mean, reach out our back end support to, so that they can reach out also the assigned technician of the ticket.  Because as per second here, it has already a technician assigned to it.  So, can it be second hold for one to 10 minutes, ######?  Can it be reassigned?\nSpeaker 4: Can it be reassigned?  Because that person's not calling me.\nSpeaker 3: Okay, yeah.  I will ping our back-end support for that one.  I will document and advise them about your concern, okay?\nSpeaker 4: Okay.\nSpeaker 3: Okay.  So yeah, let's just first reach out to them, my back-end support.  So can I please hold the phone for one to two minutes?  Is that okay for you?\nSpeaker 4: Sure.\nSpeaker 3: Thank you so much, ######.  Hello, ######.\nSpeaker 4: Hello.\nSpeaker 3: Yeah, thank you so much for patiently waiting on the other line, ######.  Just an update.  I'm still waiting for the response of my back-end support.  So, I mean, I'm just waiting for the response because they're further investigating your ticket.  So, can you please hold again for one to two minutes?  I'll be back for an update.\nSpeaker 4: Okay.\nSpeaker 3: Thank you so much.  Hello, ######?\nSpeaker 4: Hello.\nSpeaker 3: Yeah, thank you so much for patiently waiting on the audio line.  So, yeah, as we're checking here, I'm going back and forth with the ready response.  So, what we'll do here now is that they will expedite the ticket and they will be also reaching out the assigned technician about your ticket, okay?  So, for assurance, just to confirm, they have access on your, being set on your phone right now?  Yes.  Okay.  I'll be pinging you in Teams and send me an update if the technician is still not reaching out to you so that I can ping my back-end support again.  Okay.  I already sent you a message in Teams.  My name is #############.\nSpeaker 4: Got it.  Thank you.\nSpeaker 3: You're welcome.  So, just an update.  If the technician is still not reaching out to you.  Okay, that I can.  Okay, thank you so much.  Yeah.  You're welcome.\nSpeaker 4: Bye bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk regarding an unresolved issue with their active support ticket. The employee explained that they had called multiple times and the case had been escalated to local IT support, but no one had contacted them for over 24 hours. The helpdesk agent confirmed the ticket was assigned to a local technician and apologized for the delay. \n\nThe agent investigated the issue and reached out to back-end support to expedite the process and contact the assigned technician. The employee requested reassignment of the ticket since the current technician was unresponsive. The agent assured the employee that they would document the concern, escalate the ticket, and follow up with the technician. \n\nThe agent also provided their contact information via Teams for further updates and asked the employee to notify them if the technician still did not respond. The call concluded with the agent reiterating their commitment to resolving the issue and the employee acknowledging the next steps.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the unresolved ticket and the helpdesk agent's actions to address it. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. \n\nIn terms of accuracy, the summary correctly reflects the key details of the call, such as the employee's repeated attempts to get help, the escalation to local IT, and the agent's efforts to expedite the process. However, it slightly misses the specific detail that the agent asked the employee to hold multiple times while they contacted back-end support. \n\nThe summary is mostly complete, covering the main problems and resolutions discussed in the call. It includes the agent's commitment to follow up and provide updates via Teams, which is an important aspect of the resolution process.\n\nOverall, the summary is well-done but could be slightly improved by including the detail about the multiple holds.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue and the helpdesk agent's actions to resolve it. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the employee's concerns and the agent's responses. The summary also provides a complete description of the main problems and resolutions discussed in the call, including the employee's request for reassignment of the ticket and the agent's assurance to escalate the issue and follow up.\n\nOverall, the summary meets all the criteria for a high-quality summary, with no notable omissions or inaccuracies.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Maintains brevity while covering essential points about the escalation request and follow-up actions.\n2. Relevance: Focuses on the core issue (unresponsive local IT support) and resolution steps.\n3. Coherence: Well-structured flow from problem identification to resolution steps and next actions.\n4. Accuracy: Correctly represents the conversation details, including the 24-hour delay and the agent's actions.\n5. Completeness: Captures both the initial problem (delayed response from local IT) and resolution steps (expediting ticket, backend support involvement, Teams follow-up).\n\nMinor improvements could include mentioning the initial IVR system context and authentication process, though these are less critical to the main narrative. The summary effectively balances detail and brevity while maintaining accuracy and providing a clear picture of both the issue and resolution path.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "2264fa1e-9a91-4025-980b-ba3dfb3b27e7",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to set up a new phone as their authenticator device. The employee encountered an error while scanning the QR code during the setup process. After verifying the employee's details, the helpdesk agent initiated a remote session to guide the employee through the process.\n\nThe agent confirmed that the employee had their company laptop and instructed them to access a remote support tool. Once connected, the agent identified that the old device was still linked to the account and guided the employee to remove it from the Authenticator app. The employee was then instructed to re-add their account by selecting the appropriate account type, signing in, and entering a temporary access pass provided by the agent. \n\nAfter successfully registering the new device, the agent confirmed that the Authenticator app was now functional. The call concluded with the agent marking the issue as resolved and informing the employee about a feedback survey. The employee expressed gratitude for the assistance, and the call ended amicably.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1518.0,
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      "prompt_truncated": 0.0,
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.\nSpeaker 2: For Video Conferencing Services such as Teams, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.  For technology and business application support, press 1.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 4: If you are a contractor Hi, we are currently experiencing high call volume due to performance issues with myT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue.\nSpeaker 5: Hi, thank you for calling Service Desk.  This is ######.  Can I have your employee number, please?\nSpeaker 6: Sure. ########.  \nSpeaker 5: Sorry, but you're cutting in and out.  Can you please confirm?\nSpeaker 6: Yes, it's ########. ####.\nSpeaker 5: All right.  Thank you.  Just give me a moment.  Let me just pull up your account.\nSpeaker 6: Mm-hmm.\nSpeaker 5: Can I also have your enterprise ID?\nSpeaker 6: Yes, it's ##########.\nSpeaker 5: Okay.  What about your best callback numbers, just in case we get disconnected?  ############.  All right.  Thank you so much for that, ####.  What can I do to help you today?\nSpeaker 6: Yeah, I got a new phone.  I was following the online guidance to set up it as my new authenticator.  I got as far as having to scan the QR code on my new phone, and I received an error, and that's why I'm calling.  Gosh, I did not make a note of that.  I'm sorry.  I tried.\nSpeaker 5: Yeah, no worries, ####.  So let me just confirm it first.  You called in because you're trying to set up your new phone into the Authenticator app, right?  And you get an error.  when you scan the QR code.  Is that correct?\nSpeaker 6: That's right.\nSpeaker 5: I see.  I totally understand your situation right now, but since you have me on the line, I'll do my best to help you with this one.  So let me just confirm.  Do you have your Accenture laptop with you right now?\nSpeaker 6: Yes.\nSpeaker 5: Yeah.  Is it okay if we will do a remote session so that I can check and guide you in how we're going to set up your authenticator?  Sure.  Yeah.  So please open a browser.  And then go to 123rescue.com.\nSpeaker 6: Okay.  All right, it's asking for a pin.\nSpeaker 5: Yeah, here's the code.  289622.\nSpeaker 6: Okay.\nSpeaker 5: Then start download.  And run it as administrator.\nSpeaker 6: the file.  Okay.\nSpeaker 5: All right, connecting here.  Then please click okay.  Okay, so let me just take control here and I'll try to check here.  MySignIn.\nSpeaker 6: Yeah, I already removed the device.  I tried to.\nSpeaker 5: OK.  All right, so it's already deleted here.  All right, can you please open your Authenticator app in your new phone, ####, and then try to check there.  if that plus sign, can you see it?\nSpeaker 6: Yes, right now I still have my ########################### on there with an action required badge.  But yes, do you want me to hit the plus sign instead?  Yes.  All right, I've done that.\nSpeaker 5: Okay, hold on for a second.  And then what can you see in your end now?\nSpeaker 6: What kind of account are you adding?\nSpeaker 5: All right.  Can you try to delete that one first?  And let's re-add your authenticator in the system.\nSpeaker 6: OK.  I'll delete my old one.\nSpeaker 5: OK.\nSpeaker 6: I can say this app only or all apps?  Just your account.  Should I remove it from this, just from the Authenticator app, or for all my apps?  Probably all of them?\nSpeaker 5: Yeah, in the Authenticator app only.\nSpeaker 6: Oh, okay, this app only, okay.  Okay.  All right.\nSpeaker 5: All right, and then can you see a plus sign there in the upper part of your screen?\nSpeaker 6: Mm-hmm.\nSpeaker 5: Yeah, and then click that one, and then tell me what you can see after clicking the plus sign.\nSpeaker 6: It says, yeah, what kind of accounts are you adding?  Personal, work, or school, or other?\nSpeaker 5: Yes, select the worker school account.\nSpeaker 6: Okay, then it says sign in, scan QR code, one or the other.\nSpeaker 5: Can you try to sign in?  And try to check there if you'll be asking for a temporary password.  All right.\nSpeaker 6: Yes, it's asking, enter temporary access pass.\nSpeaker 5: All right, so input this temporary password right here, this one.\nSpeaker 6: I would say sign in with your phone.  I can continue.  Now it's asking me to register my device.\nSpeaker 5: Yeah.  Click register.  OK.\nSpeaker 6: It's loading.  Okay, account's been added.\nSpeaker 5: That's great.  Yeah, it's already added here also.  This one right here.  You're using an iPhone, right?  Okay.\nSpeaker 6: Yes.\nSpeaker 5: Yeah, so it's now registered, ####.  So you can now use your Authenticator app in logging in, okay?\nSpeaker 6: Okay, thanks for your help.\nSpeaker 5: Yeah, you're welcome.  So for this one, I'll go ahead now and tag this ticket here as resold.  And upon distribution of your ticket, you may receive a survey via email, and your feedback will be highly appreciated.  Thank you so much, ####, and have a great day.  Bye for now.  Bye-bye.  Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to set up a new phone as their authenticator device. The employee encountered an error while scanning the QR code during the setup process. After verifying the employee's details, the helpdesk agent initiated a remote session to guide the employee through the process.\n\nThe agent confirmed that the employee had their company laptop and instructed them to access a remote support tool. Once connected, the agent identified that the old device was still linked to the account and guided the employee to remove it from the Authenticator app. The employee was then instructed to re-add their account by selecting the appropriate account type, signing in, and entering a temporary access pass provided by the agent. \n\nAfter successfully registering the new device, the agent confirmed that the Authenticator app was now functional. The call concluded with the agent marking the issue as resolved and informing the employee about a feedback survey. The employee expressed gratitude for the assistance, and the call ended amicably.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the QR code, the remote session, and the resolution. It maintains relevance by focusing on the key aspects of the interaction. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the steps taken during the call. However, it omits some minor details, such as the initial high call volume message and the specific instructions given during the remote session. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with setting up their new phone as an authenticator device and the helpdesk agent's resolution. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly represents the events and details of the call transcript, including the steps taken by the agent to resolve the issue. The summary also covers the main problem (the employee's difficulty in setting up their new phone as an authenticator) and the resolution (the agent's successful guidance through the setup process), thus demonstrating completeness.\n\nGiven these strengths, the summary scores highly across all criteria.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call while maintaining brevity. It accurately describes the main issue (setting up a new phone authenticator), the error encountered, and the step-by-step resolution process. The summary follows a logical structure, starting with the problem identification, moving through the verification process, and ending with the resolution and call conclusion.\n\nThe summary includes relevant technical details like the QR code scanning issue, remote session setup, and the process of removing the old device before adding the new one. It also accurately captures the successful resolution and the mention of the feedback survey.\n\nHowever, there are a few minor details that could have been omitted without losing context (like mentioning the company laptop), and some specific technical steps could have been condensed further. The summary maintains professional language and clearly conveys the interaction between the agent and employee.\n\nThe summary achieves a good balance between detail and conciseness while maintaining accuracy and coherence throughout.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c54aecfe-4a68-4fa6-829e-c5423e2a41fc",
    "train_trial_index": 0,
    "predicted_text": "The call involved a frustrated employee seeking assistance from the IT helpdesk to set up their new phone for work-related applications and authentication. The employee expressed dissatisfaction with the lack of clear instructions and the repeated need to contact support. They reported being unable to access the Authenticator app and experiencing confusion with various setup processes, including generating temporary access passes and enabling passwordless authentication.\n\nThe helpdesk agent reviewed the employee's ticket and guided them through the necessary steps to resolve the issue. This included accessing the Authenticator app, generating a temporary access pass, and setting up work applications like Outlook and Teams. The employee also encountered additional security requirements, such as setting a PIN, which they found inconvenient.\n\nAfter several attempts and troubleshooting, the agent confirmed that the employee's new phone was successfully registered, and they could now authenticate and access work resources. The employee was able to install and set up Outlook and Teams, though they remained frustrated with the overall process. The call concluded with the agent confirming the resolution and requesting feedback.",
    "base64_images": [],
    "stats": {
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      "call_summarization_score": 0.8148148148148149
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock.  For technology and business application support, press 1.\nSpeaker 2: For mobile communication support, please enter your 8-digit personnel number so we can locate your details.\nSpeaker 1: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page. The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: Hello, this is #### from CIO Service Desk.  Can I have your employee number?  ##########.  Mm-hmm.  ##########.  And can you please confirm me your Accenture email?\nSpeaker 3: ###############################.\nSpeaker 2: All right, #######, thank you.  And can I have your callback number?  ############.\nSpeaker 3: You know, the thing is, no one ever calls me back, but everyone asks for it.\nSpeaker 2: Okay, I do apologize for that, but could you please confirm your issue, #######?\nSpeaker 3: My issue?  There's a ticket.  There's a ticket log.  This is my third time today, this morning, calling helpdesk.  So, if I have to call a fourth time, I think I'm going to do something else.  So the ticket number is INC48640054.  I'm getting very frustrated because I'm at a client site and it's almost 2 p.m.  Eastern and I literally spend my time dealing with my phone, setting up my phone.\nSpeaker 2: Okay.\nSpeaker 3: I don't know.  When do you expect me to do any work if I have to spend all day dealing with my phone?\nSpeaker 2: Okay, I completely understand that.  I do apologize for that, but no worries.  Let me just check your ticket, okay?  So we can proceed in your issue, okay?  One moment, please.  All right, #######, may I confirm if you already set up your new phone on MySignIn?\nSpeaker 3: Ma'am, I have done so many times.  I'm unable, I'm unable to get into Authenticator.  My password does not work on Authenticator.  It says I'm blocked.  My company blocked me.  So I don't know where I set up myself.  I've been through so many links.  someone who is going to be able to check everything with me, stay with me, work with me, and not just say, oh, we need to wait for 15 minutes.  I will ping you back.  Let's wait for 15 minutes, and then we'll work again.  And then 15 minutes are all over, 30 minutes over, and this person just disappears, like does not respond anymore.  Like, you know, it's not a... It's just horrible, horrible, horrible, horrible, all I can say.  I'm sorry, but it's just not working.  So I don't know what I set up.  Let's start over.  And that's what I explained to this person.  I am going to get someone new.  if you're not continuing working with me, then we're going to start over, over and over and over.\nSpeaker 2: I completely understand your situation right now, #####, but no worries.  I'm here to help you so that we can fix this and resolve this.  Your issue, okay.  And may confirm if you're able to access any Accenture sites from your laptop.\nSpeaker 3: My laptop, my laptop is fine.  I got new phone.  And I'm unable to get set up on my new phone.  That's the issue.  My laptop is fine.\nSpeaker 2: Yes, I understand that.  But are you able to access any Accenture sites?  Because we need to access my sign-in.\nSpeaker 3: Did it say anywhere in tickets that I'm having issues with my sign in?  No, it doesn't.  So we've been through, we've been through tap self-service.  We've been through my ID.  We've been through go passwordless request, my passwordless.  She just told me again, tap self-service.  I tapped my self-service.  I got new code.  I don't even know where to go anymore.  I'm so confused.  I'm, like, running like a squirrel in a circle.\nSpeaker 2: Mm-hmm.  And I need you to calm down, #######, so I can able to help you, uh, with this, okay?  But, like, it was, like...\nSpeaker 3: Have you... Have you been... I'm telling you, I have done so much, and that's why they need to log everything in a ticket.  They create tickets with no information.\nSpeaker 2: Yeah, that's why I'm here, #######.  Your ticket here is still pending, as you need... As we're checking here.  The previous agent advised you to wait a replication time due to the error message that you are getting.  So right now, #######, can we just follow the steps that I will be providing to you?  Can we open your Authenticator app in your new phone?  And can you tell me if your account is already listed there?\nSpeaker 3: Which account?  I don't know which account.  Like I have Accenture ####### ##########################.  Yeah, I got that.  Okay.\nSpeaker 2: And could you please try again to go to mypasswordless.accenture.com and kindly try to generate a temporary access pass again.\nSpeaker 3: But now I have to wait another 15 minutes.  That's what I was told.\nSpeaker 2: Yeah, but let us try right now as the replication already passed.\nSpeaker 3: Okay, okay.  So there's three options.  I don't remember anymore.  Do I say middle one, get started on gold passwordless request, or temporary access?  Can you get with me so I can share my screen so you can tell me where to click?  Can you share with me on screen?\nSpeaker 2: Okay.  Okay, one moment.  Okay, my name is #####, and I've sent you a message right now.\nSpeaker 3: Let me share my screen.\nSpeaker 2: Okay.\nSpeaker 3: And here are all the things we have done.  So my password was, okay, which one do I select now?\nSpeaker 2: The temporary access pass request.\nSpeaker 3: Okay.\nSpeaker 2: Select the first option.  Okay.\nSpeaker 3: Okay, I'm sorry.  I'll go back.  And then that one.\nSpeaker 2: Okay.\nSpeaker 3: So, but I just recently created one.  So now I have another one.  It says you can only have one in every 30 minutes.  So I don't know.  Now we're creating another nightmare, you know?\nSpeaker 2: Okay.  Can you copy that chat?  Because it will be moved.  Yeah, I'm breaking it down.  Okay.\nSpeaker 3: Okay.  So now where do I go?\nSpeaker 2: So can you open your authenticator up right now?  My authenticator.  On my phone.\nSpeaker 3: On my phone.  Correct.\nSpeaker 2: Yes, on your phone and then.\nSpeaker 3: Do I click enable phone sign in?\nSpeaker 2: Right?  Correct.\nSpeaker 3: Okay.  All right.  Continue.\nSpeaker 2: Okay.\nSpeaker 3: It says enter temporary access pass.  Do I enter this crazy number I just got?  Okay.\nSpeaker 2: Correct.\nSpeaker 3: Okay.  Hold on.  Okay, now it says enter password.\nSpeaker 2: Do you have the password since you are still password-enabled?\nSpeaker 3: I don't have a pass.  I mean, I have one.  I set it up previously with the person.  Sure, I can try, but that password didn't work.  Oh, OK.  So one, I know.\nSpeaker 2: Yes, as we're checking here, #######, you're still password enabled.  You're not yet passwordless, which means you're still using a password.  I was.\nSpeaker 3: I was passwordless.  Trust me, I was passwordless.  And this morning, We have done all kinds of crazy stuff.  And I became passwordless.  And I became back to password.  So let me just say that I don't even know what state I'm in anymore.  It's like you get three different people advising you on stuff.  It's just not working.\nSpeaker 2: Okay.  May I confirm what was the last password that you remember?  That you created?  That should be the password.  And let me try to log in.\nSpeaker 3: Do you want me to tell you the password or?\nSpeaker 2: No need.  You can just put it in your MFA.\nSpeaker 3: I'm sorry.  When am I uploading?  Okay.  I am right now.  Let me just enter this password on my phone.  Is that what you want me to do?\nSpeaker 2: Yes.  Yes, correct.  Let me enter the password, the last password that you remember.\nSpeaker 3: I can't type and talk at the same time, please.  Just one sec.  I'm typing fifth time, please.  Okay, approve sign-in request 90.  Where do I enter?  Okay, 90.  I think it's actually finally worked.  So bingo.  Help us keep your device secure.  Register your device to continue.  Do I click register?  Yes?  Correct.  Okay, let's register.  Oh, boy.  What do you want?  Approve sign-in request 21, okay, yes.  Sign in with your phone, so check, check, check.  I don't know, nothing really happened, so I don't know what to do.  I don't know.  Enter code manually.  Your account provider will display a QR code.  I don't know what QR code.  I'm not sure what to do.\nSpeaker 2: I don't know what to do.  Did something happen?\nSpeaker 3: It went away.\nSpeaker 2: May know what are you seeing right now on your phone?  after you click register device?\nSpeaker 3: I don't really see anything.  I'm back to like authenticator.  On top I have authenticator, search plus.  and I see Accenture ####### ########################## and then there's like a blue kind of circle that says scan QR code.  Your account provider will display a QR code or enter code manual.  I don't know what code.\nSpeaker 2: Okay, you're all set here.  We're checking here #######.  You're already set up your new phone, okay, and become passwordless.  So you're already all set and you're good to go right now.\nSpeaker 3: Hold on, where am I good to go?  So after I set up this authenticator, how and where do I get my email, my Teams, my TME, my all that stuff, where do I go?  What do I do?\nSpeaker 2: If you want to test your authenticator app, you may try to access any Accenture sites from your phone, or you may try to install Teams and Outlook and try to test your authenticator app.\nSpeaker 3: Okay, so really, Previously, I installed a portal, so company portal, so I should be able to sign in and it says authenticator locked, unlock, okay.  Big account, okay.  Loading company resources, Accenture, okay.  So where do I get... Teams, Accenture Teams, or how do I get Accenture Teams and Outlook?\nSpeaker 2: I would just go to App Store and search for Teams and Outlook.\nSpeaker 3: It's going to work with my... I thought there was some special... So I just tried to upload my... install my T&E.  and a portal Microsoft would like to install.  Okay, install it.  So hold on, let me try.  So I just go to App Store and I search for Microsoft Outlook?\nSpeaker 2: Correct, as well as Teams.  It's the regular application.\nSpeaker 3: Okay, and I installed it.  Hold on.  Let me just make sure I can get it set up while I have you.  I would just hate calling first time.  If you could just give me a couple of minutes, please.  I really would appreciate it.  Just my morning has been hell.  Okay.  So I installed Outlook.  Now I'm opening Outlook.  So it says in account, so I just... Add account, so I type #################, like my Accenture email?  Mm-hmm.\nSpeaker 2: Correct.\nSpeaker 3: Okay.  Add.  #############.  Add account.  Okay.  Please authenticate.  Open Authenticator.  Nothing is opening, really.  I don't know.  It's not opening anything.  It's kind of weird.\nSpeaker 2: Let me try to check your notifications in your phone.  It will be prompted there.\nSpeaker 3: It says checking app status or something.  Your organization is now protecting its data in this app.  You need to restart the app to continue.  Let's continue checking app status.  I'm not quite sure what's going on.\nSpeaker 2: I'm not worried.  That's normal.  That's part of the process.\nSpeaker 3: That's normal, okay.  Okay, it says again, your organization support team is now helping you protect work or school data in this app.  Okay.  To access your organization's data with this app, set a PIN.  Okay.  But before, I didn't have to enter any PINs.  PIN does not meet the requirements.  Okay.  So I would have to enter this each time I'm going to open an app?  This PIN thing?  Yes.  Are you kidding me?\nSpeaker 2: I didn't have to do that before.  Yes, but normally if you have already the face ID in your phone, you may also try to face ID.  That's the only just added security.\nSpeaker 3: But let's make sure I, my problem is I got new phone and zero documentation.  No, like email or something like, hey, #######, follow this instruction, set up everything properly, right?  Like zero, zero.  And I'm scrambling, right?  So, now, Accenture Teams of Use.  In order to access Teams resources, you must read the Terms of Use.  Okay.  Okay, okay, okay, okay, okay.  Accept.  Okay.  So, I don't know.  Have I set up face?  I have not set up face.  I just... Okay, so I got my mail, email installed.  Okay, great.  Now, how do we make sure that... my whatever face stuff is installed.  Where do I go for that?  to make sure it's installed?\nSpeaker 2: What do you mean?\nSpeaker 3: Well, you just told me like if your face is, you know, your face thing.\nSpeaker 2: The pin in your Outlook or in your Teams is only an added security.  But if you have already a face ID in your phone, Normally, if you want to access, try to open up Outlook, it will be just automatically recognize your face ID, but sometimes it will ask you for a PIN, but it's not always asking for a PIN.\nSpeaker 3: Okay.  Well, hopefully it will work.  All right.  Okay, well, I guess for now, thank you.  That's hopefully the last time I call.\nSpeaker 2: Okay, and no worries, #######, you're all set and we can also check this in our end that your MFA is already successfully or your new device is already successfully registered, okay?  And you're good to go right now.  You can now use your new phone to authenticate.  Okay, all right.  Okay, well thank you.  Thank you so much, #######, and have a great day.  And I'll be tagging a sticker, so when we receive an email, if you have time, you may also leave some feedback.  Bye for now, #######, and have a great day.  Bye.  Bye, you too.  Thank you.  I appreciate it.\n</call_transcript>\n<summary>\nThe call involved a frustrated employee seeking assistance from the IT helpdesk to set up their new phone for work-related applications and authentication. The employee expressed dissatisfaction with the lack of clear instructions and the repeated need to contact support. They reported being unable to access the Authenticator app and experiencing confusion with various setup processes, including generating temporary access passes and enabling passwordless authentication.\n\nThe helpdesk agent reviewed the employee's ticket and guided them through the necessary steps to resolve the issue. This included accessing the Authenticator app, generating a temporary access pass, and setting up work applications like Outlook and Teams. The employee also encountered additional security requirements, such as setting a PIN, which they found inconvenient.\n\nAfter several attempts and troubleshooting, the agent confirmed that the employee's new phone was successfully registered, and they could now authenticate and access work resources. The employee was able to install and set up Outlook and Teams, though they remained frustrated with the overall process. The call concluded with the agent confirming the resolution and requesting feedback.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call, including the employee's frustration, the issues with the Authenticator app, and the steps taken by the helpdesk agent. It is relevant, focusing on the main topic of setting up the new phone for work-related applications and authentication. The structure and flow are coherent, making it easy to follow the sequence of events and the resolution process. The information is accurate, reflecting the key details from the transcript without any false or misleading information. However, the summary could be more complete by mentioning specific details such as the employee's repeated calls and the exact nature of the issues with the Authenticator app and temporary access passes. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issues with setting up their new phone for work-related applications and authentication. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence.\n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the employee's frustrations, the steps taken to resolve the issue, and the eventual resolution. It does not contain false or misleading information.\n\nRegarding completeness, the summary covers the main problems (the employee's inability to access the Authenticator app and confusion with setup processes) and the resolution (the successful registration of the new phone and setup of work applications). However, some minor details from the call transcript are omitted, but these do not affect the overall understanding of the issue and its resolution.\n\nOverall, the summary effectively conveys the essential information from the call transcript in a clear and concise manner, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the main issue (new phone setup difficulties)\n2. Captures the employee's frustration and previous failed attempts\n3. Details the step-by-step resolution process\n4. Includes the final outcome (successful registration)\n5. Maintains good coherence with clear problem-solution structure\n\nHowever, there are some minor areas for improvement:\n1. Could be slightly more concise by reducing details about the employee's frustration\n2. Could better emphasize the specific technical steps taken to resolve the issue\n3. Could mention the initial passwordless/password enabled confusion more clearly\n\nOverall, the summary provides a comprehensive and accurate account of the interaction while maintaining good readability and flow. It successfully balances including relevant technical details with the contextual emotional aspects of the call.",
        "claude_score": 8.0
      }
    }
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  {
    "instance_id": "e204cd2a-cf97-4db6-a3b0-a8a1349ab215",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT assistance to connect a client laptop to the appropriate network at an Accenture office to access content and respond to client emails. The call began with automated prompts and a message about high call volumes due to performance issues with the \"MyT\" system, which was redirecting users to a phishing page. The message assured users that the issue was being addressed and advised against logging additional tickets. After holding, the employee provided their details and explained their issue to the IT helpdesk agent. The agent acknowledged the inconvenience and assured the employee of their assistance. The call ended abruptly, possibly due to a connection issue.",
    "base64_images": [],
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      "call_summarization_score": 0.8148148148148149
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your... Hi.\nSpeaker 3: We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to wait.\nSpeaker 4: ###########################.\nSpeaker 5: Thank you.  And also your phone number, please.  ############.  Thank you so much.  #####, how can I assist you today?\nSpeaker 4: So I'm actually at the Accenture ######## office.  And I have a client laptop, which I need to connect to and get some content.  I need to respond to client e-mails.  So which network should I connect to and how do I connect to that network?\nSpeaker 5: I see, okay.  So that, I read the address as well for the inconvenience that cost you, but no worries since you got me on the phone, I'll try my best to assist you on this, okay?\nSpeaker 4: Sorry?  Hello?\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT assistance to connect a client laptop to the appropriate network at an Accenture office to access content and respond to client emails. The call began with automated prompts and a message about high call volumes due to performance issues with the \"MyT\" system, which was redirecting users to a phishing page. The message assured users that the issue was being addressed and advised against logging additional tickets. After holding, the employee provided their details and explained their issue to the IT helpdesk agent. The agent acknowledged the inconvenience and assured the employee of their assistance. The call ended abruptly, possibly due to a connection issue.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call, including the employee's need for IT assistance, the automated prompts, the high call volume message, and the abrupt end of the call. It is relevant, focusing on the key issues discussed in the transcript. The coherence is good, with a logical flow from the beginning to the end of the call. However, there are minor inaccuracies: the summary mentions the employee provided their details, but the transcript does not explicitly show this. Additionally, the summary suggests the call ended abruptly due to a connection issue, which is an assumption not clearly supported by the transcript. Overall, the summary is fairly complete but could be slightly more precise.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue and the context of the call. The structure is coherent, making it easy to follow and understand. The summary is accurate, reflecting the information provided in the call transcript without any false or misleading information. However, the completeness could be improved slightly, as the summary does not explicitly state that the employee's issue was not resolved due to the abrupt end of the call. Nevertheless, it implies that the issue was not fully addressed.\n\nOverall, the summary meets most of the criteria, with only minor room for improvement in terms of completeness. The summary effectively conveys the context, the employee's issue, and the IT agent's response, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the initial context (automated prompts, system issues with MyT)\n2. Correctly identifies the caller's main problem (connecting client laptop to network)\n3. Maintains coherence by presenting events chronologically\n4. Includes relevant details about the system-wide issue and high call volume\n5. Notes the abrupt ending of the call\n\nHowever, there are a few areas where it could be improved:\n1. The summary is slightly longer than necessary, with some redundant information about the MyT system issue\n2. No resolution is provided, though this reflects the transcript's abrupt ending\n3. The agent's response could have been summarized more concisely\n\nOverall, the summary is accurate, coherent, and captures the essential elements while maintaining context. The slight verbosity and minor structural issues prevent it from getting a perfect score, but it remains a high-quality summary.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "1ebc846f-17fc-4048-9ca4-eb1fe09ab990",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT helpdesk support to resolve an issue with their Microsoft Authenticator app and Teams login. The employee had recently registered a new iPhone and encountered problems authenticating their login. Specifically, the app displayed a number for authentication but did not provide a prompt to input it, leading to repeated login failures.\n\nThe IT agent verified that the phone was registered for phone sign-in and guided the employee through troubleshooting steps. These included attempting to log in again, using an incognito browser window, and accessing specific support sites like 123rescue.com. The agent also assisted in generating a temporary access password and re-enabling phone sign-in.\n\nAfter several attempts, the issue was resolved, and the employee confirmed that the authentication process was working. The agent advised monitoring the functionality to ensure it remained stable and closed the ticket. The call concluded with the agent requesting feedback via a survey and thanking the employee for their patience.",
    "base64_images": [],
    "stats": {
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details if you are a contractor or do...\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.  All agents are still assisting other callers.  Please continue to hold.  Peak hours for incoming calls are between 8 and 10 a.m.  You can also contact us through web chat via techsupport.accenture.com.  If your query is not urgent, visit techsupport.accenture.com to log a ticket online.\nSpeaker 3: Your estimated wait time is about five minutes.\nSpeaker 2: We are currently experiencing very high call volume and apologize for the continued delay.  Please press 1 to leave a voice message and we will call you back as soon as we can.\nSpeaker 4: Hi, thank you for calling Service Desk.  This is ###.  Can I have your personal number, please?\nSpeaker 5: It's ###############.  Okay, #####.\nSpeaker 4: What is after that?  Okay, it's still loading up.  Still loading.  How about your Accenture email?\nSpeaker 5: It's ###########################.  Okay, hold on.  Can you please repeat to me your Accenture email?  Can you what?\nSpeaker 4: Can you please repeat to me your Accenture email?\nSpeaker 5: Sure, it's ##############.  ###################### still loading.\nSpeaker 4: #######\nSpeaker 5: uh-huh #####.\nSpeaker 4: Thank you for the patience, ####.  Wait for a few moments.  And how can I assist you today?\nSpeaker 5: So I got a new iPhone and I was getting it connected.  I was having some problems.  Someone helped me this morning.  I can't remember if it was even you today, but I got my phone registered, the device, and it was working for a while.  But then today I went to look at Teams, and it basically sent me a number to authenticate, but it never gave me the prompt to put in the number and confirm.  So just for whatever reason, that number doesn't seem to be being sent to the Authenticator app.  Does that make sense?\nSpeaker 4: Just wait for a few moments.  Let me have a check.  Still loading.  Wait for a few moments.  It's still loading up.  Sure.  Upon checking in here, your phone has already enabled the phone sign-in.  Can you please try to sign in again?\nSpeaker 5: Can I what?\nSpeaker 4: Upon checking in here, your phone has been registered already for the enable phone sign-in.  Can you please try to go back on the sign-in page?\nSpeaker 5: Okay.  I'm going to try and log in to the sign-in.  I put send notification.  It says open your Authenticator app and enter the number, which is 59, but the Authenticator app is already open, and usually it's gives me a prompt to put 59 in and I don't see it.\nSpeaker 4: Okay so on your authenticator app can you please try to scroll down even though it's just on the home screen because usually there is a notification when you try to scroll it down.\nSpeaker 5: I'm trying but it doesn't do anything.  when I scroll down it just says approve sign in and it has 59.  But there's nowhere to put the 59 in.\nSpeaker 4: And where is it asking for a 59?  Is it from your phone or on your laptop?\nSpeaker 5: Phone.  And then it just gave me a request timeout.\nSpeaker 4: Okay.  Can you share a few moments?\nSpeaker 5: Do you see my request on your end?\nSpeaker 4: Nope.\nSpeaker 5: Okay.  No, you don't see it or no, you can't see it?\nSpeaker 4: No, you usually cannot see it.  I see, okay.  So please try to authenticate yourself again for the last time.\nSpeaker 5: Okay.  So I'm going to hit the next button.  And then it gave me the same number, 59.  It says open your Authenticator app and enter the number shown to sign in.  But the Authenticator app's already open.  That's where I'm getting the 59 from.\nSpeaker 4: Can you please try to close it and then try to go to the home screen of the Authenticator app?\nSpeaker 5: So press cancel.  So then it says fail to get valid credentials.  Do you wish to sign out and use another account?  That's on Teams.\nSpeaker 4: Okay, wait for a few moments.  So, if ever that's the case, ####, it does not work.  So, can you please try to go to Accenture site on your laptop?\nSpeaker 5: Okay, sure.  Which site?\nSpeaker 4: Please try to go to a site and open it in an encoded window.  You can try to use My Time and Expenses or the portal as long as it prompts you to sign in.\nSpeaker 5: It's not going to prompt me to sign in.  It says checking authentication and it was just accepted.  and now portal is opening up.\nSpeaker 4: Have you opened it in an incognito window or in a private window?\nSpeaker 5: It's not a private window, it's a regular.\nSpeaker 4: Please try to open it in a private window.\nSpeaker 5: Private, okay.  So it's asking for a password, but I don't have a password.  Do I put other ways to sign in?\nSpeaker 4: Okay.  Yes.  Can you please try to choose that?\nSpeaker 5: Okay.  Approve a request on my Microsoft Authenticator app.  Request wasn't sent.  We couldn't send a notification at this time.\nSpeaker 4: Okay.  Can you please try to go to the 123rescue.com?\nSpeaker 5: I'm sorry, go to where?\nSpeaker 4: Go to the site 123rescue.com.\nSpeaker 5: In the private tab or in a regular tab?\nSpeaker 4: In a regular tab.\nSpeaker 5: 123rescue.com.  Okay, support connection.  What is asking for a pin code?  All right, this is #######################.  Download or run applet download.  Okay, open the file.\nSpeaker 4: Yes.\nSpeaker 5: It says connecting.\nSpeaker 4: Please then click OK if there is some pop-up.\nSpeaker 5: Looks like it's waiting for you.\nSpeaker 4: Try to go to this site.\nSpeaker 5: Which site?\nSpeaker 4: My signing.  Okay, I think it's open.  So let's try to change this one.  Can you please open your Authenticator app on your phone?\nSpeaker 5: Yep, it's open.\nSpeaker 4: Can you please click on your Accenture email?\nSpeaker 5: Yep.\nSpeaker 4: Can you please tell me what are the options in there?\nSpeaker 5: Notifications enabled, one-time passcode, enable phone sign-in, change password, update...\nSpeaker 4: All right, so... Let's generate yourself a temporary access password.  #####, can you please click on the enable phone sign-in?\nSpeaker 5: Yep.\nSpeaker 4: Okay, just keep on proceeding until it asks for the tab.\nSpeaker 5: I'm there now.\nSpeaker 4: Okay, kindly please type the temporary access password.\nSpeaker 5: Yes.\nSpeaker 4: Are you able to get it?\nSpeaker 5: No.\nSpeaker 4: OK, wait for a few.  Oh, OK.  And once done, please click on OK, and then just keep on proceeding until it registers you.\nSpeaker 5: OK.  Now it's just back to the home screen.\nSpeaker 4: OK, great.  Can you please click on the Accenture email in there?\nSpeaker 5: OK.\nSpeaker 4: Is there any changes?\nSpeaker 5: It says passwordless sign-on enabled.\nSpeaker 4: OK, great.  One time check.  Now, can you please try to log in?\nSpeaker 5: Log into what?\nSpeaker 4: Your authenticator app, OK.  On my phone?  Yes.\nSpeaker 5: OK.\nSpeaker 4: And if ever the phone is still not working, just please do it for a replication time for that one.  Let's try the Accenture site.\nSpeaker 5: It looks like it's working now.\nSpeaker 4: Okay.  All right.  Good to hear that.\nSpeaker 5: But it did that this morning, and then it kind of ran out.  So, but you think we've got it now?\nSpeaker 4: Yes.  Let's try this for the last time.  Okay.  Are you able to receive now?\nSpeaker 5: Yes.\nSpeaker 4: Okay, good to hear that, ####.  So since it's now working, we can now then set this ticket close.  So upon resolution of this ticket, you'll receive a survey via email.  So please do provide us a feedback for the improvement of our services.  And that's all for today, and have a great day ahead.  Bye for now.\nSpeaker 5: Okay, thanks for your help again.\nSpeaker 4: You're welcome.  Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT helpdesk support to resolve an issue with their Microsoft Authenticator app and Teams login. The employee had recently registered a new iPhone and encountered problems authenticating their login. Specifically, the app displayed a number for authentication but did not provide a prompt to input it, leading to repeated login failures.\n\nThe IT agent verified that the phone was registered for phone sign-in and guided the employee through troubleshooting steps. These included attempting to log in again, using an incognito browser window, and accessing specific support sites like 123rescue.com. The agent also assisted in generating a temporary access password and re-enabling phone sign-in.\n\nAfter several attempts, the issue was resolved, and the employee confirmed that the authentication process was working. The agent advised monitoring the functionality to ensure it remained stable and closed the ticket. The call concluded with the agent requesting feedback via a survey and thanking the employee for their patience.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the issue with the Microsoft Authenticator app and the steps taken to resolve it. It maintains relevance by sticking to the main topic of the call. The structure and flow are coherent, making it easy to follow the sequence of events and troubleshooting steps. The information is accurate, reflecting the key interactions and resolutions discussed in the transcript. However, the summary could be slightly more complete by mentioning the initial high call volume and the wait time, which set the context for the call. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with the Microsoft Authenticator app and Teams login. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the troubleshooting steps and the resolution of the issue. The summary is also complete, covering the main problems and the resolution based on the original call transcript.\n\nHowever, there are minor details omitted, such as the initial automated messages and the employee's initial attempt to log in, but these do not detract from the overall understanding of the issue and its resolution. Overall, the summary effectively captures the essence of the call transcript.\n\nGiven the criteria, the summary scores high in conciseness, relevance, coherence, accuracy, and completeness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the core issue (authentication problem with new iPhone)\n2. Accurately describes the specific problem (number display without input prompt)\n3. Details the troubleshooting steps taken (incognito window, 123rescue.com, temporary password)\n4. Includes the resolution and follow-up\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical structure: problem \u2192 troubleshooting \u2192 resolution. The information presented is accurate and matches the transcript without any factual errors.\n\nMinor improvement could be made by mentioning that the employee expressed concern about the solution's permanence (\"it did that this morning, and then it kind of ran out\"), which was a relevant worry about the fix's stability.\n\nOverall, the summary achieves an excellent balance between brevity and completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "366d033a-cd30-4389-bbc8-52c8b949e009",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with submitting their time and expense report. After providing their personnel number, email, and callback number, the employee explained that they were encountering an error message stating, \"Total must equal amount originally entered for this expense.\" The helpdesk agent initiated a remote session to investigate the issue. After reviewing the error, the agent determined that they could not resolve the problem directly and decided to transfer the call to the specialized \"My Time and Expense\" support team for further assistance. The agent informed the employee that the ticket would be marked as resolved on their end but could be reopened if needed. The employee expressed some confusion about the process but agreed to the transfer. The call concluded with the agent transferring the employee to the appropriate support team.",
    "base64_images": [],
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      "num_train_instances": 0.0,
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      "call_summarization_score": 0.8888888888888888
    },
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.\nSpeaker 2: For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your eight digit.  Hi, all agents are currently assisting other.\nSpeaker 4: Hi, this is ####.  Can you please provide your personnel number?  Yeah, ########################################.  Okay, thank you so much for that.  and let me just take your account first.  you're on my end, okay Sorry, I'll let me just take your account first.  you're on my end, okay And how about your EID or accent your email?\nSpeaker 5: ######################.\nSpeaker 4: Okay, and then your callback number?  ############.  Okay, thank you so much for those information.  Let me just check your account for a second.  Wait a sec.\nSpeaker 5: Okay.\nSpeaker 4: Okay, thank you so much for those information.  ####, so how can I help you today?\nSpeaker 5: Yeah, I have a problem when I put in my expense.  It's my first time, so maybe this is the problem, but I don't know.  I mean, I'm getting an error, which I should not get, and I don't understand what to do.\nSpeaker 4: Okay, it's my time and expense?\nSpeaker 5: Yes, but...\nSpeaker 4: Okay.  Okay, for this one, ####, yes, I'm very sorry for the inconvenience, but since you've got me on the line, I'll try my best to help you with this one, okay?  And then, to further help you with this issue, ####, can we do our remote session as well?\nSpeaker 5: Okay.\nSpeaker 4: Okay.  I will be pinging you on Teams.  Just click this link to do the remote session, okay?  Wait a sec.  Okay, I already sent you the link.  Did you receive it?\nSpeaker 5: Yeah, should I do run the applet?\nSpeaker 4: Download the applet.\nSpeaker 5: Download or run?\nSpeaker 4: Download and then Once downloaded, can you open the app file?\nSpeaker 5: Yes.  Okay, I think we're connected.\nSpeaker 4: Okay, now connected.  Okay, can you click okay?  Can you show me the R that you're getting?\nSpeaker 5: I'm doing submit my time and expenses, and I get error.  Total must equal amount originally entered for this expense, ####.  And when I look at the expense, I don't see any issue or something.  So I don't know what is wrong here.\nSpeaker 4: OK.  Wait a sec.  Okay.  For this one, ####, can I ... let me just check this one first here on my end.  Can I put this call on hold for 10 minutes while I check on this one for you?  Okay.\nSpeaker 5: Sure, sure.  I'm holding.\nSpeaker 4: Okay.  Thank you.  Okay, thank you for patient hearing, ####.  Yeah, I'm here.  Yeah, for this one, ####, I'm asking for checking here on my end as well, and here on my resources.  I'll be transferring you to the proper support team, the support team of MyD, my time and expense, to further check this issue for you, okay?  So can I transfer the call to the MyD support?\nSpeaker 5: Yes, of course.\nSpeaker 4: Okay.  Okay, thank you so much for that.  Okay, so for this one, ####, I'll be now transferring the call.  So, since no further actions here on my end for now, I'll be now tagging the ticket here as resolved.  But once the support team advises you to reach out to us again, we can just reopen the ticket, okay?\nSpeaker 5: I don't understand what you asked me to do.\nSpeaker 4: I mean, I'll be now just tagging the ticket here as resolved since no further actions here on my end.  So once my time and expense support advise you to call us back and we can just reopen the ticket, okay?\nSpeaker 5: But who will contact me?  I need to submit my time.\nSpeaker 4: Yeah, I mean, I will be transferring you now, okay?\nSpeaker 5: Okay, do whatever you need to me.  Okay, thank you.\nSpeaker 4: Thank you.\nSpeaker 2: Thank you for calling Accenture People Line, your resource for HR and payroll answers.\nSpeaker 6: To continue in English, press 1.\nSpeaker 2: If you are calling from Canada's Quebec province and want to talk with someone in French, press 2.\nSpeaker 6: I'm sorry, I didn't get that.\nSpeaker 7: For inquiries about your health benefits and insurance, flexible spending account, 401k, or pension, press 1.  If you're an Accenture Federal Services employee, press 2.  For verification of employment, press 3.  If you're a managing director, press 4.  For all other inquiries, press 5.  Press 9 to repeat the options.\nSpeaker 6: Thank you for contacting Accenture PeopleLine.  Press 1. if you do not consent to having your call recorded for quality and training purposes.  For the purpose of resolving your inquiry, Accenture PeopleLine will document some personal data, including your employee ID, name, phone number and email, in our system.  You may request to modify or delete your personal data at any time.  Recorded calls will be stored for three months and will be used to identify process improvements as well as training and quality purposes only.  If you know your eight-digit personal number, please press 1.  If you are a contractor and do not know your personal number, press 2.  Please make a valid selection.  Please make a valid selection.  Please make a valid selection.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with submitting their time and expense report. After providing their personnel number, email, and callback number, the employee explained that they were encountering an error message stating, \"Total must equal amount originally entered for this expense.\" The helpdesk agent initiated a remote session to investigate the issue. After reviewing the error, the agent determined that they could not resolve the problem directly and decided to transfer the call to the specialized \"My Time and Expense\" support team for further assistance. The agent informed the employee that the ticket would be marked as resolved on their end but could be reopened if needed. The employee expressed some confusion about the process but agreed to the transfer. The call concluded with the agent transferring the employee to the appropriate support team.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the time and expense report, the error message encountered, and the steps taken by the helpdesk agent. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the details of the call transcript. However, the summary could be slightly more complete by mentioning the initial steps of the call, such as the automated prompts and the initial difficulty in entering the personnel number. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with submitting their time and expense report and the helpdesk agent's attempts to resolve it. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the error message encountered by the employee and the agent's decision to transfer the call to the specialized support team. The summary also accurately conveys the employee's confusion about the process and the agent's explanation.\n\nThe summary is mostly complete, covering the main problems and resolutions discussed in the call transcript. However, it does not mention the initial automated messages and the employee's initial interactions with the system, which are not crucial to the main issue but provide some context.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Accurately describes the initial problem (expense submission error)\n2. Includes the specific error message\n3. Documents the troubleshooting steps (remote session)\n4. Correctly describes the resolution (transfer to specialized team)\n5. Maintains chronological flow and logical coherence\n\nThe summary is concise while including all essential details. It accurately reflects the employee's confusion about the transfer process and properly represents the agent's actions. The language is clear and professional.\n\nMinor improvements could include:\n- Mentioning it was the employee's first time submitting expenses (context)\n- Including the specific team name \"MyD support\" rather than just \"My Time and Expense\"\n\nHowever, these are minor details that don't significantly impact the summary's effectiveness. The summary successfully balances brevity with completeness while maintaining accuracy and relevance.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "01da95ef-b4bf-4112-a4eb-cd589038985d",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to resolve login issues with the Microsoft Teams app on their iPhone 16 Pro. The employee explained that they were unable to log in due to being passwordless and only having a PIN for email access. The helpdesk agent identified that the issue stemmed from the employee's new phone not being fully set up with the Microsoft Authenticator app.\n\nThe agent guided the employee through the process of creating a Temporary Access Pass (TAP) on their laptop, which was then used to complete the setup of the Authenticator app on the phone. The employee followed the instructions, enabling phone sign-in and successfully setting up the Authenticator. After completing the setup, the employee was able to log into Teams without further issues.\n\nThe agent confirmed that the issue was resolved, created a ticket marked as resolved, and informed the employee about a potential survey for feedback. The employee briefly checked for additional issues but confirmed everything was working. The call concluded with the agent thanking the employee and wishing them a good day.",
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Service, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues.\nSpeaker 4: Hi, thank you for calling Service Desk.  My name is ###.  May  I have your personal number, please?\nSpeaker 5: Yeah, it's ###############.\nSpeaker 4: Thank you.  And can you also provide me your Accenture email, please?\nSpeaker 5: Yeah, you want me to spell it or just say it?\nSpeaker 4: You can just say it.  Thank you.\nSpeaker 5: #################################.\nSpeaker 4: Thank you, ########.  And can you also provide me your contact phone number, please?\nSpeaker 5: ############.\nSpeaker 4: Thank you.  And how can I help you today, ########?\nSpeaker 5: I'm having all kinds of technical issues.  log into Teams on my phone, like the Teams application on my phone.  But it asks me to put in my password, but I'm passwordless.  So I only have a PIN number for my email, so I can't log into Teams.\nSpeaker 4: Okay, so sorry to hear that, ########, that you're having this login issue on Teams app on the phone.  No worries, we can definitely help you with that.  But I just want to confirm, ########, what's the model of the phone that you're using right now?\nSpeaker 5: iPhone 16 Pro.\nSpeaker 4: iPhone 16 Pro, thank you.  Let me just check right here, your account, and give me a second.  Okay, and to confirm as well, ########, did you already set up your iPhone 15 for the Authenticator, correct?\nSpeaker 5: Yeah, I have the Authenticator.\nSpeaker 4: I just downloaded that.  Okay, so ########, as per checking here, your new phone is not fully set up for the authenticator.  So that's the reason why when you try to log into Teams, it's asking for a password.  So yeah, for this one, ########, we just need to create a tap or a temporary access pass on your Accenture laptop so that we can fully set up your authenticator.  So may I confirm if you can access Teams right now on the laptop?\nSpeaker 5: Yes, hold on, hold on.  I'm going to my laptop right now.\nSpeaker 4: Okay.\nSpeaker 5: Okay, I'm on my laptop.\nSpeaker 4: Okay, so let me send you a message.  ########, give me a second.  Okay, I sent it ########, just click the link and let me know if you were able to access it, okay?  Take your time.\nSpeaker 5: Okay, I'm clicking it right now.\nSpeaker 4: Okay.\nSpeaker 5: It's opening.\nSpeaker 4: All right.  So once you can see the site, ########, just click your Accenture account and click Create Tab button and just copy the tab that will pop up and paste it on any notes on your machine, ########, and let me know when it's done, okay?  Take your time with that.  Okay.  I'm copying it.  Okay.\nSpeaker 5: Okay.  I got it.\nSpeaker 4: All right, perfect.  Now, ########, open the Authenticator app on your iPhone 16, please.\nSpeaker 5: Okay.\nSpeaker 4: Okay.\nSpeaker 5: Okay.\nSpeaker 4: Okay.  Since it is open right now, ########, can you click the Accenture account that you can see there, and can you tell me if you can see there a word, enable phone sign-in or set up phone sign-in?\nSpeaker 5: Actually, enable phone sign-in.\nSpeaker 4: All right.  Please click that one and continue, and there should be option there, use temporary access pass.  Yeah.  Yeah.  And take your time.  Okay, take your time, ########.  I'll wait.\nSpeaker 5: Okay.\nSpeaker 4: I clicked.  Just sign in.  Okay, sorry.\nSpeaker 5: Okay, I did it.\nSpeaker 4: All right, perfect.  And what can you see now, ########?\nSpeaker 5: It just took me back to the main authenticator page.\nSpeaker 4: All right.  Perfect.  Let me just double check first your account, ######, here.  And sorry to interrupt earlier.  Let me check your account.  Still checking.\nSpeaker 5: OK.\nSpeaker 4: OK.  So yeah, ########, I can see here that your iPhone 16 is all set up, fully set up on the Authenticator.  So you cannot try to access Teams again, ########, using Authenticator only since you are passwordless.  And just a heads up as well, if ever you have encountered any issues or error in accessing it.  right now, just wait for replication time, 30 minutes only.  Plug in again, ########, okay?  Since we just fully set up your Authenticator.  Just a heads up.\nSpeaker 5: Okay.  Oh, it looks like they signed me in, so I'm good.  They signed me in.\nSpeaker 4: Oh, okay.  All right.  Perfect.  So since you're all set, ########, I'll be creating a ticket right here, and I will tag it as resolved.  And you may also receive a survey via email.  If you have any positive feedback to provide, we would appreciate it, ########.  So thank you for your time, and have a great weekend ahead, ########.  Thank you.\nSpeaker 5: Hold on.  I think I may need help with something else.\nSpeaker 4: Oh, yeah, for sure.  Hold on.  Let me know.\nSpeaker 5: I'm checking if it works.\nSpeaker 4: What's your issue on your end, ######?\nSpeaker 5: I think I got it.  I think I got it.\nSpeaker 4: I think.  Okay, so you're all good now?\nSpeaker 5: Yeah.  Yeah.\nSpeaker 4: Okay.  Okay.  Thank you.  All right.  Yeah, you're welcome.  It's okay.  It's okay.  Have a great day ahead.  Bye-bye.  Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to resolve login issues with the Microsoft Teams app on their iPhone 16 Pro. The employee explained that they were unable to log in due to being passwordless and only having a PIN for email access. The helpdesk agent identified that the issue stemmed from the employee's new phone not being fully set up with the Microsoft Authenticator app.\n\nThe agent guided the employee through the process of creating a Temporary Access Pass (TAP) on their laptop, which was then used to complete the setup of the Authenticator app on the phone. The employee followed the instructions, enabling phone sign-in and successfully setting up the Authenticator. After completing the setup, the employee was able to log into Teams without further issues.\n\nThe agent confirmed that the issue was resolved, created a ticket marked as resolved, and informed the employee about a potential survey for feedback. The employee briefly checked for additional issues but confirmed everything was working. The call concluded with the agent thanking the employee and wishing them a good day.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the login issue with Microsoft Teams and the resolution process. It is relevant, sticking to the main topic without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, correctly reflecting the steps taken to resolve the issue. However, it misses some minor details, such as the initial high call volume announcement and the specific steps the employee took to confirm the setup was complete. Overall, it provides a fair description of the main problem and resolution.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's login issues with the Microsoft Teams app and the resolution provided by the helpdesk agent. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly identifies the issue, the steps taken to resolve it, and the outcome. The information presented is factually correct and does not contain any false or misleading information.\n\nThe summary is also complete, providing a fair description of the main problem and its resolution. It covers the key points, including the employee's initial issue, the agent's diagnosis, and the steps taken to resolve the issue.\n\nOverall, the summary meets all the criteria, effectively conveying the important information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the key elements of the interaction without unnecessary details.\n2. Relevance: It focuses on the core issue (Teams login problem) and its resolution (Authenticator setup).\n3. Coherence: The summary follows a logical progression from problem identification to resolution.\n4. Accuracy: The technical details are precisely captured, including the specific device (iPhone 16 Pro), the issue (passwordless authentication), and the solution method (TAP).\n5. Completeness: It covers all major aspects of the call, including the initial problem, troubleshooting steps, resolution, and follow-up.\n\nMinor improvements could include mentioning the initial automated message about MyT performance issues, though this wasn't directly relevant to the caller's issue. The summary effectively balances detail and brevity while maintaining accuracy and readability.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "9d739627-69ab-4e77-a7f8-5059c3503065",
    "train_trial_index": 0,
    "predicted_text": "The call transcript appears to be a series of automated prompts and instructions from a company's IT helpdesk system, guiding users through various self-service and support options. The prompts provide assistance for issues such as enterprise password resets, account unlocks, and troubleshooting login errors. Users are directed to specific actions, such as visiting designated websites (e.g., myid.accenture.com or go.accenture.com/gopasswordless) for password management or pressing specific numbers to access live agents or automated tools. The system also mentions options for checking if an account is passwordless and provides steps for resolving account disablement or forgotten passwords. Additionally, the call includes a disclaimer about the recording of calls for quality purposes and the handling of personal data. The transcript does not include a direct interaction between an employee and a helpdesk agent, focusing instead on the automated menu options.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 560.0,
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      "num_train_instances": 0.0,
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other videos.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, Press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with the further options for enterprise password reset.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press 2.  If you are unable to log into your PC due to an error at the login screen and your account has been disabled, press 9.  If you have forgotten your password, press 9.\nSpeaker 4: You know, you won't talk to somebody that doesn't know you at all.  I don't know myself.  To access your voice mailbox, press 1 to discuss who has what new message.  First new message received Friday at 11.13 AM.  Welcome to Accenture CIO Technology Services.  For the purposes of assisting you with your inquiry, some personal data is held on our system.  Your call may be recorded for quality purposes.  If you do not wish to be recorded or wish to know more about how your personal data is used, please press zero.  For enterprise password reset and account unlock, press zero.  For technology and business, to check if your account is passwordless, Please visit go.accenture.com.  slash gopasswordless if you are passwordless.  Step one, speak to a live agent or use the site's telltale option.  If you are not passwordless yet, press 2 to continue with this option for enterprise if you are unable to log in to your PC.  If there is an error, log in screen that your account has been disabled.  Press turn.  If you have a computer,\n</call_transcript>\n<summary>\nThe call transcript appears to be a series of automated prompts and instructions from a company's IT helpdesk system, guiding users through various self-service and support options. The prompts provide assistance for issues such as enterprise password resets, account unlocks, and troubleshooting login errors. Users are directed to specific actions, such as visiting designated websites (e.g., myid.accenture.com or go.accenture.com/gopasswordless) for password management or pressing specific numbers to access live agents or automated tools. The system also mentions options for checking if an account is passwordless and provides steps for resolving account disablement or forgotten passwords. Additionally, the call includes a disclaimer about the recording of calls for quality purposes and the handling of personal data. The transcript does not include a direct interaction between an employee and a helpdesk agent, focusing instead on the automated menu options.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call transcript, focusing on the automated prompts and instructions for various IT support issues. It is relevant, as it covers the key topics such as password resets, account unlocks, and troubleshooting login errors. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. It is also accurate, as it correctly reflects the content of the transcript without introducing any false or misleading information. However, the summary could be slightly more complete by mentioning the specific prompts for pressing numbers (e.g., pressing 0, 1, 2, or 9) to access different services, which are detailed in the transcript. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary effectively conveys the main information from the call transcript, covering the automated prompts and instructions for various IT support options. It is concise, focusing on the key points without unnecessary details. The information presented is relevant to the main topic of the call transcript, which is the IT helpdesk system's automated menu options. The summary has a clear structure and flow of ideas, making it easy to understand and follow. The information is factually correct, and there is no false or misleading information. The summary provides a fair description of the main problems and resolutions based on the original call transcript, covering issues such as password resets, account unlocks, and login errors. However, it could be slightly more complete by mentioning the specific phone menu options (e.g., pressing 0 or 2) more explicitly.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the essence of the automated helpdesk system's menu options and instructions. It is well-organized and presents information in a logical flow, starting with the general purpose and moving to specific options. The summary accurately reflects the key components of the transcript, including the various pathways for password reset, account management, and passwordless authentication. It correctly mentions the specific websites and numerical options provided in the original transcript. The length is appropriate - comprehensive enough to cover the main points without being overly verbose. The summary also appropriately includes the privacy/recording disclaimer. However, there is some minor redundancy in the description of password reset options, and it could have been slightly more concise. The summary maintains coherence despite the somewhat disorganized nature of the original transcript, effectively organizing the information into a more digestible format. It appropriately focuses on the relevant information while filtering out less important details.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "73f26524-9839-43a3-9b15-3609d029c98f",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the company's IT helpdesk to follow up on a previously submitted ticket regarding a malfunctioning laptop. The employee requested that the ticket be escalated to the local tech support team, as it had not yet been forwarded. The helpdesk agent confirmed the employee's details, including their enterprise ID and callback number, and apologized for the inconvenience. The agent placed the call on hold briefly to consult with subject matter experts (SMEs) and successfully updated the ticket to ensure it would be assigned to the local tech support team. The agent advised the employee to keep their lines open, as the local team would reach out via call or email within the day. The employee confirmed their contact email and expressed satisfaction with the resolution. The call concluded with mutual thanks and well wishes.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 727.0,
      "num_output_tokens": 155.0,
      "inference_runtime": 3.251925230026245,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing... For Technology and Business Application Support, press 1.  For Mobile Communication... Please enter your 8-digit personnel number so we can locate your details if you are a contractor.  Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.  All agents are currently assisting other callers.  Please continue to hold if you would prefer.\nSpeaker 2: Hi, this is ###.  Thank you for calling CIO Service Desk.  Can I have your employee number?\nSpeaker 3: Hi, yes.  My employee number is ###############.\nSpeaker 2: Thank you so much.  And can I confirm as well your enterprise ID?\nSpeaker 3: Yes, my enterprise ID is ##############, ############### dot #########.\nSpeaker 2: Thank you, ########.  And in case this call got disconnected, can I have a callback number?\nSpeaker 3: Yes, callback number ############.\nSpeaker 2: Thank you so much, and how can I help you today?\nSpeaker 3: I submitted a help ticket with you earlier.  about how my laptop is not working, and I need to be submitted to the local help desk team, but it hasn't been submitted to them yet.  So I'd love if you were able to push that through to them so I could get the ball rolling on getting the laptop fixed.\nSpeaker 2: I see.  So that's great.  I'll be assisting you with this issue, and I'm sorry for the inconvenience.  So I'll be reaching out with my SMEs, and I'll be informing that you called us back.  so that we could assign this ticket to the local tech support.\nSpeaker 3: That would be great.\nSpeaker 2: So can I put the call on hold for a moment for about two or three minutes?  Thank you, I'll be back.  Thanks.  Thank you for waiting and stay on the line.  Yep.  So I already informed my SMEs regarding for this.  So my advice is just to keep your lines open for the support will reach out to you through call or email.  I'll be needing also to update your personal email or your essential email.  We'll be putting a contact email for this.\nSpeaker 3: Yeah, my Accenture email is fine.  I have access to Outlook and Teams on my mobile device.\nSpeaker 2: Thank you so much for that confirmation.  So kindly expect a call or email within this day from the local tech support after I update the ticket.\nSpeaker 3: Okay, sounds good.  Thank you so much.\nSpeaker 2: Thank you for calling and have a great day ahead, ########.\nSpeaker 3: Thank you so much.  You too.  Bye-bye.\nSpeaker 2: Bye.\n</call_transcript>\n<summary>\nAn employee contacted the company's IT helpdesk to follow up on a previously submitted ticket regarding a malfunctioning laptop. The employee requested that the ticket be escalated to the local tech support team, as it had not yet been forwarded. The helpdesk agent confirmed the employee's details, including their enterprise ID and callback number, and apologized for the inconvenience. The agent placed the call on hold briefly to consult with subject matter experts (SMEs) and successfully updated the ticket to ensure it would be assigned to the local tech support team. The agent advised the employee to keep their lines open, as the local team would reach out via call or email within the day. The employee confirmed their contact email and expressed satisfaction with the resolution. The call concluded with mutual thanks and well wishes.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with a malfunctioning laptop and the need to escalate the ticket to local tech support. It captures the relevant details such as the confirmation of the employee's details, the agent's consultation with SMEs, and the resolution steps. The structure and flow are coherent, making it easy to follow. The information is accurate and aligns with the call transcript. However, the summary could be slightly more complete by mentioning the specific details like the employee's access to Outlook and Teams on their mobile device, which was confirmed during the call. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their laptop and the helpdesk agent's resolution. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. The information presented is factually correct, with no false or misleading information, ensuring accuracy. The summary provides a fair description of the main problem and resolution, covering the employee's concern about their laptop and the agent's actions to escalate the issue to the local tech support team, thus demonstrating completeness. Overall, the summary effectively captures the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the key points without unnecessary details, maintaining brevity while being informative.\n2. Relevance: All information included directly relates to the main issue and its resolution process.\n3. Coherence: The summary follows a logical flow from issue identification through resolution steps, making it easy to follow.\n4. Accuracy: All details match the transcript precisely, including the nature of the problem, the agent's actions, and the promised follow-up.\n5. Completeness: It covers all essential elements - the initial problem (laptop malfunction), the reason for calling (ticket escalation), the agent's actions (consulting SMEs), and the resolution (ticket updated with promise of same-day contact).\n\nThe only minor improvement could be mentioning the initial automated message about system issues, though this wasn't directly relevant to the caller's specific issue. Overall, the summary effectively captures the essence of the interaction while maintaining professional language and clarity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "31be7838-8f02-41be-ad96-6c8a05cc05c8",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT support for a non-functional MacBook Pro due to a broken charging port. The employee confirmed that the issue was not with the charger, as verified by the Apple Store, but with the laptop's charging port, rendering the device unable to charge or power on. The IT support agent clarified the issue and attempted to initiate basic troubleshooting steps, such as unplugging connected peripherals, but the employee was unable to perform these steps as they were in their car and had already confirmed the problem at the Apple Store.\n\nThe IT agent explained that if troubleshooting failed, the issue would be escalated to the local IT support team, who would handle the replacement of the laptop. The employee expressed concern about whether the local IT team in their smaller office would be equipped to assist with a MacBook Pro. The agent assured them that the local team would provide further guidance and support. The call concluded with the understanding that the issue would likely require escalation for a replacement device.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 953.0,
      "num_output_tokens": 196.0,
      "inference_runtime": 4.306710481643677,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8518518518518517
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Room, for Technology and Business Application Support, press 1.\nSpeaker 2: For Mobile Communication Support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details if you are a contractor.\nSpeaker 4: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 5: Yeah, if you're not able to provide the employer number, kindly spell your Accenture email address, and you can kindly use phonetic alphabetical to spell that part.  Thank you.\nSpeaker 6: I'm sorry, what?\nSpeaker 5: You can spell your Accenture email, and please use phonetic alphabetical.\nSpeaker 6: Sure.  It's ########, ###############  ######, ###########.\nSpeaker 5: ###############, right?  Yes.  Checking, one moment.  Okay.  ########, can you also provide your callback number, please?\nSpeaker 6: ############.\nSpeaker 5: To confirm, ########, your callback number is #######################.  No, sorry, ########.  Okay, thank you.  How can I help you?  You mentioned that your laptop is not turned on.  Am I correct?\nSpeaker 6: So, I just confirmed that it's not actually the charger.  It's the charging port itself.  So, I need a new computer.  Like, overnighted, if possible.\nSpeaker 5: I apologize first for the inconvenience and will do my best to help you, okay?  To clarify, the issue is the laptop port, like, the port of the charger on your laptop.  Am I correct?\nSpeaker 6: It won't turn on because the charging port is broken, so I can't charge the computer.\nSpeaker 5: So it's now dead.  Let's clarify that one, ########, okay?  Okay.  Is the issue is the charger only or the laptop itself?  No.\nSpeaker 6: No, no, no.  It's not the charger at all.  I just went to the Apple Store to confirm that it's not my charger, and they used the.  they use two other chargers and then also checks those chargers on one of their computers.  So it's, in fact, the actual computer's charging port that will not work with any charger.\nSpeaker 5: Okay.  So to clarify again, ########, charger works, however, the laptop or the port on the laptop is not working, right?\nSpeaker 6: Yes, and the computer is dead because I cannot turn it on or charge it.  because the battery does.\nSpeaker 5: ########, let's do some basic troubleshooting first, okay?  Then after that, just in case issue persists, it won't work, we will proceed with assigning the ticket to the local tech support, and local tech support is the one who will assist you for the replacement machine, just in case you need that, okay?\nSpeaker 6: Okay, the problem is I have a MacBook Pro, So will my local IT be able to assist me with that?  Because I'm in a smaller office.  I'm in the ######  #### office.\nSpeaker 5: Okay.  Just in case that's the case, they are the one who will assist you with that one.  They will advise you about it.  But right now, what I want you to do is to do basic troubleshooting to check if issue persists, then we will assign it to the local flexible.  Okay?  I want you to please unplug all of the connected wires to your machine, like the mouse, if you have headset unplugged.\nSpeaker 6: Nothing's plugged in.  I'm in the car.  I just left the Apple store.  Nothing will turn on.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT support for a non-functional MacBook Pro due to a broken charging port. The employee confirmed that the issue was not with the charger, as verified by the Apple Store, but with the laptop's charging port, rendering the device unable to charge or power on. The IT support agent clarified the issue and attempted to initiate basic troubleshooting steps, such as unplugging connected peripherals, but the employee was unable to perform these steps as they were in their car and had already confirmed the problem at the Apple Store.\n\nThe IT agent explained that if troubleshooting failed, the issue would be escalated to the local IT support team, who would handle the replacement of the laptop. The employee expressed concern about whether the local IT team in their smaller office would be equipped to assist with a MacBook Pro. The agent assured them that the local team would provide further guidance and support. The call concluded with the understanding that the issue would likely require escalation for a replacement device.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the MacBook Pro's charging port, the verification at the Apple Store, and the steps taken by the IT support agent. It maintains relevance by focusing on the primary issue and the troubleshooting process. The structure is coherent, with a clear flow from problem identification to attempted troubleshooting and potential escalation. The information is accurate and aligns with the call transcript, without any misleading details. However, the summary could have mentioned the initial high call volume and the phishing page issue briefly, as it sets the context for the call. Overall, the summary provides a fair description of the main concerns and resolutions discussed in the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution discussed in the call transcript. It remains relevant to the topic, focusing on the employee's IT issue with their MacBook Pro. The structure and flow of ideas are clear, making it easy to understand and follow.\n\nThe summary is accurate, correctly identifying the problem with the laptop's charging port and the steps taken by the IT support agent. It also captures the employee's concerns about the local IT team's ability to assist with a MacBook Pro.\n\nThe summary provides a fair description of the main problems and resolutions, covering the key points discussed in the call transcript. However, it could be improved by including more specific details about the next steps, such as the assignment of a ticket to the local tech support team.\n\nOverall, the summary is well-written and effectively conveys the essential information from the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the key points without unnecessary details\n2. Relevance: Focuses on the core issue (broken charging port) and the proposed resolution path\n3. Coherence: Well-structured flow from problem identification to proposed solution\n4. Accuracy: Correctly represents the conversation, including the Apple Store verification and the employee's location situation\n5. Completeness: Covers both the technical issue and the organizational concerns (small office IT support capability)\n\nMinor improvements could be made by:\n- Including the urgency expressed by the employee (\"overnighted, if possible\")\n- Mentioning that the employee was specifically in the car after leaving the Apple Store, which prevented immediate troubleshooting\n\nOverall, the summary effectively captures the essence of the interaction while maintaining clarity and accuracy, with only minimal omissions.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "85d90497-28cc-4b2d-9418-895ea3318ef9",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk regarding an issue with the company's new online travel booking tool. The employee was attempting to book travel to India but encountered a problem when the system required an expiry date for their permanent resident card, which does not have one. As a result, the system would not allow them to proceed with the booking.\n\nThe IT support agent asked for the employee's personal details, enterprise ID, and callback number to assist further. The employee explained the issue and mentioned that the system displayed an error message when the expiry date field was left blank. The agent requested a screenshot of the error message to better understand the problem and offered to follow up via Microsoft Teams.\n\nSince the employee was not currently on the error screen, they agreed to recreate the issue and send the screenshot to the agent. The agent offered to either call back in 10 minutes or wait for a Teams message from the employee once they were ready. The call concluded with the employee agreeing to send the screenshot and communicate further via Teams.",
    "base64_images": [],
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For MyLearning Support, press 3.  For AEH applications such as ARC, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.  Please enter your 8-digit personnel number so we can... All agents are currently assisting other...\nSpeaker 2: Hi, thank you for calling Accenture CIO.  This is ####.  May I have your personal number, please?  ###########.\nSpeaker 3: ##, okay.\nSpeaker 2: Thank you so much for this.  Let me just pull up the information one second, okay?  OK.  And also, I would like to ask for your enterprise ID or Accenture email.\nSpeaker 3: OK.  It's ###############################.  ############# dot.  ############################.\nSpeaker 2: OK.  Thank you for that clarification, #######.  And also for your callback number.\nSpeaker 3: It is ############.\nSpeaker 2: OK.  And so, yes, how can I help you today, #######?\nSpeaker 3: So I am using the new travel booking tool.  And I don't know if you're the right person to talk to, but it is asking me to provide.  It is asking me to provide a visa information for going to India.  And the document that I have, it's a permanent resident card, which has no expiry date.  And expiry date is a mandatory fee.  So I'm not able to book travel to India.  How can I book travel?  Because the tool is not letting me book.\nSpeaker 2: Okay.  I just wanted to confirm, may I ask what is the tool that you are trying to use?\nSpeaker 3: Is the online travel booking tool the new tool that was rolled out?\nSpeaker 2: Online travel.\nSpeaker 3: Yes.\nSpeaker 2: OK.  Is there any error message that you receive?\nSpeaker 3: It says I do not have an expiry date on this document.  So when I leave it blank, it says you can't proceed until you fill the expiry date.  There is no expiry date that I can fill.  This document is a lifelong document.  I can travel to India whenever I want.  So I'm not sure how to proceed because this document has no expiry date.\nSpeaker 2: OK.  I would like to ask if you can take a screenshot of the error message and send it to my teams.  Would that be OK?\nSpeaker 3: OK.  Will you send it?\nSpeaker 2: Yes.  I'll ping you on Teams first.\nSpeaker 3: Okay.  I'm not in the screen right now, so I'll have to, like, fill it out again and send it to you.\nSpeaker 2: Okay.  Thank you so much.\nSpeaker 3: Okay.\nSpeaker 2: I'll just wait for the picture.  Okay.  Thank you.\nSpeaker 3: Do you want to call me back one side?  Because it's going to take me about 10 minutes to fill out all the fields and get to that screen.\nSpeaker 2: Yes, that is okay.  Would that be possible?  Yeah, I can just call you back around after 10 minutes, okay?  Or just ping me on Teams once you're ready.\nSpeaker 3: Yeah, I'll ping you on Teams.  Okay, thanks.\nSpeaker 2: Okay, thank you.\nSpeaker 3: Thank you.  Bye.\nSpeaker 2: Bye-bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk regarding an issue with the company's new online travel booking tool. The employee was attempting to book travel to India but encountered a problem when the system required an expiry date for their permanent resident card, which does not have one. As a result, the system would not allow them to proceed with the booking.\n\nThe IT support agent asked for the employee's personal details, enterprise ID, and callback number to assist further. The employee explained the issue and mentioned that the system displayed an error message when the expiry date field was left blank. The agent requested a screenshot of the error message to better understand the problem and offered to follow up via Microsoft Teams.\n\nSince the employee was not currently on the error screen, they agreed to recreate the issue and send the screenshot to the agent. The agent offered to either call back in 10 minutes or wait for a Teams message from the employee once they were ready. The call concluded with the employee agreeing to send the screenshot and communicate further via Teams.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the travel booking tool and the steps taken by the IT support agent. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, it could be slightly more complete by mentioning the specific error message about the expiry date and the fact that the employee's document is a lifelong document. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is of high quality, effectively conveying the main issue and resolution discussed in the call transcript. It is concise, covering the essential points without unnecessary details, and remains relevant to the topic of the employee's issue with the online travel booking tool. The structure is coherent, making it easy to follow and understand the sequence of events.\n\nThe summary is also accurate, reflecting the actual conversation between the employee and the IT support agent. It captures the main problem (the system requiring an expiry date for a permanent resident card) and the proposed resolution (the agent requesting a screenshot of the error message and offering to follow up via Microsoft Teams).\n\nThe only potential improvement could be in completeness, as the summary does not explicitly state that the issue was not fully resolved during the call. However, it does imply that further communication would take place via Teams, which suggests that the issue was not yet fully resolved.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: It efficiently presents the core issue and resolution path without unnecessary details.\n2. Relevance: All information included directly relates to the travel booking tool issue and the proposed solution.\n3. Coherence: The summary follows a logical flow from problem identification to attempted resolution.\n4. Accuracy: The details match the transcript precisely, including the nature of the document (permanent resident card), the specific issue (missing expiry date), and the agreed-upon resolution method (screenshot via Teams).\n5. Completeness: It covers both the initial problem and the agreed follow-up actions.\n\nMinor improvements could include mentioning that this was specifically an Accenture CIO helpdesk call, but this doesn't significantly impact the summary's quality. The summary successfully balances detail and brevity while maintaining accuracy and providing a clear understanding of both the issue and next steps.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "a6183df9-2fc1-4b2e-88e1-6825d3b91c0b",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to resolve an issue with their Authenticator app, which was not sending notifications and was asking for a password. The employee believed they were using a passwordless system but was unable to log in. The helpdesk agent guided the employee through troubleshooting steps, including verifying access to Microsoft Teams, generating a temporary access password, and entering it into the Authenticator app. \n\nThe agent instructed the employee to type any password to trigger alternative sign-in options and use the temporary access password. Despite following the steps, the employee encountered further issues, such as the app failing to send notifications. The agent advised the employee to close the app, restart their phone, and try signing in again after 30 minutes. The call ended with the employee asking why the issue occurred, but no specific explanation was provided. \n\nThe issue remained unresolved during the call, but the agent provided clear instructions for further troubleshooting. The employee was advised to wait and retry the process after restarting their phone.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to... Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor...\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with myT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 4: Hi, this is ###### from CIO Service Desk.  May I have your personnel number, please?\nSpeaker 5: ########\nSpeaker 4: OK.  And how about your enterprise ID or Accenture email?\nSpeaker 5: #################################.\nSpeaker 4: OK.  And your callback number, please?\nSpeaker 5: ##############.\nSpeaker 4: Okay, perfect.  So yep, by the way, how can I help you today, ####?\nSpeaker 5: I'm trying to connect to my authenticator, and I'm not getting the ...I'm not getting the notification.  I'm asking my password.  So how do I reset my password?  I think I'm passwordless.\nSpeaker 4: Okay, I see.  So by the way, ######, it's hard to hear that you're not able to sign in.  to your Authenticator application as it is asking for a password.  But don't worry, since you got me here on the line, I am more than happy to assist you with this one, okay?  By the way, may I ask, ####, if you have access to your Microsoft Teams in your laptop or in your mobile phone?\nSpeaker 5: Yes, I do.\nSpeaker 4: Okay.  I'll be sending you a message in your Microsoft Teams chat, and please check if you can receive my message, okay?  Okay, I just sent you the message.  Could you please check it?  So please try to access the link that I sent to you so that we can generate a temporary password.\nSpeaker 5: Okay.  So, select.\nSpeaker 4: you would like to create a tab.  Okay, select your extension email.  And then, by the way, once you click that create app button, a code will be created.  displayed in your screen, and then you need to copy that one within 30 seconds because it will automatically disappear.\nSpeaker 5: So just copy that?  Okay, let's just create and copy it then.  Yes, please.  Oh, it says 30 minutes.  Okay, I just copied it.  Copy.\nSpeaker 4: Okay, perfect.  Now, please go back to your authenticator application.\nSpeaker 5: Okay.  Okay.\nSpeaker 4: So, is it still asking for a password?  Yeah.  So, please type any password.\nSpeaker 5: So, enter that.\nSpeaker 4: No, please type any password first.\nSpeaker 5: Any password, okay.\nSpeaker 4: Yep, any password.\nSpeaker 5: That I need to remember?\nSpeaker 4: No, just enter any password until you got the options, other ways to sign in.\nSpeaker 5: Okay, enter password, your password does not match, incorrect.\nSpeaker 4: Now, do you have other options like other ways to sign in or use Temporary Access Pass instead?\nSpeaker 5: Sir, can you sign in now?\nSpeaker 4: Okay, could you please close your Authenticator app and then try to reopen again?  OK.  So is it still asking for a password?\nSpeaker 5: Checking for a notification.  Your sign-in information may have changed.  You need to log in again to your account.  Continue.\nSpeaker 4: Yes, please.\nSpeaker 5: Temporary access password, yes.  It is asking for a temporary access password.  So enter what I copied?\nSpeaker 4: Yep.  If it is asking for a temporary access password, please try to enter the code that you have generated.  Okay, so how is it now?\nSpeaker 5: Checking for notifications.  Okay.  I think it's checking for notifications.\nSpeaker 4: Okay.  Okay, so is it still loading?\nSpeaker 5: It's still loading, yes.  Okay.  Should I try to get the notification?\nSpeaker 4: Is it already?  Are you able to sign in now?\nSpeaker 5: It is checking for notification.  I think I am signing in.  Let me just see if I send a notification again to see if I receive something.  It is checking for notification.\nSpeaker 4: So if that is the case, you need to wait for the Authenticator application to be fully set up.  So could you please go back to your Authenticator app?\nSpeaker 5: Office 365 location, #######.  Enter the number shown in the sign-in.  Okay.  Okay, let me just next.  Again, try to get it again.  Let me sign in.  I'm trying to send notification for my system to log in.  Request wasn't sent.  Check your send notification at this time.  We could not send a notification at this time.  Please check your app for pending notification.  Tap next to send another request.  Send another request?\nSpeaker 4: No, it's not.  No, please try to close your Teams and then try to sign in again.  If you're getting the same message, you need to restart your phone and then you may try to sign in again after 30 minutes because you have just signed back in.\nSpeaker 5: So restart my computer?\nSpeaker 4: Your phone.\nSpeaker 5: Oh, restart my phone.  And why does it happen?\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to resolve an issue with their Authenticator app, which was not sending notifications and was asking for a password. The employee believed they were using a passwordless system but was unable to log in. The helpdesk agent guided the employee through troubleshooting steps, including verifying access to Microsoft Teams, generating a temporary access password, and entering it into the Authenticator app. \n\nThe agent instructed the employee to type any password to trigger alternative sign-in options and use the temporary access password. Despite following the steps, the employee encountered further issues, such as the app failing to send notifications. The agent advised the employee to close the app, restart their phone, and try signing in again after 30 minutes. The call ended with the employee asking why the issue occurred, but no specific explanation was provided. \n\nThe issue remained unresolved during the call, but the agent provided clear instructions for further troubleshooting. The employee was advised to wait and retry the process after restarting their phone.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the Authenticator app and the troubleshooting steps provided by the helpdesk agent. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. The accuracy of the summary is high, as it correctly reflects the details of the call without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial steps the employee took, such as providing their personnel number and email, which are part of the context. Overall, the summary provides a fair description of the main problems and resolutions discussed during the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with the Authenticator app and the helpdesk agent's troubleshooting steps. The summary has a clear structure and flow of ideas, making it easy to understand and follow, thus demonstrating coherence. \n\nThe summary is accurate, as it correctly represents the events and conversations in the call transcript. However, it does not provide a complete resolution to the issue, as the problem remained unresolved during the call. Despite this, the summary provides a fair description of the main problems and the steps taken to address them. \n\nOverall, the summary meets most of the criteria, with the only drawback being the lack of a complete resolution, which is a limitation of the original call transcript rather than the summary itself.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (Authenticator app problems, passwordless system)\n2. Accurately describes the troubleshooting steps taken (Teams verification, temporary password generation)\n3. Includes the final resolution recommendation (restart phone, wait 30 minutes)\n4. Maintains a logical flow of events\n5. Accurately represents that the issue remained unresolved\n\nThe summary is concise while including all relevant details. It's coherent and well-structured, moving from problem identification through troubleshooting to final recommendations. The information is accurate and matches the transcript without any misrepresentations.\n\nMinor improvements could include:\n- Mentioning the initial system message about myT performance issues\n- Including the verification steps of personnel number and contact details\n- Explaining why the agent used Teams to send the temporary password link\n\nHowever, these are secondary details, and their omission doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
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    "predicted_text": "The call involved an employee (Speaker 4) contacting the IT helpdesk (Speaker 3) to resolve an account lockout issue. The employee was unable to log in due to a compliance issue, receiving an error message stating, \"Your sign-in was successful but does not meet the criteria to access this resource.\" The IT agent identified the problem as a device compliance and conditional access issue and attempted to connect the employee to a remote expert via a support tool (123rescue.com). \n\nAfter initial troubleshooting, including generating multiple PIN codes for remote access, the employee successfully downloaded the support tool. However, the IT agent discovered that no remote experts were available at the time to resolve the issue. The agent proposed scheduling a session for the following day and confirmed a time of 9 a.m. PST (12 p.m. EST) for the resolution. The employee agreed, and the agent assured them they would receive an email confirmation. The call concluded with the agent apologizing for the inconvenience and thanking the employee for their understanding.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business... To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the... Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions.\nSpeaker 3: Hi, this is agent from CAO.  Can you please have your employee number?\nSpeaker 4: Yeah, it's #########.\nSpeaker 3: Thank you very much.  And you can also have your official email as well.\nSpeaker 4: #################################.\nSpeaker 3: Thank you very much.  And lastly, could I also have your cell phone number as well?  ############.\nSpeaker 4: All right.\nSpeaker 3: Thank you for calling, #######.  How can I help you today?\nSpeaker 4: Hi.  So my account's locked out.  I can't log in.  It says you cannot access this right now.  So it's like almost like my computer's out of compliance or something.  All right.\nSpeaker 3: I'm very sorry to hear that.  Now that you got me on the line.  I will assist on this issue.  On the lockout issue, can you please elaborate on the error message?  Can you please describe it to me fully?\nSpeaker 4: Yeah.  It says, Accenture brings up the sign-in to Microsoft Outlook with single sign-on.  The logo has my e-mail address, so #############################.  It says, you cannot access this right now in bold letters.  It says, your sign-in was successful but does not meet the criteria to access this resource.  For example, you might be signing in for a browser app or location that is restricted by your admin.\nSpeaker 3: All right, now I understand.  So yes, your device is under uncompliance and also under conditional access.  And so for us to be able to remediate that, kindly go to your browser and go to 123rescue.com.  I'm going to connect to you there and connect you to one of our remote experts, and they will be the ones to remediate your device.  So again, go to 123rescue.com.\nSpeaker 4: I'm trying to get to a browser.  Hold on a second.  Just trying to sign in is the issue.  Okay.  One, two, three, resource.com.  Okay.  And what's the password?  Or what's the PIN?\nSpeaker 3: Oh, one moment.  So the PIN should be 606666.  606666.\nSpeaker 4: Perfect.  Start download.  It says this code does not exist.  Please contact your support provider.\nSpeaker 3: Come again.  Can you please refresh the website?\nSpeaker 4: Okay, so 606666.  Correct?\nSpeaker 3: Yes, that's correct.\nSpeaker 4: Yes, this code doesn't exist.\nSpeaker 3: All right, let me generate another one.  All right, please refresh the page and enter 881254.  Okay.\nSpeaker 4: I'm refreshing it with this.  Okay, what is it?  Sorry.\nSpeaker 3: Again, the code should be 881254.  Okay, now it's downloading.  All right, once it's finished downloading, just open the file.  Check your download folder.\nSpeaker 4: I clicked the wrong one.  Yeah, I'm opening it right now.\nSpeaker 3: All right, one moment.  I will connect to you shortly.  Perfect.  Great, one moment, please.  Everybody just wait a minute.  All right, I will continue now.  Just kind of accept the invitation.  All right.  Thank you very much.  So shortly afterwards, I should be communicating with my remote export.  Could I kind of place you on hold for two minutes, and then we'll get back to you once I receive the response from the remote export?  Okay.  All right.  Thank you very much.  All right.  Thank you for patiently waiting, #######.  So again, apologies.  Upon further checking with my remote export, there seems to be no available remote export at the moment.  We kindly ask if you will be able to put this on schedule session at your earliest convenience tomorrow.  May I know what time are you available for tomorrow?   The time available for tomorrow is from 8 a.m.  to 8 p.m.  EST.\nSpeaker 4: How long do you think it will take for it to be resolved?\nSpeaker 3: It will just take under an hour.\nSpeaker 4: Okay.  I guess tomorrow at 9 works, 9 PST.  All right.\nSpeaker 3: Thank you for being so understanding and have a wonderful day today.  If I miss from now, you will receive an email confirmation about this.  Thank you very much.\nSpeaker 4: So 9 p.m So I guess like Eastern Time, that would be like 12 o'clock Eastern.\nSpeaker 3: Yes, I understand.  Thank you very much.\nSpeaker 4: All right.  Sounds good.\n</call_transcript>\n<summary>\nThe call involved an employee (Speaker 4) contacting the IT helpdesk (Speaker 3) to resolve an account lockout issue. The employee was unable to log in due to a compliance issue, receiving an error message stating, \"Your sign-in was successful but does not meet the criteria to access this resource.\" The IT agent identified the problem as a device compliance and conditional access issue and attempted to connect the employee to a remote expert via a support tool (123rescue.com). \n\nAfter initial troubleshooting, including generating multiple PIN codes for remote access, the employee successfully downloaded the support tool. However, the IT agent discovered that no remote experts were available at the time to resolve the issue. The agent proposed scheduling a session for the following day and confirmed a time of 9 a.m. PST (12 p.m. EST) for the resolution. The employee agreed, and the agent assured them they would receive an email confirmation. The call concluded with the agent apologizing for the inconvenience and thanking the employee for their understanding.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the account lockout issue, the compliance problem, and the steps taken to resolve it. It is relevant, focusing on the key interactions between the employee and the IT agent. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without any false or misleading content. However, it misses some minor details, such as the initial high call volume announcement and the specific error message details. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee's account lockout issue and the IT agent's attempts to resolve it. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary accurately reflects the information presented in the call transcript, including the error message, the IT agent's troubleshooting attempts, and the proposed resolution. The summary is also complete, providing a fair description of the main problems and resolutions discussed in the call transcript.\n\nHowever, the summary could be improved by including more specific details about the initial automated messages and the employee's initial attempts to resolve the issue. Nevertheless, the summary provides a clear and accurate overview of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (account lockout due to compliance)\n2. Includes specific error messages and troubleshooting steps\n3. Details the attempted solution (123rescue.com remote access)\n4. Correctly describes the outcome (scheduling for next day)\n5. Maintains proper chronological flow\n\nThe summary is concise while including all crucial information. It's coherent, with a clear progression from problem identification to resolution attempt to final scheduling. The information is highly relevant, focusing on the technical issue and its handling. It's also accurate, correctly stating times (9 PST/12 EST) and the sequence of events.\n\nMinor improvements could include mentioning the initial high call volume warning and the estimated resolution time (under an hour). However, these are secondary details, and their omission doesn't significantly impact the summary's quality.\n\nThe summary successfully balances detail with brevity while maintaining accuracy and relevance.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "db1dc517-ee04-4b95-acd6-5605d75e5dcc",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the company's IT helpdesk to reset their enterprise account password. The employee initially provided their personnel number, email address, and callback number for verification. They explained that they had an open ticket for a password reset and had received a code from their manager. The helpdesk agent verified the incident number, the manager's enterprise ID, and other details to proceed with the request.\n\nThe employee confirmed they were locked out of their account due to multiple failed login attempts. The agent generated a new password and carefully communicated it to the employee, ensuring clarity despite some communication issues. The employee confirmed the new password and was advised to try it on their end. The agent marked the ticket as resolved and informed the employee that they would receive a feedback survey via email. The call concluded with the employee thanking the agent for their assistance.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1530.0,
      "num_output_tokens": 170.0,
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      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile device, to check if your account is passwordless, please visit go.accenture.com.\nSpeaker 2: slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help option.  Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: If you are Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not...\nSpeaker 4: Hi, this is ###### from CIO Service Desk.  May I have your first call number, please?\nSpeaker 5: My number, it's ########.\nSpeaker 4: It's ######... What comes back, sorry?\nSpeaker 5: ## at the end.\nSpeaker 4: All right, gotcha.  One second here.  All right, thank you for this information, and also can I ask for your enterprise ID?\nSpeaker 5: I don't think I have, like, I don't know what my enterprise ID is.\nSpeaker 4: Like your Accenture email address.\nSpeaker 5: Okay, it's #############################.\nSpeaker 4: All right, awesome.  Thank you for this information, and also can I ask for your best callback number?  ############.  I'm sorry, your line's cutting in and out.  It's #####################.  Sorry.  Alright, so how may I help you today, ####?\nSpeaker 5: Okay, so I had a ticket open where I was going to get a password reset, and I reached out to my manager.  My manager just gave me the code that I need to reset.\nSpeaker 4: Okay, I see.  Well, I don't really understand your situation here, but don't worry.  I will do my best to help you with this one.  So, one second here.  Let me go ahead and check for this one as well, okay?\nSpeaker 5: Okay.\nSpeaker 4: All right, so for this one, is it okay if I can place the call on hold for one to two minutes?  Let me just check my resources here on my end, as well as the air ticket on my end as well.\nSpeaker 5: Mm-hmm.\nSpeaker 4: One moment, please.  Thank you so much for patiently waiting for this one.  All right, so can you confirm the incident number that your manager provided?\nSpeaker 5: Okay, so it's INC ########.\nSpeaker 4: All right, awesome.  Thank you for this information.  And also, can I ask for your personal number again for verification purposes?\nSpeaker 5: ########.\nSpeaker 4: All right.  And your manager's EID, the one that vouched you in this verification process?\nSpeaker 5: It's ###########.\nSpeaker 4: Could you provide the enterprise ID, like their Accenture email address?\nSpeaker 5: It is.  I guess, just a second.  Let me look that up.  I have to put you on speaker.  All right.  Just a moment.  email address is ############## at Accenture.\nSpeaker 4: All right, awesome.  Thank you for this information.  So for this one, let me go ahead and reset your password on our end, right?\nSpeaker 5: Yeah, I want a password reset.  All right.\nSpeaker 4: So for this one, let me just ask some information here.  This is for the verification process.  Let me just ask if you are blacked out due to multiple failed login attempts?\nSpeaker 5: Say again?  I can't really hear you very well.\nSpeaker 4: All right, so for this one, are you blacked out due to multiple failed login attempts?\nSpeaker 5: Yeah, it's like I can't get into my account.  because, like, I don't know my password.  Mm-hmm.\nSpeaker 4: Okay, I see.  Uh-huh.  All right, so let me go ahead and request for your password.  Let me go ahead and generate your password here.  So for this one, here's your pass, I mean, the password that has been reset here.  So please prepare a pen and paper.\nSpeaker 5: Yeah, sure.\nSpeaker 4: It's small letter O, as in Oscar.\nSpeaker 5: Mm-hmm.\nSpeaker 4: Capital P as in Tango.\nSpeaker 5: Capital P?\nSpeaker 4: Mm-hmm, as in Tango.\nSpeaker 5: T or T?\nSpeaker 4: T as in Tango.  Tango, okay.  Yep.  All right.  And then small letter C as in Charlie.\nSpeaker 5: Okay.\nSpeaker 4: Sorry.  Let me just repeat it again.  It's small letter O as in Oscar.  Then capital T as in Tango.  Then exclamation point.\nSpeaker 5: Look, the second, I really can't hear you very well.  Was the second letter, it's T, P as in PANDA or T as in train?\nSpeaker 4: Train.\nSpeaker 5: T, okay, as in train.  Okay, OTC exclamation mark.\nSpeaker 4: Nope, it's OT, then exclamation point.\nSpeaker 5: Uh-huh.\nSpeaker 4: Then small letter C as in Charlie.  Uh-huh.  Number nine.\nSpeaker 5: Uh-huh.\nSpeaker 4: Number nine.\nSpeaker 5: Okay, two nines?\nSpeaker 4: Yep, two nines.  And then small letter S as in Cheryl.  Then number three.\nSpeaker 5: That's it?\nSpeaker 4: Yep, that's it.\nSpeaker 5: Okay, I got O, uppercase S, T, as in train, exclamation mark, C99S3.\nSpeaker 4: Yep, that's correct.\nSpeaker 5: Okay, OT, exclamation mark, C99S3.\nSpeaker 4: Mm-hmm.\nSpeaker 5: Okay, great.\nSpeaker 4: All right, so for this one, you can try that one on your end, and for this one, I will tag your ticket here as resolved, and upon the resolution of it, you will receive a survey via email, and your feedback is highly appreciated.  So thank you for calling CIO, and have a wonderful day, ####.\nSpeaker 5: Okay, thank you.  Bye-bye.\nSpeaker 4: Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the company's IT helpdesk to reset their enterprise account password. The employee initially provided their personnel number, email address, and callback number for verification. They explained that they had an open ticket for a password reset and had received a code from their manager. The helpdesk agent verified the incident number, the manager's enterprise ID, and other details to proceed with the request.\n\nThe employee confirmed they were locked out of their account due to multiple failed login attempts. The agent generated a new password and carefully communicated it to the employee, ensuring clarity despite some communication issues. The employee confirmed the new password and was advised to try it on their end. The agent marked the ticket as resolved and informed the employee that they would receive a feedback survey via email. The call concluded with the employee thanking the agent for their assistance.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's request for a password reset, the verification process, and the resolution. It maintains relevance by focusing on the key interactions and steps taken during the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without introducing any errors. However, the summary could be slightly more complete by mentioning the initial automated messages about high call volume and the specific issue with \"gone fishing\" page, which provides context for the call's urgency. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's request for a password reset and the helpdesk agent's assistance. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the employee's initial request, the verification process, and the resolution. The summary also captures the main problems (the employee's inability to access their account due to a forgotten password) and the resolution (the agent generating a new password), thus demonstrating completeness.\n\nOverall, the summary meets all the criteria for a high-quality summary, with no notable omissions or inaccuracies.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Conciseness: It presents the essential information without unnecessary details, maintaining brevity while covering key points.\n2. Relevance: All information included directly relates to the password reset process and verification steps.\n3. Coherence: The summary follows a logical flow from initial contact through verification to resolution.\n4. Accuracy: The details mentioned align perfectly with the transcript, including the verification process, password reset procedure, and final resolution.\n5. Completeness: It covers all major aspects - initial contact, verification process, reason for lockout, password reset, and call conclusion.\n\nMinor improvements could include mentioning the initial automated message about system issues with \"my key\" and the \"gone fishing page\" error, which provides context for the high call volume. However, this doesn't significantly impact the summary's overall quality since the main interaction and resolution are well-captured.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "3e5537df-d21f-470e-88bf-24224ea7a046",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT support for a non-functional computer. The employee reported that their computer would not turn on despite multiple hard reboots and disconnecting all cables. After confirming the employee's details, including their personnel number, Enterprise ID, callback number, email address, and location, the IT support agent attempted to troubleshoot the issue. The agent verified that the employee had already tried basic troubleshooting steps, such as hard reboots and disconnecting accessories.\n\nThe agent then escalated the issue to the back-end support team for further investigation. After receiving a response, the agent created a support ticket and assigned it to the local tech support team at the employee's location. The employee was advised to keep their lines open and monitor their email for further communication from the local tech team, who would handle the troubleshooting and resolution. The call concluded with the agent thanking the employee and ensuring all necessary information was collected for the ticket.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1457.0,
      "num_output_tokens": 185.0,
      "inference_runtime": 5.59930682182312,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8518518518518517
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, You can also resolve many issues online via techsupport.accenture.com.  For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  Press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: My personnel number, I just sent it.\nSpeaker 2: You have not entered anything.  Please try again.  Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue.\nSpeaker 5: Hi, this is #####.  May I have your personal number, please?  It's ########.  Just to confirm, it's ########, correct?\nSpeaker 3: That's correct.\nSpeaker 5: Thank you so much.  And can you just also confirm to me your Enterprise ID, your EID, please?  It's ############.  Ok, thank you.  Okay, let me just first try to pull up your account here in my end.  And may I have also your call back number, #####?  Sure, it's ############.  Okay.  Thank you so much, #####.  So yeah, I already pulled up your account here in my end, #####.  How may I help you today?\nSpeaker 3: My computer's dead.  It won't... Turn on, the screen's black, I can't do anything with it.  And I've been trying for about an hour now.\nSpeaker 5: Okay.  So just to confirm, #####, your machine right now is dead, it won't turn on, and it's been one and a half hours past, correct?\nSpeaker 3: Yeah, that I've been trying to turn it on, yep.\nSpeaker 5: Okay.  Can you just confirm to me, #####, what is your machine model right now?  Is that an HP model machine?\nSpeaker 3: Yeah.\nSpeaker 5: Yeah, for that.  Okay, yeah.  I do apologize for the inconvenience, #####, and I do my best to help you with that.  For this one, let me go ahead and check my resources here on my end.  Let me confirm everything before I'll place you on hold.  Did you try to hard reboot your machine and remove all the connected wires?  Yeah.  Okay.  And how many times did you reboot your machine?  Hard reboot your machine.\nSpeaker 3: How many times?\nSpeaker 5: I'd say five times.  Three to five times.  Okay.  And remove all the connected wires?\nSpeaker 3: Yes.\nSpeaker 5: Okay.  Thank you so much for confirming, #####.  Let me go ahead and check my resources here in my NLP and our back-end support, too.  So, can you please hold for one to two minutes?  Is that okay for you?\nSpeaker 3: Okay.  Yeah, that's fine.  Okay.  Thank you so much, #####.\nSpeaker 5: Thank you.  Come on back.  Hello #####, thank you so much for patiently waiting on the other line.  Just an update, I'm still waiting for the response of our back end support.  We're also further investigating the issue.  So, can you please hold again for 1 to 2 minutes?  Is that okay for you?  Yes, that's fine.  Thank you so much, #####.  Thank you.  Hello, #####?\nSpeaker 3: Yeah.\nSpeaker 5: Yeah, thank you so much for patiently waiting on the other line.  I back and support already response.  So yeah, since you already did the hard reboot of your machine and plug all the adapters and connected accessories.  So what we'll do here now is.  I will make a ticket here and we assign it to your local tech support on your location.  So just keep your lines open because they'll be the one to contact you.  and to troubleshoot your machine, okay?\nSpeaker 3: Okay.\nSpeaker 5: Okay, let's just first prepare everything here before I will transfer this ticket to them.  And then, if I need some information in a while.  Okay.  Okay, yeah.  Can you just provide to me your personal email address that I can attach here on the ticket?  Can you please spell it out for me?\nSpeaker 3: You want my personal email address?\nSpeaker 5: Yeah, that's right.  Personal email address.\nSpeaker 3: This is my ###############################.\nSpeaker 5: Okay.  #######################.  Okay.  And can you please confirm to me what is your current location right now?\nSpeaker 3: I'm at my home office in #########, #######.\nSpeaker 5: Home office, #######, correct?\nSpeaker 3: Yes.\nSpeaker 5: Okay, thank you so much.  Okay, for a while, let me complete everything here.  Okay, thank you so much, #####.  I think there's no need information right now.  We'll just complete everything here and assign this ticket to the local tech support.  So just keep your lines open and also check your email too.  So they may contact you or email you about the issue to troubleshoot your machine or what is their way to resolve the issue, okay?\nSpeaker 3: Okay.\nSpeaker 5: Okay.  So yeah, thank you so much #####.  Bye for now and stay safe.  Have a nice day.  Thank you.\nSpeaker 3: You too.  You're welcome.  Bye-bye.\nSpeaker 5: Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT support for a non-functional computer. The employee reported that their computer would not turn on despite multiple hard reboots and disconnecting all cables. After confirming the employee's details, including their personnel number, Enterprise ID, callback number, email address, and location, the IT support agent attempted to troubleshoot the issue. The agent verified that the employee had already tried basic troubleshooting steps, such as hard reboots and disconnecting accessories.\n\nThe agent then escalated the issue to the back-end support team for further investigation. After receiving a response, the agent created a support ticket and assigned it to the local tech support team at the employee's location. The employee was advised to keep their lines open and monitor their email for further communication from the local tech team, who would handle the troubleshooting and resolution. The call concluded with the agent thanking the employee and ensuring all necessary information was collected for the ticket.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with a non-functional computer and the steps taken by the IT support agent. It maintains relevance by focusing on the key aspects of the call, such as the troubleshooting steps and the escalation to local tech support. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate and matches the details in the transcript, with no misleading or false information. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific troubleshooting steps (e.g., hard reboots and disconnecting cables) in more detail. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their non-functional computer and the IT support agent's attempts to troubleshoot and resolve the issue. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the employee's attempts to troubleshoot the issue and the agent's escalation of the issue to the back-end support team. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, the summary could be improved by including more specific details about the employee's issue, such as the model of their computer and the exact error messages they encountered. Additionally, the summary could benefit from a clearer conclusion, summarizing the final outcome of the call.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: It efficiently presents the main points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: All information included directly relates to the computer issue and support process.\n3. Coherence: The summary follows a logical flow from problem description to resolution steps, making it easy to follow.\n4. Accuracy: The details match the transcript precisely, including the troubleshooting steps taken and the final resolution plan.\n5. Completeness: It covers all crucial aspects - the initial problem, verification steps, troubleshooting attempts, and final resolution plan.\n\nMinor improvements could include mentioning that the computer was an HP model and that the agent had to put the caller on hold twice while consulting backend support. However, these are not critical omissions, and the summary successfully captures the essence of the interaction and its outcome.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "ec803bae-42c1-4f21-ab34-e68020fc9b09",
    "train_trial_index": 0,
    "predicted_text": "The call transcript details an interaction between an employee and the IT helpdesk at Accenture. The employee contacted the helpdesk to resolve an issue, likely related to account access or login credentials. The helpdesk agent requested the employee's details, including their employee ID and Accenture email, to locate their account. However, there was some confusion and miscommunication regarding the information provided, with the employee initially giving their Accenture ID instead of their email. The agent asked for clarification and requested the email to be spelled phonetically to ensure accuracy. Despite multiple attempts to confirm the required details, the conversation was hindered by communication issues, including audio cutting out. The call ended with the employee deciding to involve their supervisor, who would follow up with the helpdesk.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com, If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.\nSpeaker 3: To repeat, if you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, The fastest and easiest way to reset your password is to visit my id.accenture.com.\nSpeaker 4: Thank you for calling Accenture Business.  This is #######.  Can I have the employee number, please?\nSpeaker 5: Hi, good morning.  The employee number is ##############.\nSpeaker 4: One moment.  One second.  That is your employee ID number.  How about your Accenture email and send?\nSpeaker 5: Oh, that's the same thing I just gave you.  I'm sorry.  I gave you the Accenture ID.  It's ########### dot #############.\nSpeaker 4: Sorry for interrupting.  Can you spell it in a phonetic alphabet so that I can easily pull up here, please?\nSpeaker 5: # like ###, # like #####, # like ####. # like, # like #####.  Can I give you ...Can I give you a incident report number?  Maybe you can find everything that way.\nSpeaker 4: You can provide me for your Accenture email so that I can go ahead and pull up your account.  Is that okay?\nSpeaker 5: You send my Accenture email?\nSpeaker 4: Yeah, please.  Mm-hmm.\nSpeaker 5: It's ##############, ########### #############.\nSpeaker 4: Okay.  Do you have a personal number instead?\nSpeaker 5: Do I have a personal?  what?\nSpeaker 4: Personal number, personnel or, I mean, employee ID number.  Do you have that one?\nSpeaker 5: ########\nSpeaker 4: Okay, let me confirm.  It is ################, right?  Yes.  Thank you so much for that one.  Let me just follow up your account first.  Okay, one second.  All right.  And then can I have again your Accenture email since you're cutting in out earlier here on my end?\nSpeaker 5: Okay, let me call the supervisor and I'll have him call you back.\n</call_transcript>\n<summary>\nThe call transcript details an interaction between an employee and the IT helpdesk at Accenture. The employee contacted the helpdesk to resolve an issue, likely related to account access or login credentials. The helpdesk agent requested the employee's details, including their employee ID and Accenture email, to locate their account. However, there was some confusion and miscommunication regarding the information provided, with the employee initially giving their Accenture ID instead of their email. The agent asked for clarification and requested the email to be spelled phonetically to ensure accuracy. Despite multiple attempts to confirm the required details, the conversation was hindered by communication issues, including audio cutting out. The call ended with the employee deciding to involve their supervisor, who would follow up with the helpdesk.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the interaction between the employee and the helpdesk agent. It captures the key details such as the request for employee ID and email, the confusion over the provided information, and the communication issues. The summary is relevant, sticking closely to the main topic of account access issues. It is coherent, with a clear structure and logical flow of ideas. The accuracy is high, as it correctly reflects the events and details from the transcript. However, the summary could be slightly more complete by mentioning the specific nature of the issue (e.g., account access or login credentials) more explicitly. Overall, it provides a fair description of the main problems and the resolution steps taken.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key issue of the employee's interaction with the IT helpdesk. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly identifies the main issue, the confusion and miscommunication between the employee and the helpdesk agent, and the eventual decision to involve the supervisor. However, it does not provide a detailed description of the initial automated messages and options presented to the employee.\n\nThe summary is mostly complete, capturing the main problems and the lack of resolution in the call. However, it could be improved by including more details about the initial steps and the specific issues with the employee's account.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction while maintaining brevity. It accurately describes the communication challenges between the agent and employee, particularly regarding the confusion over ID and email information. The summary follows a logical structure, starting with context, moving through the interaction details, and ending with the resolution (supervisor involvement). It's relevant, focusing on the core interaction without getting sidetracked by the initial IVR menu details. However, there are two minor issues: 1) The summary doesn't mention that the call began with an automated menu system, which provides important context about the service structure, and 2) it doesn't specify why the employee was calling in the first place, though this isn't clear from the transcript either. Despite these small omissions, the summary provides an accurate, coherent, and complete picture of the interaction, effectively highlighting the communication difficulties that led to the call's conclusion.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "ded3fde5-8d78-41a6-bdb9-db86b5ab823d",
    "train_trial_index": 0,
    "predicted_text": "The call involved an Accenture employee seeking IT support to install a virtual desktop requiring admin permissions. The employee, a new Accenture Flex member, contacted the IT helpdesk for assistance. After verifying the employee's details, the support agent attempted to resolve the issue by guiding the employee through steps to run the installer as an administrator. However, the employee encountered a pop-up requiring credentials, which could not be bypassed.\n\nThe agent initiated a remote session via 123rescue.com to troubleshoot further. Despite multiple attempts to resolve the issue, the same credential pop-up persisted. The agent decided to involve a remote technical team for additional support. The employee was asked to continue the troubleshooting process through the remote session's chat feature, allowing the call to be disconnected while the issue was addressed.\n\nThe call highlighted the agent's efforts to resolve the problem, including escalating it to higher-level support, and the employee's cooperation throughout the process. The issue remained unresolved during the call but was being actively worked on in the remote session.",
    "base64_images": [],
    "stats": {
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, For technology and business application support, press 1.\nSpeaker 2: For mobile communication support, press 2.  For technology and business application support, press 3.  Press 1.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, Press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your d-.\nSpeaker 4: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 5: Hi, this is ####### from CIO.  May I have your personal number, please?  Yes, ###################, is that correct?\nSpeaker 6: Yes, that's correct.\nSpeaker 5: How about your Accenture email address, please?\nSpeaker 6: #############\nSpeaker 5: All right.  And then your callback number, #####?  ############.  All right.  Thank you for that, #####.  How can I help you today?\nSpeaker 6: Sure.  I am a new Accenture Flex member, and I am trying to install a virtual desktop to work with a client.  It requires admin permissions.  And I believe I'm supposed to call here to get those to install it.\nSpeaker 5: All right.  With that being said, my apologies for the inconvenience, but since you've got me on the line, I'll try my best to help you out with that.  So let me double check.  Since that is an admin access, I'm going to double check for my support if you needed to contact your client help desk, or we have that one for you on our end.  Let me just double check, okay?  Can I please hold on for a minute?\nSpeaker 6: Yep, that's fine.\nSpeaker 5: Thank you.  Hello, #######.  Thank you for patiently waiting.  So let me just double check with our remote tech from our end regarding the access for the virtual desktop.  So I'm going to just double check with our remote tech from our end if that's going to be their admin access.  Or if that does not work, you will need to contact your client.  And just something you know, so that I'll double check first from my end, okay?\nSpeaker 6: Sounds good.\nSpeaker 5: All right.  Let me just place a call and hold for two minutes, and I'll get back to you again.  Thank you.\nSpeaker 6: Sounds good to me.\nSpeaker 5: Hello, #####.  Still checking this one with our level 2 support.  I'm just waiting for the response.  I'm just updating you on what I'm doing.  So, please excuse me.  I'm sorry for the long hold there, but I'm still confirming.  Can I please hold for another two minutes?\nSpeaker 6: Yep, that's fine.\nSpeaker 5: Thank you.  Hello, #####.  Yeah, I'm sorry.  I just can't have an update from the level 2 support.  When you click the virtual desktop, before installing it, can you right-click the file or the installer and then select Show More Options?\nSpeaker 6: Right-click the installer and click Show More Options?  Sure.\nSpeaker 5: Yes, and then look for Run as an Admin, but look for the Run as an Administrator option with an orange icon beside it, if you can see that.\nSpeaker 6: The only Run as Administrator icon I see has a yellow and blue shield next to it.\nSpeaker 5: No, like the Beyond Trust?  No other?  Okay, let me try to initiate a remote session instead.  Can you go to 123rescue.com from your browser and then Type in that website, 123rescue.com.\nSpeaker 6: Dot com.  Sure.\nSpeaker 5: Okay.\nSpeaker 6: Okay.\nSpeaker 5: Then it will ask you for a code that's ######.\nSpeaker 6: Then do I hit start download?\nSpeaker 5: Yes, please.\nSpeaker 6: Okay, it's downloaded and it says waiting for a technician.\nSpeaker 5: All right, let me now navigate.  One moment.  Kind of click OK from your end so that I can navigate.\nSpeaker 6: Sounds good.\nSpeaker 5: All right.  Let me just check something here.  There it is.  And then this is the installer or this one?  Which one?\nSpeaker 6: The top one.  VMware Horizon Client ####.\nSpeaker 5: OK.  Show more options.  Run as an admin.  How about this?  Did it give any screen from your end, or you're seeing the downloads folder as I see it?\nSpeaker 6: For me, it's got a pop-up that says, do you want to allow this app to make changes to your device?  It has an email address and password.\nSpeaker 5: Only ask for email address and password.  OK.  Can you click Find All?  Oh, I'm sorry.\nSpeaker 6: I guess there is an option at the bottom that says More Choices.  Should I click that?\nSpeaker 5: Can you try please?\nSpeaker 6: Sure.  It says either use a different account or call ########################## security device credential.\nSpeaker 5: All right, kindly cancel and I'll try it again one more time.\nSpeaker 6: Sounds good.\nSpeaker 5: Okay.  How about this time?\nSpeaker 6: It's given the same pop-up as before.\nSpeaker 5: Okay.  One moment, let me double check.  Can I please hold for a minute?\nSpeaker 6: Yep, that's fine.\nSpeaker 5: Thanks.  Thank you for patiently waiting.  We needed to have the session run as an admin, so let me try if I can.  Actually, I'm going to invite one of our remote tech, and then let me check if I can run this one as an admin.  One moment here.  If you need to run as an admin, I'll be creating another session, and then I'll guide you on how to do that, okay?\nSpeaker 6: Okay.\nSpeaker 5: All right.  So, while we're checking, can I please hold for 10 minutes?  Sounds good.  Thank you.  Hello, #####.  Thank you for patiently waiting.  So I am working with our remote tech, and we're going to troubleshoot this one.  So since that's the situation here, can we continue our conversation in the remote session?  And then you can disconnect the call.  No worries.  You can still communicate through the chat box in there.  Is that OK?  Yeah.\nSpeaker 6: Sounds good to me.\nSpeaker 5: All right.  Thank you.  You can disconnect the call from here.  Then we can continue to the remote session.  Thank you.\n</call_transcript>\n<summary>\nThe call involved an Accenture employee seeking IT support to install a virtual desktop requiring admin permissions. The employee, a new Accenture Flex member, contacted the IT helpdesk for assistance. After verifying the employee's details, the support agent attempted to resolve the issue by guiding the employee through steps to run the installer as an administrator. However, the employee encountered a pop-up requiring credentials, which could not be bypassed.\n\nThe agent initiated a remote session via 123rescue.com to troubleshoot further. Despite multiple attempts to resolve the issue, the same credential pop-up persisted. The agent decided to involve a remote technical team for additional support. The employee was asked to continue the troubleshooting process through the remote session's chat feature, allowing the call to be disconnected while the issue was addressed.\n\nThe call highlighted the agent's efforts to resolve the problem, including escalating it to higher-level support, and the employee's cooperation throughout the process. The issue remained unresolved during the call but was being actively worked on in the remote session.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with installing a virtual desktop and the steps taken by the support agent. It is relevant, focusing on the main topic of the call without extraneous details. The coherence is strong, with a clear structure and logical flow of ideas. The accuracy is high, as the summary correctly reflects the events and interactions from the transcript. However, it could be slightly more complete by mentioning the initial high call volume and the phishing issue, which provides context for the call environment. Overall, the summary is well-done but could include a bit more context for completeness.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with installing a virtual desktop and the support agent's efforts to resolve it. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly represents the events and conversations in the call transcript. It does not contain any false or misleading information. The summary is also complete, providing a fair description of the main problem and the steps taken to resolve it.\n\nHowever, the summary could be improved by providing a clearer resolution or outcome, as the call transcript ends with the issue still being actively worked on in the remote session. Nevertheless, the summary provides a good overview of the call and the support agent's efforts to resolve the issue.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (virtual desktop installation requiring admin permissions)\n2. Includes relevant context (new Accenture Flex member)\n3. Chronicles the troubleshooting steps chronologically\n4. Describes the attempted solutions and their outcomes\n5. Mentions the final resolution (continuation via remote session)\n\nThe summary is concise while maintaining important details, and presents information in a coherent, logical flow. It accurately reflects the conversation without adding incorrect information. The structure is clear, moving from problem identification through attempted solutions to final disposition.\n\nMinor improvements could include mentioning the specific VMware Horizon Client being installed and the exact nature of the credential popup that prevented installation. However, these are minor details that don't significantly impact the summary's effectiveness.\n\nThe summary achieves its primary goal of conveying the essential information from a lengthy technical support call in a clear, accurate, and accessible manner.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "fe5740fe-02c0-40d7-afbf-97ae85d5e2a5",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee contacted the IT helpdesk to resolve an issue with their blocked account, which was preventing access to applications like Outlook, Teams, and other Accenture services. The employee confirmed they were using an Accenture laptop and the Authenticator app for login. The helpdesk agent guided the employee to access a specific website, mypasswordless.accenture.com, to check the account status, but the site also indicated the account was blocked.\n\nAfter performing initial checks, the agent determined that the issue required escalation to the Level 2 support team. The employee provided their callback number, and the agent assured them that the Level 2 team would refresh the account within 30 minutes. The employee was advised to wait for further updates and to be available for a callback within the hour. The call concluded with the agent confirming the next steps and ensuring the employee's contact details were accurate.",
    "base64_images": [],
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.  For video conferencing services such as...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com/gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for enterprise passwords.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen and your account has been disabled, press 9.  If you have forgotten your password or...\nSpeaker 4: Thank you for calling CIS services.  We are talking with you ######.  May I know your Accenture email ID or your 8-digit employee number?\nSpeaker 5: My external personnel number is ########.\nSpeaker 6: Okay, thank you so much for this detail.  Just allow me a moment.  Let me just fetch the details of your account.  Till then, I'm fetching the details.  May I know how may I help you today?\nSpeaker 5: Yeah, my Accenture account has been blocked, so I can't access my Outlook or my Teams applications.\nSpeaker 6: Okay.  So, could you please help me with your name?  Like, whom am I talking to right now?\nSpeaker 5: Sure.  Yeah, it's ########.  Last name is spelled ####\nSpeaker 6: Okay, okay.  Thank you so much for the name confirmation, #####.  We are really sorry for the issue, but don't worry, we can help out regarding your issue.  So like you are facing issue on the Outlook and Teams, that's it?\nSpeaker 5: Well, anything that requires my Accenture account, yeah.  But so far, I've only tried Outlook and Teams.  But if I wanted to navigate to any Accenture site, my account is blocked as well.  So anything that requires my Accenture account is blocked.\nSpeaker 6: Okay.  No issues, #####.  Let me just perform some checks on my end.  Just online, please.\nSpeaker 5: Okay.\nSpeaker 6: Okay.  So, like, are you using Authenticator app to log in, #####?\nSpeaker 5: I am, yes.\nSpeaker 6: Okay.  No issues.  So, like, could you please open the Authenticator app?\nSpeaker 5: Okay.  Let me put you on speakerphone so I can... Yeah, yeah.\nSpeaker 6: So, #####, could you please confirm me one more thing?  Like, are you having Accenture laptop with you right now?\nSpeaker 5: I have my Accenture laptop, yes.\nSpeaker 6: Okay, try to access a website which I'm going to tell you on the Accenture laptop, and please let me know if you are able to log in there or not, which is called mypasswordless.accenture.com.\nSpeaker 5: My password, okay, let me type that in.  Yeah.\nSpeaker 6: Mypasswordless.accenture.com.  Yeah.  Don't use STDPS or anything.  Just type mypasswordless.accenture.com.  Okay.\nSpeaker 5: Yeah.  I just did that and it returned the same message that says your account is blocked.\nSpeaker 6: Okay.  No issues.  Just allow me a moment, please.\nSpeaker 5: Yep.\nSpeaker 6: Okay.  No worries.  So I am going to like assign your case to the next level team and like they are going to refresh your account at their end and after that they are going to update it on the ticket and then like we are going to coordinate with you.  You just have to wait for around 30 minutes after they refresh it at their own end, okay?  And after that, like you will be able to access everything.  So I'm going to assign your case to the level two team.  So could you please help me with your callback number?\nSpeaker 5: Sure, you can call this number at ###################.\nSpeaker 6: Okay, thank you so much for this detail.  I'm going to repeat it ###################.\nSpeaker 7: Correct.\nSpeaker 5: It's actually no, it's actually ##### and then #####.\nSpeaker 7: Okay ##### and #########.\nSpeaker 5: correct #######.\nSpeaker 6: Okay.  So I'm going to start it from the beginning.  It's ##############.\nSpeaker 5: No, #######.  Like an #?\nSpeaker 6: That is like ###############, correct?\nSpeaker 5: That's correct, yeah.\nSpeaker 6: Okay, okay.  Thank you so much for this detail.  So as soon as they are going to refresh at their own ends, we are going to call you back to access everything.  Okay, and try to answer like within an hour, okay?\nSpeaker 5: Okay, I'll be waiting.\nSpeaker 6: Thank you.  Every hour, okay, I'm going to assign your case to the Level 2 team and they're going to refresh it as soon as possible, okay?\nSpeaker 5: Okay, great.  Thank you very much.\nSpeaker 6: Thank you for calling CIO services.  Have a great day.  Bye-bye.\nSpeaker 5: You have a great day.  Bye.\nSpeaker 6: Yeah, hi, #####.  Are you there?\nSpeaker 5: I am here, yes.\nSpeaker 6: Yeah, you have to disconnect this call from your end.\nSpeaker 5: Okay.  Sorry, let me try that.  Yeah, yeah.  Let's see.  Not sure why it's not...\n</call_transcript>\n<summary>\nAn Accenture employee contacted the IT helpdesk to resolve an issue with their blocked account, which was preventing access to applications like Outlook, Teams, and other Accenture services. The employee confirmed they were using an Accenture laptop and the Authenticator app for login. The helpdesk agent guided the employee to access a specific website, mypasswordless.accenture.com, to check the account status, but the site also indicated the account was blocked.\n\nAfter performing initial checks, the agent determined that the issue required escalation to the Level 2 support team. The employee provided their callback number, and the agent assured them that the Level 2 team would refresh the account within 30 minutes. The employee was advised to wait for further updates and to be available for a callback within the hour. The call concluded with the agent confirming the next steps and ensuring the employee's contact details were accurate.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the blocked account, the use of the Authenticator app, and the escalation to the Level 2 support team. It maintains relevance by focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, the summary could be slightly more complete by mentioning the specific applications affected (Outlook and Teams) and the exact nature of the problem (account blocked). Overall, it provides a fair description of the main concerns and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their blocked account and the steps taken to resolve it. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the employee's use of an Accenture laptop and the Authenticator app, the attempt to access mypasswordless.accenture.com, and the escalation to the Level 2 support team.\n\nThe summary is also complete, providing a fair description of the main problem and the proposed resolution. It covers the key points, including the employee's issue, the initial checks performed by the agent, and the next steps to be taken.\n\nOverall, the summary meets all the criteria, with no significant issues or inaccuracies.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (blocked Accenture account)\n2. Specifies affected services (Outlook, Teams, other Accenture services)\n3. Includes relevant technical details (Authenticator app, passwordless website check)\n4. Accurately describes the resolution process (escalation to Level 2)\n5. Includes next steps and timeframes (30-minute refresh, callback within an hour)\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution steps. It accurately reflects the conversation without including unnecessary details like the initial IVR prompts or the back-and-forth about the phone number confirmation. The language is clear and professional.\n\nMinor improvement could be made by mentioning that the employee was using an external personnel number for identification, but this detail isn't crucial to understanding the interaction's core purpose and outcome.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "598307a8-4df3-4325-b91e-8c36809503db",
    "train_trial_index": 0,
    "predicted_text": "The employee contacted the IT helpdesk to resolve an issue with registering their new laptop to Intune. Despite following the setup steps, the system prompted them for a password instead of using the passwordless authentication via the Authenticator app. The helpdesk agent confirmed the issue and initiated a remote session to troubleshoot. \n\nDuring the session, the agent guided the employee through enabling necessary permissions on their Mac, including accessibility and screen recording settings. They then walked the employee through the Intune registration process, ensuring the correct email credentials were used. After some troubleshooting and adjustments, the issue was resolved, and the employee successfully registered their device and gained access to company applications like Teams and email. \n\nThe agent confirmed the resolution, closed the ticket, and informed the employee about a feedback survey. The call concluded with both parties expressing gratitude.",
    "base64_images": [],
    "stats": {
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, #### and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can...\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other calls.  Hi, thank you for calling Service Desk.  My name is ####.  Can I please have your personnel number?\nSpeaker 4: Yes, ########.\nSpeaker 2: Okay, thank you.  Just to confirm, it is ########?\nSpeaker 4: Yes, correct.\nSpeaker 2: Okay, thank you.  Let me just pull up your account here in the end.  And also, please confirm your accenture email.\nSpeaker 4: ###############.\nSpeaker 2: Okay, thank you for that, #####.  And #####, you also have your best callback number, just in case we get disconnected, then I can call you back.\nSpeaker 4: Yeah, ############.\nSpeaker 2: Okay, thank you for that, #####.  So, #####, I may assist you today.\nSpeaker 4: I'm having issues getting registered with Intune.  I just received a new laptop.  The steps that I'm following, essentially, it's bringing up the portal, the company portal, but it's instead of asking me basically single sign-on-ing right through my authenticator, it's asking me for a password, which when I go in my authenticator app, I'm set up for passwordless.  The password from my machine's not working, so it's kind of at an impasse here on what I need to do.\nSpeaker 2: Okay, I do apologize for the inconvenience, #####, but don't you worry, since you have me in the line, I'll do my best to assist you with your concern.  So just to confirm, you're calling in because you're having issue registering to your Intune, since it is asking you for a password, and your password is correct?  Correct, yep.  Okay, so for this, #####, for me to further assist in your concern, is it okay if we do a remote session so that I could check on your end?  Yeah, that's fine.  Okay, please open a browser and search for 123rescue.com.  Is it asking for the six-digit code right now?\nSpeaker 4: Yes.\nSpeaker 2: OK.  So your six-digit code will be ######.\nSpeaker 4: So do I download or run the applet?  Or I guess it's doing both.  Oh, wow.  Here we go.\nSpeaker 2: Download first, and then after downloading it, just click Open.\nSpeaker 4: Just open.  Okay.\nSpeaker 2: Okay.  It's already connecting trying to open.\nSpeaker 4: Yeah, it's still trying to open.  Yep.\nSpeaker 2: OK.  Once you see a prompt on your screen, #####, just click OK.  And please allow all permissions so that I can elevate your screen.\nSpeaker 4: Where do I allow all permissions at?  I'm not seeing that.\nSpeaker 2: OK.  Click your Apple logo.  Go to your system settings, then system preference.\nSpeaker 4: Privacy and security.\nSpeaker 2: Yes.  Then accessibility.  Then to control, turn, on log me in.  Screen recording for visibility, turn on log me in so that I can see your screen.\nSpeaker 4: Log me in.  So I'm in accessibility, but I'm not seeing anything for support.  Log me in.  I see vision.  Here we go.  Got it.\nSpeaker 2: Okay.  Yeah, click quit and reopen.  Okay, so can you please show me that?\nSpeaker 4: The issue?\nSpeaker 2: Yes, please.\nSpeaker 4: Yeah, so basically what it says is go to my Accenture Mac, go to protect my tech, conditional access.  not registered, so click on that.  Which brings up then the in tune registration prompts And one second here.  Okay.  It's still loading up.  Yeah, it's usually quicker than that.\nSpeaker 2: Okay.\nSpeaker 4: Maybe not.  Okay.\nSpeaker 2: Let's wait for that to finish.  Okay, well, it is still loading up.  Is it okay if I put the call on hold for two minutes?\nSpeaker 4: Yeah, yeah, go ahead.\nSpeaker 2: Okay, thank you.  Thank you for patiently waiting on the line, #####.  So, for this, #####, can you please cancel this one, and we'll try another one, okay?\nSpeaker 4: Okay.  One second.  Maybe should we just do a restart on the computer?\nSpeaker 2: Okay.  Can you please click here in search, because I cannot access it right now?\nSpeaker 4: Sure.  In search.  Oh, yeah, there we go.  Yep.\nSpeaker 2: And then can you please type there command?  Okay.  Can we please run this one?  Okay.  Please allow.  And click the register with Intune.  And click okay.  Sign in.  And enter your Accenture email.\nSpeaker 4: Is it full email or is it just first and last, first thought last?\nSpeaker 2: It should be your Accenture email.\nSpeaker 4: Oh, okay.  Maybe that's the issue then here.  Let's see.  Let me close this.\nSpeaker 2: There we go.  Okay.  Can we please approve?\nSpeaker 4: All right.  I think we're good now.\nSpeaker 2: Okay.  And right now, can we please go back to the search bar?  Click that first.  Okay.\nSpeaker 4: Yep.\nSpeaker 2: And then search for check-in.\nSpeaker 4: Did you say check-in?\nSpeaker 2: Yes.  Okay.  Here.  No.  The other one.  Okay, let's wait for that to finish and then you can try to access.  So you can now try.\nSpeaker 4: Would you just try to access like Teams or email or?\nSpeaker 2: Yes, correct.\nSpeaker 4: Looks like we're in.\nSpeaker 2: OK, that's great.  And you can also try with your email to double check if you're able to access it now.  Okay, since you're all set now, #####, after we registered your Intune, I will now go ahead and close the ticket here.  Target is resolved, and upon resolution of this ticket, you may receive the survey via email, so any feedback would be highly appreciated.  Thank you for calling Service Desk, and have a great day ahead.  Bye for now.  Take care.  Thanks, you too.  Take care.  You're welcome.\n</call_transcript>\n<summary>\nThe employee contacted the IT helpdesk to resolve an issue with registering their new laptop to Intune. Despite following the setup steps, the system prompted them for a password instead of using the passwordless authentication via the Authenticator app. The helpdesk agent confirmed the issue and initiated a remote session to troubleshoot. \n\nDuring the session, the agent guided the employee through enabling necessary permissions on their Mac, including accessibility and screen recording settings. They then walked the employee through the Intune registration process, ensuring the correct email credentials were used. After some troubleshooting and adjustments, the issue was resolved, and the employee successfully registered their device and gained access to company applications like Teams and email. \n\nThe agent confirmed the resolution, closed the ticket, and informed the employee about a feedback survey. The call concluded with both parties expressing gratitude.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the issue with Intune registration and the steps taken to resolve it. It maintains relevance by sticking to the main topic without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the key actions and resolutions discussed in the transcript. However, it omits some minor details, such as the initial troubleshooting steps and the specific instructions given by the agent, which could provide a more complete picture. Overall, the summary provides a fair description of the main problem and resolution.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with registering their laptop to Intune and the helpdesk agent's resolution. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly represents the events and details of the call transcript, including the troubleshooting steps and the eventual resolution. It also covers the main problems and resolutions, ensuring completeness. The summary does not contain any false or misleading information and provides a fair description of the call's content.\n\nGiven these strengths, the summary scores highly across all criteria.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the initial problem (Intune registration issues with passwordless authentication)\n2. Accurately describes the troubleshooting process, including the remote session setup and Mac permissions\n3. Documents the resolution (successful registration and access to applications)\n4. Mentions the call conclusion with ticket closure and survey information\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical structure: problem \u2192 troubleshooting \u2192 resolution \u2192 conclusion. The information is accurate and matches the transcript without any misrepresentations.\n\nMinor improvement could be made by mentioning the specific command-line solution that helped resolve the issue, but this technical detail isn't crucial for a general summary.\n\nThe summary achieves an excellent balance between brevity and completeness while maintaining coherence and accuracy.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "9e85e909-4b3f-4a13-b6be-54802cac133d",
    "train_trial_index": 0,
    "predicted_text": "The call involved a contractor contacting the IT helpdesk to check the status of an open ticket regarding a computer issue. The contractor provided their employee ID, email, and callback number for verification. They explained that the issue had been escalated to the local office, and they wanted to know if there were any updates.\n\nThe helpdesk agent confirmed that the ticket was assigned to the support team and attempted to contact them for an update. After a brief hold, the agent informed the contractor that they were unable to reach the support team directly. However, the agent assured the contractor that they would expedite the ticket and notify the assigned support team member to reach out via Microsoft Teams. The contractor confirmed they had access to Teams on their phone.\n\nThe call concluded with the agent confirming the next steps and wishing the contractor a good day.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as... For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to.\nSpeaker 4: Can I have your first name and number, please?\nSpeaker 5: I am a contractor, so I have my employee ID number.\nSpeaker 4: All right.  And can you provide me your employee ID number?\nSpeaker 5: # is for #####, ########.\nSpeaker 4: All right, thank you.  And how about your Accenture email?\nSpeaker 5: #####, ########### dot #######, #############, at #############.\nSpeaker 4: And how can I assist you?  And how about your call back number, #####?  ############.  Thank you.  And how can I assist you today?\nSpeaker 5: I had a ticket open, and I just wanted to see was there any changes to the X.\nSpeaker 4: And may know what kind of ticket is this one?  What kind of issue?\nSpeaker 5: So it was, I had a problem with my computer.  It was supposed to get transferred to the local office.  And I just wanted to see if there were any changes.\nSpeaker 4: Okay, I see.  I do completely understand this, #####.  And ####, I can definitely assist you.  And upon checking in here, it is already assigned to the support team and EOD.  actually put some updates in here.  And also, would it be all right if we can please first just call on hold for about two minutes?  Let me try to reach out to the support team.\nSpeaker 5: All right.  Thank you.\nSpeaker 4: Thank you.  And I'll just get back to you.\nSpeaker 5: Okay.\nSpeaker 4: Thank you for patiently waiting in the line, #####.  Unfortunately, I got the wrong number in here.  So what I can just really do in here, #####, is to have your ticket expedited by the support team.  And also, do you have an access on your Teams, at least on your phone?\nSpeaker 5: Yes.  OK.\nSpeaker 4: So I will inform the assigned user to reach out to you through Teams.\nSpeaker 5: OK.  Thank you.\nSpeaker 4: You're welcome.  And I guess that's all for today, #####.  And have a great day ahead.  Bye for now.\nSpeaker 5: Bye.  Thank you.\n</call_transcript>\n<summary>\nThe call involved a contractor contacting the IT helpdesk to check the status of an open ticket regarding a computer issue. The contractor provided their employee ID, email, and callback number for verification. They explained that the issue had been escalated to the local office, and they wanted to know if there were any updates.\n\nThe helpdesk agent confirmed that the ticket was assigned to the support team and attempted to contact them for an update. After a brief hold, the agent informed the contractor that they were unable to reach the support team directly. However, the agent assured the contractor that they would expedite the ticket and notify the assigned support team member to reach out via Microsoft Teams. The contractor confirmed they had access to Teams on their phone.\n\nThe call concluded with the agent confirming the next steps and wishing the contractor a good day.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the contractor's issue, the verification process, and the steps taken by the helpdesk agent. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the key interactions and outcomes from the transcript. However, the summary could be slightly more complete by mentioning the initial high call volume and the phishing issue, which provides context for the delay. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the contractor's inquiry about their open ticket and the helpdesk agent's actions to assist them. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence.\n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the contractor's issue, the agent's actions, and the resolution offered. The summary also provides a complete overview of the main problem (the contractor's inquiry about their ticket status) and the resolution (the agent expediting the ticket and arranging for the support team to contact the contractor via Microsoft Teams).\n\nOverall, the summary meets all the criteria effectively, providing a clear, concise, and accurate overview of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Accurately identifies the caller as a contractor seeking updates on an existing ticket\n2. Correctly describes the verification process (ID, email, callback)\n3. Accurately represents the agent's actions (checking status, attempting to contact support)\n4. Properly captures the resolution (expediting ticket, arranging Teams communication)\n5. Maintains logical flow and clear structure\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while including all crucial information. It's coherent, with a clear progression from issue identification to resolution. The information is accurate, with no misrepresentations of the conversation.\n\nMinor improvement could be made by mentioning it was a computer-related issue earlier in the summary for better context setting.\n\nThe summary meets all evaluation criteria at a high level, with only minimal room for improvement.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "The call involved an employee seeking IT helpdesk support for an issue with Adobe Acrobat. The employee had downloaded the application from the company\u2019s software catalog but encountered an error stating their device was \"non-compliant,\" despite the device showing as compliant elsewhere. The IT agent confirmed the issue and initiated a remote session to investigate further. After verifying the error message on the employee\u2019s screen, the agent placed the employee on hold briefly to check additional information. Upon returning, the agent assured the employee that the issue could be resolved and proposed continuing the troubleshooting via the remote session while ending the call. The employee agreed, and the call concluded with the agent promising to communicate further updates through the remote session chat.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conference, for Technology and Business Application Support, press 1.\nSpeaker 2: For Mobile, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a Gone Phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 4: Thank you for calling CIO Service Desk.  My name is #########.  Can I have your personal number, please?\nSpeaker 5: Yep.  ##########.\nSpeaker 4: That's ##########?  Yep.  Thank you.  How about your enterprise ID?\nSpeaker 5: ###############.  So, ###########.  ### ########, ###############.\nSpeaker 4: And then can I have as well your best callback number?  ############.  That's ############.\nSpeaker 5: Yes, yeah.\nSpeaker 4: Yeah, thank you very much.  And how can I help you today?\nSpeaker 5: So today I got access to the Adobe Acrobat from the software catalog, but when I try and sign in, the application downloaded on my computer, but then I get an error message saying that my device isn't compliant.  It says remediate unsecure and non-compliant device error in the browser, but I'm not in the browser.  I'm in Acrobat, so I don't know how to fix it.\nSpeaker 4: Oh, yeah.  So for this one, Yeah, for this one, I just wanted to confirm.  Basically, you were getting that error when you're trying to sign in to the Adobe Acrobat.  Is that right?\nSpeaker 5: Correct, yeah.\nSpeaker 4: Oh, yeah.  For this one, ######, first of all, I really do apologize for the inconvenience this has caused to you.  No problem.  I'll be more than happy to help you out and fix this problem.  Okay?\nSpeaker 5: Okay.\nSpeaker 4: Okay.  Yeah, for now ######, I will actually need to check the exact error that you're experiencing with.  So may I ask if you are available for a remote session?\nSpeaker 5: Yep.  Yep, I am.\nSpeaker 4: Okay.  So first, can you please open your browser and then go to 123rescue.com.  I'm there.  And yeah, and you will be asked to enter a six digit code.  So for that code, I'm currently generating it.  Okay.  Oh yeah, here's the code.  That would be 905908.\nSpeaker 5: Okay, I've opened it.\nSpeaker 4: Yep.  And just wanted to ask, are you using an Accenture or an AFS laptop or not?\nSpeaker 5: Yeah, I'm using an Accenture laptop.\nSpeaker 4: Okay.  So I'll try to connect on your machine now.  One moment.  Yeah, please bear with me while I'm waiting for my system to respond.\nSpeaker 5: No worries.\nSpeaker 4: Oh, yeah.  So, I can actually see your screen now.  So, can you let me see the exact error message?\nSpeaker 5: Yeah.  So, can you \u2013 I have a second monitor connected.  Can you see the second monitor or just the one screen?  So, I can drag it over onto the \u2013.  Oh, yeah.\nSpeaker 4: Can I ...Yeah, I can actually see both of the...Okay.  Mm-hmm.  Both of the screens.  Okay.\nSpeaker 5: Well, then, the error message is up on the second screen there.  The part I'm confused about is when I go to my device, it says I'm compliant, but then it has, like, I have the page open here.  It says I'm compliant, and then it just has these question marks next to the Adobe stuff.\nSpeaker 4: So for this one, ######, let me just check some information with this.  So ######, can I just place you on hold for just a minute or two?\nSpeaker 5: Yep, no problem.\nSpeaker 4: Thank you and stay in the line.  Hello, ######.  Thank you very much for patiently waiting on the line.  No problem.  Oh, yeah.  So regarding with this issue, ######, I can actually fix this problem for you.  And yeah, since we are already connected through the remote session, would it be fine with you if we can just end this call, then we can just continue through the remote session?  And if I have any message for you, I'll just send it here on this chat box.  OK?  OK.  Great.  Yeah, thanks.  You're welcome.  And goodbye for now.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT helpdesk support for an issue with Adobe Acrobat. The employee had downloaded the application from the company\u2019s software catalog but encountered an error stating their device was \"non-compliant,\" despite the device showing as compliant elsewhere. The IT agent confirmed the issue and initiated a remote session to investigate further. After verifying the error message on the employee\u2019s screen, the agent placed the employee on hold briefly to check additional information. Upon returning, the agent assured the employee that the issue could be resolved and proposed continuing the troubleshooting via the remote session while ending the call. The employee agreed, and the call concluded with the agent promising to communicate further updates through the remote session chat.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the employee's issue with Adobe Acrobat and the steps taken by the IT agent. It maintains relevance by sticking to the main topic without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the key interactions and actions taken during the call. However, it omits some minor details, such as the initial high call volume announcement and the specific error code provided for the remote session. Despite these omissions, the summary provides a fair description of the main problem and the resolution process.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with Adobe Acrobat and the IT agent's attempts to resolve it. The summary has a clear structure, starting with the employee's problem, followed by the agent's investigation, and ending with the proposed resolution, making it coherent and easy to follow. The information presented is accurate, matching the details provided in the call transcript. The summary also provides a fair description of the main problem and the proposed resolution, making it complete. However, some minor details, such as the initial automated messages and the employee's personnel number, are omitted, but these are not crucial to understanding the main issue and resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (Adobe Acrobat compliance error)\n2. Includes relevant context (software downloaded from catalog)\n3. Accurately describes the troubleshooting steps (remote session initiation)\n4. Maintains logical flow from problem identification to proposed resolution\n5. Captures the call's conclusion accurately\n\nThe summary is concise while including all essential information. It's coherent and well-structured, moving logically from problem to resolution. The information is accurate and matches the transcript without any misrepresentations. However, it could have mentioned that this was an Accenture laptop, which might be relevant context for the compliance issue. Additionally, the specific remote session details (123rescue.com and code) were omitted, but these aren't crucial to understanding the call's essence. Overall, the summary achieves its purpose effectively with only minor omissions.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c7a85ab8-cf86-4174-adef-089d7c5895b6",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to close four unresolved support cases visible on their support page. The employee provided their personnel number, email, and callback number to the helpdesk agent for verification. The agent apologized for the inconvenience and requested the incident numbers but later suggested the employee send a screenshot of the cases via Microsoft Teams for clarity. \n\nTo resolve the issue, the agent initiated a remote session by sending a link to the employee, guiding them through the download and connection process. Once connected, the agent confirmed that the four tickets were from 2021 and 2022 and were no longer relevant. The employee expressed a desire to have them removed, regardless of their status. The agent assured the employee of their assistance and proposed continuing the resolution via the remote session's chat feature. The call concluded with the agent and employee agreeing to proceed with the remote session to finalize the issue.",
    "base64_images": [],
    "stats": {
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For MyLearning Support, press 3.  For AEH applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 4: Hi, this is #### from CAO.  Can you please provide your personnel number?\nSpeaker 5: Hi, the number is ##########.\nSpeaker 4: Okay, thank you so much for that.  Let me just check your account first here on land, okay?  Sure.  Okay, how about your EID or Accenture email?\nSpeaker 5: #### at ##########\nSpeaker 4: Okay, it's ####.\nSpeaker 5: #### dot ##########\nSpeaker 4: Okay.  Your callback number as well?  It's ############.  Okay, thank you so much for those information on ####.  So how can I help you today?  I have four open cases.  on my support page, and I don't understand why they are there.  I just want to close them.  Okay, so there is an open case on your...\nSpeaker 5: Go ahead, sorry.  Yeah, there's four open cases from #### and ####.  I don't know why they're there.  I just want to close them.\nSpeaker 4: I mean, is that on your support.accenture.com page?  Yes.  OK.  Yeah.  For this one, ####, I'm very sorry.\nSpeaker 5: I have the written number if you want.\nSpeaker 4: Yeah.  But for this one, first, ####, I am very sorry for the inconvenience.  But since you got on the line, I'll try my best to help you with this one, OK?  So, yeah.  Can you provide me the incident numbers?\nSpeaker 5: Yes.  So it's... For... Yes.  Should I go or not?\nSpeaker 4: I mean, you can just screenshot the support.acendure.com and send it to me and Microsoft Teams, okay?  Yeah, sure.  Much better.  Thank you.  Okay.  Wait a sec.  Let me just check this one for you, okay?  Can you put this call on hold for two minutes while I check on this one?\nSpeaker 5: For sure.\nSpeaker 4: Thank you.  Okay.  Okay.  Thank you.  Hi, thank you for patiently waiting.  I'm ####.\nSpeaker 5: Yeah.\nSpeaker 4: Yeah, for this one, ####, to further check this issue, I already sent a link as well so that we can do our remote session.  Is that OK for you if we do the remote session for this one?  Sure.  OK.  That works.  Yeah, just click the link, and then it will automatically download.  So once downloaded, just open the file, OK?\nSpeaker 5: Okay, sure.\nSpeaker 4: Okay.  Okay, I'll be waiting for a connection here.  Okay, no worries on that one.  Mm-hmm.  Did you already downloaded the file?\nSpeaker 5: Yeah, I'm doing it right now.  Okay.\nSpeaker 4: Okay, I do have now our connection here.  Let me just connect to you, okay?  Can you click?  okay?  Okay, can I check now?  Let me just check.  So you want to remove these tickets, right?\nSpeaker 5: Yes.\nSpeaker 4: Okay, so for this one, let me just confirm again, ####.  These four tickets are all resolved, right?  Yeah, all of these can go.  I mean, these are all from 2021, 2022, some requirements form, apparently, that I opened up.\nSpeaker 5: I have no idea.  Yeah, they can all go.  I mean, I don't know why they haven't been closed.  Or if they should have been closed, I also don't care.  I just want them to go away.  Mm-hmm.\nSpeaker 4: Okay.  Yeah, so for this one, ####, let me just check this one again here on my end.  And while checking this one, can we also continue this one on the remote session?  There is a chat box on the remote session as well.  Rest assured, I'll be helping you with this issue, okay?  All right, thanks.  Okay, so we'll hang up the call now, and let's just continue on the remote session.\nSpeaker 5: Okay.\nSpeaker 4: I'll be hanging up the call now, and let's continue now on the remote session, okay?\nSpeaker 5: Okay, sure.\nSpeaker 4: Okay, thank you.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to close four unresolved support cases visible on their support page. The employee provided their personnel number, email, and callback number to the helpdesk agent for verification. The agent apologized for the inconvenience and requested the incident numbers but later suggested the employee send a screenshot of the cases via Microsoft Teams for clarity. \n\nTo resolve the issue, the agent initiated a remote session by sending a link to the employee, guiding them through the download and connection process. Once connected, the agent confirmed that the four tickets were from 2021 and 2022 and were no longer relevant. The employee expressed a desire to have them removed, regardless of their status. The agent assured the employee of their assistance and proposed continuing the resolution via the remote session's chat feature. The call concluded with the agent and employee agreeing to proceed with the remote session to finalize the issue.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's request to close unresolved support cases and the steps taken by the helpdesk agent. It maintains relevance by focusing on the key interactions and actions taken to resolve the issue. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without introducing any false or misleading information. However, the summary could be slightly more complete by mentioning the initial high call volume and performance issues with \"my key\" mentioned at the beginning of the transcript, which provides context for the call environment. Overall, the summary is well-done but could include this additional context for completeness.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with unresolved support cases and the helpdesk agent's efforts to resolve the issue. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary accurately reflects the information presented in the call transcript, with no apparent false or misleading information. The summary also provides a fair description of the main problem and resolution, meeting the completeness criterion.\n\nHowever, some minor details, such as the initial automated messages and the mention of performance issues with \"my key,\" are omitted. Nevertheless, these details are not crucial to understanding the main issue and resolution, and their exclusion does not detract from the overall quality of the summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Clearly states the main issue (four unresolved support cases)\n2. Includes the verification process (personnel number, email, callback)\n3. Documents the solution approach (remote session initiation)\n4. Captures the chronological flow of the conversation\n5. Accurately represents the resolution path chosen\n\nThe summary is concise while maintaining essential details and context. It's coherent, with a logical flow from problem identification to resolution steps. The information is accurate, matching the transcript without misrepresentation. Regarding completeness, it covers all major aspects of the interaction, including the employee's frustration with old tickets and the agent's proposed solution.\n\nMinor improvement could be made by mentioning the initial automated message about system issues with \"my key\" and \"gone phishing page,\" though this wasn't directly relevant to the caller's specific issue.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "d4f3fadb-f28e-4928-87e4-4792793e272d",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with their Accenture laptop. The employee explained that they had not used the laptop for a while and, upon logging in, encountered errors when trying to access Outlook and Teams. The error message indicated a compliance issue, prompting the employee to seek assistance.\n\nThe IT support agent identified that the laptop was flagged as non-compliant under conditional access due to inactivity. The agent escalated the issue to Level 2 technical support for resolution. During the call, the employee was placed on hold multiple times while the agent awaited updates from Level 2 support.\n\nAfter some time, the Level 2 team resolved the compliance issue by removing the employee's account from the non-compliance list. The employee successfully logged in and confirmed that the issue was resolved. The IT agent closed the ticket, informed the employee about a feedback survey, and ended the call. The issue was resolved during the call, and no further action was required.",
    "base64_images": [],
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.  For video conference, for technology and business application support, press 1.\nSpeaker 2: For mobile communication support, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  All agents are currently assisting other callers.\nSpeaker 3: Hi, this is ####.  Can I have your employee number?  Hello.  Sorry, I'm not able to hear you in Spanish.  Please be sure that your mic is turned on.  I'm not able to hear you in Spanish.  Please be sure that your mic is turned on.  I'm not able to.  Sorry.\nSpeaker 4: My employee number is ########.\nSpeaker 3: And also please confirm your phone number.  ##########.  And also, your enterprise ID.\nSpeaker 4: #####################.  Sorry, at #############.\nSpeaker 3: Thank you.  So for this one, ####, how can I help you today?\nSpeaker 4: So I have an Accenture laptop, but I do have a client laptop, but I didn't log into the Accenture laptop for a while.  I was getting some emails, and today I logged in.  I was able to successfully log in.  But I could not able to open any Outlook or anything.  It gives an error.  And the error code says #####.  And I've been asked to reach out to the administrator.  So that's the reason I'm calling you.\nSpeaker 3: OK.  I understand.  I apologize for this inconvenience.  But since you've been at my best, I'll provide you one second.  Can you please be slow?\nSpeaker 4: Can you speak slow?\nSpeaker 3: Okay, just to make sure I heard it correctly, you're not able to log in to your Teams and Outlook on your laptop, right now on your Accenture laptop, and you received errors, am I correct?\nSpeaker 4: Right.\nSpeaker 3: Error code #####.  Okay.  Okay, regarding this umbrella, as per checking here, my end, your account, was tagged as not compliant or your laptop was tagged as not compliant under conditional access.  So regarding this one, there is a compliance issue with your laptop right now because you are not using it for a long time, okay?  So regarding this one, we need the help of the Levels Protect Support to remediate your laptop and then remove the compliance issue.  Okay, and regarding this one, while waiting or while checking for the billable technician, can I put the call on hold for about two to three minutes?  Yes.  Thank you.  Please stay on the line.  Okay.  Thank you for patiently waiting on the line, ####.  Okay, regarding this one, ####, I'm still waiting for the advice from the level 2 tech.  I will be putting the call on hold again for about two to three minutes.  Okay.  Thank you for patiently waiting on the line, ####.  Okay, ####, I do apologize, but no update yet from Level 2 tech.  I will be putting the call on hold again for about two to three minutes while waiting.\nSpeaker 4: Okay.\nSpeaker 3: Thank you.  Please stay on the line.  Okay, thank you for patiently waiting on the line, ####.  Okay, regarding this one, ####, our Level 2 tech removed you already from the list of the conditional access compliance issue.  Please try to log in right now.\nSpeaker 4: Okay, let me try.  Yes, I think they have resolved it, I think.\nSpeaker 3: Okay, regarding this one, ####, since no further action, since you are able to log in right now, I will now close your ticket and tag us as resolved, and you will receive a survey by email, and your feedback is highly appreciated.  Thank you, and bye for now.\nSpeaker 4: Yeah, thank you.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with their Accenture laptop. The employee explained that they had not used the laptop for a while and, upon logging in, encountered errors when trying to access Outlook and Teams. The error message indicated a compliance issue, prompting the employee to seek assistance.\n\nThe IT support agent identified that the laptop was flagged as non-compliant under conditional access due to inactivity. The agent escalated the issue to Level 2 technical support for resolution. During the call, the employee was placed on hold multiple times while the agent awaited updates from Level 2 support.\n\nAfter some time, the Level 2 team resolved the compliance issue by removing the employee's account from the non-compliance list. The employee successfully logged in and confirmed that the issue was resolved. The IT agent closed the ticket, informed the employee about a feedback survey, and ended the call. The issue was resolved during the call, and no further action was required.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the Accenture laptop, the compliance error, and the resolution process. It maintains relevance by focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events from the problem to the resolution. The information is accurate, reflecting the details from the transcript correctly. However, the summary could be slightly more complete by mentioning the specific error code and the repeated holds more explicitly. Overall, it provides a fair description of the main concerns and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their Accenture laptop and the resolution process. The summary has a clear structure, starting with the employee's problem, followed by the IT support agent's actions, and ending with the resolution, making it coherent and easy to follow.\n\nThe summary is accurate, as it correctly states the error message, the reason for the issue (laptop flagged as non-compliant due to inactivity), and the resolution (Level 2 team removing the employee's account from the non-compliance list). The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, some minor details, such as the employee's attempts to log in and the multiple holds during the call, could be considered somewhat extraneous, but they do provide context for the resolution process.\n\nOverall, the summary effectively conveys the essential information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It effectively condenses a lengthy call transcript into three clear paragraphs without unnecessary details.\n2. Relevance: All information included directly relates to the core issue and its resolution.\n3. Coherence: The summary follows a logical structure - problem description, support process, and resolution.\n4. Accuracy: The summary correctly represents the key events, including the compliance issue, Level 2 support involvement, and successful resolution.\n5. Completeness: It captures all essential elements:\n- Initial problem (laptop compliance issue)\n- Root cause (inactivity)\n- Resolution process (Level 2 support intervention)\n- Final outcome (successful resolution)\n- Follow-up (survey mention)\n\nThe only minor improvement could be mentioning the specific error code, but this detail isn't crucial for understanding the interaction. The summary maintains professional language and provides a clear narrative of the support interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "52ed132a-7fd8-4b44-9c67-8d321c63f4c6",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to set up a new computer. After navigating through automated prompts and waiting on hold, the employee connected with a service desk agent. The agent verified the employee's details, including their email and employee ID, which initially caused some issues due to incorrect information. Once verified, the agent guided the employee through the process of setting up remote support using a support connection code.\n\nThe agent remotely accessed the employee's computer to assist with the setup. During the process, the employee encountered issues with downloading and running the required software, which the agent helped troubleshoot. The agent instructed the employee to reboot the machine and guided them through signing in, approving an authenticator, and completing the setup. The call concluded with the agent continuing the setup remotely while the employee remained on standby. The agent assured the employee that the process would be completed shortly.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard... For Technology and Business Application Support, press 1.\nSpeaker 2: For mobile communication support, please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do...\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\nSpeaker 4: Thank you for calling Service Desk.  This is ######.\nSpeaker 5: Can you help your personal number or Accenture employee number, please?  It's ########### dot ############# at Accenture dot.  com.\nSpeaker 4: #######?\nSpeaker 5: Yes.\nSpeaker 4: Okay.  Can you spell again the first name?\nSpeaker 5: #-#-#-#-#-#.\nSpeaker 4: Right.  Thank you so much, #####.  And sorry about the issue you're encountering right now.\nSpeaker 5: Yes.\nSpeaker 4: I will try my best to assist you.  Okay.  Before anything else, Do you have any call back number?  ############.  Thank you very much.  Just one moment please while I check your account details here.  Okay.  Great.  It's not giving me the correct one.  So, #####, write # for #####, # for #####, # #####, and #####, and #####, # #####.\nSpeaker 5: Yes.\nSpeaker 4: #######, #, # for ###, #, #####, #, ########, #, ####, #, ######, #, #####, #, #####.\nSpeaker 5: #, #, #####, #, #####, # as in #######, # as in #####, # as in ###, # as in #####, # as in #####.\nSpeaker 4: Is this your Accenture email address?\nSpeaker 5: Yes.\nSpeaker 4: It's not coming up.  It's not correct here.  It's not giving me the right one.  Do you have a personal number, Accenture employee number?\nSpeaker 5: No, I don't.  Other than that, it's an employee ID number.\nSpeaker 4: Hello, can you spell again?  It's not correct.  Do you have an employee number?\nSpeaker 5: The employee number is # as in #####. ###\nSpeaker 4: #### Just a moment, please.\nSpeaker 5: Okay.\nSpeaker 4: All right, thank you so much.  How can I help you today?  I need help.\nSpeaker 5: I got a new computer today and I need help setting it up.\nSpeaker 4: Okay, are you logged in now to the admin?\nSpeaker 5: Yes.\nSpeaker 4: Okay, open a new browser.  Go to 123rescue.gov.  It says support connection.  Yes.  Support connection.  I'll give you the code.  Just give me one second to generate.\nSpeaker 5: Okay.\nSpeaker 4: All right, code is 476-299.\nSpeaker 5: All right, and it says download and run.\nSpeaker 4: Yes, download.\nSpeaker 5: Yeah.  And it says support, log me in, rescue, open file.\nSpeaker 4: Yes, correct.\nSpeaker 5: Okay.  All right, it says to #### that a support representative will help you shortly.\nSpeaker 4: You can see your laptop now, okay?  I'll continue over here on the remote, okay?  Is that okay?  We'll just wrap up the call and I'll continue setting up your machine.\nSpeaker 5: Yes.\nSpeaker 4: Okay, sure.  Okay, I'll just set up here.  This is just a quick one moment, please.  Okay.  Let's stay in the line.\nSpeaker 5: Okay.\nSpeaker 4: Did you try this already?\nSpeaker 5: Yes, it was still downloading.  On this part.\nSpeaker 4: Did you already run this already?  Yes, it was just downloading.  Downloading.\nSpeaker 5: It was just downloading.  Yeah.\nSpeaker 4: What do you mean downloading?\nSpeaker 5: Um, it had a blue bar across the screen like this.  Running for several takes.\nSpeaker 4: How many hours running like this?\nSpeaker 5: Um, it was like this for like 10 minutes.\nSpeaker 4: Did the screen sign in pop up?\nSpeaker 5: No.\nSpeaker 4: Can you close this one?  Can you press this, please, and reboot the machine?  Okay, just one moment.  It's loading up.  Okay, let's continue here.  I'll wait for this to finish.\nSpeaker 5: Okay.\nSpeaker 4: All right.  Thank you so much.  Right there on the remote.  Are you still there?  Can you click here at the back here, this browser?  You need to click this browser first.  The browser, just sign in.  Browser.  Browser.  The browser here, this edge.  Okay, next, sign in.  Do you know your password?\nSpeaker 5: I was trying it, but it wasn't working.\nSpeaker 4: You have no password.  Just one moment.  Approve the authenticator.  Okay, just wait for this to finish up.  All right, let's continue waiting.\nSpeaker 5: Okay.\nSpeaker 4: This is just a moment of peace, okay?  See you on the remote connection.  Okay, bye for now.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to set up a new computer. After navigating through automated prompts and waiting on hold, the employee connected with a service desk agent. The agent verified the employee's details, including their email and employee ID, which initially caused some issues due to incorrect information. Once verified, the agent guided the employee through the process of setting up remote support using a support connection code.\n\nThe agent remotely accessed the employee's computer to assist with the setup. During the process, the employee encountered issues with downloading and running the required software, which the agent helped troubleshoot. The agent instructed the employee to reboot the machine and guided them through signing in, approving an authenticator, and completing the setup. The call concluded with the agent continuing the setup remotely while the employee remained on standby. The agent assured the employee that the process would be completed shortly.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's need for assistance with setting up a new computer, the verification process, and the troubleshooting steps taken by the agent. The information presented is relevant to the main topic and follows a clear structure, making it easy to understand and follow. The summary is factually accurate and does not contain any misleading information. However, it omits some details, such as the initial high call volume message and the specific issues with the employee's email and employee ID verification. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript, but it could be slightly more complete.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with setting up their new computer and the agent's assistance. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence.\n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the initial issues with verifying the employee's details, the use of a support connection code, and the troubleshooting of software download and installation issues.\n\nThe summary also provides a fair description of the main problems and resolutions, covering the employee's initial issue, the agent's assistance, and the steps taken to resolve the problem, thus demonstrating completeness.\n\nOverall, the summary effectively captures the essence of the call transcript, providing a clear, concise, and accurate overview of the interaction.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the initial context (new computer setup)\n2. Includes the verification process and initial difficulties\n3. Details the remote support connection process\n4. Mentions the downloading issues and troubleshooting steps\n5. Concludes with the resolution approach\n\nThe summary is concise while maintaining essential details, and follows a logical flow from problem identification to resolution steps. It's coherent and well-structured, moving chronologically through the interaction.\n\nHowever, there are minor areas for improvement:\n- Could have mentioned the initial automated message about MyKey performance issues\n- Could have been more specific about the authentication problems encountered\n- The resolution isn't completely clear as the call ended with ongoing work\n\nDespite these small gaps, the summary provides an accurate and balanced representation of the interaction, capturing both the technical process and the back-and-forth between agent and caller.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "98b4535d-a0be-46ea-ae8f-66615b720017",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk because they were unable to access their Microsoft accounts, including Teams and Outlook, after completing training and preparing to start a new project. The IT agent investigated and found that the employee's account was marked as \"disabled\" and categorized as a \"former employee.\" Since the issue could not be resolved by the IT team, the agent advised the employee to contact their HR or manager to reactivate the account. \n\nThe employee expressed concern about not being able to access Outlook to retrieve contact information for HR or their manager. The IT agent checked for available HR contact details and provided the employee with two HR helpdesk phone numbers. The agent clarified that these were general HR helpdesk numbers, not personal contacts, and that the HR team would assist further. The employee thanked the agent for their help, and the call concluded.",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 169.0,
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For technology and business applications...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.  To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password.\nSpeaker 4: Thank you for calling CIO.  You're speaking with #######.  Can I have your Accenture email address or your employee ID?\nSpeaker 5: ########################################.\nSpeaker 4: It's #############?\nSpeaker 5: Yep.\nSpeaker 4: Okay, #####, please tell me.  How can I help you?\nSpeaker 5: I was calling because my account has, I'm not able to log in any of my Microsoft accounts, like either Teams or use my Outlook or anything like that.  And every time I put in my account, it's saying that it's not able to work anymore.  And I just finished my training in ##  ####### on Friday and I start my project on Monday.  So obviously I would love to have access to that and need to figure that out before tomorrow when all my meetings start.\nSpeaker 4: Okay, okay, #####, I understand your problem.  I really apologize for the inconvenience.  So just allow me one minute.  Let me check your account details once, okay?\nSpeaker 5: Okay.\nSpeaker 4: Okay, all right, #####, I can see your account is currently not active.  It is showing as a former employee.  So could you please tell me when was the last time you were able to access your Accenture account?\nSpeaker 5: Yeah, yesterday, I was able to use it.  I set up meetings with all of my manager, as well as some other people on my team.  I got put on.  So I was able to talk to everybody yesterday.  Or I mean, I guess Friday.  Take that back.  That was Friday.  So on Friday, I was able to message and talk to everybody.\nSpeaker 4: Yes, I can see that your account is currently showing as a former employee.  That means it is disabled.  Your account is currently disabled.  So to enable your account, you are a full-time or you're a contractor?\nSpeaker 5: What was that?\nSpeaker 4: You are a full-time employee or you are a contractor employee?\nSpeaker 5: Full-time.  Yeah, I just got put on my first project.\nSpeaker 4: Okay, so you're a full-time employee.  So you can just check with your HR or your manager, okay?  Only they will enable your account.  We couldn't enable your account from our end.\nSpeaker 5: Okay, that's good.  I just am not able to access the Outlook or Teams though, so I'm not able to message.  I don't know how I'm going to be able to message them.\nSpeaker 4: Yes, I understand.  So you don't have a contact of any of your HR or your manager.  phone number you don't have?\nSpeaker 5: I don't believe I have their phone numbers, no.  I can check.  I just don't know if I'm going to be able to access the Outlook to figure out the information.\nSpeaker 4: Yeah, you couldn't log in and for our and I could we couldn't say any detail.  I can let me check if there's anything available for you.  and Okay, so please allow me one minute.  Let me check if there are any contact details for HR team, so they, okay, so I will share with you.\nSpeaker 5: And is there anyone I'd be able to speak with today about getting this figured out, just so I don't have to try to figure it out in the morning tomorrow, or is this, I'm gonna have to figure this out in the morning tomorrow, you think?\nSpeaker 4: Really, I really apologize, but only your HR will enable your account from there, and no one else can do, from their end.\nSpeaker 5: OK.  Do you have a phone number available for my HR representatives?\nSpeaker 4: Maybe you have something like that?  Let me check.  Is there any phone number available?  OK, please note down the HR help desk team phone number.  Are you?\nSpeaker 5: I hear you.  Just give me one second.  Are you able to give me a phone number?\nSpeaker 4: Yes.\nSpeaker 5: Okay, perfect, awesome.  I'm ready when you are.\nSpeaker 4: Okay, it's #################.\nSpeaker 5: #################################.\nSpeaker 4: There's one more phone number, please note down that also.\nSpeaker 5: Yes, please.  #######.\nSpeaker 4: #####################################################################################.  Yes.\nSpeaker 5: Okay.  Is that, do you know if this is my HR's personal phone number?\nSpeaker 4: No, no, this is not HR's personal phone number.  This is your HR's help desk phone number.  When you call on this and you will tell your identity, they will provide you all the details.  This is the HR help desk phone number.  Because from our end, we couldn't proceed any personal information related to any employee.  So we couldn't proceed any personal information to you.  But I will provide you the contact details of the team who can help you with this, okay?  OK.\nSpeaker 5: Thank you so much.  I really appreciate it.\nSpeaker 4: OK.  All right, #####.  Thank you.  Have a great day.  Bye-bye.\nSpeaker 5: Thank you, too.  Bye-bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk because they were unable to access their Microsoft accounts, including Teams and Outlook, after completing training and preparing to start a new project. The IT agent investigated and found that the employee's account was marked as \"disabled\" and categorized as a \"former employee.\" Since the issue could not be resolved by the IT team, the agent advised the employee to contact their HR or manager to reactivate the account. \n\nThe employee expressed concern about not being able to access Outlook to retrieve contact information for HR or their manager. The IT agent checked for available HR contact details and provided the employee with two HR helpdesk phone numbers. The agent clarified that these were general HR helpdesk numbers, not personal contacts, and that the HR team would assist further. The employee thanked the agent for their help, and the call concluded.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with accessing Microsoft accounts, the IT agent's investigation, and the resolution steps provided. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the details of the call without any false or misleading information. The summary is also complete, covering the main problems (account disabled, unable to access contact information) and the resolutions (contact HR, provided HR helpdesk numbers). Overall, the summary meets all the evaluation criteria effectively.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing their Microsoft accounts and the IT agent's efforts to resolve the problem. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the employee's problem, the IT agent's investigation, and the resolution offered. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nThe only potential improvement could be adding more specific details about the employee's concerns, such as their upcoming project and meetings. However, the summary still effectively conveys the employee's urgency and the IT agent's helpful response.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple areas:\n1. Conciseness: It efficiently captures the key points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: All information included directly relates to the core issue and its resolution process.\n3. Coherence: The summary follows a logical flow from problem identification to resolution steps, making it easy to follow.\n4. Accuracy: The details match the transcript precisely, including the account status, reason for contact, and resolution path.\n5. Completeness: It captures all crucial elements - the initial problem (access issues), the cause (account marked as former employee), the solution path (contacting HR), and the final resolution (provision of HR helpdesk numbers).\n\nThe summary effectively balances detail and brevity while maintaining accuracy and readability. It includes the important context about the employee's situation (completing training and preparing to start a new project) and captures the challenge of not being able to contact HR due to lack of access to Outlook.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c71ebbcc-07e6-4c4c-bc9c-a004d9247857",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee (Speaker 4) contacting the IT helpdesk (Speaker 3) to resolve an issue with their Multi-Factor Authentication (MFA) setup and inability to log into their Accenture email account. The employee explained that they had been following up for two days, but the issue remained unresolved, preventing them from completing mandatory training due the next day. They mentioned that previous tickets had been raised, but no one had contacted them.\n\nThe helpdesk agent confirmed that the ticket was already assigned to the local office and offered to expedite it to prioritize the resolution. However, the agent clarified that they could not directly connect the employee to someone from the local office or guarantee immediate resolution. The employee requested urgent follow-up and emphasized the need for a callback within the day. The agent assured them that the ticket would be expedited and advised the employee to keep their lines open for further communication. The call ended with the agent reiterating their commitment to expedite the issue.",
    "base64_images": [],
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      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business, to check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with myT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other calls.\nSpeaker 3: Thank you for calling.  This is #####.  Can I have your employer personnel number, please?\nSpeaker 4: Yeah, sure, definitely.  Give me a second, I'm doing it.  All right, thank you so much.  Yeah, the employer personal number is #########.\nSpeaker 3: All right.  To confirm, it's # for ##### ######.  No, no.\nSpeaker 4: ###. ###, not ###.\nSpeaker 3: #######.  All right.  It's # for ##### #######.  Is that correct?  Yes.  That's correct.  All right.  And can you also verify, please, your EID or Accenture email?  Sorry, can you repeat that?\nSpeaker 4: Hello?  All right, thank you so much, ########\nSpeaker 3: And lastly, can you provide me also your call back number?\nSpeaker 4: Yeah, ############.\nSpeaker 3: All right, thank you so much.  And let me just pull up your account for a moment.  And by the way, how can I help you today?\nSpeaker 4: Actually, I have been following up with your team for the past two days.  I am unable to add my mobile number to the email ID and I am also unable to log into the Accenture email ID.  I couldn't set up my MFA account actually.  So, due to that, I am unable to complete the training which is scheduled to complete by tomorrow.  So, I have someone from your team raise a ticket daily for ######### and no one has called me from there yet.  So, could you please ask them to follow up on that SMS for me?\nSpeaker 3: Sorry, you are calling regarding with an MFA issue and you are asking for an update for this one?\nSpeaker 4: I am MFA issue and I am unable to reset the password on my own and I can't log into the email ID as well.  Due to that, I couldn't complete the training on time.  So, right now I am unable to log into the email ID and also I couldn't set up my MFA account as well.  Last time I tried, but it was only a temporary password.  After that, it got expired.  And now it's the same case again.  I'm unable to log into the email ID and team.  OK.\nSpeaker 3: I apologize for the inconvenience, ##########.  And I'll do my very best to assist you with this one.  And just to inform you, you are already aware that your ticket was already assigned to your local office, right?  So in that case, you need to wait for your local office to reach out to you regarding with this one.  And the only thing that I can do here is to expedite your tickets so that you will be prioritized regarding with this.  Will that be okay to you?\nSpeaker 4: Yeah, that will be okay.  And apart from that, is there anything that you could do?  Like, can you get someone on the call right now?  Is that possible?  Because it's very urgent for me.  Something needs to be resolved by today.  That's the reason.\nSpeaker 3: Sorry, I cannot really hear you well.  Can you repeat that?\nSpeaker 4: No, what I'm asking is, other than that, is there any possibility to add someone in the call or to exclude it as soon as possible so that I can get a call back in the next one hour?  Is there a possibility?  Because I need it to be resolved as soon as possible.\nSpeaker 3: Regarding with that one, #########, we are the one who chooses the manager who is available for the verification, and that is the updated policy on the CIO help desk.  In that case, you really need to wait for your local support to reach out to you.  And yeah, I'll just expedite your ticket for this one.\nSpeaker 4: Could you please expedite and ask them to call me as soon as possible by today itself?  Can you please mention this comment to me?\nSpeaker 3: Yes, of course.  I'll do that.  And I'll expedite your ticket.  And please keep your lines open, okay?  Thank you so much for being here.  Bye-bye for now.  Have a good one.\n</call_transcript>\n<summary>\nThe call involved an employee (Speaker 4) contacting the IT helpdesk (Speaker 3) to resolve an issue with their Multi-Factor Authentication (MFA) setup and inability to log into their Accenture email account. The employee explained that they had been following up for two days, but the issue remained unresolved, preventing them from completing mandatory training due the next day. They mentioned that previous tickets had been raised, but no one had contacted them.\n\nThe helpdesk agent confirmed that the ticket was already assigned to the local office and offered to expedite it to prioritize the resolution. However, the agent clarified that they could not directly connect the employee to someone from the local office or guarantee immediate resolution. The employee requested urgent follow-up and emphasized the need for a callback within the day. The agent assured them that the ticket would be expedited and advised the employee to keep their lines open for further communication. The call ended with the agent reiterating their commitment to expedite the issue.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with MFA and email login, the urgency due to pending training, and the helpdesk agent's response. It maintains relevance by focusing on the primary concerns and actions taken. The structure is coherent, with a clear flow of ideas that make it easy to follow. The information is accurate, reflecting the key details from the transcript without introducing any false or misleading information. However, it could be slightly more complete by mentioning the initial high call volume and the agent's difficulty hearing the employee at times, which are minor but relevant details. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's MFA issue and inability to log into their email account. The summary has a clear structure, making it easy to understand and follow, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the employee's concerns and the helpdesk agent's actions. The summary also provides a fair description of the main problems and resolutions, making it complete. \n\nHowever, some minor details, such as the initial automated messages and the mention of performance issues with myT, are omitted. Despite this, the summary still effectively captures the essence of the call.\n\nGiven these strengths, the summary scores highly across the evaluation criteria.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (MFA and email login problems)\n2. Provides context about the urgency (training deadline)\n3. Accurately describes the history (2 days of follow-up)\n4. Correctly presents the helpdesk's response and limitations\n5. Maintains logical flow and coherent structure\n\nThe summary is concise while including all crucial details. It's highly relevant, focusing on the core problem and resolution attempts. The information is accurate, without any misrepresentations of the conversation. It effectively captures both the customer's urgency and the helpdesk's response limitations.\n\nMinor improvement could be mentioning the initial system announcement about myT performance issues, though this wasn't directly relevant to the caller's specific problem.\n\nThe summary achieves an excellent balance between brevity and completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "ad836c5c-6fbd-4494-bac5-85c85251a1a9",
    "train_trial_index": 0,
    "predicted_text": "The employee contacted the IT helpdesk to resolve an issue with logging into Microsoft Teams on their phone. The problem stemmed from the Microsoft Authenticator app, which was asking for a password despite the employee's account being passwordless. The IT representative identified that the Multi-Factor Authentication (MFA) setup was not configured properly.\n\nTo resolve the issue, the IT representative initiated a remote session to assist the employee. They guided the employee through removing their Accenture account from the Authenticator app, re-adding it, and setting up phone sign-in. The employee scanned a QR code, approved notifications, and entered a Temporary Access Pass to complete the setup.\n\nAfter reconfiguring the MFA, the employee successfully accessed Microsoft Teams on their phone. The IT representative confirmed that the issue was resolved and advised the employee to re-sign into Outlook as well. The call concluded with the IT representative closing the ticket and informing the employee about a follow-up survey. The employee expressed gratitude for the assistance, and the call ended on a positive note.",
    "base64_images": [],
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing... For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi.  It's ########.  All right, to confirm again, it's ########, correct?\nSpeaker 3: Yep, that's correct.\nSpeaker 2: All right.  Thank you so much.  And also verify your EID and your Accenture email.\nSpeaker 3: That's ##############################.\nSpeaker 2: All right.  Thank you so much, #######.  And let me just pull up your cell for a moment.  Mm-hmm.  And can you also provide me your phone number, #######?\nSpeaker 3: My what number?\nSpeaker 2: Your phone number.\nSpeaker 3: Oh, ############.\nSpeaker 2: All right, thank you so much.  And yeah, by the way, how can I help you today, #######?\nSpeaker 3: I'm having trouble logging in with Teams on my phone.  So every time I click on Teams and it goes through the Authenticator app, it's asking me to enter a password, but I don't have a password on Passwordless.  And it doesn't have another option where it says sign in other options.  All it has is forgot my password and sign in with another account.  So I can't get past the Authenticator app.\nSpeaker 2: Okay.  You mean that you aren't able to access or log into Teams on your phone and MFA is not working, correct?  It doesn't give you an option regarding with your MFA.\nSpeaker 3: Right.  When it goes through the Microsoft Authenticator app, it's asking me to enter my accent or password.  However, I don't have a password.  My account is passwordless.\nSpeaker 2: All right.  I apologize for the inconvenience, #######, and I'll do my very best to help you solve this one.  And, ##########, here on my end, it seems that your MFA is not properly set up.  That may cause the reason why you are unable to see the option to sign in using your MFA.  And, yeah.\nSpeaker 3: It was working this morning.\nSpeaker 2: It's working and now the issue or it starts now it's the issue starts that you are able to feed it up then and Yeah, all we have to do with this one is to set this one up properly, then you'll be good after.  okay, and Yeah, I may ask if you are able to access any Accenture site using your Accenture laptop as we are we will be using your Accenture laptop and to set up your MFA.\nSpeaker 3: Yeah, I'm on my laptop.\nSpeaker 2: All right.  Can we have a remote session?  Can you access this site?  123rescue.com.  What was that?  123?  Yep.  123rescue.com.\nSpeaker 3: OK.\nSpeaker 2: And let me just generate a code for that one.\nSpeaker 3: OK.\nSpeaker 2: All right.  Here's the code.  It's 628667.  OK.  Kindly download the file, please.  And after you download it, kindly run it as administrator.\nSpeaker 3: Okay, it's connected.\nSpeaker 2: Alright, I have received it, now let me just render a mode.  OK, now kindly click OK on the notification prompt on your end.  All right, thank you so much.  Now let me take control of your device.  OK.  Oh, you have to.\nSpeaker 3: Ms.  Bell-Finance.\nSpeaker 2: Oh, sorry.  For a moment, let me just zoom the screen.  Yeah, sorry about that.  OK.  As you can see here, you have two registered devices.  So we need to re-add your device, #######, because we don't know what is the main device that you have.  I mean, what is the current device you have registered?  Well, when it's the same device.  And yep, for a moment, let me just.  And can you also remove your Accenture account on the Authenticate your app, please.\nSpeaker 3: You said remove it?\nSpeaker 2: Yep.  Remove it, please.  Kindly tell me when it is done.\nSpeaker 3: How do you remove this?\nSpeaker 2: Yeah.  Click your Accenture account.  Then there is a settings at the upper right corner.  Then you'll see remove account.\nSpeaker 3: Okay.  I'm on the app.  So I have to go to settings?\nSpeaker 2: Yes, but first click your Accenture account first.\nSpeaker 3: Yep, I'm on there.\nSpeaker 2: Then...\nSpeaker 3: Okay, remove it.  I got it.\nSpeaker 2: All right, thank you so much.\nSpeaker 3: So do I click all apps on this device?\nSpeaker 2: This app only.\nSpeaker 3: Okay.  Okay, it's removed.\nSpeaker 2: Now, kindly click add account, then choose work or school account, and scan QR code.  Then scan.  For a moment, let me just do it again.\nSpeaker 3: I'm sorry, I scanned it.\nSpeaker 2: All right.  Now, finally approve the notification.  For a moment, let's move to the next step.  You need to.  You will be enabling the phone sign-in now.\nSpeaker 3: Okay.\nSpeaker 2: And now click your Accenture account on your phone, please, on the Authenticator app.\nSpeaker 3: Okay.\nSpeaker 2: And then look for enable phone sign-in or set up phone sign-in.\nSpeaker 3: Okay.  Click continue?\nSpeaker 2: Yes, please click continue.  Then it will be asking for a Temporary access pass, kindly enter the one I posted on the screen.\nSpeaker 3: Okay.\nSpeaker 2: All right, can you tell me when it is done?\nSpeaker 3: It's done.\nSpeaker 2: All right, let's check.  OK, now we only have one last step.  Okay.  Now, #######, try to access Microsoft Teams on your phone.\nSpeaker 3: Okay.  Yeah, it's saying enter password or I have use app instead or sign in another account.\nSpeaker 2: Kindly choose the use an app instead, please.  Are you able to receive a notification?\nSpeaker 3: Yeah.\nSpeaker 2: All right, perfect.\nSpeaker 3: It's asking me to sign in again.  Okay, hold on, I think it's like frozen.\nSpeaker 2: All right, no worries.\nSpeaker 3: Okay, I think it's working now.  So do I have to re-sign in with Outlook as well?\nSpeaker 2: Yes, yes.  And that means also that you're all set up now.  and yeah, I'll be closing your ticket for this month and you'll be receiving a survey email after this call, and do not hesitate to call us back if you need further assistance, okay?\nSpeaker 3: Okay.  Thank you so much.  I appreciate it.\nSpeaker 2: Thank you so much also for your time.  Bye-bye for now.  Have a good one.\nSpeaker 3: You too.\n</call_transcript>\n<summary>\nThe employee contacted the IT helpdesk to resolve an issue with logging into Microsoft Teams on their phone. The problem stemmed from the Microsoft Authenticator app, which was asking for a password despite the employee's account being passwordless. The IT representative identified that the Multi-Factor Authentication (MFA) setup was not configured properly.\n\nTo resolve the issue, the IT representative initiated a remote session to assist the employee. They guided the employee through removing their Accenture account from the Authenticator app, re-adding it, and setting up phone sign-in. The employee scanned a QR code, approved notifications, and entered a Temporary Access Pass to complete the setup.\n\nAfter reconfiguring the MFA, the employee successfully accessed Microsoft Teams on their phone. The IT representative confirmed that the issue was resolved and advised the employee to re-sign into Outlook as well. The call concluded with the IT representative closing the ticket and informing the employee about a follow-up survey. The employee expressed gratitude for the assistance, and the call ended on a positive note.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the issue with Microsoft Teams and the steps taken to resolve it. It is relevant, sticking closely to the main topic of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events and actions taken. The information is accurate, correctly reflecting the steps taken by the IT representative and the employee's responses. However, the summary could be slightly more complete by mentioning the initial verification steps (personnel number, EID, email, and phone number) which were part of the process. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of resolving the employee's issue with logging into Microsoft Teams on their phone. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly identifies the problem with the Microsoft Authenticator app and the steps taken to resolve the issue. The information presented is factually correct and does not contain any false or misleading information.\n\nThe summary is also complete, providing a fair description of the main problems and resolutions based on the original call transcript. It covers the key points, including the identification of the issue, the steps taken to resolve it, and the successful outcome.\n\nOverall, the summary meets all the criteria for a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It effectively condenses a lengthy transcript into three clear paragraphs without unnecessary details.\n2. Relevance: It focuses on the core issue (Teams login problem) and its resolution, excluding irrelevant small talk.\n3. Coherence: The summary follows a logical structure - problem description, resolution steps, and conclusion.\n4. Accuracy: All technical details are correctly represented, including the passwordless nature of the account, MFA setup issues, and the resolution steps.\n5. Completeness: It captures all key elements:\n- Initial problem with Teams login\n- Root cause (MFA configuration)\n- Step-by-step resolution process\n- Final outcome and follow-up actions\nThe only minor improvement could be mentioning that the issue occurred suddenly (as the employee mentioned it was working that morning), but this doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "fb7a4d89-27bd-4d07-b8cf-c75b0a430018",
    "train_trial_index": 0,
    "predicted_text": "The call involved a contractor contacting the IT helpdesk to resolve an issue with accessing the \"MA Connector\" survey link. The contractor reported receiving an error message stating \"unsecured or noncompliant device\" when attempting to access the link via both Google Chrome and Microsoft Edge browsers. Despite troubleshooting steps like restarting the device and checking for updates, the issue persisted.\n\nThe IT agent initiated a remote session to investigate the problem. They verified the contractor's device, cleared browser cache and cookies, checked for browser updates, and added necessary extensions. After making adjustments, the agent successfully resolved the issue, enabling the contractor to access the survey link.\n\nThe agent provided the incident number for reference and informed the contractor about a follow-up survey for feedback. The call concluded with the contractor expressing gratitude, and the agent marking the ticket as resolved.",
    "base64_images": [],
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Videocon... For Technology and Business Application Support, press 1.  For Mobile Communication Support, press...\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue.\nSpeaker 4: Hello, thank you for calling service desk.  This is ####.  Can I have your employee ID number, please?\nSpeaker 5: Who is your employee ID?  I'm a contractor.  Is it, um, I don't know.\nSpeaker 4: Um, you can do...\nSpeaker 5: #########################.  That's my email address, ################.\nSpeaker 4: Okay, that is perfect.  And is it okay?  Also, if you can spell it out for me on form your perfect.  Thank you.\nSpeaker 5: #  #   ##### at work.  ##### #####.  #####  #####.\nSpeaker 4: Thank you so much.  So just to confirm, let me double check since you're cutting in and out.  It's # for ######, # for ####, # for ######, # for #####, # for ####, # for ###, I mean # for #####, dot # for ###, # for #######, # for #####, # for ####, # for ###, is that right?\nSpeaker 5: Yeah, I don't know.  Yeah, #############################.  It sounds like it.\nSpeaker 4: I'm sorry, you're cutting in and out.  I cannot understand what you're saying.\nSpeaker 5: It sounds like the way you called it back.  ########### as in #####, # as in #####.  Right?  Uh-huh.  That's what you have.\nSpeaker 4: Yes, that is correct.\nSpeaker 5: ########. # as in #####, ##### as in #####, # as in ###, # #####, # as in #####, # as in ######.\nSpeaker 4: Okay, perfect.  Thank you so much for that.  And also, can I ask for your callback number?  ############.  Thank you so much.  So, ######, how can I assist you today?\nSpeaker 5: Yeah, I'm calling about this MA Connector.  It's a survey where we pick our schedule preference, but I keep receiving this error message.  It's not allowing me to keep saying this.  unsecure and noncompliant device.  I did it on Edge.  I did it on Google Chrome.  I shut it off, powered it back on, did a reset, and just checked to see if I had any updates, and it said I had none.  But all throughout the day, it was telling me it was going to shut off in six hours, five hours, or something, but I'm not sure.  But it's not allowing me to open an email from MA Connector.\nSpeaker 4: I see.  Okay, so that I really do apologize, #######, for the inconvenience that cost you.  But no worries, since you got me on the phone, I'll try my best to assist you on this, okay?  Thank you.  You're welcome.  So for this, just to make sure that I have your concern right, you receive an error message saying unsecured or noncompliant device when you try to access a certain site.  Is that right?  Correct.  So for this, let us try to initiate a remote session so that I can check on your end, okay?\nSpeaker 5: Okay.\nSpeaker 4: So on your Accenture laptop, I'm sorry, just to confirm first, you are using right now a Accenture laptop, right?\nSpeaker 5: Yes.\nSpeaker 4: Perfect.  So for this, can you please open a browser?  Any browser will do.  And try to access this site.  123rescue.com.  Hold on.\nSpeaker 5: Hold on.  Oh, you said one, two... Um, it's one, two... Sorry.\nSpeaker 4: It's 123Rescue.  Okay.  Okay.  So, you know, we went through the technical workflows and Salesforce yesterday.\nSpeaker 5: We will have that to help to guide us through the steps that we need to take.\nSpeaker 4: I see.\nSpeaker 6: Okay, then let me provide you the PIN.  It's #######.  And I repeat, it's #######.\nSpeaker 5: Okay, is that for me to download or run AppleNet?\nSpeaker 4: Download the application document.  I'll be able to explain the requirements and processes for requesting preferred names and pronouns.\nSpeaker 5: We'll be able to effectively...\nSpeaker 4: Okay, and please do write the file.  ...go a little bit more into how we are going to properly document...\nSpeaker 5: Let me shut this down.\nSpeaker 6: ...and how we are going to wrap up...\nSpeaker 5: Okay, now, what you said, I'm sorry.  Secure remote.  It's telling me I need to download, but it said download didn't start.  Try again.  Try it again.  It didn't work.  What is the, okay, I'm going to put that number in again.  Start download.\nSpeaker 4: That, that pin is already been fused, so we cannot use it anymore.  So, I will provide you another.\nSpeaker 5: No, it's right there.  It's there.\nSpeaker 4: Oh, I see.  Perfect.\nSpeaker 5: Yeah, I didn't see when it, yeah, it's there.  It's connected.\nSpeaker 4: Okay, perfect.  Okay, just a moment.  Can you please click okay on your end?  Okay, perfect.  Thank you.  So, can you please show me the error message that you mentioned earlier?\nSpeaker 5: Sure.  When I click on here, right, are you able to see it?\nSpeaker 4: I see.  I see, ######.\nSpeaker 5: Yeah, I get it in both Edge and, well, that's Google, and I get the same thing in Edge as well.\nSpeaker 4: I see, ######.  So for this, I will try to add a Google Chrome extension on your browser.  So can I take control for a moment?\nSpeaker 5: Sure, go ahead.\nSpeaker 4: Perfect, thank you.  So let me just use this one, I mean add.  Let me take a screenshot of this error message.  Okay, let me add this one.  And let me add the other one.  Okay.  Check on that.  Let me also check if your Google Chrome is up to date.  Hold on.  Oh, perfect.  Let me clear cache and cookies just to make sure.  Okay, let us wait for it.  And I know also, #######, when did this issue started?\nSpeaker 5: When they just told us to check our email for the MA Connector, go ahead and select your survey.  So I just tried it a couple of times, and I spoke with you.\nSpeaker 4: I see.  Okay, thank you so much for confirming.  So for this, is it okay if I can close this browser?  Thank you.  Let me close this again.  Let me check if I can add that one.  Let me unload this one.  Add this.  Also add this other one just to make sure.  All right, let me close this one.  Okay.  Perfect.  So let me close this browser.  So is this the link?  Can I click on it?  Yes.\nSpeaker 5: Thank you.\nSpeaker 4: Thank you.  Perfect.  So now as for tracking, you are able to access the other link, okay?\nSpeaker 5: Oh, okay.\nSpeaker 4: That is the survey link that was provided to you.  And also, #######, since we were able to resolve your issue, I will go ahead and tag this ticket as resolved, okay?\nSpeaker 5: Okay.\nSpeaker 4: Okay, perfect.  And the incident number, you mean?  I see.  I will provide it to you on this chat box.  Oh, in the box right now.\nSpeaker 5: Okay.  Because I was getting ready to send it to her.\nSpeaker 4: So for this, I have provided you the incident number for your reference.  And also, upon resolution of this ticket, you may receive a survey via email, and your feedback will be highly appreciated.  So if you need any more help, feel free to reach us out, okay?\nSpeaker 5: Okay.\nSpeaker 4: Okay, perfect.  So thank you so much for your time.  Bye-bye for now and enjoy the rest of your day, okay?\nSpeaker 5: Thank you so much.  Thank you.  Bye-bye.  Oh, it's right there.  Okay.  Yes.\nSpeaker 4: I'll get it to her right now.  So I'm good to go.  Thank you so much.  I appreciate it.  You're welcome.  Thank you.  Thank you.  Appreciate it.  Bye-bye.  Thank you.  Bye-bye.  Bye.\n</call_transcript>\n<summary>\nThe call involved a contractor contacting the IT helpdesk to resolve an issue with accessing the \"MA Connector\" survey link. The contractor reported receiving an error message stating \"unsecured or noncompliant device\" when attempting to access the link via both Google Chrome and Microsoft Edge browsers. Despite troubleshooting steps like restarting the device and checking for updates, the issue persisted.\n\nThe IT agent initiated a remote session to investigate the problem. They verified the contractor's device, cleared browser cache and cookies, checked for browser updates, and added necessary extensions. After making adjustments, the agent successfully resolved the issue, enabling the contractor to access the survey link.\n\nThe agent provided the incident number for reference and informed the contractor about a follow-up survey for feedback. The call concluded with the contractor expressing gratitude, and the agent marking the ticket as resolved.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the contractor's issue with accessing the \"MA Connector\" survey link and the steps taken by the IT agent to resolve it. The information is relevant and directly related to the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the key details and actions taken during the call. However, it omits some minor details, such as the initial difficulty in communication and the specific troubleshooting steps like adding Google Chrome extensions. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the contractor's issue with accessing the \"MA Connector\" survey link and the IT agent's steps to resolve it. The summary has a clear structure, starting with the problem, then describing the troubleshooting steps, and finally concluding with the resolution and follow-up actions. This coherence makes it easy to understand and follow.\n\nThe summary appears to be accurate, with details matching the information provided in the call transcript. It also seems complete, covering the main problem, the IT agent's actions, and the resolution, including the provision of an incident number and the possibility of a follow-up survey. Overall, the summary effectively captures the essence of the call transcript without omitting crucial details or including irrelevant information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the caller (contractor) and main issue (MA Connector survey access)\n2. Accurately describes the error message and initial troubleshooting attempts\n3. Correctly outlines the resolution process including remote session and browser modifications\n4. Includes the conclusion with incident number and feedback survey mention\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical structure: problem \u2192 troubleshooting \u2192 resolution \u2192 follow-up. The information presented is accurate and matches the transcript.\n\nMinor improvement could be made by mentioning the initial connectivity/audio issues during the email verification process, but this wasn't central to the main problem.\n\nThe summary successfully balances brevity with completeness while maintaining accuracy and coherence, making it highly effective for understanding the interaction's key points.",
        "claude_score": 9.0
      }
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    "instance_id": "b3ffd40b-5c5e-4a05-9fc2-89781e1e2288",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to connect a client laptop to the appropriate network at an Accenture office. The employee explained that they were unable to connect to the available Wi-Fi networks, including \"Wi-Fi Guest\" and \"Wi-Fi Access,\" and sought clarification on which network to use. The helpdesk agent confirmed the issue and suggested that the employee consult the local tech support team at the office for specific credentials or access links required to connect to the network. The employee agreed to follow up with the local team and requested the ticket to be closed. The call concluded with mutual thanks.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, press 1.\nSpeaker 2: For mobile, please enter your 8-digit personnel number.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to Gone fishing page, the team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us.\nSpeaker 4: ########, can I have your employee ID number, please?\nSpeaker 5: Sure, it's #########.  One second.\nSpeaker 4: #########, am I correct?\nSpeaker 5: No, sorry.  I'll repeat that.  #########.\nSpeaker 4: Yeah, I got it here.  Thank you so much.  Let me just pull up your account and all those.  Can I have your Accenture email, please?\nSpeaker 5: ###########################.\nSpeaker 4: All right, one second.  Let me check here.  All right.  Thank you so much, #####, right?\nSpeaker 5: Yeah.\nSpeaker 4: Thank you.  And then can I have your callback number, please?\nSpeaker 5: ############.\nSpeaker 4: All right, let me confirm, it is ############, right?\nSpeaker 5: Correct.\nSpeaker 4: Thank you so much, ####, and how can I help you?\nSpeaker 5: So I'm at the Accenture office in ########, and I have a plant laptop that I'm trying to connect to the network.  So which network should I use and how do I connect?\nSpeaker 4: Oh, okay, okay.  Apologies for the inconvenience I do regarding this.  No worries.  I'm here to help you.  Let me just confirm first.  You're calling because you have a client machine right now, and then you're asking what network you want.  I mean, what network is that?  I mean, what like network to connect, right?\nSpeaker 5: Correct.  Correct.\nSpeaker 4: Okay.  Thanks for that.  So yeah.  Regarding with this one, ####, let me just ask, the client machine or site is very strict, right?  So let me just ask, under the client, are you all advised to connect to the other network aside from your client site?\nSpeaker 5: Sorry, can you repeat that?\nSpeaker 4: Do you still like to connect to the other network using the client machine?\nSpeaker 5: Which other network?  When I'm at home, I've connected to my home network.  So I've done all of that.  Because once I connect to the network, I'll have to re-pin into the network.\nSpeaker 4: Wi-Fi office is ever your machine is able to like connect to the other network and you try to connect or?\nSpeaker 5: Yes, so okay, so I would like.  I've connected to Wi-Fi.  guest.  it says it says no internet open.  so how do I?  how do I?  how do I connect?  because I can't connect to Wi-Fi access because Wi-Fi access allows me for my Accenture password.  Which network should I connect to?  There is Wi-Fi guest, there is Wi-Fi access.  Wi-Fi guest is open.  Wi-Fi access, Wi-Fi innovate, Wi-Fi internet, Wi-Fi IoT, these are all locked.  So which one should I connect to?\nSpeaker 4: Okay.  If ever, like you mentioned earlier, ####, that you are in the office right now, so for that you can ask the local tech on that office so that you can ask, like there is a specific link to access.  for you to like connect okay okay i'll go i'll ask them.  okay yeah all right thank you.  to get the credentials you're welcome ##### go a head and close the ticket.  all right perfect thank you thank you goodbye you're welcome.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to connect a client laptop to the appropriate network at an Accenture office. The employee explained that they were unable to connect to the available Wi-Fi networks, including \"Wi-Fi Guest\" and \"Wi-Fi Access,\" and sought clarification on which network to use. The helpdesk agent confirmed the issue and suggested that the employee consult the local tech support team at the office for specific credentials or access links required to connect to the network. The employee agreed to follow up with the local team and requested the ticket to be closed. The call concluded with mutual thanks.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, which is a positive aspect. It captures the employee's issue with connecting to the appropriate network and the helpdesk agent's suggestion to consult the local tech support team. The summary is relevant and sticks to the main topic of the call. It is coherent, with a clear structure and flow of ideas, making it easy to understand.\n\nHowever, there are minor inaccuracies and omissions. The summary does not mention the specific networks listed by the employee (e.g., \"Wi-Fi Innovate,\" \"Wi-Fi Internet,\" \"Wi-Fi IoT\"), which could be relevant for completeness. Additionally, the summary does not capture the initial confusion and clarification process between the employee and the helpdesk agent, which is part of the problem-solving process.\n\nOverall, the summary is accurate but could be more complete by including these details.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the employee's network connection issue and the helpdesk agent's suggested solution. The summary's structure is coherent, making it easy to follow and understand. The information presented is accurate, aligning with the details provided in the call transcript. The summary also provides a fair description of the main problem and resolution, meeting the completeness criterion. However, some minor details, such as the initial automated messages and the employee's personnel number, are omitted, but these are not crucial to understanding the main issue and resolution. Overall, the summary effectively captures the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (connecting client laptop to office network)\n2. Accurately describes the available networks and connection attempts\n3. Correctly states the resolution (referral to local tech support)\n4. Maintains proper chronological flow\n5. Includes relevant context without unnecessary details\n\nThe summary excels in conciseness while retaining essential information. It's coherent and well-structured, moving logically from problem identification to resolution. The accuracy is high, with no misrepresentation of the conversation. In terms of completeness, it captures both the technical issue and the solution provided.\n\nMinor improvement could be made by mentioning that the employee specifically tried Wi-Fi guest network and found it had \"no internet,\" but this is a small detail. Overall, the summary provides an excellent balance of brevity and thoroughness while maintaining accuracy and relevance.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "3c53a555-f9e7-4fd9-b139-a9fddb87e471",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk regarding an issue with their passwordless login. The employee reported that despite being a passwordless user, the system was prompting them for a password when attempting to log in. Additionally, they had not configured multi-factor authentication (MFA) due to their phone being stolen. The helpdesk agent confirmed the employee's details and instructed them to access a specific passwordless login site. However, the employee's account was locked, requiring a Temporary Access Pass (TAP) to resolve the issue.\n\nThe agent explained that TAPs can only be issued by the Level 2 support team, which was unavailable as it was a Sunday. The agent suggested the employee call back on Monday when the Level 2 team would be available to assist. The employee expressed frustration, as they needed access to work that day, but the agent reiterated that the issue could not be resolved until the next day. The call ended with the agent apologizing and thanking the employee for calling.",
    "base64_images": [],
    "stats": {
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: Para soporte de acceso y contrase\u00f1a, presione cero.  Para soporte de aplicaciones, technology, telecom y dispositivos m\u00f3viles.\nSpeaker 2: Para verificar si tu cuenta fue emigrada a passwordless, por favor indeza a https://go.passwordless.com/.go.  passwordless.  Si eres passwordless, presiona uno para hablar con un agente o utiliza las opciones de autoayuda del sitio.  Si no eres passwordless a\u00fan, presiona dos.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\nSpeaker 4: Hi, how are you?  I can barely hear you.\nSpeaker 5: My name is ######.  I have a problem with my password.  I'm supposed to be passwordless, but now when I try to sign in, it's asking me for a password.  I don't know what to do.  I can always have my own password.  I tried.  If the system doesn't let me, I'm not...\nSpeaker 4: Can you please provide me your 8-digit employee number?\nSpeaker 5: Yes.  It is ##############.\nSpeaker 4: Okay.  Allow me a minute so that I can fetch your information, okay?\nSpeaker 5: Okay.\nSpeaker 4: OK, so I'm talking with ######, right?\nSpeaker 5: Yes, right.\nSpeaker 4: OK.  All right, ######.  Please tell me, how can I help you?\nSpeaker 5: Oh, I just did.  OK, so I'm supposed to be passwordless, but the system now is asking me for a password when I try to sign into either the US or Canada.  or to any access to the site.  Okay.  It has access to our password, and I don't have the MFA configurated yet, because my phone got stolen, so I haven't done that yet.  But basically, that's the thing.  I'm supposed to be announced as well as the system is asking for a password, and I can always have my own password to the site, because I'm not allowed to.  It's not allowed by the administrator itself.  Okay.  I don't know what to do.\nSpeaker 4: OK, ######, can you please try to visit mypasswordless.exchanger.com from your mobile phone?  It's mypasswordless.exchanger.com.  ######, can you hear me?\nSpeaker 5: Yes, well, I'm looking for the site, but it's not the right site.  Let me check again.\nSpeaker 4: Yeah, it's mypasswordless.accenture.com.  Are you able to visit that site from your mobile phone or not?\nSpeaker 5: Yes, I am doing it from my phone.\nSpeaker 4: Hello, your voice is not clear to me, ######.  I'm not able to hear you.\nSpeaker 5: I am doing it from my phone.\nSpeaker 4: Yes.  Yeah, that's what I want to know, that are you able to access my password?  Because my account has been locked.  Okay, okay.  All right, ######, let me tell you, as you are a passwordless user, so in order to access mypasswordless.accenture.com site, I have to provide you a temporary access pass.  By using that, you will be able to log in in my passwordless site, okay?\nSpeaker 5: Okay.\nSpeaker 4: Yeah, but as today is, you know, Sunday, and our level two team is not available, so the temporary access pass is only provided by our level 2 team.  so i can suggest you that can you please call us tomorrow on the monday so that we can provide you the tap and you will be able to log in.\nSpeaker 5: no i need to work today.\nSpeaker 4: yeah yeah yeah yeah yeah i understand but ###### as you are a passwordless user so in order to log in in that site i have to provide you a tap and tap is provided by our Level 2 team.  And today, there's no one in Level 2 team to provide temporary access for us.  That's what I'm saying.  Okay.\nSpeaker 5: Okay, I'm sorry.  I know it's not easy, but I hope...\nSpeaker 4: Okay, #######.\nSpeaker 5: Yes, yes, yes.\nSpeaker 4: Thank you for calling CIO.  Have a good day.  Bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk regarding an issue with their passwordless login. The employee reported that despite being a passwordless user, the system was prompting them for a password when attempting to log in. Additionally, they had not configured multi-factor authentication (MFA) due to their phone being stolen. The helpdesk agent confirmed the employee's details and instructed them to access a specific passwordless login site. However, the employee's account was locked, requiring a Temporary Access Pass (TAP) to resolve the issue.\n\nThe agent explained that TAPs can only be issued by the Level 2 support team, which was unavailable as it was a Sunday. The agent suggested the employee call back on Monday when the Level 2 team would be available to assist. The employee expressed frustration, as they needed access to work that day, but the agent reiterated that the issue could not be resolved until the next day. The call ended with the agent apologizing and thanking the employee for calling.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the passwordless login, the lack of MFA configuration, and the need for a Temporary Access Pass (TAP) from the Level 2 team. The summary is relevant, focusing on the main topic of the call. It is coherent, with a clear structure and flow of ideas that make it easy to understand. The information is accurate, reflecting the details of the call transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the specific URLs discussed and the agent's difficulty hearing the employee, which were minor but relevant details in the call. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their passwordless login and the helpdesk agent's attempts to resolve the issue. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly conveys the information from the call transcript, including the employee's problem, the agent's suggested solution, and the limitation of not being able to issue a Temporary Access Pass on a Sunday. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, the summary could be improved by including more specific details, such as the employee's attempts to access the passwordless login site and the agent's repeated explanations of the Level 2 team's unavailability. Nevertheless, the summary is overall of high quality.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the core issue (passwordless login problems)\n2. Includes important context (stolen phone, no MFA)\n3. Accurately describes the solution process (need for TAP)\n4. Correctly captures the outcome (unable to resolve due to Level 2 support unavailability)\n5. Maintains logical flow and coherence\n\nThe summary is concise while including all relevant details. It accurately represents the conversation without adding incorrect information. The structure is well-organized, starting with the problem, moving through the attempted solution, and ending with the outcome. The only minor improvement could be mentioning that this was specifically a CIO helpdesk call, but this is a very minor detail.\n\nThe summary successfully balances brevity with completeness, making it highly effective for understanding the key points of the interaction without needing to read the full transcript.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "fe22e0a9-9784-4dbe-8a35-586d28760ae0",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT help to resolve an issue while setting up a replacement laptop. The employee encountered a script error while running the ACN provisioning package, which prevented the setup from proceeding. The IT support agent attempted to assist by initiating a remote session using 123rescue.com. After some initial technical difficulties with the remote connection, the agent successfully accessed the employee's laptop.\n\nDuring the troubleshooting process, the agent encountered further complications, including issues with the login screen and Microsoft Edge refreshing unexpectedly. The agent attempted various solutions, including checking login options and administrative settings, but the problem persisted. Recognizing the complexity of the issue, the agent decided to escalate the matter to a Level 2 (L2) administrator for further assistance.\n\nThe agent informed the employee that the issue could not be resolved immediately and requested to continue communication through the remote session while waiting for the L2 admin to join. The call concluded with the agent ending the phone conversation but maintaining the remote session for further troubleshooting.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press zero.  For technology and business application support, telecom and mobile devices.\nSpeaker 2: For technology and business application support, please enter your eight-digit personnel number so we can locate your details.  If you are a...\nSpeaker 1: The number you entered must be eight digits in length.  You entered #######\nSpeaker 2: Please re-enter your personnel number.  Please enter your 8-digit personnel number so we can locate your details if you are a contractor.\nSpeaker 3: Hi.\nSpeaker 4: We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 3: Service desk, how may I help you?  May I ask for your employee number, please?  It's ######.  Oh, thank you.  And may I ask for your Accenture email?\nSpeaker 5: It's ##############################.  Got it.\nSpeaker 3: And then may I ask for your call back number?  ############.  Thank you so much.  So, ######, how can I help you today?\nSpeaker 5: So, I'm setting up my replacement laptop and I was on step 15, but my computer shut off.  Now, when I tried to run the ACN provisioning package, it gives me an error.  It says an error has occurred in the script on this page.  Do you want to continue running scripts on this page?  And no matter what I click, it doesn't start.\nSpeaker 3: I see.  I'm sorry for the inconvenience, but I'll do my best to help you with that.  Can we do a remote session to check your provisioning?\nSpeaker 5: You said what?\nSpeaker 3: Uh, if we can do a remote session.\nSpeaker 5: Yes, yes, go ahead.\nSpeaker 3: All right, thank you.  Um, on your browser, please enter the site called 123rescue.com.\nSpeaker 5: Go to what?\nSpeaker 3: 123rescue.com\nSpeaker 5: Okay.  It says support connection.  Enter your pin code and click the start download button.\nSpeaker 3: Yes, so ######.\nSpeaker 5: It says downloading the rescue applet.\nSpeaker 3: Okay, and then once you're able to download the file, please run it, okay?  Or please open it.\nSpeaker 5: It still says downloading.\nSpeaker 3: Noted.  Thank you.\nSpeaker 5: Okay.  Do you have another pin?  It kicked me out.\nSpeaker 3: Sure.  Let me generate a new one.  Okay.  It's ######.\nSpeaker 5: Okay.  I'll open the file.  It says waiting for technician.\nSpeaker 3: Thank you so much.  Let me pull that up on my end.  If there's a pop up, just click.  okay.\nSpeaker 5: Okay.\nSpeaker 3: Thank you so much.  Not able to see your screen.  Okay, and then may I second the error message?\nSpeaker 5: So I click yes, and I try to go next, and it says this.\nSpeaker 3: Script error.  May I take over the control on your laptop?\nSpeaker 5: Sure, go ahead.\nSpeaker 3: All right, thank you so much, ######.  Let's try to cancel this.  We go to settings.  Let me check the other prompt.  Let's lock this.  On your login screen, since it got disconnected, what can you see on it?\nSpeaker 5: Oh, it went out.  Okay, are you able to see it now?\nSpeaker 3: No, it's still reconnecting here on my end.  Is there an option to log in as other user?\nSpeaker 5: It says sign in option.  Pardon?  It says sign in option and it doesn't give me the option to.  Oh, wait, it says sign out change account settings or lock.\nSpeaker 3: Check that.  Let's see, so there's no other user.\nSpeaker 5: No.  It just says sign out lock or change account settings.\nSpeaker 3: I'll just log in again as administrator then.  Let's see, let me try to reconnect.  Let's try to lock it again.  We're not able to run this.  Okay.  Let me invite our Level 2 admin here.\nSpeaker 5: Yeah, my Google, I'm sorry, my Microsoft Edge keeps refreshing as well.\nSpeaker 3: Okay.  I may put the call on hold for a minute or 2.\nSpeaker 5: Okay.\nSpeaker 3: All right, thank you so much.  We'll check with our, that's okay.\nSpeaker 5: Okay.\nSpeaker 3: Hello, ######.  Thank you for waiting.  Even if you go through this, it will not work, all right?\nSpeaker 5: You said what?  I'm sorry?\nSpeaker 3: Yeah.  May I ask you to try to approve the sign-in?\nSpeaker 5: Okay.\nSpeaker 3: Let me invite our L2.  ######, since we're already on the remote, is it okay if we can continue to communicate using this one while I'm waiting for our tech to join our remote session?\nSpeaker 5: Sure, that's fine.\nSpeaker 3: Okay, thank you so much.  I'll be ending our call for now.\nSpeaker 5: Okay, bye.\nSpeaker 3: Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT help to resolve an issue while setting up a replacement laptop. The employee encountered a script error while running the ACN provisioning package, which prevented the setup from proceeding. The IT support agent attempted to assist by initiating a remote session using 123rescue.com. After some initial technical difficulties with the remote connection, the agent successfully accessed the employee's laptop.\n\nDuring the troubleshooting process, the agent encountered further complications, including issues with the login screen and Microsoft Edge refreshing unexpectedly. The agent attempted various solutions, including checking login options and administrative settings, but the problem persisted. Recognizing the complexity of the issue, the agent decided to escalate the matter to a Level 2 (L2) administrator for further assistance.\n\nThe agent informed the employee that the issue could not be resolved immediately and requested to continue communication through the remote session while waiting for the L2 admin to join. The call concluded with the agent ending the phone conversation but maintaining the remote session for further troubleshooting.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the script error, the remote session attempt, and the escalation to a Level 2 administrator. It maintains relevance by focusing on the key events and actions taken during the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without introducing any false or misleading information. However, the summary could be slightly more complete by mentioning the specific error message and the exact steps the agent took during the troubleshooting process. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key issue of the employee's laptop setup problem and the IT support agent's attempts to resolve it. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary appears to be factually correct, matching the events described in the call transcript. The summary also provides a fair description of the main problems and resolutions, highlighting the agent's efforts to troubleshoot the issue and the eventual escalation to a Level 2 administrator.\n\nHowever, the summary could be improved by including more specific details about the error messages encountered and the exact steps taken by the agent during the troubleshooting process. Nevertheless, the summary provides a good overall representation of the call transcript.\n\nGiven the strengths and weaknesses of the summary, I would score it an 8 out of 10.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the initial problem (script error during laptop setup)\n2. Accurately describes the troubleshooting steps taken (remote session attempt, login checks)\n3. Maintains chronological flow of events\n4. Correctly notes the escalation to L2 support\n5. Accurately describes the call conclusion\n\nThe summary is concise while including all crucial information. It's well-structured in three logical paragraphs that flow naturally from problem to attempted solution to resolution. The language is clear and professional.\n\nMinor improvements could include:\n- Mentioning that the script error occurred at \"step 15\"\n- Including the specific error message about \"gone fishing page\" mentioned early in the call\n- Noting that there were multiple attempts needed to establish the remote connection\n\nHowever, these are minor details and their omission doesn't significantly impact the summary's effectiveness. The summary successfully balances detail with brevity while maintaining accuracy.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "24cbb8ac-48b8-4ca1-9bf9-84a51a923ba0",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT support for issues with Citrix VDI access on their company laptop, which was preventing them from completing a training session. The employee had already contacted the client\u2019s tech support and reinstalled the Citrix application twice without success. The IT helpdesk agent initiated a remote session to troubleshoot the issue. They observed that the Citrix application was stuck retrieving an ICA file and decided to uninstall and reinstall the application again, this time with administrative privileges.\n\nThe agent also planned to escalate the issue to Level 2 technicians for further assistance. While waiting for a response from Level 2, the agent suggested continuing the troubleshooting session remotely via chat and wrapping up the call. The employee agreed, and the call ended with the agent assuring continued support through the remote session.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor, or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the Service Desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find...\nSpeaker 4: Hello, this is #### calling Service Desk.  This is ####.  Can I have your employee ID number, please?  Hi.  Yeah, it's ############.  Thank you.  So just to confirm, it's #######.  Is that right?  Hello?  Can you hear me?  Sorry.\nSpeaker 5: Yeah, that's right.  Sorry.\nSpeaker 4: No worries.  Thank you so much.  Can you please also provide to me your essential email address?\nSpeaker 5: ############, ###########, at Gmail, at Accenture.com, sorry.\nSpeaker 4: All right, thank you so much.  And also, can I ask for your call box number?  ############.  Thank you so much.  So, #####, how can I assist you today?\nSpeaker 5: Hi, yes, I am working for a client that has a Citrix VDI access, and I cannot log in.  I can't get Citrix to log into their site, and I have a training that needs completed by today.  So I need to get in.  I called their tech support already, and they did it.  They did get something on VDI.  something wrong with my CITRIX app on my laptop.  So.\nSpeaker 4: I see.  So, I apologize as well for the inconvenience that cost you, but no worries.  You can get me on the phone.  I'll try my best to assist you on this, okay?\nSpeaker 5: Okay.\nSpeaker 4: So, just to make sure first that I have your concern right, you're calling in since you're having issues with your Citrix application, is that right?  Yeah.  I see.  So for this, may I know what you're using right now?  It's an essential laptop?\nSpeaker 5: Yes.\nSpeaker 4: OK, perfect.  So for this, let us try to initiate a remote session so that I can check on your end, OK?\nSpeaker 5: OK.\nSpeaker 4: So on your essential laptop, can you please open a browser?  Any browser will do.  try to access this site.  It's 123rescue.com.\nSpeaker 5: Okay.\nSpeaker 4: Is it asking for a six-digit code?\nSpeaker 5: Uh, yeah.\nSpeaker 4: Okay, so let me provide you the code, #####. It's 388-967.  388967.  Yes, that is correct.\nSpeaker 5: Okay.  All right, download it.  Opening.  All right.  It's connecting.  Waiting for a technician.\nSpeaker 4: Perfect.  Thank you.  Let me try and connect right now.  Okay, can you please click OK on your end?  Thank you.  Let's see.  Okay.  Is there like an error message when your set rates when you try to access it?\nSpeaker 5: So it's just says retrieving this ICA file and it just spins like this for a while.\nSpeaker 4: I see.  Thank you so much for that.  I'll have to take a screenshot of that for the documentation.  So for this, I will be checking here my resources and what we can do in this issue.  So #####, is it okay if we can place this phone home for just two minutes?\nSpeaker 1: Yeah.\nSpeaker 4: Thank you.  Hello, sorry for putting the call on hold, #####.\nSpeaker 5: Hi.\nSpeaker 4: So for this, we will try to uninstall and reinstall your Citrix application.  And also, may I know, do you have the installer for the Citrix application?\nSpeaker 5: Yeah.  Yeah, I've already done this.  I've already installed it and reinstalled it twice.  The installer is in Downloads right now.  It's in the Downloads folder.\nSpeaker 4: I see.\nSpeaker 5: Yeah, so we can try again.\nSpeaker 4: Yes, please.  Let me just try this one as well.  Did you also try this one to promote admin?\nSpeaker 5: No.\nSpeaker 4: I see.  OK, then let us try.  I didn't know I could do that.  This is also used to install some applications.  So for this, let us try again and install and reinstall your Citrix application, OK?  Okay.  Thank you.\nSpeaker 5: Do you want me to do it?  Yeah.  Thank you.  It's pretty easy.\nSpeaker 4: I'm sorry.  I'm sorry.\nSpeaker 5: That's okay.  Okay.  Let's try and wait for it.\nSpeaker 4: And just to confirm, #####, you already tried to reach out to your client side about this issue, right?\nSpeaker 5: Yeah.  Uh-huh.\nSpeaker 4: Yeah.  Let's try and wait for it so that we can check.  Okay.  Okay, so this is all good.  Okay.  Let us first double check.\nSpeaker 5: This is, yeah, so this is where it usually gets screwed up.\nSpeaker 4: Let us try and double check.\nSpeaker 5: Yeah, so it should already be connected at this point.  I don't know what this ICA file means.  Something's wrong with this.\nSpeaker 4: I see.  We'll also try to double check with our Level 2 technicians, okay?\nSpeaker 5: Okay.\nSpeaker 4: Hold on.  So while we are waiting for the error message to pop off, I will have to check as well with our Level 2 tech.  So while I'm checking again, will it be fine if I can please just hold for just a minute?\nSpeaker 5: Yeah.\nSpeaker 4: Perfect.  Thank you.  Hello, #####.  Sorry for putting the call on hold.  Hello.  Sorry.  Can you hear me?\nSpeaker 5: Hello.  Yes.\nSpeaker 4: I see.  Okay.  Thank you.  So for this, I'm still waiting for a response from our level two tech.  So for this, #####, is it okay with you also if we can continue our session here on the remote and we can wrap up the call, but No worries, I assure you, we will stay with you here in the remote, and we can communicate via this chat box.  Will that be fine?\nSpeaker 5: Okay.\nSpeaker 4: Okay, perfect.  Thank you.  So if anything, I will try to reach out as well to you, okay?\nSpeaker 5: Okay.\nSpeaker 4: Perfect.  Thank you.  So bye-bye for now, and enjoy the rest of your day, okay?\nSpeaker 5: All right.  Thank you.  You too.\nSpeaker 4: You as well.  Thank you.  Bye-bye.  Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT support for issues with Citrix VDI access on their company laptop, which was preventing them from completing a training session. The employee had already contacted the client\u2019s tech support and reinstalled the Citrix application twice without success. The IT helpdesk agent initiated a remote session to troubleshoot the issue. They observed that the Citrix application was stuck retrieving an ICA file and decided to uninstall and reinstall the application again, this time with administrative privileges.\n\nThe agent also planned to escalate the issue to Level 2 technicians for further assistance. While waiting for a response from Level 2, the agent suggested continuing the troubleshooting session remotely via chat and wrapping up the call. The employee agreed, and the call ended with the agent assuring continued support through the remote session.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with Citrix VDI access, the steps taken by the helpdesk agent, and the plan to escalate the issue to Level 2 technicians. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. The accuracy of the summary is high, as it correctly reflects the details of the call without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific error message (\"retrieving this ICA file\") observed during the troubleshooting. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key issue of the employee's Citrix VDI access problem and the steps taken to troubleshoot it. The summary has a clear structure, starting with the problem, then describing the actions taken, and finally, the plan for further assistance, making it coherent and easy to follow.\n\nThe summary appears to be accurate, with the information presented matching the details in the call transcript. It also provides a fair description of the main problem and the steps taken to resolve it, making it complete. However, some minor details, such as the employee's prior contact with the client's tech support and the specific error message, are glossed over or not fully explained.\n\nOverall, the summary is well-written and effectively conveys the essential information from the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (Citrix VDI access problem)\n2. Includes relevant context (training deadline, previous attempts)\n3. Accurately describes the troubleshooting steps taken\n4. Maintains logical flow from problem identification to resolution attempt\n5. Captures the final outcome (escalation to Level 2 and continuation via remote session)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while including all crucial information. It accurately represents the conversation without any factual errors. The structure is coherent, moving from problem description to troubleshooting attempts and final resolution plan.\n\nMinor improvement could be including the specific error message about \"retrieving ICA file,\" but this doesn't significantly impact the summary's quality.\n\nThe summary successfully balances detail and brevity while maintaining accuracy and relevance, making it highly effective for documenting the support interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "e1661a4b-5d89-44f9-a8c9-1972c2d9a7ed",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with their locked Accenture email account. After initial difficulties with communication and providing identification details, the employee confirmed their name, email, and phone number. The IT agent clarified that the employee, being part of the Accenture Federal Services (AFS), could not access their LLP account and needed to contact the AFS helpdesk for assistance. The agent provided the AFS helpdesk contact number and advised the employee to reach out to them for further support. The call concluded with the employee acknowledging the instructions.",
    "base64_images": [],
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      "call_summarization_score": 0.8518518518518517
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: \nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.\nSpeaker 1: If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press nine.  If you have forgotten your password or...\nSpeaker 3: Sorry, could you... The phone is getting cut off.\nSpeaker 4: Okay, this is #### of the user business.  Can I have your employee number?\nSpeaker 3: Uh, what's the employee number and how do I find it?\nSpeaker 4: Okay, your employee number or personnel number?\nSpeaker 3: Yes, well, where do I find it?\nSpeaker 4: Okay, if you cannot provide me your personnel number this time, you can provide me your Accenture email.\nSpeaker 3: Okay, my extension email is.  ##########################\nSpeaker 4: And also, please confirm your phone number.  ############.  Thank you.  So for this one, it's ###, right?\nSpeaker 3: Oh, could you repeat that?\nSpeaker 4: Your name is ###?\nSpeaker 3: Yes, that's correct.\nSpeaker 4: Okay.  How can I help you today?\nSpeaker 3: Yeah, my Accenture email, the #############, is locked out and I need IT to reaccess it again.\nSpeaker 4: Okay.  Regarding this one, #####, I do apologize for this inconvenience, but since you're in the line, I'll try my best to help you with your concern.  And just to make sure I did correctly, you are not able to access your Accenture email, am I correct?\nSpeaker 3: Yes, I'm not able to access it, and I need IT to re-enable.\nSpeaker 4: Okay.  And also, you are currently on AFS, right?\nSpeaker 3: Yes, I'm on AFS right now.\nSpeaker 4: OK.  Regarding this one, ####, since you are using your primary email, which is the Accenture Federal, you can no longer access the LLP account for the Accenture account.  So for that one, for your login, you may ask this one partner on the AFS help desk.\nSpeaker 3: OK.\nSpeaker 4: OK.  So please try to reach out.  the AFS help desk, okay?  This will be the number of AFS help desk.  Okay, the number would be ############.  Okay, so please reach out for the AFS help desk, okay?  Thank you and bye for now.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with their locked Accenture email account. After initial difficulties with communication and providing identification details, the employee confirmed their name, email, and phone number. The IT agent clarified that the employee, being part of the Accenture Federal Services (AFS), could not access their LLP account and needed to contact the AFS helpdesk for assistance. The agent provided the AFS helpdesk contact number and advised the employee to reach out to them for further support. The call concluded with the employee acknowledging the instructions.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the locked email account, the identification process, and the final resolution. It is relevant, focusing on the main topic of the call. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the details from the transcript correctly. However, the summary could be slightly more complete by mentioning the initial communication difficulties and the specific instructions given by the IT agent, such as the exact number to call. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their locked Accenture email account and the IT agent's resolution. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly states the employee's issue, the IT agent's clarification regarding the Accenture Federal Services (AFS) account, and the advice to contact the AFS helpdesk. The summary also captures the main problem (the locked email account) and the resolution (contacting the AFS helpdesk), making it complete.\n\nHowever, some minor details from the call transcript, such as the initial difficulties with communication and providing identification details, are included but not crucial to the main issue and resolution. Despite this, the summary overall meets the evaluation criteria effectively.\n\nGiven the strengths in conciseness, relevance, coherence, accuracy, and completeness, the summary deserves a high score.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Maintains brevity while covering essential points without unnecessary details\n2. Relevance: Focuses on the core issue (locked email access) and resolution path\n3. Coherence: Follows a logical flow from problem identification through to resolution\n4. Accuracy: Correctly represents the conversation, including the distinction between AFS and LLP accounts\n5. Completeness: Includes both the initial identification process and final resolution\n\nMinor improvements could include mentioning that the employee initially had trouble understanding where to find their employee number, which led to using email for identification instead. However, this is a relatively minor detail that doesn't significantly impact the summary's effectiveness. The summary successfully captures the key interaction points and resolution, making it a highly effective representation of the call transcript.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c5a7abb7-31e5-4075-aad8-b1619f1bbe40",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to resolve an issue with their computer's BitLocker PIN. The employee was locked out of their device after multiple incorrect PIN attempts and was prompted to enter a recovery key. The IT agent guided the employee through a verification process, which included confirming their personnel number, email, office location, and start date. \n\nAfter verification, the agent attempted to generate a BitLocker recovery key but faced delays due to system loading issues. The agent escalated the request to their support team and eventually provided the employee with the 48-digit recovery key. The employee entered the recovery key but initially made an error, requiring the agent to review the key with them. Once the correct key was entered, the employee was able to restart their device and successfully log in using their PIN.\n\nThe issue was resolved, and the agent closed the ticket, requesting feedback via a survey. The call concluded with the employee expressing gratitude for the assistance.",
    "base64_images": [],
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      "call_summarization_score": 0.8518518518518517
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For MyLearning Support, press 3.  For AEH applications such as ARC, ###########, MyWizard Governance, press 4.  #### and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.\nSpeaker 2: For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 3: Repeat.\nSpeaker 2: For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 4: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 5: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to the Gone Phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 4: All agents are currently assisting other callers.  Please continue.\nSpeaker 6: Hi, thank you for calling service desk.  My name is ######.  Can I please have your personal number?  ########.  Let me just confirm this, ########?\nSpeaker 3: Yes.\nSpeaker 6: Okay, thank you.  Let me just pull up your account here in my end.\nSpeaker 3: Thank you.\nSpeaker 6: And please do confirm your Accenture email.\nSpeaker 3: It is ####################################.\nSpeaker 6: Okay, thank you for that, ####.  And ####, can I also have your best callback number just in case we get disconnected and I can call you back?\nSpeaker 3: It is ############.\nSpeaker 6: Okay, thank you.  So, ####, how may I assist you today?\nSpeaker 3: Upon getting the startup menu on my computer where you log in to the beta locker, It is saying my PIN is incorrect and that I've tried it too many times that I needed to contact.  It says, enter the PIN to unlock this device.  When I enter it, it says that I've entered it too many times.  And then I can press escape for fatal lock or recovery.\nSpeaker 6: Okay.  I do apologize.  for the inconvenience, ####.  But don't you worry, since you have me on the line, I'll do my best to assist you with your concern.  So just to confirm you're calling in, because right now you're stuck at the BitLocker PIN page.  You enter it too many times, and now it's asking you for a recovery key.\nSpeaker 3: Correct?  Yeah.  Yeah.\nSpeaker 6: OK.  So for this, ####, I'd be able to generate a BitLocker recovery key for you.  But before that, we need to undergo a verification process first, OK?  OK.  Okay, so let me just confirm, do you have access in Teams?  Do you have Teams on your phone?\nSpeaker 3: Yes, yes.\nSpeaker 6: Okay, that's great.  So I'll be pinging you in Teams, ####.  And once you receive the message, please do provide a reason why you called Service Desk, okay?  Okay.  Okay, I just pinged you, can you please check?\nSpeaker 3: Yes.  I'm messaging back.\nSpeaker 6: Okay, thanks.  Okay, so thank you for confirming that one, ####.  And as part of the verification process, can you please confirm once again your personnel number?\nSpeaker 3: It is #########.\nSpeaker 6: Okay, thank you.  And also please confirm your office location.\nSpeaker 3: ##########, #########.\nSpeaker 6: Okay, thank you.  And how about your official start date with Accenture?  I just need the month and the year.\nSpeaker 3: ###### ####, I believe.\nSpeaker 6: Okay.  Thank you.  So let me just double check that here in my end, okay?  Yes.  Okay.  Congratulations.  You passed a verification process.  So I will now go ahead and generate your BitLocker recovery key.  And for this, can you Provide me the first eight characters of the password ID key that you can see in your screen once you press the escape button.\nSpeaker 3: Hold on just a second.  It's calmed down.  Screen went black.  It's trying to come back on.  He said give you what now?  I'm sorry.\nSpeaker 6: The first eight characters of the password ID key.\nSpeaker 3: #######.  Okay, so it is #######?  Yes.\nSpeaker 6: Okay, I need the first eight characters.\nSpeaker 3: Okay, so I think it's only eight characters.  ####################.  Okay, I'm sorry.  ######################.\nSpeaker 6: Okay, thank you.  Okay, while generating the BitLocker recovery key, ####, is it okay if I put the call on hold for two minutes?\nSpeaker 3: Yes.\nSpeaker 6: Okay, thank you.\nSpeaker 3: Thank you.\nSpeaker 6: Thank you for patiently waiting in the line.  ####, is it okay if you take a picture of the password ID key and send it here in Teams?  Yes.  Okay, thank you.\nSpeaker 3: Take a picture of just what I enter or what are you doing exactly?\nSpeaker 6: The password ID key on your screen right now, on your laptop screen.\nSpeaker 3: Let's see here.  Hold on, just one moment.\nSpeaker 6: Okay.\nSpeaker 3: It's trying to come back.  You know, it logs out or times out, so it's trying to pull back up.\nSpeaker 6: Okay, that's okay.  Just tell me once you already sent it, okay?  Thank you.\nSpeaker 3: And then once I try, do you want a picture of the screen once I try to enter the password?\nSpeaker 6: No.  Once you press the escape button, there is a password ID key, right?  Can you please take a picture of that and send it here in Teams?\nSpeaker 3: Yes.\nSpeaker 6: Okay.  Thank you very much.\nSpeaker 3: Sorry.  Is that what you needed, ma'am?\nSpeaker 6: Okay, thank you.  So, let me just double check here.  and while double checking, let me just put the call on hold for another 2 minutes.  Okay.  Okay.  Thanks.  Thank you for patiently waiting on the line, ####.  ####, can you please confirm once again your recovery key ID for the first eight characters, okay?\nSpeaker 3: It is #######.\nSpeaker 6: You can see it on your screen right now.\nSpeaker 3: Hold on just a second.  Like I said, it keeps timing out, so I might have been late on it just in my guess.\nSpeaker 6: Okay.  It's the recovery key ID.  Just provide the first eight characters.\nSpeaker 3: Okay.  If it comes back up, I will.  Sorry.  It is ########\nSpeaker 6: Okay, thank you.\nSpeaker 3: I thought you were wanting the password that I enter when I log in.  I'm sorry.\nSpeaker 6: That's okay.  Okay, so for this, ####, can you please prepare your paper and pen to write down these 48 digits for your recovery key, okay?\nSpeaker 3: Okay, go ahead.\nSpeaker 6: Okay, just a minute.  I'm still generating it here.  Okay.  Apologies, ####, but my tools is still loading, so let me just reach out to my support so that they will be the one to generate your recovery key, okay?\nSpeaker 3: All right.  Thank you.\nSpeaker 6: Okay.  While reaching out to them, let me just put the phone on hold for another two minutes, okay?  Thank you.  Okay, here is your thank you for patiently waiting on the line.  ####.  Okay, go ahead.  It is #################.\nSpeaker 3: Okay, #######.  What was it?  I'm sorry.  Start back after the #.  You said #\nSpeaker 6: It's #############.\nSpeaker 3: Is that all of it?  ###########.  Okay.  #################################################.\nSpeaker 6: Correct.\nSpeaker 3: That's a very long number.\nSpeaker 6: ################.  There are 48 digits for this.\nSpeaker 3: You said #, #...\nSpeaker 6: ####################.\nSpeaker 3: Okay.\nSpeaker 6: ################.\nSpeaker 3: Okay.\nSpeaker 6: Okay, that's your recovery key.\nSpeaker 3: Okay, so just type that in after the press the escape.\nSpeaker 6: Yeah.\nSpeaker 3: Okay.  ###.  I'm going to put the phone down for just a second.  Hold on just a second.  Make sure I enter it correct.  Okay.  I'm just double checking it here.\nSpeaker 6: Okay.\nSpeaker 3: I think I've left out a number.  I'll put you back on.  Hold on.\nSpeaker 6: Okay.  Tell me once you're able to enter it.  Okay, were you able to enter it now?  Hello?  Hello?\nSpeaker 3: I don't think I entered all the number.  I don't think I, I think I missed a number somewhere.\nSpeaker 6: Okay.  Can you please read it back to me so that we can double check?  Okay.\nSpeaker 3: ####################.\nSpeaker 6: OK, hold on.  OK.  After the #, before the double #, there should be #.\nSpeaker 3: It's ##########################.\nSpeaker 6: Yeah.\nSpeaker 3: OK, let me go back and put that in.  That's the mistake.  Okay, that's enough numbers.  Okay, does your recovery key is correct?  Press restart.  Okay, it's restarting now.  Okay, now it says, please enter PIN to unlock this device.\nSpeaker 6: Okay, enter your PIN.\nSpeaker 3: Okay.  It worked.  Thank you.  Okay.\nSpeaker 6: You're welcome.  So since you're all set now, I'll go ahead and close the ticket here and tag it as resolved.  And upon resolution of the ticket, you may receive the survey via email.  So any feedback would be highly appreciated.  Thank you for calling Service Desk.  Hope and have a great day ahead.  Bye for now.  Take care.\nSpeaker 3: You too, honey.  Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to resolve an issue with their computer's BitLocker PIN. The employee was locked out of their device after multiple incorrect PIN attempts and was prompted to enter a recovery key. The IT agent guided the employee through a verification process, which included confirming their personnel number, email, office location, and start date. \n\nAfter verification, the agent attempted to generate a BitLocker recovery key but faced delays due to system loading issues. The agent escalated the request to their support team and eventually provided the employee with the 48-digit recovery key. The employee entered the recovery key but initially made an error, requiring the agent to review the key with them. Once the correct key was entered, the employee was able to restart their device and successfully log in using their PIN.\n\nThe issue was resolved, and the agent closed the ticket, requesting feedback via a survey. The call concluded with the employee expressing gratitude for the assistance.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the BitLocker PIN, the verification process, the generation of the recovery key, and the resolution of the problem. It maintains relevance by focusing on the key aspects of the interaction without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate and aligns well with the call transcript. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific steps the employee had to take, such as taking a picture of the password ID key. Overall, it provides a fair description of the main concerns and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the key issue of the employee's BitLocker PIN problem and the resolution process. The summary has a clear structure, starting with the problem, describing the verification process, and concluding with the resolution, making it coherent and easy to follow.\n\nThe summary appears to be accurate, matching the information provided in the call transcript. It also provides a complete description of the main problem and its resolution, including the initial issue, the verification process, the delays, and the eventual resolution.\n\nHowever, the summary could be improved by providing more specific details about the cause of the delays and the exact steps taken by the IT agent to resolve the issue. Nevertheless, the summary provides a fair and accurate representation of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (BitLocker PIN lockout)\n2. Accurately describes the verification process\n3. Captures the technical solution process, including the temporary system delays\n4. Notes the initial error in key entry and subsequent correction\n5. Includes the resolution and call conclusion\n\nThe summary is concise yet comprehensive, maintaining a logical flow of events. It focuses on relevant information while excluding unnecessary details like specific numbers or repeated dialogue. The language is clear and professional.\n\nMinor improvements could include mentioning that Teams was used for verification messaging and photo sharing of the password ID key, which were important procedural details. However, these are not critical omissions given the summary's purpose.\n\nThe summary is factually accurate, with no misrepresentations of the conversation or resolution process. It successfully balances brevity with completeness, making it highly effective for documentation purposes.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "61793a05-3ea2-4504-af71-8df2e79f95e6",
    "train_trial_index": 0,
    "predicted_text": "The call transcript involves an interaction between an employee and the company's IT helpdesk. The automated system initially provides instructions in Spanish for accessing support related to passwords, applications, technology, and devices. It also directs users to check if their account has been migrated to a passwordless system via a provided link. Callers are given options to speak with an agent or use self-help resources based on their account status. \n\nThe employee appears to request assistance in English, but the conversation ends shortly after confirming the language preference. The employee decides not to proceed further and ends the call. The helpdesk concludes the interaction with a polite farewell.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 247.0,
      "num_output_tokens": 125.0,
      "inference_runtime": 4.156781435012817,
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      "prompt_truncated": 0.0,
      "call_summarization_score": 0.7777777777777778
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: Para soporte de acceso y contrase\u00f1a, presione cero.  Para soporte de aplicaciones, technology, telecom, y dispositivos m\u00f3viles.\nSpeaker 2: Para verificar si tu cuenta fue migrada a passwordless, por favor ingresa a https://go.passwordless.com/.go.  passwordless.  Si eres passwordless, presiona uno para hablar con un agente o utiliza las opciones de autoyuda del sitio.  Si no eres passwordless a\u00fan, presiona dos.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\nSpeaker 4: English.  Can you please speak in English?\nSpeaker 5: It's just English?  Okay.  No, that's enough.  Thank you.  Goodbye.\nSpeaker 4: Thank you for calling.  Have a nice day.\n</call_transcript>\n<summary>\nThe call transcript involves an interaction between an employee and the company's IT helpdesk. The automated system initially provides instructions in Spanish for accessing support related to passwords, applications, technology, and devices. It also directs users to check if their account has been migrated to a passwordless system via a provided link. Callers are given options to speak with an agent or use self-help resources based on their account status. \n\nThe employee appears to request assistance in English, but the conversation ends shortly after confirming the language preference. The employee decides not to proceed further and ends the call. The helpdesk concludes the interaction with a polite farewell.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call transcript, including the automated instructions in Spanish and the employee's request for English assistance. It is relevant as it focuses on the key aspects of the interaction. The coherence is good, with a clear structure and logical flow. However, there are minor inaccuracies: the summary implies the employee requested assistance in English, but the transcript only shows a brief exchange about language preference without a clear request for help. The summary also omits the detail that the automated system was busy and suggested using the website for solutions. Overall, the summary is fairly complete but could be more precise in reflecting the transcript's details.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the interaction between the employee and the IT helpdesk. The structure and flow of ideas are clear, making it easy to understand and follow, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly represents the information provided in the call transcript, including the automated system's instructions and the employee's request for assistance in English. However, the summary could be improved in terms of completeness, as it does not explicitly state the employee's initial concern or issue that prompted the call, likely due to the call ending prematurely.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript, but could be improved with more detail on the employee's initial concern.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Accurately describes the initial automated Spanish instructions regarding password support and passwordless migration\n2. Correctly notes the system's options for speaking with agents or using self-help resources\n3. Accurately captures the language barrier issue and how it led to the call's conclusion\n4. Maintains good coherence with a logical flow from system prompts to actual interaction\n5. Demonstrates appropriate conciseness while including relevant details\n\nHowever, there are minor areas for improvement:\n- Could have mentioned the \"all agents are currently assisting\" message\n- Could have noted the alternative support option (techsupport.accenture.com) mentioned in the transcript\n\nOverall, the summary provides a clear, accurate, and well-structured account of the interaction, with only minor omissions that don't significantly impact its quality.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "39b64f16-6566-4c5d-9720-2d165bfccc85",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with accessing emails and Microsoft Teams on their iPhone 12. The employee reported being unable to log in and receiving a message stating that password reset was not enabled for their account. The IT agent guided the employee through troubleshooting steps, including using the \"Use an app instead\" option for authentication via the Authenticator app. The employee approved the notification but still experienced delays due to loading issues, potentially caused by a weak internet connection.\n\nThe IT agent advised the employee to retry accessing the apps after ensuring a stable internet connection. A support ticket was created and marked as resolved, with the option to reopen it within 72 hours if the issue persisted. The call concluded with the employee agreeing to follow up if further problems occurred.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1384.0,
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      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8518518518518517
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.  For video conferencing...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless, please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find...\nSpeaker 4: Hi, thank you for calling Service Desk.  My name is #### and would you please give me your phone number, please?\nSpeaker 5: Hi, I'm ###############.\nSpeaker 4: Hello, can you provide me your employee number?\nSpeaker 5: Thank you.\nSpeaker 4: And can you also provide me your full Accenture email, please?\nSpeaker 5: ##################################.\nSpeaker 4: Thank you, #########.  And can you also provide me your contact phone number, please?  ############.  Thank you.  And how can I help you today, #########?\nSpeaker 5: I'm not able to look at my emails or Teams on my phone anymore.  I'm not sure what happened.\nSpeaker 4: Okay, I'm so sorry to hear that, #########, the driving this access issue on Teams or Outlook on the phone.  I know RSVP can definitely help you with this, but may I just confirm, #########, if there's any specific error message that you got when you tried to access it?\nSpeaker 5: We're sorry, you cannot reset your own password because password reset isn't turned on to your account.\nSpeaker 4: Okay, so you've tried to reset your password.  For this one, #########, let me just check your account.  And may I also know what's the model of the phone that you're using right now?\nSpeaker 5: Okay.  iPhone.\nSpeaker 4: I want to say iPhone 12. iPhone 12.  Okay.  Let me see here.  Because regarding with this, #########, when we access Teams or Outlook on the phone or any device, we just use Teams.  an authenticator to access it, not a password.  So can you try right now, #########, to open Teams first and let me know if it's going to ask for a password when you try to log in, please?\nSpeaker 5: Yes, it's asking for my essential password.\nSpeaker 4: Okay.  Since it's going to ask for a central password, #########, can you check below if there's an option there, use an app instead or other ways to sign in?\nSpeaker 5: Yes.  Which one should I click?\nSpeaker 4: Ah, yeah.  Click use an app instead.\nSpeaker 5: Okay.\nSpeaker 4: Okay.  And what can you see after?\nSpeaker 5: I now see my code 16.  Okay.  I'm looking to open my simplification.\nSpeaker 4: All right.  Please approve it.\nSpeaker 5: Okay.\nSpeaker 4: And let me know what happens after.\nSpeaker 5: No, it's just, all I see is 16.  Oh, got it.\nSpeaker 4: Oh, okay.\nSpeaker 5: Okay, but now it's still asking for an essential password.  Password.\nSpeaker 4: After you put the, or approve the notification?\nSpeaker 5: It's actually now just loading.\nSpeaker 4: Oh, okay.  Let's wait for that for a few seconds, #########.  Because when you, after you approve the notification for the Authenticator, #########, you should be able to access the Teams or Outlook.  So let's wait for a few seconds.\nSpeaker 5: Got it.  All right.  Let's see.\nSpeaker 4: Okay.  Is it still loading right now, #########, or were you able to access now?\nSpeaker 5: Still loading.\nSpeaker 4: Still loading.  All right.\nSpeaker 5: So is this how I will enter it now?\nSpeaker 4: Yes, #########.  If ever, it will ask for a password.  So sometimes when we access Teams or Outlook on the phone, sometimes it will ask for a password.  But you should check options below.  if there's use an app instead, and you should click that one.\nSpeaker 5: Got you.\nSpeaker 4: All right.  So are we able to access it now, #########?  Or is this?  It's loading still.  Still loading.\nSpeaker 5: And it could be my internet connection.\nSpeaker 4: Oh, sorry.  You're cutting in and out.  Can you repeat that, #########?\nSpeaker 5: It could be my internet connection.\nSpeaker 4: Oh, yeah.  Oh, yeah.  For that one, #########, if ever that happens due to internet connection, you can just close and try to access it again.  Or you can access it again in a few minutes if your internet connection is strong enough.  for you to access a account or app.\nSpeaker 5: Okay.  I'll give you a call if I'm having any issues.\nSpeaker 4: Yeah, for sure, #########.  And thank you for your time today for giving us a call regarding this.  And I will create a ticket right here, #########, regarding your issue.  I will tag it as resolved.  No worries.  You can reopen it within 72 hours if ever you're still having this issue, okay?\nSpeaker 5: Okay.  Thank you.\nSpeaker 4: All right.  Thank you.  Have a great day ahead.  Bye-bye.\nSpeaker 5: Bye-bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with accessing emails and Microsoft Teams on their iPhone 12. The employee reported being unable to log in and receiving a message stating that password reset was not enabled for their account. The IT agent guided the employee through troubleshooting steps, including using the \"Use an app instead\" option for authentication via the Authenticator app. The employee approved the notification but still experienced delays due to loading issues, potentially caused by a weak internet connection.\n\nThe IT agent advised the employee to retry accessing the apps after ensuring a stable internet connection. A support ticket was created and marked as resolved, with the option to reopen it within 72 hours if the issue persisted. The call concluded with the employee agreeing to follow up if further problems occurred.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with accessing emails and Teams, the troubleshooting steps, and the resolution process. It is relevant, focusing on the main topic of the call. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the key details from the transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial automated messages about high call volume and the phishing page issue, which provide context for the call environment. Overall, the summary is well-done but could include these additional details for completeness.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing emails and Microsoft Teams on their iPhone 12. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence.\n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the troubleshooting steps and the potential cause of the loading issues. The summary also covers the main problems and resolutions discussed in the call, making it complete.\n\nHowever, the summary could be improved by including more specific details about the initial error message the employee received and the exact steps taken to troubleshoot the issue. Nevertheless, the summary provides a fair description of the main concerns and resolutions.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Accurately identifies the core issue (access problems with email/Teams on iPhone)\n2. Correctly describes the troubleshooting steps (using Authenticator app instead of password)\n3. Mentions the loading issues and potential internet connection problems\n4. Includes the resolution and follow-up process (ticket creation with 72-hour window)\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution. It focuses on relevant information while excluding unnecessary details from the transcript. The language is clear and professional.\n\nMinor improvement could be made by mentioning the initial system announcement about \"gone phishing page\" issues with MyKey, which might have been relevant context. However, this doesn't significantly impact the summary's quality since it wasn't directly related to the user's specific issue.\n\nThe summary achieves high marks across all evaluation criteria, with only minimal room for improvement.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "41c9c772-3237-43fb-98d8-cd8a1d7236f1",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk regarding login issues with their system. The employee was unable to log in using the provided password and had been directed to contact the helpdesk after being informed that no manager was assigned to approve their verification process. The employee also mentioned delays in their start date due to this issue and expressed frustration over the lack of resolution despite multiple attempts to resolve it.\n\nThe helpdesk agent confirmed that the issue was already assigned to the local tech support team and assured the employee that the team would reach out to them. However, the agent was unable to provide the incident number or the local tech support team's contact details due to security and verification policies. The employee was informed that the local tech support team would not contact them over the weekend but would follow up on Monday if not resolved by Friday.\n\nThe call concluded with the agent updating the ticket and advising the employee to keep their phone line active for further communication. The employee expressed dissatisfaction with the delays and lack of clarity on next steps.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application... To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use this... Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\nSpeaker 3: Hi, I can say this is #### from CIO Service Desk.  May I have your personal number, please?\nSpeaker 4: Hi.  It's ########.\nSpeaker 3: All right, awesome.  Thank you for this information.  And also, can I ask for your enterprise ID?\nSpeaker 4: It's ################################.\nSpeaker 3: All right, awesome.  Thank you for this information.  And also, can I ask for your best callback number?\nSpeaker 4: It's ############.  All right, awesome.\nSpeaker 3: Thank you for this information.  So I'm happy to be back.\nSpeaker 4: Yeah, hi.  I was just trying to log in into my system for the first time.  I was going through the setup guide.  Using the password that was provided to me, I was unable to log in.  So I just wanted to check on that.\nSpeaker 3: Okay.  Well, I don't really understand your situation here, #####.  But don't worry, I will do my best to help you with this one.  So for this one, upon checking on my end, it seems that you have an open ticket here regarding on the same issue, right?\nSpeaker 4: Yes.  Yeah.\nSpeaker 3: All right, and it's asking for your manager's approval to voucher in this verification process, right?  Mm-hmm, yeah.  So for this one, if I check in here, sorry, go ahead.\nSpeaker 4: Yeah, so what I was told in the company is that currently there's no manager assigned to me to whom I would be reporting within my hierarchy.  And they're asking me to call you guys and then get it rectified as soon as possible.  Yeah.  And also earlier when I had called, they said they have given it to the local tech support.  But when I checked with the local tech support, they're asking me for the ticket number.  I just wanted to know the ticket number.\nSpeaker 3: It was the furthest one.  I do apologize for this one, but I am not able to provide you with the incident number.  But for this one, let me go ahead and check with my resources here on my end.  So is it okay if I can place the call and hold for one at a minute?  Yeah, sure.  All right.  One moment, please.  All right.  Thank you so much for patiently waiting here, ####.  So for this one with the incident number, I do apologize, but I am not able to provide you with the incident number due to verification purposes.  But for this one, once the local tech support called you within today, you can tell them that your manager did not approve your adaptive card to vouch you on this verification process.  And also, On the LTS support team, tell them also that there's no manager to provide you the incident number as well.  All right.  And for this one as well, the ticket is already assigned to the local tech support team, and the local tech support team will reach you out once I update this ticket as well.  And don't worry, I will be inputting also the documentation here that the local tech support team asking for your incident number, but you are not able to provide it because your manager was not approved, I mean, was not able to approve the adaptive card that was sent to your manager as well.  All right?\nSpeaker 4: Yeah.  So, like, may I know the local tech team?  the address for the local tech team for me?\nSpeaker 3: Well, I do apologize as well, ####, but I am not able to provide to you that information due to security purposes.  The only thing you can do is wait for your manager, wait for your local tech support office to reach out to you to proceed with your issue and assist you further as well.\nSpeaker 4: No, because Monday is going to be my first day.  Actually, I was supposed to start on Thursday, but due to the very same reason, it's getting delayed, my start date.  And from past two days, I have been calling and trying to fix this thing.  But I'm not getting any response from anyone.  And my colleagues, when they reached out to the tech team, They are asking for the incident number, but you guys are not ready to give the incident number.  And when I asked for the local tech support address as well, they told me to ask you guys the local tech support address.  So now without any kind of information, I don't know what I'm supposed to be doing.\nSpeaker 3: Also for this one, ####, I can assure that the local tech support team is going to reach you out.  once I update this ticket and input all the documentations that we have done here on our end.  All right?  And please keep your lines active because they were going to reach out on your callback number for this one to assist you further on your issue as well.\nSpeaker 4: Okay.  Just to make sure, like, today is Friday and tomorrow is going to be Saturday and then Sunday.  So will I be receiving a call over the weekend or is it going to be on Monday?\nSpeaker 3: For this one, they will be, if they were not able to reach you out within today, they're going to reach out on Monday.\nSpeaker 4: Okay, so they won't be reaching out to me over the weekend?\nSpeaker 3: They will not reach out over the weekend.\nSpeaker 4: Okay.\nSpeaker 3: All right.  So for this one, I will be updating the ticket now so that you can wait for your local tech support team to reach out to you to assist you further on your issue.\nSpeaker 4: Okay.\nSpeaker 3: All right, so thank you for calling and have a wonderful day.\nSpeaker 4: Yeah, all right.  Thank you.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk regarding login issues with their system. The employee was unable to log in using the provided password and had been directed to contact the helpdesk after being informed that no manager was assigned to approve their verification process. The employee also mentioned delays in their start date due to this issue and expressed frustration over the lack of resolution despite multiple attempts to resolve it.\n\nThe helpdesk agent confirmed that the issue was already assigned to the local tech support team and assured the employee that the team would reach out to them. However, the agent was unable to provide the incident number or the local tech support team's contact details due to security and verification policies. The employee was informed that the local tech support team would not contact them over the weekend but would follow up on Monday if not resolved by Friday.\n\nThe call concluded with the agent updating the ticket and advising the employee to keep their phone line active for further communication. The employee expressed dissatisfaction with the delays and lack of clarity on next steps.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's login issues, the lack of a manager for verification, and the delays in resolving the issue. It is relevant, focusing on the key aspects of the conversation. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the details from the transcript without any misleading content. However, it misses some minor details, such as the employee's repeated attempts to get the incident number and the specific frustration about the lack of response from the local tech support. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's login issues and the helpdesk agent's responses. The summary has a clear structure, making it easy to follow and understand. The information presented is factually correct, with no false or misleading information. However, the summary could be improved in terms of completeness, as it does not fully capture the employee's frustration and the multiple attempts they made to resolve the issue before contacting the helpdesk. Additionally, some details, such as the initial automated messages and the agent's checks on their end, are omitted. Despite these minor issues, the summary overall provides a fair description of the main problems and resolutions.\n\nConsidering these factors, I would rate the summary as follows:",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the employee's login issues and the absence of an assigned manager\n2. Clearly explains the helpdesk's response and limitations (can't share incident number/contact details)\n3. Correctly captures the timeline discussion about weekend/Monday follow-up\n4. Maintains coherent flow from problem description to resolution steps\n5. Includes relevant context about start date delays and employee frustration\n\nThe summary achieves good balance between conciseness and completeness, avoiding unnecessary details while covering all crucial points. It maintains professional tone while accurately reflecting the employee's frustration. The structure is logical, moving from problem description to attempted resolution and next steps.\n\nMinor improvement could be including the initial automated message about MyKey performance issues, though this wasn't directly relevant to the caller's specific issue.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "61604999-8eaa-4515-accc-619637112478",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to install Citrix on their computer. The employee reported that Citrix was not available in the Software Center. The helpdesk agent confirmed the issue and guided the employee through the process of downloading and installing Citrix from an alternative source. The agent provided step-by-step instructions, including downloading the installer, running it as an administrator, and proceeding with the installation.\n\nDuring the call, there were some communication issues due to poor audio quality, but these were resolved. The employee shared their screen to facilitate troubleshooting, and the agent continued to provide guidance. As the installation process was expected to take some time, the agent suggested continuing the process independently and offered to assist further via Teams if any errors or questions arose. The call concluded with the employee agreeing to follow up on Teams if needed. The issue was not fully resolved during the call but was in progress.",
    "base64_images": [],
    "stats": {
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      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8148148148148149
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams, for Technology and Business Application Support, press 1.\nSpeaker 2: For Mobile Communication Support, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue.\nSpeaker 4: Thank you for calling the office.\nSpeaker 5: Hi, this is just your voice is breaking up a little bit.\nSpeaker 4: Sorry, 1 more.  Did you hear me now?\nSpeaker 5: Yes, it's much better now.  Thank you.  Hello, are you there?  Yeah, please provide your employee number.  ########.\nSpeaker 4: And what is your Accenture email?\nSpeaker 5: What is my?  sorry again your voice is breaking up.  What did you ask?\nSpeaker 4: What is your Accenture email address?\nSpeaker 5: #########################.  Thank you ######.\nSpeaker 4: How about your callback number?\nSpeaker 6: ############.\nSpeaker 4: ############ is your callback number, right?\nSpeaker 6: ############.\nSpeaker 4: Thank you.  Yeah, that's what I have.  Okay.  How can I help you this call?\nSpeaker 5: I am trying to install Citrix on my computer.  I went to software center but I cannot find Citrix there.\nSpeaker 4: I apologize for the inconvenience and all the members to help you and we'll find out.  resolution for this case.  To clarify, you are trying to install Citrix, but you don't know the installer.  You try to go to software.accenture.com.  However, it's not there, right?\nSpeaker 5: That's right.\nSpeaker 4: Okay.  One moment.  Let me just check.  I message on Teams, by the way.\nSpeaker 5: Okay, so let me click on that.  Do you want me to share my screen with you just so that you will know what I'm doing?  Okay, so let me share my screen here.  Do you see my screen?  Not yet.  Let me have a second.  OK, so let me click on it.  I did click on that before, so let me click again.  OK, so I'm here.  For Windows 10?  Right.  Should I click on this one?  Hello, are you there?  Yes, please.  Shall I click on this one?  Yes, yes, please.  And then download file, I believe.  Yes, please.\nSpeaker 4: Accept.  Kindly wait.  Okay, almost there.  Go to your download folder.  folder here on the lower part.  Then go to the downloads.  Right click, right click.  Show more options.  As administrator.  Minimize.  Then you will receive the box.  You will see a box asking you to run as administrator.\nSpeaker 5: Hold on just one second.  I'm getting another call.  Sorry, I'm back.  Can you hear me?  I can hear you.  Perfect.  I'm sorry to interrupt you.\nSpeaker 4: After you write the specific workspace, you run it as administrator, right?\nSpeaker 5: Yes.\nSpeaker 4: OK, then you receive this one.  One moment.  Let's wait.  OK.  Please sign up for True Business NES.  Another one.  Okay, almost done.  One moment, if somebody...\nSpeaker 5: Still working.\nSpeaker 4: I think it will take time.  if you can continue it on your end since it will take time.  And then ping me on Teams for questions or clarifications.  I will still assist you.  Let's continue this one on Teams just in case you receive an error if you have or if you have left.\nSpeaker 5: Sure.  So you're saying we can hang up the phone?\nSpeaker 4: Yeah.  And then message me on Teams just in case you receive an error or if you have a clarification, okay?\nSpeaker 5: Sounds good.  Thanks for your help.  Thank you very much.\nSpeaker 4: You're welcome.  Appreciate that.  Yeah, you can go ahead now and continue and then let me know.\nSpeaker 5: Sure.  Thank you.\nSpeaker 4: I appreciate that.  Don't forget that.  Okay.  Because I didn't check if we can close the keys or you still need help.  Okay.  Sure.  Thank you.\nSpeaker 5: Appreciate that.  Thank you.  Bye-bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to install Citrix on their computer. The employee reported that Citrix was not available in the Software Center. The helpdesk agent confirmed the issue and guided the employee through the process of downloading and installing Citrix from an alternative source. The agent provided step-by-step instructions, including downloading the installer, running it as an administrator, and proceeding with the installation.\n\nDuring the call, there were some communication issues due to poor audio quality, but these were resolved. The employee shared their screen to facilitate troubleshooting, and the agent continued to provide guidance. As the installation process was expected to take some time, the agent suggested continuing the process independently and offered to assist further via Teams if any errors or questions arose. The call concluded with the employee agreeing to follow up on Teams if needed. The issue was not fully resolved during the call but was in progress.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with Citrix not being available in the Software Center and the step-by-step guidance provided by the helpdesk agent. It also mentions the communication issues and the resolution plan via Teams, which are relevant details. The structure and flow of the summary are clear and easy to follow. The information is accurate and matches the call transcript, with no misleading details. However, the summary could have included the initial high call volume and performance issues mentioned at the beginning of the transcript, which are relevant to the context of the call. Overall, the summary is comprehensive but could be slightly more complete.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and steps taken during the call. It is relevant to the topic, focusing on the employee's issue with installing Citrix and the helpdesk agent's assistance. The summary is coherent, with a clear structure that makes it easy to follow. The information presented is accurate, matching the details provided in the call transcript. However, the summary could be considered incomplete as it does not mention the initial automated messages and the high call volume due to performance issues with \"my key.\" Despite this, the summary covers the main problem and resolution discussed during the call.\n\nGiven the criteria, the summary scores well in conciseness, relevance, coherence, and accuracy. However, it loses a point for completeness due to the omission of some contextual details from the beginning of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (Citrix installation)\n2. Accurately describes the problem (not available in Software Center)\n3. Captures the troubleshooting steps taken\n4. Notes the audio quality issues that occurred\n5. Correctly describes the resolution path (continuing via Teams)\n\nThe summary is concise while including all relevant details, maintaining good coherence with a logical flow from problem identification to resolution plan. It accurately reflects the conversation without adding incorrect information. The summary also captures important context like the screen sharing and the agreement to continue support via Teams.\n\nMinor improvement could be including the initial automated system navigation and verification process (personnel number, email, callback number), though these are secondary details. The summary effectively balances detail and brevity while maintaining accuracy and readability.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c9e05cac-9a23-41ed-90e9-64a55d585c62",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to obtain a temporary access pass (TAP) for setting up multi-factor authentication (MFA). The employee explained that their manager had approved the request and provided a code, but the helpdesk agent was unable to locate the corresponding ticket number in the system. Despite confirming the ticket number multiple times, the agent could not retrieve the necessary details due to a mismatch or error in the provided ticket number. The agent advised the employee to contact their manager again to verify the correct ticket number. The employee agreed to follow up with their manager and call back once the issue was resolved. The call ended with the agent awaiting the employee's follow-up.",
    "base64_images": [],
    "stats": {
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: for enterprise password.  to check if your account is passwordless please visit go.exe.  if you are unable to log into your pc due to an error the login screen.\nSpeaker 2: hello this is #### from cao.  can i have your ...#########.  Okay, let me just confirm.  It's ###############, is that correct?  ###############.  Got it.  And could you please confirm your Accenture email?\nSpeaker 3: #######, ############# dot #######.  at #############.\nSpeaker 2: Thank you so much for that, ########.  And can I have your call back number?  ############.  Okay, thank you.  Let me just pull up your account.  One moment, please.  And while I'm pulling up your account, ########, how can I help you?\nSpeaker 3: I was, they sent the code to my manager and she just sent me the code for approval so I can get back into work.  So, I was just calling back for the code.\nSpeaker 2: Okay.  All right.  Could you please provide me the incident number?\nSpeaker 3: It is ##########.\nSpeaker 2: Okay, thank you so much for that, ########.  Let me just check this one.  And just to confirm, you're calling in because you need the temporary access pass to set up your MFA and your manager provided it.  Is that the number?  Is that correct?\nSpeaker 3: Yes.\nSpeaker 2: Okay, thank you so much for that.  But no worries, I can definitely help you with this one.  So let me just go ahead and check this one, please.  Okay, could you please confirm again the ticket number, ########, because I'm not able to pull up this one.  Could you please reconfirm?  Seven, six, seven.  I see.  As for checking here, #######, I'm not really able to pull up the ticket number here in our end when your manager approved here in the system.  At the same time, your manager approved here.  However, the ticket number you provided is not match.  create in the system so produce.  ######## could you please reach out again to your manager and to confirm the internet number because i really not able to pull up this one and we need this.  we need that one as part of the verification.\nSpeaker 3: so the imc48388767 is not the number.\nSpeaker 2: Yes, correct.  I'm not able to pull up the ticket number here in my end with your account.  I can see here that your manager approved your issue about the top request.  However, the ticket that you provided is not able to pull up or populating in the system.  So you need to verify the ticket number to your manager and let me try to reconfirm it.  With him or her?  Okay, let me message her back and I will call back.  All right.  Okay.  Thank you so much, ######.  I will be waiting for your call back.  Bye for now.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to obtain a temporary access pass (TAP) for setting up multi-factor authentication (MFA). The employee explained that their manager had approved the request and provided a code, but the helpdesk agent was unable to locate the corresponding ticket number in the system. Despite confirming the ticket number multiple times, the agent could not retrieve the necessary details due to a mismatch or error in the provided ticket number. The agent advised the employee to contact their manager again to verify the correct ticket number. The employee agreed to follow up with their manager and call back once the issue was resolved. The call ended with the agent awaiting the employee's follow-up.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the employee's need for a temporary access pass and the issue with the ticket number. It is relevant, sticking closely to the main topic of the call. The structure and flow are coherent, making it easy to follow the sequence of events. The summary is accurate, correctly reflecting the details of the conversation without introducing any false information. However, it slightly lacks completeness as it does not mention the specific details of the ticket number provided by the employee or the exact nature of the error encountered by the helpdesk agent. Including these details would provide a fuller picture of the issue.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee's issue with obtaining a temporary access pass for MFA setup. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the employee's initial request, the helpdesk agent's inability to locate the ticket number, and the subsequent advice to contact the manager for verification.\n\nThe summary is also complete, providing a fair description of the main problems and resolutions discussed in the call transcript. It does not omit any crucial information or introduce false or misleading details.\n\nOverall, the summary meets all the evaluation criteria, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: It efficiently presents the main points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: All information included directly relates to the core issue of obtaining the TAP for MFA setup.\n3. Coherence: The summary follows a logical flow from problem identification through attempted resolution and next steps.\n4. Accuracy: The details match the transcript precisely, including the inability to locate the ticket number despite manager approval.\n5. Completeness: It covers the full interaction arc - initial request, verification attempt, problem identification (invalid ticket number), and resolution plan (contacting manager for verification).\n\nThe only minor improvement could be mentioning the specific ticket number discussed, but this omission doesn't significantly impact the summary's quality since the number itself isn't crucial to understanding the interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "19c6a561-a456-43d5-9344-13366f4471c2",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to transfer their Okta authenticator to a new phone. After verifying the employee's identity through their personnel number, email, and callback number, the helpdesk agent explained the process. Since the employee could not access Teams on their phone, the agent initiated a request to the employee's manager for approval to proceed with the authenticator registration. The agent clarified that the manager would be contacted via Teams and provided with the callback number. The employee expressed concern about their manager being out of the office, but the agent assured them the request would still be sent. The employee was advised to call back with the ticket number once the manager approved the request, and the agent explained that the ticket would remain open for 48 hours, with the possibility of reopening it within 72 hours if needed. The call concluded with the employee thanking the agent and agreeing to follow up after receiving the ticket number.",
    "base64_images": [],
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor, or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: Hi, good morning.\nSpeaker 4: I'm sorry.  Let me take you off the speaker.  Sure.  Okay.  I'm so sorry.  I didn't ask.  I'm sorry.  I didn't hear what you asked for.  Did you ask for my ID?\nSpeaker 5: Yeah.  Please can I have your personal number?\nSpeaker 4: Okay.  It's #########.\nSpeaker 5: All right, so let me go ahead and pull up our account here in my end, just one moment.  And can I also have your ########## ID?\nSpeaker 4: My Enterprise, is that the number I just gave you?\nSpeaker 5: Can I have your email address for Accenture?\nSpeaker 4: Yes, it's ###############, ###########.  at #############.\nSpeaker 5: Thank you for that, ########.  And in case the call is disconnected, can I also have your call back number?\nSpeaker 4: Yes, it's ############.\nSpeaker 5: Thank you.  So how can I help you today, ########?\nSpeaker 4: I have a new cell phone, so I need to switch my Okta over to my new phone.\nSpeaker 5: All right, so I just wanted to confirm, do you want to change?  Your new phone?\nSpeaker 4: yes.\nSpeaker 5: All right.  Is that for authenticator up?\nSpeaker 4: Yes, yes.\nSpeaker 5: All right.  So, I completely understand that.  But the result, people are happy to see you.  So, for this 1, since we need to register your new phone to authenticator up, so we need to undergo a verification process 1st.  All right, so.  Can I also ask if are you able to access your game through your phone?\nSpeaker 4: No, I cannot.\nSpeaker 5: I see.  All right, so just 1 moment here.  So for this one, ########, what we're going to do right now, I will be sending a request to your manager.  And just to set your expectations, once your manager approves the request, ensure to call us back within 48 hours to avoid ticket closure.  But no worries, we can reopen the ticket within 72 hours.  But if your manager did not approve it within 48 hours, we will forward your ticket on your LTS, or Local Technician Support Office, and they will contact you for further assistance.\nSpeaker 4: Okay.  Can you see who it shows as my manager?\nSpeaker 5: Yeah.  For this one, ########, I will be pinging your manager through Teams.  Since you don't have any access with the teams, so I will be giving her or him the callback number so that they can reach you out and give you the ticket number.\nSpeaker 4: Okay, hon, I am so sorry.  When you asked me about teams, did you mean teams on my phone or teams on my computer?\nSpeaker 5: Yeah, teams on your phone.\nSpeaker 4: Okay, okay.  Can you tell me if it shows #### as the person that you're going to reach out to, though?\nSpeaker 5: We cannot disclose it.\nSpeaker 4: Oh, okay.  I just didn't know if it would go to my manager or my people lead.\nSpeaker 5: Yeah, for a manager.\nSpeaker 4: Okay, because #### is out of the office today.\nSpeaker 5: I see.  Well, that's fine.  So what we're going to do right now, ########, I will be pinging your manager.  All right.  Okay.  And just please stay on the line while I create a request to be sent to your manager.\nSpeaker 4: Okay?\nSpeaker 5: Okay.  Okay.  Thank you.  All right.  Thank you.  Hi, ########.  Thank you for patiently waiting on the line.  So I already sent the request to your manager, and let's just wait for the manager to call you.  And once you have the ticket number, you can call us back, and then we will proceed with the authenticator registration.  Okay?\nSpeaker 4: Okay.  All right.  Sounds good.  Thank you so much.\nSpeaker 5: All right.  Thank you, ########, for calling CIO.  Have a good day.\nSpeaker 4: Bye-bye.  You too.  Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to transfer their Okta authenticator to a new phone. After verifying the employee's identity through their personnel number, email, and callback number, the helpdesk agent explained the process. Since the employee could not access Teams on their phone, the agent initiated a request to the employee's manager for approval to proceed with the authenticator registration. The agent clarified that the manager would be contacted via Teams and provided with the callback number. The employee expressed concern about their manager being out of the office, but the agent assured them the request would still be sent. The employee was advised to call back with the ticket number once the manager approved the request, and the agent explained that the ticket would remain open for 48 hours, with the possibility of reopening it within 72 hours if needed. The call concluded with the employee thanking the agent and agreeing to follow up after receiving the ticket number.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's request to transfer their Okta authenticator to a new phone and the verification process. It maintains relevance by focusing on the key interactions and steps taken during the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details of the call without introducing any false or misleading elements. However, the summary could be slightly more complete by mentioning the initial high call volume and performance issues noted at the beginning of the transcript, which provides context for the call environment. Overall, the summary is well-done but could benefit from a bit more context.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's request to transfer their Okta authenticator to a new phone and the subsequent process. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript. The details about the employee's identity verification, the helpdesk agent's explanation of the process, and the request sent to the employee's manager are all accurately represented.\n\nThe summary is also complete, covering the main problems and resolutions discussed in the call transcript. It mentions the employee's concern about their manager being out of the office and the agent's assurance that the request would still be sent.\n\nOverall, the summary meets all the criteria, with no significant issues or inaccuracies.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: The summary efficiently condenses a lengthy conversation into essential points without unnecessary details.\n2. Relevance: All information included directly relates to the main issue (Okta authenticator transfer) and resolution process.\n3. Coherence: The summary follows a logical flow from problem identification through the solution steps and next actions.\n4. Accuracy: The details match the transcript precisely, including the timeframes (48/72 hours), verification steps, and manager approval process.\n5. Completeness: The summary covers all crucial aspects - initial problem, identity verification, solution process, and next steps.\n\nMinor improvements could include mentioning that if the manager doesn't approve within 48 hours, the ticket would be forwarded to Local Technician Support Office. However, this is a secondary detail and doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "7a310a7d-6627-4b7e-9f67-d18c063c073c",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the company's IT helpdesk to return their company-issued laptop while on I-9 leave. The employee explained that their advocate advised them to contact the CIO helpdesk for guidance on the return process. The helpdesk agent confirmed the request and explained the steps for returning the laptop. \n\nThe agent asked if the employee had access to Microsoft Teams to receive a link to the required form. After confirming the employee's access, the agent sent the form and instructions. The agent clarified that some information needed to complete the form might require input from the employee's manager or project lead. Once the form is submitted, the employee will receive a shipping label to return the laptop to their local office. \n\nThe employee confirmed understanding of the process and asked for clarification on which manager to contact for the required information. The agent confirmed that either the project manager or people lead could assist. The call concluded with the agent marking the ticket as resolved and requesting feedback via a survey. The interaction was professional and resolved the employee's issue effectively.",
    "base64_images": [],
    "stats": {
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, MyConcerto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other calls.\nSpeaker 4: Hi, this is ### from CIO Service Desk.  May I have your personnel number, please?\nSpeaker 5: Yeah, it's ########.\nSpeaker 4: Okay, just to confirm, the last four digits of your personnel number is ####, is that correct?\nSpeaker 5: Yes, yeah, yeah, ####.\nSpeaker 4: Okay, and how about enterprise ID or Accenture email?\nSpeaker 5: It's #################################.\nSpeaker 4: Okay, thank you so much ######## and your callback number as well please.\nSpeaker 5: Sorry?\nSpeaker 4: Your callback number.  Yeah, it's ############.  Okay, perfect.  So yep, let me just go ahead and try to pull up your account here.  One moment please.  Okay.  And by the way, how can I help you today?\nSpeaker 5: Yeah, so actually I'm on my I-9 leave right now, and my advocate suggested that I should be returning my Accenture laptop.  So she mentioned that I should call the CIO helpdesk and they can assist me with those things.\nSpeaker 4: Okay, I see.  So by the way, #########, I understand that you want to return your asset, or I mean your laptop.  And don't worry, since you got me here on the line, I am more than happy to assist you with this one, okay?  So, you're very much welcome.  By the way, ########, may I ask if you have access to your Microsoft Teams?  Because I need to send you a link where you can submit a form for this laptop return, and then they will be providing you a return label to ship back your laptop to your local office.\nSpeaker 5: Okay, yeah.\nSpeaker 4: Yeah, I don't have access to my team.  Okay, so I'm going to send you the link and I mean the forms.  So by the way, is it okay if I put this call on hold first for about two minutes and I'll get back to you?\nSpeaker 5: Yeah, sure you can.\nSpeaker 4: Okay, one moment please.  Hi, ######, I already sent the steps on how to return your machine.  And then, yeah, I just sent the forms as well that you need to fill up.  And there's some information there that only your manager or supervisor knows.  And you can ask them those information if you are unable to fill up the form.  So are you able to receive my message?\nSpeaker 5: Yeah, I can see your list now.\nSpeaker 4: Click on the list.  Okay, perfect.\nSpeaker 5: And when you say certain information is only with my manager, so will it be my...the project manager where I was assigned to, or will it be my... the people lead?\nSpeaker 4: Once you submitted this form, I think you can advise your people lead or your project manager about this.\nSpeaker 5: Okay.\nSpeaker 4: Okay.  So yeah, you'll just need to fill up this form and then a shipping label will be sent to you to return your machine back to your local office, okay?  Okay, so when I select this online form, it will take care of it, right?  I don't have to send an email or shoot an email or something to anyone else?  Actually, once you submitted that form, there's an email that will be sent to you in regards to the shipping logo that you can use to return the machine to your local office.\nSpeaker 5: Okay, okay.\nSpeaker 4: Okay.  So yeah, I think we're all set now, ########.  Yes.  Okay, perfect.  So yeah, we will tag your ticket here as resolved now, and you look at the survey by email, then your feedback is highly appreciated, okay?  Yes, thank you so much.  You're very much welcome.\nSpeaker 5: Bye.\nSpeaker 4: Bye.  Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the company's IT helpdesk to return their company-issued laptop while on I-9 leave. The employee explained that their advocate advised them to contact the CIO helpdesk for guidance on the return process. The helpdesk agent confirmed the request and explained the steps for returning the laptop. \n\nThe agent asked if the employee had access to Microsoft Teams to receive a link to the required form. After confirming the employee's access, the agent sent the form and instructions. The agent clarified that some information needed to complete the form might require input from the employee's manager or project lead. Once the form is submitted, the employee will receive a shipping label to return the laptop to their local office. \n\nThe employee confirmed understanding of the process and asked for clarification on which manager to contact for the required information. The agent confirmed that either the project manager or people lead could assist. The call concluded with the agent marking the ticket as resolved and requesting feedback via a survey. The interaction was professional and resolved the employee's issue effectively.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's request to return a company-issued laptop and the steps provided by the helpdesk agent. It maintains relevance by focusing on the key aspects of the interaction without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details of the call transcript correctly. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific issue with \"my key\" that was mentioned at the beginning of the call. Overall, it provides a fair description of the main concerns and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's request to return their company-issued laptop and the helpdesk agent's guidance on the process. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, with no apparent false or misleading information. The summary also provides a fair description of the main problem (the employee's need to return their laptop) and the resolution (the agent's guidance on the return process), making it complete.\n\nOverall, the summary meets all the criteria for a high-quality summary, with no significant areas for improvement.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately presents the main purpose (laptop return during I-9 leave)\n2. Clearly outlines the process (form submission and shipping label)\n3. Includes important details about manager involvement\n4. Maintains chronological flow of the conversation\n5. Captures the resolution and conclusion\n\nThe summary is concise while including all relevant information. It's well-structured, moving logically from the initial request through the solution process to the conclusion. The information is accurate, matching the transcript without any misrepresentations. It's complete, covering both the problem and resolution.\n\nMinor improvements could include mentioning the initial automated message about system issues with \"my key\" for context, though this wasn't directly relevant to the main interaction. The summary effectively balances detail and brevity while maintaining clarity and accuracy.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "dc45dfdd-f705-4ee2-a729-4deb35ea4441",
    "train_trial_index": 0,
    "predicted_text": "The employee contacted the IT helpdesk after being locked out of company applications, including Office 365 and OneDrive, due to a \"conditional access\" issue. The employee's device was flagged as non-compliant, likely due to pending approval for Adobe Creative Cloud software, which was unrelated to their primary work needs. The helpdesk agent confirmed the issue and explained that the device's non-compliance status was blocking access to company resources.\n\nTo resolve the issue, the agent initiated a remote troubleshooting session and escalated the case to a Level 2 technician. The employee was guided to download and run a remote access tool, allowing the Level 2 technician to take over the session. The agent transferred the case to the Level 2 team and advised the employee to communicate with the technician via the remote session chat box. The call concluded with the employee awaiting further assistance from the Level 2 technician to remediate the issue and restore access.",
    "base64_images": [],
    "stats": {
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, #### and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you...\nSpeaker 4: Hi, thank you for calling Service Center.  Can I have your employee number, please?\nSpeaker 5: I don't know my employee number offhand and I'm locked out of the portal, so I can't look it up.\nSpeaker 4: All right, I understand.  Can you provide me your Accenture email and send?\nSpeaker 5: Yeah, it's #######, #############  #####, ######### at Accenture.\nSpeaker 4: Thank you.  All right, I got it.  Thank you so much, #######.  Let me go ahead and pull up your account.  And then can I have your callback number, please?\nSpeaker 5: My mobile number?\nSpeaker 4: Yes, correct.  Oh, callback number.\nSpeaker 5: Yeah, #########.\nSpeaker 4: Okay.  ####.\nSpeaker 5: ####.\nSpeaker 4: Okay.  Let me confirm.  It is ##########, right?\nSpeaker 5: Yep.  Correct.\nSpeaker 4: Thank you so much, #######.  And let me check your account.  Give me one second.  You're loading.  All right, and #######, how can I help you?\nSpeaker 5: Yeah, so there's basically my OneDrive, almost anything that I could log into.  It's saying that I can't access this right now, but my sign-in was successful, but it does not meet the criteria to access the resource.  And then when I click... I'm sorry, when I click into more details... Oh, do you see it?\nSpeaker 4: Yes, go ahead, #######.\nSpeaker 5: Oh, okay.  So, when I click into more details, it does say my device is compliant.  It gives a bunch of information, but it doesn't tell me what's going on.\nSpeaker 4: All right.  Apologies for the inconvenience, #######, regarding with this.  No worries.  I'm here to help.  So, #######, split-checking here.  Check.  The error message that you have encountered right now is regarding with the conditional access.  It means your machine is status net compliant, but you mentioned earlier that when you try to check, your machine is currently compliant.  Am I correct?\nSpeaker 5: There is one.  So, when I check the support page, because I'm at least able to get there, it is.  looking for like an Adobe Creative Cloud, that's the only thing that's not compliant.  But yeah, it's not, like I'm waiting for, I put in a case, I'm waiting for approval for the software requirement, but it locked me out of everything else.  And that's not something that I need, like to do my regular work.  It's something that I need for a plus one.\nSpeaker 4: All right, I understand about that one.  #######, so #######, just to make sure here, you called in because you weren't able to log into any of the Accenture site right now or application.  Am I correct?  Like under Office 365?  Okay.  So as we're checking here, #######, I tried to check regarding with the status of your account.  Your account is currently under conditional access.  When we say conditional access, your machine is currently tagged as not compliant.  And that is the main reason why you are blocked from accessing any application under Accenture.  So what we need to do for this is we need to do a remediation of your machine.  We need to undergo a further troubleshooting.  And after the troubleshooting, which is to update some software program on your end.  So after that, we'll be.  I mean, yeah, we will remove you from the conditional access and after removing you from the conditional access, you'll be able to log in again to the application or access to any Accenture site.  Okay, are you available for about like 30 to 40 minutes?\nSpeaker 5: Yeah, that's all.\nSpeaker 4: Manual remuneration of your machine.  So yeah, so for the process about this one, #######, I'll be like I'm going to find a Level 2 technician who can do the troubleshooting on your end since they have the tools to do that.  So right now, we need to connect through the remote session.  Can you please open a browser right now and then just tell me once you're on the browser?\nSpeaker 5: Yeah, I have one open.\nSpeaker 4: Okay, can you please type in 123 Rescue?\nSpeaker 5: 123 what was the last part?\nSpeaker 4: 123 rescue.com. R-E-S-C-U-E.com\nSpeaker 5: Okay.  Okay, and then it's asking for a PIN code.\nSpeaker 4: Yeah, I'll be providing you the PIN code.  #######.  Okay.  And after that, #######, please click download.\nSpeaker 5: Okay.  Okay, now it just says waiting for the technician.\nSpeaker 4: Okay, let me go ahead and connect one moment.  And please click.  okay, #######, if there is a prompt for me to connect.  Okay.  So that I can go ahead and connect on your end.  Okay.\nSpeaker 5: Okay.\nSpeaker 4: One second.  So, #######, is that okay if I place the call on hold for two minutes for me to find a level two now?  Okay, thank you so much.  And kindly stay on the line, okay?\nSpeaker 5: Okay.\nSpeaker 4: Hi #######, thank you so much for patiently waiting on the line.  Right now, I already reached out to the Level 2 and I have already reported your issue to wait for a few seconds for them to check and then once they're checking, they will provide me a specific technician and then I'll go ahead and transfer this session to the Level 2 and then once you are with the Level 2 #######, Just a heads up, the Level 2 is only available through this chat box here, so you can utilize the remote chat box to interact with the Level 2 technician if you have to, or if you want to, like, ask them some questions, okay?\nSpeaker 5: Okay.  All right, no problem.\nSpeaker 4: Yeah, and then while we're waiting, #######, I'll go ahead and initiate another session here.  since we need to run this, I mean, we need to run this one as administrator for them to be able to control your machine.  So give me one moment to control, okay?\nSpeaker 5: Okay, no problem.  Oh, I have multiple screens up.  Hold on one second.\nSpeaker 4: All right, no worries.  Go ahead.\nSpeaker 5: Yeah, there you go.\nSpeaker 4: Okay, thank you.  We will open another session here.  Download.  After this, we will go to Downloads folder.  Then run this one as Administrator.  Two more options.  Run as Administrator, Accenture Business, and then EES.  Okay, and it will open another session for the level two.  And then right now, #######, I have a available technician, so later on, like a few seconds, I'm going to transfer this remote session to your level two technician, okay?\nSpeaker 5: Okay.\nSpeaker 4: All right, so I'll be transferring this one right now to One second.  #########.  Okay.  Okay.  All right.  And please confirm to me if you are with the Level 2, okay?\nSpeaker 5: Okay.\nSpeaker 4: Since I already transferred the session.\nSpeaker 5: I haven't gotten anything yet.\nSpeaker 4: Okay, hold on.\nSpeaker 5: Okay, now, now, I'm definitely transferred over.\nSpeaker 4: Yes.  Okay.  Okay.  ######## is currently starting the remote session on your end, so yeah.  I hope your issue, #######, will get resolved later on, and then we're going to wrap up the call right now, since you will stay on the remote, okay?  And please, you can communicate with the chat box.  All right.  Bye for now, #######, and thank you so much for your time.  And say thank you for your help.  Bye-bye.  Yeah, you're welcome.  Bye-bye.\n</call_transcript>\n<summary>\nThe employee contacted the IT helpdesk after being locked out of company applications, including Office 365 and OneDrive, due to a \"conditional access\" issue. The employee's device was flagged as non-compliant, likely due to pending approval for Adobe Creative Cloud software, which was unrelated to their primary work needs. The helpdesk agent confirmed the issue and explained that the device's non-compliance status was blocking access to company resources.\n\nTo resolve the issue, the agent initiated a remote troubleshooting session and escalated the case to a Level 2 technician. The employee was guided to download and run a remote access tool, allowing the Level 2 technician to take over the session. The agent transferred the case to the Level 2 team and advised the employee to communicate with the technician via the remote session chat box. The call concluded with the employee awaiting further assistance from the Level 2 technician to remediate the issue and restore access.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with conditional access and the steps taken to resolve it. The information is relevant and focuses on the key aspects of the call, such as the non-compliance issue and the escalation to a Level 2 technician. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. It is also accurate, reflecting the details of the call transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial high call volume and the employee's inability to provide their personnel number, which are minor but relevant details. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with being locked out of company applications and the steps taken to resolve it. The summary has a clear structure, starting with the problem, explaining the cause, and then describing the actions taken to resolve it, making it coherent and easy to follow.\n\nThe summary appears to be accurate, matching the information provided in the call transcript. It also provides a fair description of the main problem and the resolution, making it complete. The only potential improvement could be adding more specific details about the cause of the non-compliance issue, but overall, the summary effectively conveys the necessary information.\n\nGiven these strengths, the summary scores high on all the evaluation criteria.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (conditional access/compliance problem)\n2. Identifies the cause (device non-compliance due to Adobe Creative Cloud)\n3. Accurately describes the resolution process (remote troubleshooting and Level 2 escalation)\n4. Maintains logical flow and coherent structure\n5. Includes relevant technical details without being overly technical\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while retaining important context. It accurately represents the conversation flow and technical steps taken. The language is clear and professional.\n\nMinor improvement could be made by mentioning the estimated troubleshooting time (30-40 minutes) mentioned in the call, but this is not critical to understanding the interaction.\n\nThe summary successfully balances detail with brevity while maintaining accuracy and relevance, making it highly effective for documenting the support interaction.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "21b0ea32-fc29-40f8-9649-d1c5aade7780",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee (Speaker 4) contacting the company's IT helpdesk (Speaker 3) to follow up on a password reset request. The employee mentioned that they were informed earlier that an email would be sent to their manager for approval, but the manager claimed not to have received it. The helpdesk agent confirmed that the request had been sent to a specific manager but had not yet been approved. The agent explained that if the manager does not approve the request within 48 hours, the ticket will be reassigned to the local tech support team for further assistance. The employee expressed urgency as they needed access by Monday. The agent advised the employee to wait for updates from their management team and concluded the call.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with my key.  when users attempt to log in They are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.\nSpeaker 3: Hi, this is CIO Service Desk.  Can I have your employee number?\nSpeaker 4: Hi.  It's ########.\nSpeaker 3: Thank you.  And also, please confirm your phone number.\nSpeaker 4: It's ############.\nSpeaker 3: Thank you.  And also, please confirm your enterprise ID.\nSpeaker 4: It's ######################.\nSpeaker 3: Thank you.  So what do you say, #####?  How can I help you today?\nSpeaker 4: Hi.  I had earlier called regarding resetting my password.  And they had asked me that.  I mean, they had told me that they would be sending a mail to my manager.  But my manager said that he hasn't received any mail.  So I just wanted to check on that.\nSpeaker 3: Regarding this one, I don't apologize for this inconvenience, but since you've already sent a request to your manager, but as of this moment, your manager didn't receive any request, am I correct?\nSpeaker 4: Yes.\nSpeaker 3: Okay.  So regarding this one, can I put a call on hold for about two to three minutes?  I need to check my resources regarding this one.\nSpeaker 4: Okay.  Sure.  Yeah.\nSpeaker 3: Thank you.  Please stay on the line.\nSpeaker 4: Okay.\nSpeaker 3: Thank you for patiently waiting on the line, #####.  Okay, regarding this one, #####, I'm still waiting for advice from our support regarding this one.  We'll be putting the colonel again for about two to three minutes.\nSpeaker 4: Okay, sure.\nSpeaker 3: Thank you.  Please stay on the line.\nSpeaker 4: Okay.\nSpeaker 3: Okay, thank you for patiently waiting on the line, #####.  Okay, regarding this one, #####, as per checking.  The request that we sent to your manager was not yet approved by the specific manager.  So for this one, we need to wait for this manager to approve your request.  And once he approves the request, he will reach out and then he will provide you the incident number.\nSpeaker 4: Yeah, but my manager said that he hasn't received any requests.  I just wanted to check.  He also asked me to give his email ID to you guys.\nSpeaker 3: OK.  Regarding this one, #####, we sent a request to a specific manager.  If your manager cannot receive the request, then give me one moment.  OK.  Regarding this one, #####, we cannot provide you the exact name of the manager, the manager that we sent the request.  And for this one, we need to wait for your manager to approve this request.  Because we send a specific request to a specific manager also.  So we need to wait for this one.  And once your manager will not approve the request within 48 hours, then we need to reassign your ticket to your local tech support, and then your local tech support will be the one that will assist you personally regarding this concern.\nSpeaker 4: Okay.\nSpeaker 3: Okay?\nSpeaker 4: Yeah, because this is over the weekend, and then from Monday I have to start, so...\nSpeaker 3: Yes.  So please wait for the update from your management team.  Thank you and bye for now.\n</call_transcript>\n<summary>\nThe call involved an employee (Speaker 4) contacting the company's IT helpdesk (Speaker 3) to follow up on a password reset request. The employee mentioned that they were informed earlier that an email would be sent to their manager for approval, but the manager claimed not to have received it. The helpdesk agent confirmed that the request had been sent to a specific manager but had not yet been approved. The agent explained that if the manager does not approve the request within 48 hours, the ticket will be reassigned to the local tech support team for further assistance. The employee expressed urgency as they needed access by Monday. The agent advised the employee to wait for updates from their management team and concluded the call.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, making it easy to understand. It captures the key issue of the password reset request and the follow-up actions taken by the helpdesk agent. The information is relevant and directly related to the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas. It accurately reflects the content of the call transcript without any false or misleading information. However, it misses some minor details, such as the initial instructions provided by Speaker 1 and the high call volume mentioned by Speaker 2, which could provide additional context. Overall, the summary provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their password reset request and the helpdesk agent's response. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript. The summary also provides a fair description of the main problem and resolution, meeting the completeness criterion.\n\nHowever, the summary could be improved by including more specific details, such as the initial automated messages and the employee's personnel number being requested. Nevertheless, these details are not crucial to understanding the main issue and resolution.\n\nOverall, the summary is well-written, and its strengths outweigh its weaknesses.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: It efficiently presents the main points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: All information included directly relates to the password reset request and approval process.\n3. Coherence: The summary follows a logical flow from the initial problem through the explanation and resolution steps.\n4. Accuracy: The summary correctly represents the conversation, including the manager's non-receipt of the email, the 48-hour timeline, and the escalation process to local tech support.\n5. Completeness: It covers both the problem (password reset request and manager's missing email) and the resolution path (waiting for approval or escalation to local tech support).\n\nMinor improvement could have been mentioning the initial automated system messages about passwordless authentication and high call volume, though these weren't central to the main interaction. Overall, the summary effectively distills the key points while maintaining accuracy and clarity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "4f613b43-abd5-4204-bcdd-c7479f183e2d",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to reset their password. The employee explained that the initial password provided to them was not working, and they were unable to reset it themselves. The helpdesk agent, Algen, reviewed the employee's incident ticket and noted that the issue had already been escalated to the local office team for resolution. The employee clarified that they had not visited the local office but had been communicating with their manager, who had not received the required authorization email to approve the password reset.\n\nThe helpdesk agent confirmed that the ticket was assigned to the local team, who would handle the verification and reset process. The employee was advised to visit the local office for further assistance, as the manager's authorization was still pending. Since it was Friday, the employee decided to address the issue on Monday. The call concluded with the helpdesk agent reiterating the need to follow up with the local office for resolution.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business, to check if your account is passwordless, please visit go.accenture.com.  Please enter your 8-digit personnel number so we can locate your details.  If you are...\nSpeaker 2: The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue dialing.\nSpeaker 3: Hello.  Thank you for calling CIO Service Desk.  This is Algen.  Can you provide to me your personnel number or your employee ID number?  Yes, it's ########.  Permit me to confirm, ########, and after that?  ###.  That would be ###?\nSpeaker 4: No, ###.\nSpeaker 3: Okay, ###.  So permit me to confirm, ###########.\nSpeaker 4: Yes.\nSpeaker 3: Thank you.  I'll now go ahead and check your account.  Can you provide to me your callback number?\nSpeaker 4: It's ############.\nSpeaker 3: Thank you.  And your Accenture email?\nSpeaker 4: It's ################################.\nSpeaker 3: Thank you so much, #####.  And how can I help you today?\nSpeaker 4: Yeah, I was trying to reset my password.  I wanted help for that.\nSpeaker 3: OK.  I understand you did say ####, but since you have me on the line, we'll do our best to help you regarding what you're concerned.  So for me to confirm, you wanted to reset your own password, but you were not able to, right?\nSpeaker 4: Yes.\nSpeaker 3: OK.  So is there any error message that you are receiving upon resetting your own password?\nSpeaker 4: Yes, so I was provided with a password to log in.  But when I enter the password, it says the password is incorrect.\nSpeaker 3: Okay, I don't understand.\nSpeaker 4: Yeah, but I don't have the option to reset it.\nSpeaker 3: Okay, I don't understand it.  So, as per check-in here, there is an open incident ticket number.  As we're checking with this open incident ticket number, the other representative has guided you or has helped you to reset the password, but still the same issue.  So can I put you on hold for at least a minute while I check here with your ticket number?  Sure, yeah.  Thank you.  Hello.  Thank you for waiting on the line, #####.  So I speak second here with the incident ticket.  Do you have mentioned with the other representative that you will be going to the office for the password reset, right?\nSpeaker 4: No, not really.  So what I was told was that one of my managers should be authorizing it.  But when I checked with my office they said that like there's no higher manager who I would be reporting to.  So they asked me to like call you guys and reset it because this is my first time trying to create my profile on myid.accenture.com.\nSpeaker 3: Okay.\nSpeaker 4: Yeah, and the password that was provided to me to begin with, it says it's incorrect.  So that's the reason, yeah.  And I haven't heard back from anyone.  Also, I told me that someone would contact me within an hour, but nobody has contacted me.\nSpeaker 3: I don't understand with this.  So as per check-in, you already open incident ticket.  Since you have \u2013 since you \u2013 for me to confirm, you went to the local office and they have mentioned that you have no higher manager that could be \u2013 that you are reporting to that could be able to vouch for you, right?  Yeah.\nSpeaker 4: That's what I told, but according to what I understand is my manager is ########, but When I spoke to him, he told that he didn't receive any email for authorization.  So I don't understand who has received the email for authorization yet.\nSpeaker 3: So for me to confirm, #####, did you go to the local office?  No, I haven't gone to the local office, but we have been communicating over the phone.  Since as per checking here with a ticket, with a conversation with the other representative, you have mentioned that you will be going to the local office.  Because by going to the local office, they will be the one to reset the password for you if you insist to go with the office.  So that is why we have provided the tickets to the local team to further check for the verification with your issue.\nSpeaker 4: Okay.  So I just have to go to the office and check with the local team?\nSpeaker 3: Yes.  Since as per check-in here with a ticket, you have insisted to go to the local office.  Because by going to the local office, they will be the one to reset the password for you.  And also, as per check-in here with this vouching request that has been sent to your manager, it is not approved yet.  And within the 48 hours, if the manager vouching is still not approved, we will be directly assigning the ticket again or directly to the local team, and they will be the ones to verify you.\nSpeaker 4: Okay.  Is it not already handed over to the local team?\nSpeaker 3: Okay.  As per check-in here, the ticket is now assigned to the local team, and they are now checking.  or they are now verifying this on their end.  Since we have seen a spread check-in here with a ticket with the other representatives, you have insisted to go to the local team.  So, that is why we have provided or we have provided a ticket to them.\nSpeaker 4: Okay.\nSpeaker 3: Okay.  So, if you have... Okay.\nSpeaker 4: Since it's Friday, I don't think now I'll be able to do it.  Probably, I have to try this on Monday then.\nSpeaker 3: I do understand with this.  So just directly go to the local office.  so we follow the process since you have insisted to go there so that our support can directly assist you to reset your password, okay?  Okay, got it.  Thank you so much.  Have a great day, #####.  Thank you.  And bye for now.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to reset their password. The employee explained that the initial password provided to them was not working, and they were unable to reset it themselves. The helpdesk agent, Algen, reviewed the employee's incident ticket and noted that the issue had already been escalated to the local office team for resolution. The employee clarified that they had not visited the local office but had been communicating with their manager, who had not received the required authorization email to approve the password reset.\n\nThe helpdesk agent confirmed that the ticket was assigned to the local team, who would handle the verification and reset process. The employee was advised to visit the local office for further assistance, as the manager's authorization was still pending. Since it was Friday, the employee decided to address the issue on Monday. The call concluded with the helpdesk agent reiterating the need to follow up with the local office for resolution.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the password reset, the involvement of the local office team, and the pending manager's authorization. It maintains relevance by focusing on the key aspects of the conversation. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate and aligns with the details in the transcript. However, the summary could be slightly more complete by mentioning the employee's frustration with not receiving a callback and the specific instructions given by the helpdesk agent about visiting the local office. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with password reset and the helpdesk agent's guidance. The summary has a clear structure, making it easy to follow and understand, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the employee's initial issue, the involvement of the local office team, and the pending manager authorization. The summary also captures the resolution, which involves the employee visiting the local office for further assistance.\n\nHowever, the summary could be considered slightly incomplete as it does not mention the initial confusion regarding the employee's manager and the communication gap about the authorization email. Despite this, the summary covers the main concerns and the proposed resolution fairly well.\n\nGiven these considerations, the summary scores well across the criteria, with only a minor deduction for completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately presents the initial problem (password not working)\n2. Correctly describes the confusion regarding manager authorization\n3. Properly explains the resolution path (visiting local office)\n4. Maintains coherence by presenting events in logical order\n5. Includes relevant context about timing (Friday/Monday)\n\nThe summary is concise while including all crucial details. It maintains good flow and readability without unnecessary technical jargon. The information is accurate to the transcript, though it could have mentioned that the manager vouching request had a 48-hour window for approval. The summary effectively captures the back-and-forth nature of the conversation and the ultimate resolution path.\n\nMinor improvement could be made by mentioning this was the employee's first time creating their profile on myid.accenture.com, which provides important context for the situation.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "d2df77c7-e3e4-4a53-812f-8f712baa4e2e",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT helpdesk support to resolve an issue with enabling macros in an embedded Excel file within a PowerPoint presentation. The employee explained that every time they attempted to download the file, they received a Microsoft Excel security notice stating that macros had been disabled by the Enterprise Administrator for security reasons. Despite the file being internal and used for years, the issue persisted only for this user, while others in their team and organization did not face the same problem.\n\nThe IT support agent requested the employee's details, including their personnel number, email, and callback number, and asked for a screenshot of the error via Microsoft Teams. After initial troubleshooting, the agent escalated the issue to level two support and initiated a remote session using 123rescue.com to investigate further. The employee was allowed to continue working while the agent conducted the troubleshooting remotely. The call concluded with the agent confirming that further communication would occur via the remote session chat.",
    "base64_images": [],
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      "call_summarization_score": 0.8518518518518517
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.  For technology and business application support, press 1.  For mobile, please enter your 8-digit personnel number so we can locate your details.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to the VON phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting at...\nSpeaker 3: Hi, this is ####### from CIO.  May I have your personal number, please?\nSpeaker 4: Sure.  It's #########.\nSpeaker 3: ########, is that correct?\nSpeaker 4: Yes.\nSpeaker 3: How about your Accenture email address?\nSpeaker 4: It's #############.\nSpeaker 3: And actually, how about your callback number?\nSpeaker 4: Well, my regular phone number is ############. we have to, like, shut my PC down or something, I won't receive calls.  And in that case, my mobile number is ############.\nSpeaker 3: Sorry, I'm sorry, ############.  Is that correct?  ############.  Got it.  Thank you for that, #####.  How can I help you today?\nSpeaker 4: I'm calling because I keep having problems.  There's a file.  It's an internal Accenture file from the Knowledge Exchange.  I'm trying to download.  It's embedded in a PowerPoint file, and I need to enable the macros.  And every time I try to download it, I keep receiving a Microsoft Excel security notice.  It says Microsoft Office has identified a potential security concern.  Macros in this document have been disabled by your Enterprise Administrator for security reasons.  And it says macros in this document have been disabled by your Enterprise Administrator for security reasons.  And the only option is to disable macros.  But I don't want that.  I want to enable the macros.  And I'll just clarify again.  This is an internal Excel file from the Knowledge Exchange.  It's not an external or corrupted file.\nSpeaker 3: I see.  My apologies for the inconvenience there, actually, but since you got on the line, I'll try my best to help you out with that specific concern.  So, is it possible if I can ping you on Teams and then you can send me the screenshot of the error for me to reference?  Yeah, sure.\nSpeaker 4: Of course.\nSpeaker 3: All right.  One moment.  Let me just ping you on Teams.  Is it the first time that it happened?\nSpeaker 4: No, it happens every single time I use this file, and I've been using it for about seven years.  So, let me get a screenshot.\nSpeaker 3: All right.\nSpeaker 4: So, in the screenshot, I've already gone into the Excel file.  I mean, I'm sorry, the PowerPoint file, and the Excel file is embedded in there, and you double-click on it to download it.  And then when I do that, that's when it keeps coming up with this error message, and the file won't work unless I can enable the macros.  All right.\nSpeaker 3: Let me check.  So every time you download it, I mean, download any file, it appears.\nSpeaker 4: Well, not any file, just this one.\nSpeaker 3: Oh, okay then.  Let me double check on this one.  Can I please hold on for 10 minutes?  Yeah, sure.  Go ahead.  Thanks.  I don't know, #####.  I'm still checking this one with our level two support.  Is it okay if I keep it to hold for today?  Yes.  Thank you.  Hello, #####.  Thank you for patiently waiting.  I may ask, are you the only one who is getting this specific error when you try to download it or your colleagues as well?\nSpeaker 4: Yeah, just me.  I mean, there are hundreds of users throughout the world, and even on my team, we have 100 people, and I'm the only one that seems to receive this error consistently.  And even when there are updates to this file, I'm the only one that still has this error.\nSpeaker 3: All right.  Let me double check here.  Is it okay, #####, if I will initiate a remote session, and then we can continue to that one.  I will further troubleshoot this one from our support.  Okay.  Thank you so much.  just go to your browser and then access this website, 123rescue.com.  It will ask you for a code, but I'm still generating that one for you, so just one moment here.  Okay, I'm just generating it.  Let me just fill out the information first.  There you go.  The code is ######.  Okay.  Then download the applet, please.  Then once it's downloaded, kindly, all right.  It seems like you already have it open, so I'll just connect.  All right.  Kindly click OK from your end.  All right.  OK.  So with this one, #####, we can continue here on the remote session.  We can communicate on this chat, and then I'll further check with our level to support for the troubleshooting.  So with that one, we can end the call and then continue here.  Is that OK?\nSpeaker 4: Can I still continue to work or do I need to wait?\nSpeaker 3: I will just ping you on here on the chat whenever I needed to navigate.  Like this one.\nSpeaker 4: Okay, so I can continue to work.\nSpeaker 3: Yes, but I'll make sure to check my thing here for me to be able to navigate if you're working something.  Okay.\nSpeaker 4: Okay.  And this one you see right now, this is there.\nSpeaker 3: Yes.  All right.  Okay.  So, yeah, we're going to connect the call from here.  Thank you.\nSpeaker 4: Thank you.  Bye bye.\nSpeaker 3: Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT helpdesk support to resolve an issue with enabling macros in an embedded Excel file within a PowerPoint presentation. The employee explained that every time they attempted to download the file, they received a Microsoft Excel security notice stating that macros had been disabled by the Enterprise Administrator for security reasons. Despite the file being internal and used for years, the issue persisted only for this user, while others in their team and organization did not face the same problem.\n\nThe IT support agent requested the employee's details, including their personnel number, email, and callback number, and asked for a screenshot of the error via Microsoft Teams. After initial troubleshooting, the agent escalated the issue to level two support and initiated a remote session using 123rescue.com to investigate further. The employee was allowed to continue working while the agent conducted the troubleshooting remotely. The call concluded with the agent confirming that further communication would occur via the remote session chat.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with enabling macros, the steps taken by the IT support agent, and the resolution plan. It maintains relevance by focusing on the key aspects of the conversation without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, the summary could be slightly more complete by mentioning the specific error message and the fact that the employee had been using the file for about seven years. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and steps taken during the call while keeping the length brief. The information presented is relevant to the main topic, focusing on the employee's issue with enabling macros in an embedded Excel file. The summary has a clear structure and flow of ideas, making it easy to understand and follow.\n\nThe summary is also accurate, with the information matching the details provided in the call transcript. The main problems and concerns are fairly described, including the employee's issue and the steps taken by the IT support agent to troubleshoot the problem.\n\nHowever, the summary could be improved by including more details about the resolution or next steps, as the call transcript ends with the agent initiating a remote session and the employee being allowed to continue working. Despite this, the summary provides a good overview of the main issues and steps taken during the call.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core issue (macro enablement problem), relevant context (internal file, PowerPoint/Excel), and the uniqueness of the situation (only affecting this user). It accurately describes the support process, including gathering user details, screenshot request, and escalation to level 2 support. The chronological flow is logical and coherent, making it easy to follow the progression of the support call.\n\nThe length is appropriate, avoiding unnecessary details while maintaining essential information. Key elements like the user's long-term use of the file (7 years) and the scope of usage (hundreds of users worldwide) are included, providing important context. The resolution process through remote session setup is accurately described.\n\nHowever, the summary could have briefly mentioned the initial automated phone menu and system announcement about MyKey performance issues, though these weren't directly relevant to the main issue. The transition to remote support and the agreement about continuing work during troubleshooting is well captured.\n\nOverall, the summary excels in all evaluation criteria with only minor omissions.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "b39cf50e-e148-46f7-93ce-9de3620bcd3b",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk regarding login issues on their MacBook. The employee reported being unable to access Microsoft Teams and Outlook due to a compliance error, despite their device showing as compliant on the company\u2019s device management portal. The helpdesk agent confirmed the issue and initiated troubleshooting by remotely accessing the employee\u2019s device.\n\nThe agent guided the employee through steps to enable remote access, including downloading a support tool and closing all open applications. Once access was granted, the agent began troubleshooting the compliance issue. The employee was informed that the process might take some time and agreed to let the agent continue the remediation remotely. The agent assured the employee they would provide updates once the issue was resolved. The call concluded with the agent working on the issue in the background.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.  Please enter your 8-digit personnel number so we can locate your details if you are a contractor or do... Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.  All agents are currently assisting other callers, please.\nSpeaker 2: Hi, thank you for calling CIO Service Desk.  My name is #####.  May I please have your personal number?\nSpeaker 3: Yeah, hi #####.  This is ##### and my personal number is ##########.\nSpeaker 2: #####, may I please have a callback number as well?\nSpeaker 3: It is ############.\nSpeaker 2: Thank you so much.  Now can I confirm your enterprise ID?\nSpeaker 3: Sorry, say that again.\nSpeaker 2: Kindly confirm your enterprise ID or email.\nSpeaker 3: OK.  My enterprise ID is ############, ######### dot ###########.\nSpeaker 2: OK.  Hi, #####.  How may I assist you?\nSpeaker 3: Yeah.  So I use a MacBook, and since about six hours, I got logged out of the Teams and basically I'm getting an error saying that please sign in again.  And when I try to sign in, I get an error saying that this device is not compliant.  And basically it says you must comply with the organization's compliance requirements.  But when I go to myequipment.accenture.com to look at it, it basically shows the device as compliant.  So I don't know how to solve this problem and how to basically log back in again.\nSpeaker 2: Well, I apologize for the inconvenience, ######.  No worries.  I'm more than happy to help you with this.  I want to confirm, is it just Teams?  How about Outlook?\nSpeaker 3: Outlook, I have not faced any problem.  But no, I can see now.  Even in Outlook, I'm not able to log in.\nSpeaker 2: And it says that your machine is not compliant.\nSpeaker 3: Yes.  So when I try to log in, it gives me a pop-up, sign in to Microsoft Outlook, and then it says that device must comply with your organization.  And then it says this device does not meet your organization's compliance requirement.  Go to your organization's device management portal to see why this device is marked non-compliant.\nSpeaker 2: Okay.  Now, ######, yes, as I can see on my end, everything seems to be compliant.  Now, to confirm, kindly try to open up a browser and go to support.accenture.com.\nSpeaker 3: I already opened support.accenture.com.\nSpeaker 2: And from the My Devices, everything is compliant?\nSpeaker 3: Yes.  In the device, I see my MacBook, and it is showing to be compliant.\nSpeaker 2: Okay.  Well, then with that, let's select the ransom insurance troubleshooting.  May I please remote into your locker?\nSpeaker 3: Okay.\nSpeaker 2: Okay.  Open up a browser again.  Go to 123rescue.com.\nSpeaker 3: Okay.\nSpeaker 2: Okay.  I'm now generating one for you.  One moment.  Okay, your PIN is 898195.\nSpeaker 3: 898195, okay, start download.\nSpeaker 2: Yes, please.  And this happened six hours ago, you said?\nSpeaker 3: Yes, approximately six hours ago.\nSpeaker 2: Is it opening up now?\nSpeaker 3: I have double-clicked on the app.  I don't know what happened after this.  It doesn't seem to be opening.  Let me try again.  Okay.  Okay, now it seems to be opening.\nSpeaker 2: Yep, it's coming up on my end.  Now, please provide me access.  Okay, I need you to go to System Settings from the upper left, the Apple logo, System Settings.\nSpeaker 3: Yeah, I'm trying to do that.  Support, yeah.  It says quit and reopen.\nSpeaker 2: Yep, quit and reopen.  Okay, now let me check if I have access now.  Okay, yep, seems like it.  Okay, so everything is compliant here.  Now when we go to Teams, Okay.  ######, go ahead and proceed with the troubleshooting, but I will need all the open windows to be closed.  If there are things that need to be saved, kindly save them before I take over, please.\nSpeaker 3: Okay.  I'm doing that.  Thank you.  I will need to save this.  Okay.  Do you want me to close Outlook also?  Yes.  Yes, please.  Okay.  One second.  And Teams?\nSpeaker 2: Teams as well.\nSpeaker 3: Okay, I'll close Edge.  And I'll exit Teams also.  Okay, all windows are closed except for, no, Teams is still open for some reason.  Let me close it.  You want to take over?  Only Teams is open now.\nSpeaker 2: Okay, well, thank you so much.  Okay, so from here, again, I'll try to run the instrument troubleshooting, then later on, we'll try to re-sign you back into Teams and Outlook.  Now, as the troubleshooting may take a while, is it okay if I just continue the remediation via remote session?  Then if I did something, I'll ping you from here.\nSpeaker 3: Okay.\nSpeaker 2: Okay, well, thank you so much.  I'll update you if I'm done or if anything goes on, okay?\nSpeaker 3: Okay.\nSpeaker 2: Okay, bye for now.\nSpeaker 3: Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk regarding login issues on their MacBook. The employee reported being unable to access Microsoft Teams and Outlook due to a compliance error, despite their device showing as compliant on the company\u2019s device management portal. The helpdesk agent confirmed the issue and initiated troubleshooting by remotely accessing the employee\u2019s device.\n\nThe agent guided the employee through steps to enable remote access, including downloading a support tool and closing all open applications. Once access was granted, the agent began troubleshooting the compliance issue. The employee was informed that the process might take some time and agreed to let the agent continue the remediation remotely. The agent assured the employee they would provide updates once the issue was resolved. The call concluded with the agent working on the issue in the background.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the login issues with Microsoft Teams and Outlook, the compliance error, and the steps taken by the helpdesk agent. It is relevant to the main topic and maintains a clear structure and flow, making it easy to understand. The information is accurate and factually correct, reflecting the details from the call transcript. However, the summary could be slightly more complete by mentioning the specific error messages and the fact that the employee had to save their work and close applications before the agent could take over. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's login issues and the helpdesk agent's troubleshooting efforts. The summary has a clear structure, making it easy to understand and follow, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the employee's issues with Microsoft Teams and Outlook, the compliance error, and the agent's actions to resolve the problem. The summary also provides a fair description of the main problems and the steps taken towards resolution, indicating completeness.\n\nHowever, the summary could be improved by including the initial automated message about the high call volume due to performance issues with \"my key\" and the subsequent \"gone fishing page\" error, which might be relevant context for the employee's issue. Despite this, the summary is of high quality.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (Teams/Outlook login problems due to compliance error)\n2. Notes the contradiction (device shows as compliant but getting non-compliant errors)\n3. Accurately describes the troubleshooting steps taken\n4. Maintains chronological flow of events\n5. Includes the resolution plan (remote troubleshooting)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details like specific PIN numbers or technical jargon. It maintains coherence by presenting information in a logical sequence. The information is accurate and matches the transcript without any misrepresentations. In terms of completeness, it covers both the problem description and the steps taken toward resolution.\n\nMinor improvement could be made by mentioning that the issue started \"six hours ago\" as this timing detail might be relevant for troubleshooting context, but this is a minor omission.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "1eea85f8-c776-41b3-8d25-8a816ff20795",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT helpdesk support to set up Microsoft Word, Teams, and other applications on their company-issued phone. The issue stemmed from the phone not being registered under the Multi-Factor Authentication (MFA) system, causing login problems and an endless loop between apps.\n\nThe IT agent guided the employee through troubleshooting steps, including uninstalling and reinstalling the Authenticator app, accessing a passwordless tool, and generating a Temporary Access Pass (TAP). The employee successfully added their work account to the Authenticator app and verified access to Outlook and Teams. The IT agent confirmed that the MFA setup was complete and the phone was functioning correctly, allowing the employee to access necessary company applications.\n\nThe call concluded with the IT agent closing the ticket and requesting the employee to complete a feedback survey. The employee expressed satisfaction with the resolution, and the agent wished them a good weekend.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.\nSpeaker 2: For Video Conferencing, for Technology and Business Application Support, please enter your 8-digit personnel number so we can locate your details.  if you are a contractor or...\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 4: Hello.  Thank you for calling.  This is ######.  Can I please have your personnel number?\nSpeaker 5: Yes.  It's ##########.\nSpeaker 4: Thank you.  ##########.  What about your enterprise ID, please?\nSpeaker 5: ######, #-#-#-#-#-# dot #########, #-#-#-#-#-#-#-#-#.\nSpeaker 4: Thank you, ######.  Can I also have your phone number, callback number, please?  ############.  Thank you.  So, ######, how can I assist you today?\nSpeaker 5: Yep, I am trying to.  I'm trying to get Microsoft Word and Teams and all that stuff set up on my Accenture phone, which I've had for weeks and I just haven't set it up.  And apparently, hold on, she says, my phone is not yet registered on the system under my MFA authentication and I will need a tap, because I can't get anything to work.\nSpeaker 4: I was told to call.  Apologies for the inconvenience.  I will assist you in any way that I can.  So what about this?  Can you please tell me what you're going to see once you open your Authenticator application on your phone right now?\nSpeaker 5: If I open Authenticator, I see a request to enter my password.  Well, that may not be the first screen.  Hold on.  It says it wants to open in Edge.  So I open an Edge and it asks me to sign into sync with my email.  And if I say sign into sync it takes me somewhere, I don't know what app this is, and asks me for my password.  And the password doesn't work.  If I say use an app instead it goes over to I guess the authenticator and it says it can't send a notification at this time.  So I don't know.  I feel like I'm in an endless circle between these apps.\nSpeaker 4: What about this one?  To confirm also, can you still access Teams on your laptop by any chance?  I'm going to send you something.  Yes, I can.  As of now, I'm going to try to uninstall the Authenticator app and reinstall it again.  Then once we are done with that one, kindly check the link that I provided.  My name in Teams is ###########.  That site will allow us to create a tab, the one that we can use in setting the MFA correctly.  Can you please reinstall MFA?  Then tell me once you're done with that one, then tell me if you can access the site also that I provided, please.\nSpeaker 5: Okay, so I uninstalled the Authenticator app.  Do I need to reinstall it?\nSpeaker 4: Yes, please.  Thank you.\nSpeaker 5: Okay, I'm doing that.  And then I'm going to click on the link that you sent me.\nSpeaker 4: Yes, please.  Can you access the passwordless site?\nSpeaker 5: My passwordless tool, it is half loaded, but not fully loaded.  That's what's going on.\nSpeaker 4: Maybe it's just a bit slow.\nSpeaker 5: Yep, there it goes.  Okay.  Temporary access pass requests.  So do I just click get started on that?\nSpeaker 4: Uh-huh.  Yes, please.  And then choose your Accenture account with the at Accenture.com account.  Click for a tab.  Once that tab will appear on your screen, kindly make sure that you copy and then paste it somewhere since it will go away after 30 seconds.  Then tell me once you're done on that part.  Thank you.\nSpeaker 5: Okay.  Okay, I have it written down.  And then what did you want me to do?\nSpeaker 4: Your Authenticator app, is it installed already or still?  no?\nSpeaker 5: It probably is by now.  Yep, open it.  Okay.  Add work or school account.\nSpeaker 4: Yes, please.  And then what's next?\nSpeaker 5: App lock enabled.  Put my email in.\nSpeaker 4: And then?\nSpeaker 5: Next.  Enter a temporary access path, OK?  Yes.\nSpeaker 4: Thank you.\nSpeaker 5: I don't even know where this character is.\nSpeaker 4: You can change it if it's a bit difficult for you.\nSpeaker 5: I found it.\nSpeaker 4: Okay, thank you.\nSpeaker 5: Okay, the account has been added.  So now I should be able to go to Outlook and open it with the sign in on the Authenticator app.\nSpeaker 4: Can you please check and let's see if it's now working correctly.  Usually it will allow you to proceed immediately, but let's check for now if it's going to be the same on your phone.  Thank you.\nSpeaker 5: Yep.  Oh, it looks like it got in and it's updating.\nSpeaker 4: That's good.  What about the themes?  It's themes, right?\nSpeaker 5: I went first to Outlook.  Yep, I'm into the themes now.\nSpeaker 4: Your phone is all good right now.  I say just install the apps that you need to install and since MFA is working fine on your phone, I think you will be able to access all the Accenture apps that you need to access.  So regarding this one, ####, I'm going to close the ticket on my end.  After closing this one, we'll receive, thank you so much.  You'll receive email along with a survey on how I assisted you today.  If you have some time, kindly fill this in.  Thank you so much for the patience and happy weekends, ####.  Bye-bye, ####.  Thank you.  Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT helpdesk support to set up Microsoft Word, Teams, and other applications on their company-issued phone. The issue stemmed from the phone not being registered under the Multi-Factor Authentication (MFA) system, causing login problems and an endless loop between apps.\n\nThe IT agent guided the employee through troubleshooting steps, including uninstalling and reinstalling the Authenticator app, accessing a passwordless tool, and generating a Temporary Access Pass (TAP). The employee successfully added their work account to the Authenticator app and verified access to Outlook and Teams. The IT agent confirmed that the MFA setup was complete and the phone was functioning correctly, allowing the employee to access necessary company applications.\n\nThe call concluded with the IT agent closing the ticket and requesting the employee to complete a feedback survey. The employee expressed satisfaction with the resolution, and the agent wished them a good weekend.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the MFA system and the steps taken to resolve it. It is relevant, focusing on the main topic of setting up applications on the company-issued phone. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to follow. It is accurate, correctly reflecting the troubleshooting steps and the resolution of the issue. However, it slightly lacks completeness as it does not mention the initial high call volume and the specific details of the conversation, such as the exact steps the employee followed during the troubleshooting process. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with setting up Microsoft Word, Teams, and other applications on their company-issued phone. The summary has a clear structure, starting with the problem, then describing the troubleshooting steps, and finally concluding with the resolution. This coherence makes it easy to understand and follow.\n\nThe summary appears to be accurate, with the information presented matching the details in the call transcript. It also provides a fair description of the main problems and resolutions, making it complete. The only potential improvement could be adding more specific details about the troubleshooting steps, but overall, the summary effectively conveys the essential information.\n\nGiven these strengths, the summary scores high in terms of quality.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Clearly states the initial problem (MFA/phone setup issues)\n2. Accurately describes the troubleshooting steps taken (uninstalling/reinstalling Authenticator, using passwordless tool, TAP generation)\n3. Documents the successful resolution\n4. Includes the call conclusion details\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution. It avoids unnecessary technical jargon while preserving important technical details. The information is accurate and matches the transcript without any misrepresentations.\n\nMinor improvements could include mentioning the initial automated message about MyT performance issues, though this wasn't directly relevant to the caller's issue. The summary successfully balances detail and brevity while maintaining coherence throughout.\n\nThe summary meets all evaluation criteria effectively, with strong performance in accuracy, completeness, and coherence. The conciseness and relevance are well-maintained without sacrificing important details.",
        "claude_score": 9.0
      }
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    "instance_id": "b9bd9460-9b7a-470e-a766-7979113c475e",
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    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to reset their password after being locked out of their machine due to multiple incorrect PIN entries. The employee had previously received a temporary password but was unable to reset their password through the self-service MyID website due to incomplete authenticator setup. The helpdesk agent attempted to guide the employee through the password reset process, but verification issues arose, particularly regarding the employee's official start date, which they could not recall accurately.\n\nThe agent explained that verification was mandatory for security purposes and suggested alternative options, such as visiting the local office or contacting HR (PeopleLine) to retrieve the required information. The employee requested escalation to a supervisor or alternate verification methods, including a callback for verification. The agent agreed to call the employee back to proceed with the verification process. The call ended with the employee attempting to contact HR via Teams to confirm their start date while awaiting the callback.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com/gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options.  for Enterprise Pass...\nSpeaker 1: If you are unable to log into your PC due to an error, the login screen in your account has been disabled.  Press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press 3.  If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press 2.  If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.\nSpeaker 3: If you have forgotten your password, Hi, this is ###### from CIO Service Desk.  Can you provide your personal number, please?\nSpeaker 4: Sure.  It's ###########.\nSpeaker 3: Hold on a second.  That's ###########?  It's #####################.  And your enterprise ID, please?\nSpeaker 4: ###, ##### ####, #####, #############.\nSpeaker 3: Thank you.  And your enterprise ID?\nSpeaker 4: That was my enterprise ID.\nSpeaker 3: Oh, sorry, sorry.  The best callback number.  Sorry, the phone number or callback number. \nSpeaker 4: ###########.  Thank you so much.\nSpeaker 3: #####, how can I help you today?\nSpeaker 4: Okay, I just called in to get a temporary password and now I'm calling to have my password reset.  Oh, I see.  Because I'm locked out of my machine.\nSpeaker 3: I understand.  I apologize for the inconvenience and I'll be more than happy to assist you with regards to this concern.  So, ###, you mentioned you were locked out.  out on your laptop, correct?  May I know the exact error message that you're getting?\nSpeaker 4: Error message?  Yeah, it's... Okay, so my PIN was entered incorrectly, so I was locked out.  Since I was passwordless, I called in to have my password reset.  I got a temporary password, now I need my password reset.  Let's see.\nSpeaker 3: Have you already tried resetting your own password from MyID website?\nSpeaker 4: No, I'm locked out, remember?  I'm locked out of my machine.\nSpeaker 3: You can able to do it using your mobile phone, phone's browser.  MyID.accenture.com is a public website.\nSpeaker 4: Okay, let me check that.\nSpeaker 3: Password reset.  Rec Center employee.\nSpeaker 4: Okay, so now I'm there.  Which option should I pick?  Password registration, password reset, password change?\nSpeaker 3: Password reset or unlock.\nSpeaker 4: Okay.  I already tried this earlier.  It didn't work because it doesn't let me in.  I already tried this earlier with the person on the call before.  and they asked me to call in and have my password reset.\nSpeaker 3: What was the error message when you've tried to reset your password from this website?\nSpeaker 4: Can I give you the enterprise ID of the person who just helped me?  so maybe you can look up that ticket?\nSpeaker 3: Yeah, sure.\nSpeaker 4: Can you ping me on Teams?\nSpeaker 3: Hold on a second.\nSpeaker 4: Okay.\nSpeaker 3: Let me just review.  Okay, you have no phone sign in enabled.  That is why you can't able to go through the password reset.  Is it better to enable password?  Okay, so your authenticator is not fully set up.  That is why you can't able to... Okay, hold on.  Let me now ping you on Teams.  What will happen is we will be doing a verification.  So once you pass the verification process, then we can able to proceed with resetting your password, okay?  Hold on here.  Let me ping you now on Teams.  Kindly answer this question provided part of the verification.\nSpeaker 4: What do you need for that?  Yes.\nSpeaker 3: Have you received my message?  Please answer the question.  provided on Teams, then that would be part of the verification.\nSpeaker 4: Okay.  Let me see what you're asking there.  Can you please confirm the reason why you're calling Service Desk?  Okay.  I do have my password reset to access my machine.  There you go.\nSpeaker 3: Thank you.  And for your security purposes, over the phone, can you provide again your personal number?\nSpeaker 4: Sure.  ###########.\nSpeaker 3: Your office location?\nSpeaker 4: #############, ##########.\nSpeaker 3: And your official start date is?\nSpeaker 4: Official start date, #####  ####\nSpeaker 3: Sorry, can you provide again the official start date?\nSpeaker 4: #### ####.\nSpeaker 3: Okay, hold on a second.  Let me check the details.  One second.  The information is still loading.  We'll be needing the correct official start date.  Even the month and year.\nSpeaker 4: Is there another verification question you can ask me?  Because it's been a while since I'm with Accenture.  So I may or may not remember the exact start date.  Because I can't get into the portal, so I can't check that either.  So can you verify using something else?  I just got through verification with CIO for the first step.\nSpeaker 3: Because that would be the last information I'll be needing.\nSpeaker 4: Okay.  Can you transfer me to maybe the next level of support?\nSpeaker 3: It would be the same information.  They'll be asking you for verification.  If you don't want to pass through the verification on our end, you can go directly to the local office, present your ID so that they get able to present your password.  Okay.\nSpeaker 4: So I'm pretty sure.  Okay.  I'm pretty sure that that's my start date.  Can you, like, can you help me understand what is not correct?  Is it the month?  Is it the year?  What is not correct?\nSpeaker 3: So, apparently, as per security purposes, we cannot able to provide information from our end.  That is why we're doing verification.\nSpeaker 4: Do you have a shift supervisor that you can transfer me to?\nSpeaker 3: Yes, definitely.  I can able to transfer you over to the people line.  Inform them that you will be needing the official start date once you already have the official start date.\nSpeaker 4: No, not the people line.  Sorry, not the people line.  Do you have a CIO supervisor on shift?\nSpeaker 3: It would be the same information they'll be getting from you.  If you will not pass the verification, then you are not able to reset your password, apparently.\nSpeaker 4: Right, but there's another way to do it, right?  If I have a supervisor or a lead at Accenture, we could call them for a verification?\nSpeaker 3: As I mentioned, if you don't have that particular information, the only option that you can do is go to the local office or contact PeopleLine to get that information at hand.\nSpeaker 4: Okay, can you hold just a moment?  I'm going to text HR on Teams chat and see if I can get my start year.  Okay, and can you do a verification call?  Is there an alternate way to verify?  Because typically CIO is also able to call me to verify.  Are you able to do that?  Can you call me back on this phone number?\nSpeaker 3: Yes, that's correct.  Can you provide again the number listed on your account, please?\nSpeaker 4: Yes, ############.  So that's an alternate way to verify me, correct?\nSpeaker 3: Yes, that's correct.\nSpeaker 4: Okay, so let's try that because that should give you what you need.\nSpeaker 3: Okay, I'll be calling you back after 1 to 2 minutes.  Yes.  Okay.\nSpeaker 4: Okay.  Thank you.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to reset their password after being locked out of their machine due to multiple incorrect PIN entries. The employee had previously received a temporary password but was unable to reset their password through the self-service MyID website due to incomplete authenticator setup. The helpdesk agent attempted to guide the employee through the password reset process, but verification issues arose, particularly regarding the employee's official start date, which they could not recall accurately.\n\nThe agent explained that verification was mandatory for security purposes and suggested alternative options, such as visiting the local office or contacting HR (PeopleLine) to retrieve the required information. The employee requested escalation to a supervisor or alternate verification methods, including a callback for verification. The agent agreed to call the employee back to proceed with the verification process. The call ended with the employee attempting to contact HR via Teams to confirm their start date while awaiting the callback.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with being locked out, the failed self-service password reset, and the verification problems. It maintains relevance by focusing on the key aspects of the conversation. The structure and flow are coherent, making it easy to follow. The information is accurate and matches the details in the transcript. However, the summary could be slightly more complete by mentioning the specific error message related to the incomplete authenticator setup and the employee's multiple attempts to resolve the issue before calling. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript within a brief length. It remains relevant to the topic, focusing on the employee's password reset issue and the verification process. The structure is coherent, making it easy to follow the sequence of events. The information presented is accurate, aligning with the details in the call transcript. The summary also captures the main problems (password reset issue and verification difficulties) and the proposed resolutions (alternative verification methods), thus scoring well on completeness. The only potential improvement could be adding more detail about the specific verification issues, but given the length constraint, the summary does a commendable job of balancing detail with brevity.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the initial problem (locked out due to PIN entries)\n2. Mentions the previous temporary password and failed MyID attempt\n3. Correctly explains the verification challenges, particularly the start date issue\n4. Includes the proposed solutions (local office visit, HR contact)\n5. Notes the final resolution attempt (callback verification)\n\nThe summary is well-structured, flowing logically from problem to attempted solutions to final outcome. It maintains relevance throughout, avoiding unnecessary details while including all crucial information. It's concise yet comprehensive, covering all major points without being verbose.\n\nMinor improvement could be made by mentioning that the authenticator setup issue was specifically related to \"phone sign in\" not being enabled, but this is a small detail. The summary successfully balances brevity with completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "01d4972a-6295-4106-9e47-8787ff8dd3fd",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk regarding access issues to their account. The employee explained that they had obtained their password on Thursday but were unable to log in, receiving an error message stating their access was blocked due to insufficient information. They attempted to access their account using both their personal laptop and mobile phone but were unsuccessful.\n\nThe IT agent clarified that the employee was trying to use their Accenture account on a personal device, which is against company policy. The agent explained that Accenture accounts, including email and Teams, can only be accessed on company-provided devices. Since the employee had not yet received their Accenture laptop, they would be unable to access their account until the device was issued.\n\nThe employee acknowledged the explanation and agreed to wait until they received their company laptop to resolve the issue. The call concluded with the employee thanking the agent for their assistance.",
    "base64_images": [],
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      "call_summarization_score": 0.8888888888888888
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: Para soporte de acceso y contrase\u00f1a, presione cero.\nSpeaker 2: Para soporte de aplicaciones, technology.\nSpeaker 3: Para verificar si tu cuenta fue migrada a passwordless, por favor ingresa a https://go.passwordless.com/.go.  passwordless.  Si eres passwordless, presiona uno para hablar con un agente o utiliza las opciones de autoayuda del sitio.\nSpeaker 4: Si no eres passwordless a\u00fan, Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\nSpeaker 2: Hello?  Sorry, we couldn't speak Spanish.  Do you speak English?\nSpeaker 1: Just a moment, please.\nSpeaker 2: Okay.\nSpeaker 1: Hello?  Hello?\nSpeaker 2: Yes.\nSpeaker 1: Okay, I'm calling you because on Thursday, I obtained my password by speaking with your partner but now I'm trying to access to my account and I don't have permission so I would like to know what I have to do.\nSpeaker 2: OK, can you please tell me your employee number?\nSpeaker 1: OK, a moment, please.\nSpeaker 2: If you know your incident number, you can tell me that incident number also.\nSpeaker 1: Yeah, I'm looking for it.  OK.  One.\nSpeaker 2: This is your employee ID?\nSpeaker 1: Yes, yes, this is my employee ID.\nSpeaker 2: OK, ###.\nSpeaker 1: ##########.  OK.\nSpeaker 2: OK, just allow me one minute.  Let me check your details.  All right.  All right, could you please tell me your complete name?\nSpeaker 1: ####################.\nSpeaker 2: Okay, all right.  Right, #####, I got your details.  Let me check.  Okay, so you told me that on Thursday you got your password.\nSpeaker 1: Yes, on Thursday I got my password, and I tried to access my account, but I'm not allowed.  If you want, I can tell you what message I received.\nSpeaker 2: Yeah, tell me what message.  OK.\nSpeaker 1: OK, a moment, please.  OK, it's in Spanish, but it doesn't matter.  Oh, a moment.  OK, it said that my access is blocked.  Nowadays, it is not possible to obtain information, and the organization needs this information to get to your account.\nSpeaker 2: Okay, all right.  All right, #####, I got your issue.  I really apologize for the inconvenience, so just allow me one minute.  Let me check your details, okay?\nSpeaker 1: Okay, thank you.\nSpeaker 2: Thank you.  OK.  #####, just allow me one minute.  I'm still checking your details, OK?  Just one minute.\nSpeaker 1: OK.  No worry.\nSpeaker 2: ##### you are getting the error like your sign-in was successful but does not meet the criteria just like this.\nSpeaker 1: could you repeat please?\nSpeaker 2: your sign-in was successful but doesn't meet the criteria.\nSpeaker 1: so what I have to do?\nSpeaker 2: So you're getting this?\nSpeaker 1: Yes.  It said that the program doesn't have enough information, so it doesn't allow me to get into my account.  It is what the message says.\nSpeaker 2: Okay, so ##### you are trying to log in into your laptop or you are trying to log in to your Teams or email?\nSpeaker 1: I I have.  I have tried both but With my laptop with my mobile phone By with the app with the app workday, but It doesn't allow me in anyways.\nSpeaker 2: Okay, okay.  So are you able to log in into your laptop?\nSpeaker 1: No.\nSpeaker 2: Okay, okay.  Accenture laptop or it's a non Accenture laptop?\nSpeaker 1: No, it's my personal laptop because I haven't received nothing.  yet so i i'm working with my laptop and it doesn't allow me.\nSpeaker 2: okay so if you're not using your Accenture laptop so you are not able to use your teams and email on your personal laptop because as for the Accenture policy you are not allowed to use your Accenture accounts.\nSpeaker 1: Okay, so until I don't have my Accenture laptop, I'm not able to use this email, no?\nSpeaker 2: Yes, yes.  So have you checked with your manager?  So you will reveal...\nSpeaker 1: Okay, so... Okay, I'll try it when I get my laptop.  So, thank you.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk regarding access issues to their account. The employee explained that they had obtained their password on Thursday but were unable to log in, receiving an error message stating their access was blocked due to insufficient information. They attempted to access their account using both their personal laptop and mobile phone but were unsuccessful.\n\nThe IT agent clarified that the employee was trying to use their Accenture account on a personal device, which is against company policy. The agent explained that Accenture accounts, including email and Teams, can only be accessed on company-provided devices. Since the employee had not yet received their Accenture laptop, they would be unable to access their account until the device was issued.\n\nThe employee acknowledged the explanation and agreed to wait until they received their company laptop to resolve the issue. The call concluded with the employee thanking the agent for their assistance.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with accessing their account and the IT agent's explanation regarding company policy. The information presented is relevant to the main topic and maintains a clear structure and flow, making it easy to understand. The summary is factually accurate, capturing the key details of the conversation without introducing any false or misleading information. However, it omits some minor details, such as the employee's attempt to provide their employee ID and the specific error message they received. Overall, the summary provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's access issues and the IT agent's explanation of the company policy. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence.\n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the error message the employee received and the IT agent's explanation. The summary also provides a complete description of the main problem and its resolution, covering the employee's attempts to access their account, the IT agent's clarification of the company policy, and the conclusion of the call.\n\nOverall, the summary meets all the criteria effectively, providing a clear, concise, and accurate representation of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Conciseness: It efficiently presents the core issue and resolution without unnecessary details.\n2. Relevance: All information included directly relates to the access problem and its solution.\n3. Coherence: The summary follows a logical progression from problem identification to resolution.\n4. Accuracy: The summary correctly represents the conversation's key points, including the policy restriction and the reason for access denial.\n5. Completeness: It covers both the initial problem (access issues) and the root cause (attempting to access on personal device), as well as the resolution (need to wait for company laptop).\n\nMinor details like the Spanish language exchange at the beginning and some back-and-forth verification steps were appropriately omitted as they weren't crucial to the main narrative. The summary maintains professional language while clearly explaining the situation and its resolution.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "fcb6daed-5ed9-4664-b7ef-171367be758a",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk after being locked out of their system for 24 hours due to a name and enterprise ID change. The employee had made multiple prior attempts to resolve the issue. They required a temporary password to enable phone sign-in on their Microsoft Authenticator app.\n\nThe IT agent verified the employee's identity by confirming their personnel number, email, and manager's name. After generating a temporary access pass, the agent guided the employee through the process of entering the pass and enabling phone sign-in. The employee confirmed that their Accenture applications were not accessible on any device, including their laptop, iPad, and iPhone.\n\nOnce the phone sign-in was successfully enabled, the agent informed the employee that it might take up to 30 minutes for full access to Accenture sites on their laptop due to replication time. The employee was advised to try accessing applications on their phone immediately. The issue was resolved, and the agent tagged the ticket as completed, thanking the employee for their patience.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, surface...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, Press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.  Please enter your 8-digit personnel number so we can locate your...\nSpeaker 3: Hi.\nSpeaker 4: We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer.\nSpeaker 3: Hello, this is ######## from CIO.  Can I have your employee number?  Hi, it's #########.  Okay, #########.  Yes.  Thank you.  And could you also confirm your Accenture email?  ##############################.  Thank you.  And could you please provide me your callback number?  ############.  All right, let me just pull up your account.  One moment, please.  And while I'm pulling up your account here, ####, how can I help you?\nSpeaker 5: It's been 24 hours since I've been locked out of my system.  This is about the eighth phone call I'm giving to support.  I can give you my incident number if you want.  The issue is that I had a name change, enterprise ID change.  I was locked out of the system.  They told me to call back in half an hour so that I can get a temporary password and I can go in and enable my phone sign-in on Authenticator.\nSpeaker 3: All right.  Just to confirm, ####, that you got a name change and right now you're still not able to access with your application.  Is that correct?\nSpeaker 5: Yes.\nSpeaker 3: Uh-huh.\nSpeaker 5: So I need a temporary password so I can enable my phone sign-in on my Microsoft Authenticator.\nSpeaker 3: Okay, all right.  I completely understand the trend, but no worries, I can definitely help you with that one.  And could you please provide me the audit number?  Yeah, it is ########.  Okay, thank you so much.  All right, let me just check here one second.  Well, I'm checking your account, and I'm going to find a friend if I place a call now for just one minute or two, and I'll be back in at least the end of the line.\nSpeaker 5: Okay.\nSpeaker 3: All right.  Thank you.  Hello, ####.  Thank you so much for patiently waiting for the line.  Could you please provide me your manager's name?\nSpeaker 5: ############.\nSpeaker 3: Okay.  And could you also confirm me again your employee ID number?  #########.  Okay, since you've passed the verification process, I'll go ahead now and try to generate a temporary access pass here, okay, so that we can enable the phone sign-in.  And while I'm generating the pass, notify if I place a call for two minutes, and I'll be back at the end of the line.  Thank you.  Hi, ####.  Thank you.  Thank you so much for patiently waiting in the line.  I'm still generating the pass here.  And may I get a room, ####, if we're able to access your Accenture laptop with you?\nSpeaker 5: Yeah.\nSpeaker 3: Yeah.  I can access it because my laptop is in front of my laptop, yes.  And I have all my client email and my Slack with the client and Zoom is working, but none of my Accenture stuff is working.  And could you please confirm if your Accenture site or Accenture application working or not also?  No, none of them are working.  Not on my laptop, not on the computer, not on the iPad, not on my iPhone, none of it.  I have a Mac too.  None of them are working.  Okay.  Okay, one second.  I'm still generating, okay?  It's the pass here.  So I'll be placing the call, hold for two minutes and I'll be back and you stay on the line.  Yep, yep.  Okay, thank you.  Hello, ####.  Thank you so much for patiently waiting the line.  So I have here your temporary access pass.  So can you tell me once you're ready, okay?  Yes.\nSpeaker 5: One second.  Okay.  What is it?\nSpeaker 3: All right.  The first one is lowercase r for Romeo.  Upper case Z for zebra.  Equal sign.\nSpeaker 5: Ampersand sign.  What?\nSpeaker 3: The ampersand.  What?  No, I don't get it.  The equal sign.  and then what?  Ampersand.  If you can see your number seven in your keyboard, There's a symbol there and that is the ampersand.  Like the N sign, correct.  And then lowercase e for echo.  And then the dollar sign.  Uppercase F for frank.  And then uppercase W for a whiskey.  That's it.  Can we try to sign in?\nSpeaker 5: Okay.\nSpeaker 3: Correct.\nSpeaker 5: Okay.  I think it might be working.\nSpeaker 3: Okay.\nSpeaker 5: Yes.  Okay.  It says register.  So do I click on register?  Yeah.\nSpeaker 3: Register.  It's loading.  All right.  Yes, it will load for a while.  Once it's already successfully done, ####, you're open back, or the screen will now tend to the home screen of your Authenticator app.\nSpeaker 5: Yeah, it's on the home screen now.\nSpeaker 3: OK, let me just check here in my end, OK, to verify if you're all set.  One moment.  Yep.  All right.  OK, you're already enabling the phones in here in my end.  I can also see that one.  And ####, try to open it.  access any Accenture sites from your laptop.  There will be sometimes a replication time because you just enable the phone sign-in.  You just have to wait for a maximum of 30 minutes to access any Accenture sites in your laptop.  But if you want to try to access an application in your phone, you may try to access now directly.  However, in the laptop, there will be a replication time for that.  All right.  I think we're all set now, ####, because you're already successfully enabling.  The phone, sign in, and I'll be tagging a ticket.  As a result, you may also receive an email.  If you're tagged, you may leave some feedback.  Thank you so much, ##an, and have a great day.  Thank you so much.  Bye.  Bye for now.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk after being locked out of their system for 24 hours due to a name and enterprise ID change. The employee had made multiple prior attempts to resolve the issue. They required a temporary password to enable phone sign-in on their Microsoft Authenticator app.\n\nThe IT agent verified the employee's identity by confirming their personnel number, email, and manager's name. After generating a temporary access pass, the agent guided the employee through the process of entering the pass and enabling phone sign-in. The employee confirmed that their Accenture applications were not accessible on any device, including their laptop, iPad, and iPhone.\n\nOnce the phone sign-in was successfully enabled, the agent informed the employee that it might take up to 30 minutes for full access to Accenture sites on their laptop due to replication time. The employee was advised to try accessing applications on their phone immediately. The issue was resolved, and the agent tagged the ticket as completed, thanking the employee for their patience.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue, the verification process, and the resolution steps. It maintains relevance by focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, it misses some minor details, such as the specific instructions given by the agent during the password entry process and the exact nature of the employee's frustration due to multiple prior attempts. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue and the IT agent's resolution. The summary has a clear structure, making it easy to follow and understand, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the reason for the employee's lockout, the steps taken by the IT agent to resolve the issue, and the outcome. The summary also captures the main problems and resolutions, making it complete. \n\nHowever, there are minor details omitted, such as the employee's frustration with multiple prior attempts to resolve the issue, but these do not detract from the overall completeness or accuracy of the summary. Overall, the summary effectively conveys the essential information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the initial problem (system lockout due to name/ID change)\n2. Accurately describes the verification process\n3. Details the solution process (temporary password generation and phone sign-in setup)\n4. Includes important follow-up information about replication time\n5. Maintains logical flow and coherent structure\n\nThe summary is concise while including all crucial information. It accurately represents the conversation without any factual errors. The length is appropriate - not too verbose but comprehensive enough to understand the situation and resolution.\n\nMinor improvement could be mentioning the initial IVR message about system issues with \"my key\" and \"gone fishing page,\" as this provides context for the high call volume. However, this isn't critical to the core interaction.\n\nThe summary successfully balances detail and brevity while maintaining accuracy and relevance, making it highly effective for understanding the interaction's key points.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "An employee contacted the IT helpdesk regarding a Microsoft 365 license issue. The employee had previously experienced a tech shutdown that deactivated their accounts, which were later restored. However, they received a pop-up notification stating their Microsoft 365 license would be deactivated soon, potentially disabling Outlook features. The IT agent apologized for the inconvenience and initiated a remote session to investigate the issue.\n\nDuring the session, the agent identified that the license needed to be reinstated. They guided the employee through the process of submitting a request for license renewal, including filling out a form with details such as the approver (manager or lead), charge code (WBS), and business justification. The agent explained that the approver would receive an email to approve the request, and once approved, the license would be reinstated within 24 hours, resolving the issue.\n\nThe agent confirmed the steps, marked the ticket as resolved, and informed the employee about a follow-up survey. The call concluded with the employee expressing satisfaction and the agent thanking them for contacting the helpdesk.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details if you are a contractor or do not.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 4: Thank you for calling CIO.  This is #########.  Can I have your personal number, please?  ########.  That's ########?  Correct.  Thank you.  How about your enterprise ID?  And can I ask what are your mask callback numbers?  ############.  That's ############.\nSpeaker 5: Yes.\nSpeaker 4: Yeah, thank you so much.  And how can I help you today?\nSpeaker 5: Hi, so recently I had a tech shutdown where I got deactivated from all my Accenture accounts, but that is back up and running, which is good.  However, I got a notification yesterday from like just a pop-up from Microsoft saying that your Microsoft 365 license will be deactivated soon.  and it's my Accenture email, and then it says, on Saturday, October 26th, most features of Outlook will be disabled.  Ask your admin to reactivate your license.\nSpeaker 4: Oh, okay.  Yeah, for this one, #####, first of all, I really do apologize for the inconvenience this has caused you, since you actually received a pop-up notification from Microsoft that your license will be deactivated.  But yeah, for this one, do not worry.  I'll be more than happy to help you out and fix this problem for you.  Okay?\nSpeaker 5: Awesome.  Thank you.\nSpeaker 4: You're welcome.  So for now #####, I will need to check your machine.  May I ask if you're available for a remote session?\nSpeaker 5: Yes.\nSpeaker 4: Oh yeah.  Can you please open your browser then go to 123rescue.com?\nSpeaker 5: 123rescue.com.  Got it.  And I am asked for a PIN code?\nSpeaker 4: Yeah, I'm generating the six-digit PIN.  One moment.\nSpeaker 5: No worries.\nSpeaker 4: Yeah, the code will be 326916.\nSpeaker 5: Got it.  So then, should I download?\nSpeaker 4: After you enter the PIN, and click start download.  So there will be an application that will be downloaded.\nSpeaker 5: Yes, I am opening the file now.  Okay.  So I got the little pop-up and it says waiting for technician connecting.  Connected.\nSpeaker 4: Yeah.  I'm trying to connect on your machine right now.  Bear with me.\nSpeaker 5: Great.\nSpeaker 4: Yeah, can you please press OK there?\nSpeaker 5: Yes.\nSpeaker 4: Oh, yeah, so I can actually see your screen.  Oh, is this the error?\nSpeaker 5: Okay, great.  Yes.\nSpeaker 1: Yes.\nSpeaker 5: Can you see this screenshot?\nSpeaker 4: Oh, yeah.  No worries.  I can actually see both of your monitors, and I can actually see the screenshot.\nSpeaker 5: Okay, great.\nSpeaker 4: So, for now, #####, I'll just need to check some information on your account here.  So, #####, can I just place you on hold for just a minute or two?\nSpeaker 5: Yep, no worries.\nSpeaker 4: Thank you and please stay on the line.\nSpeaker 5: Got it.\nSpeaker 4: Hello, #####.  Thank you very much for patiently waiting on the line.  Hello?  Mm-hmm.  Can you hear me?\nSpeaker 5: Yes.\nSpeaker 4: Let me just check.  Yeah, so in regards with this one, actually, #####, this error that you received regarding with the Microsoft 365. This is actually because you will actually need to reinstate your license for a Microsoft 365 app.  So right now, I'm moving.  I'm trying to get the link so that we can request.  One moment.  Oh, yeah.  So for this one, just fill up this information because we will actually need the request for an Office 365 license for your account.  So what you have to do.  Go ahead.  I'm sorry.\nSpeaker 5: Who do I put for approver?\nSpeaker 4: Let me check.  Oh, yeah.  It will be your lead.\nSpeaker 5: My people lead?\nSpeaker 4: Yep.  Or your manager.\nSpeaker 5: Or my manager.  Okay.  Okay.  Charge code what charge code do I put it on here?\nSpeaker 4: Um, it will be your WBS.\nSpeaker 5: Okay, oh Actually, I'm gonna do.  then my a is.  can I do my HR partner?\nSpeaker 4: Oh, yes.\nSpeaker 5: Okay Okay, it seems like no HR partners pop up.  Okay.  Business units.  Select profile.\nSpeaker 4: Is it this one?  Yep.\nSpeaker 5: What should I put for business justification?\nSpeaker 4: You can just put that you wanted to renew your Microsoft 365 license.  then you can actually just submit.\nSpeaker 5: Okay, so then will an email go to my manager here?\nSpeaker 4: Oh, yep.  And then once it's approved, you will...\nSpeaker 5: I'm sorry, go ahead.  Does she just have to click a button to say approve?\nSpeaker 4: Oh, yep.\nSpeaker 1: Okay.\nSpeaker 5: Great.\nSpeaker 4: And then once it's approved, you will also receive an email for that.  And after 24 hours, replication time, so yeah, that pop-up error will no longer pop up.\nSpeaker 5: Okay, great.\nSpeaker 4: Sounds good.  Yeah, for this one, since this is actually, this is only about the license of your Microsoft 365 app and you have already renewed, So I'll be tagging the ticket now as resolved, and upon resolving the ticket, you will receive an email regarding with a survey, and your response is highly appreciated.\nSpeaker 5: Sounds good.\nSpeaker 4: And thank you very much, #oven, for contacting CIO, and you do have a nice day.\nSpeaker 5: Thank you, you too.\nSpeaker 4: You're welcome.  Goodbye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk regarding a Microsoft 365 license issue. The employee had previously experienced a tech shutdown that deactivated their accounts, which were later restored. However, they received a pop-up notification stating their Microsoft 365 license would be deactivated soon, potentially disabling Outlook features. The IT agent apologized for the inconvenience and initiated a remote session to investigate the issue.\n\nDuring the session, the agent identified that the license needed to be reinstated. They guided the employee through the process of submitting a request for license renewal, including filling out a form with details such as the approver (manager or lead), charge code (WBS), and business justification. The agent explained that the approver would receive an email to approve the request, and once approved, the license would be reinstated within 24 hours, resolving the issue.\n\nThe agent confirmed the steps, marked the ticket as resolved, and informed the employee about a follow-up survey. The call concluded with the employee expressing satisfaction and the agent thanking them for contacting the helpdesk.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the initial issue, the steps taken to resolve it, and the final resolution. It maintains relevance by focusing on the Microsoft 365 license issue and the steps to resolve it. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the key details from the transcript without introducing any errors. However, it could be slightly more complete by mentioning the specific steps the agent took during the remote session, such as generating a PIN and accessing the employee's machine. Overall, it provides a fair description of the main concerns and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the Microsoft 365 license issue and the steps taken to resolve it. The summary has a clear structure, starting with the problem, then describing the investigation and resolution, and finally concluding with the outcome. This coherence makes it easy to follow and understand.\n\nThe summary appears to be accurate, with the information presented matching the details in the call transcript. It also provides a complete description of the main problem and its resolution, including the steps taken by the IT agent and the expected outcome.\n\nHowever, some minor details, such as the initial automated messages and the mention of high call volume, are omitted. But these are not crucial to understanding the main issue and its resolution.\n\nOverall, the summary effectively conveys the essential information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (Microsoft 365 license deactivation warning)\n2. Provides context about previous tech shutdown\n3. Details the solution process including remote session and license renewal request\n4. Accurately describes the resolution steps and timeline\n5. Maintains logical flow and coherent structure\n\nThe summary is concise while including all crucial information. It's highly relevant, focusing on the core problem and solution without unnecessary details. The information is accurate, matching the transcript's content. The summary effectively captures both the technical and procedural aspects of the interaction.\n\nMinor improvement could be made by mentioning the specific website used for remote access (123rescue.com), but this detail isn't crucial to understanding the interaction's core purpose and resolution.\n\nThe summary demonstrates strong coherence, moving logically from problem identification through resolution steps to conclusion, making it easy for readers to follow the sequence of events.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "e45ea832-e6b1-4917-9b1b-90e4695dd7ea",
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    "predicted_text": "The call transcript details an interaction between an employee and the IT helpdesk regarding assistance with ServiceNow. The employee initially navigates through automated prompts and waits on hold due to high call volumes caused by ongoing system performance issues. Once connected to an agent, the employee provides their employee ID, email address, and callback number for verification.\n\nThe employee seeks help with two questions, one of which involves creating a new group in ServiceNow. The agent confirms the issue and requests the ServiceNow link for further investigation. Communication continues via Microsoft Teams, where the agent verifies details and clarifies whether the issue pertains to a client website or internal systems. The agent confirms the matter is related to Accenture's internal systems and assures the employee that a ticket will be created to address the issue.\n\nThe call concludes with the agent tagging the ticket for resolution and thanking the employee for their patience. The employee expresses gratitude, and the call ends.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, for Technology and Business Application Support, press 1.\nSpeaker 2: For Mobile Communication, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find...\nSpeaker 4: Hello, thank you for calling Service Desk.  This is ####.  Can I have the employee ID number, please?\nSpeaker 5: So, it's # as in #####, ########.  I think that's right.\nSpeaker 4: Thank you so much for that.  So, may I confirm?  It's #####.  ###, is that right?  That's correct.  Thank you so much for confirming.  And also, can you please provide to me your Accenture email address?\nSpeaker 5: ########## at Accenture dot com.\nSpeaker 4: Thank you.  And may I ask also for your callback number?  ############.  Perfect.  Thank you so much.  So, it's #####.  How can I assist you today?  I'm calling about ServiceNow.\nSpeaker 5: Are you familiar with, am I calling the right number for ServiceNow to get some help with ServiceNow?\nSpeaker 4: Yes, definitely.  We can try and check our phone here in our end.\nSpeaker 5: Okay.  I have two questions.  I need to create a new group of ServiceNow, and I want to know how do I create a new group?\nSpeaker 4: I see.  So are you going to apologize as well for the inconvenience it cost you, #####?  But no worries, since you got me on the phone, I'll try my best to assist you on this, okay?  Mm-hmm.  So just to make sure first that I have your concern right, you're calling in since you need assistance on creating a new group on the service now, is that right?\nSpeaker 5: Yes, that's one of the questions.\nSpeaker 4: I see.  So for this, can you please share me the link for the service now so that I can check as well?\nSpeaker 5: OK.  Happy to now share it to you.\nSpeaker 4: I will ping you right now on Teams.  Just a moment.  OK.  I have pinged you right now on Teams.  Can you please check?\nSpeaker 5: Are you paying me on the extension side?  Okay.\nSpeaker 4: And let me, let me check on this one side just a moment.  And just to make sure, is this a, like, just to make sure, is this, like, a client website?  For ######, right?  Am I not calling ######?  I'm sorry.  This is the Accenture CIO.\nSpeaker 5: All right.  Thank you.\nSpeaker 4: You're welcome.  So I will still create here a ticket and I will tag that as we solve the key.\nSpeaker 5: Thank you.\nSpeaker 4: You're welcome.  Bye bye for now.\n</call_transcript>\n<summary>\nThe call transcript details an interaction between an employee and the IT helpdesk regarding assistance with ServiceNow. The employee initially navigates through automated prompts and waits on hold due to high call volumes caused by ongoing system performance issues. Once connected to an agent, the employee provides their employee ID, email address, and callback number for verification.\n\nThe employee seeks help with two questions, one of which involves creating a new group in ServiceNow. The agent confirms the issue and requests the ServiceNow link for further investigation. Communication continues via Microsoft Teams, where the agent verifies details and clarifies whether the issue pertains to a client website or internal systems. The agent confirms the matter is related to Accenture's internal systems and assures the employee that a ticket will be created to address the issue.\n\nThe call concludes with the agent tagging the ticket for resolution and thanking the employee for their patience. The employee expresses gratitude, and the call ends.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's navigation through automated prompts, the high call volume, and the specific issue with ServiceNow. It maintains relevance by focusing on the main topic of the call. The structure and flow are coherent, making it easy to follow. However, there are minor inaccuracies and omissions. For instance, the summary mentions two questions from the employee, but only one is detailed. Additionally, the summary does not mention the confusion about whether the issue pertains to a client website or internal systems, which is a significant part of the conversation. Despite these minor issues, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with ServiceNow and the agent's attempts to resolve it. The summary has a clear structure, starting with the employee's initial contact, then describing the issue and the agent's actions, and finally concluding with the resolution. This coherence makes the summary easy to follow.\n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, with no apparent false or misleading information. However, the summary does not fully address the employee's mention of having two questions, only detailing the first about creating a new group in ServiceNow. Despite this, the summary provides a fair description of the main problem and its resolution, making it relatively complete.\n\nGiven these factors, the summary scores well across most criteria, with a slight deduction for not fully addressing all the employee's concerns.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call in a concise manner, covering the initial automated system navigation, verification process, and main purpose of the call. It maintains good coherence by presenting events chronologically and logically.\n\nHowever, there are a few areas where it could be improved:\n1. The summary mentions \"two questions\" but only specifies one (creating a new group in ServiceNow), leaving out the second question.\n2. It includes the detail about system performance issues from the automated message, which wasn't directly relevant to the caller's actual inquiry.\n3. While accurate in most aspects, it suggests resolution steps were discussed, but the transcript shows the conversation ended somewhat abruptly without clear resolution steps being outlined.\n\nThe summary does maintain good flow and professional tone, accurately representing the verification process and the shift to Teams communication. It successfully captures the context and nature of the interaction while remaining concise and readable.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "b5406843-3674-4593-b460-89210cdc8fc0",
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    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk regarding enabling Microsoft Teams recording for scheduled meetings. The employee provided their personnel number, email, and callback number for verification. They explained the need for recording permissions due to client-related requirements over the next few weeks. The helpdesk agent apologized for connection issues and clarified the process.\n\nThe agent provided two links for enabling Teams recording and advised the employee to use the second link for ongoing recording needs. The employee was instructed to fill out and submit the form, after which their approver would need to approve the request. Once approved, the recording feature would be enabled within 24 hours. The agent confirmed the process and closed the ticket, informing the employee about a follow-up survey. The call ended with mutual thanks.",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For MyLearning Support, press 3.  For AEH applications such as Arc, MyWizard SI, MyWizard Governance.\nSpeaker 2: For Technology and Business Application Support, press 1.  For mobile communication support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold if you would prefer.\nSpeaker 5: I think if you're calling CIO, this is ####.  Please provide your employee number.\nSpeaker 6: Hello?\nSpeaker 5: Yeah, can you please provide your employee number?  ########.  Hold on.  Let me just check again.  To confirm, that is ########.  Is that correct?\nSpeaker 6: Can you, like, your voice is a little muffled.  Can you repeat that?\nSpeaker 5: Sorry.  To clarify your employee number is ########.  Is that correct?\nSpeaker 6: Yeah.\nSpeaker 5: Okay.  No information appear here.  Again, To confirm, that is ########.\nSpeaker 6: I mean, that should be it.  Is it saying that it's not coming up?  It's been a while since I used my employee number.\nSpeaker 5: Okay.  ########.  Okay.  Can you please just spell to me your accentual email?\nSpeaker 6: Yeah.  #######, ############# dot.  ########################.  It's #############################.\nSpeaker 5: #######, ############# dot ####.\nSpeaker 6: Okay, I'll go with that.\nSpeaker 5: What is your callback number, #######?  ############.  To confirm, your callback number is ############, right?\nSpeaker 6: Yeah, that's correct.\nSpeaker 5: Thank you.  How can I assist you today, #######?  Do you have an appointment number?\nSpeaker 6: Yeah, I'm not sure if this was the right extension, but we require recording on our Microsoft Teams.  But I know that there are a lot of limitations to it, but I just wanted to double check to see if I can get recording permissions on my Microsoft Teams on the schedules or meetings that I create.\nSpeaker 5: Okay, I apologize first for the inconvenience and will do my best to help and we'll find out the right solution, okay?  So just to clarify, you're asking if you can request...\nSpeaker 6: Sorry, you disconnected for a bit.  Can you repeat that?\nSpeaker 5: Oh, I'm so sorry.  As I mentioned, you are asking how you have access to Teams recording, right?\nSpeaker 6: To record, to record the meetings.\nSpeaker 5: Oh, okay.\nSpeaker 1: That's not an ideal.\nSpeaker 5: Okay.\nSpeaker 6: Sorry.  It's really hard to understand you.\nSpeaker 5: I'm so sorry for the bad connection.  And as I mentioned, I will ping you on Teams.\nSpeaker 6: Oh, you're going to ping me on Teams.  OK.\nSpeaker 5: Yeah.\nSpeaker 6: OK.\nSpeaker 5: And then I will send you the link how to request a Teams recording.\nSpeaker 6: All right.\nSpeaker 5: OK, one moment.  Yeah, the one is Microsoft Teams recording service and the other one is Microsoft Teams recording enablement.\nSpeaker 6: Oh yes, yes, recording yes.\nSpeaker 5: Sorry, I'll kindly access that link and then fill out.\nSpeaker 6: Sorry, I received you #######.\nSpeaker 5: Yeah, that is correct.\nSpeaker 6: Okay, so I have two links here.  I need to be recording for the next couple of weeks due to our client things.  It's not a one-time recording.  Should I press on the second link?  Yes.  How long does it take to get this recording enablement.\nSpeaker 5: One moment, let me just check.  Thank you for that one, #######.  So as per checking here on my end, you need to access the second link, okay?  And then you need to fill out and then submit.  Once your approver approves your request, you need to wait 24 hours of replication.  Then you can access the recording, okay?\nSpeaker 6: Okay.\nSpeaker 5: I'll say thank you so much for that.  So yeah, I'll go ahead now, #######, then fill out this form and submit and wait for application.  Okay?\nSpeaker 6: Sure.  All right.  Thank you very much.\nSpeaker 5: Okay.  Have a good day.  I'll go ahead now and end up on closing your ticket.  You will receive a survey, and you can provide anything.  Thank you, and have a good day.  Okay.\nSpeaker 6: Thank you.\nSpeaker 5: Thank you.  Bye-bye.\nSpeaker 6: Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk regarding enabling Microsoft Teams recording for scheduled meetings. The employee provided their personnel number, email, and callback number for verification. They explained the need for recording permissions due to client-related requirements over the next few weeks. The helpdesk agent apologized for connection issues and clarified the process.\n\nThe agent provided two links for enabling Teams recording and advised the employee to use the second link for ongoing recording needs. The employee was instructed to fill out and submit the form, after which their approver would need to approve the request. Once approved, the recording feature would be enabled within 24 hours. The agent confirmed the process and closed the ticket, informing the employee about a follow-up survey. The call ended with mutual thanks.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's request for Microsoft Teams recording permissions and the steps provided by the helpdesk agent. It maintains relevance by focusing on the key aspects of the conversation. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the details from the transcript without any misleading content. However, the summary could be slightly more complete by mentioning the initial verification process and the connection issues in more detail. Overall, it provides a fair description of the main concerns and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's request for Microsoft Teams recording enablement and the helpdesk agent's response. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the employee's request, the agent's response, and the resolution. The summary also provides a fair description of the main problem and resolution, making it complete.\n\nHowever, the summary could be improved by including more specific details about the employee's initial difficulties with their personnel number and the agent's apologies for the connection issues. Nevertheless, the summary overall is of high quality, effectively conveying the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: It efficiently presents the main points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: All information included directly relates to the Teams recording permission request and resolution process.\n3. Coherence: The summary follows a logical flow from initial request through verification, solution steps, and call conclusion.\n4. Accuracy: Details about the process, including the two links, approval requirement, and 24-hour replication period, are accurately represented.\n5. Completeness: The summary covers all major aspects - initial request, identity verification, solution provided, implementation steps, and call conclusion.\n\nMinor audio/connection issues mentioned in the transcript are appropriately included without overemphasis. The summary maintains professional tone and clearly communicates both the problem and resolution. The only slight improvement could be mentioning that the agent offered to ping the links via Teams, but this is a minor detail.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c4f681b9-4fcc-4927-87b9-12f24e8256d8",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk to resolve an issue with logging into their laptop after arriving in the U.S. The employee explained that they were unable to access their device and required assistance. The helpdesk agent confirmed the employee's details, including their personal number and email address, and identified that the employee was originally from India. \n\nThe agent informed the employee that their case needed to be handled by the India Help Desk, as the U.S. helpdesk only supports users from Canada or the U.S. Due to technical issues, the agent was unable to directly transfer the call but provided the contact number for the India Help Desk instead. The call concluded with the agent thanking the employee for their understanding and wishing them a good day.",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: for Enterprise Password Reset and Account Unlock.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.  To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.\nSpeaker 1: If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press 3.\nSpeaker 3: Hi, thank you for calling Service Bus.  My name is ###.  May  I have your personal number, please?\nSpeaker 4: Hey, this is #######.  My personal number is... One second.\nSpeaker 3: Give me one second.  Yeah, for sure.  ###############.  Thank you.  And can you also provide me your Accenture email, please?\nSpeaker 4: #######################.\nSpeaker 3: Thank you.  And let me just pull up your account.  And may I confirm if you're from #####?\nSpeaker 4: Yeah.\nSpeaker 3: OK.\nSpeaker 4: I just landed in the US today morning.  Yeah.\nSpeaker 3: Sorry, can you repeat that?\nSpeaker 4: I just landed US today.  I got the laptop.  I'm unable to log into the laptop.  I just need your assistance.\nSpeaker 3: OK.  For this one, I just want to inform you, since you're from India, we only get our users from Canada or USA.  So for this one, I need to transfer you to the India help desk instead so they can help you out with this, OK?  and for this one i'm in us now.\nSpeaker 4: i'm in us now.\nSpeaker 3: i'm in us now.  totally understand that you're in all us right now but for this one you're from india.  so for this one users from india yeah you should.  um i need to transfer you but give me a moment give me a second.  thank you so much for understanding with this and uh let me just check.  okay For this one, I just provide you the India Help Desk.  Since there are some technical issues, I cannot transfer you directly to the India Help Desk.  So let me know once you're ready.  I'll provide you their phone number, please.  Okay, are you ready?  Yeah.  Thank you.  So the phone number is plus ############################.  Thank you so much for understanding.  Bye-bye for now.  Have a great day ahead.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk to resolve an issue with logging into their laptop after arriving in the U.S. The employee explained that they were unable to access their device and required assistance. The helpdesk agent confirmed the employee's details, including their personal number and email address, and identified that the employee was originally from India. \n\nThe agent informed the employee that their case needed to be handled by the India Help Desk, as the U.S. helpdesk only supports users from Canada or the U.S. Due to technical issues, the agent was unable to directly transfer the call but provided the contact number for the India Help Desk instead. The call concluded with the agent thanking the employee for their understanding and wishing them a good day.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with logging into their laptop, the confirmation of their details, and the redirection to the India Help Desk. The information presented is relevant to the main topic and maintains a clear structure and flow, making it easy to understand. The summary is factually accurate, capturing the key details without introducing any false or misleading information. However, it misses some minor details, such as the employee's initial interaction with the automated system and the specific technical issues preventing the transfer. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with logging into their laptop and the helpdesk agent's response. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the employee's issue, the agent's actions, and the reason for transferring the case to the India Help Desk. However, it does not mention the initial automated messages and options provided at the beginning of the call transcript, which is not crucial to the main topic.\n\nThe summary is complete, describing the main problem and resolution based on the original call transcript. Overall, the summary is well-written and effectively conveys the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Conciseness: The summary is appropriately brief while including all essential information.\n2. Relevance: All information included is pertinent to the core interaction.\n3. Coherence: The summary follows a logical flow from issue presentation to resolution attempt.\n4. Accuracy: The summary correctly represents the conversation, including the reason for transfer and the fact that the agent couldn't directly transfer the call.\n5. Completeness: The summary covers the main aspects - the initial problem (login issues), the circumstance (arrival in US), the complication (India-based employee needing India helpdesk), and the resolution (providing India helpdesk number).\n\nMinor improvements could include mentioning that the employee specifically stated they had just arrived that morning, but this is not critical to the core interaction. The summary successfully balances detail with brevity while maintaining accuracy and clarity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "a78341ed-f75d-4714-ac8b-dc0dc4582ed1",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the IT helpdesk for assistance after being signed out of Microsoft Teams on their mobile device and experiencing issues logging back in. The employee initially struggled with the login process, despite having the Authenticator app installed. After providing their personnel number, email, and callback number, they attempted to troubleshoot the issue during the call. However, the problem resolved itself while they were on the phone with the helpdesk representative. The employee apologized for the inconvenience, and the helpdesk agent confirmed that no further action was needed and closed the ticket. The agent also mentioned that a feedback survey would be sent via email. The call concluded with both parties exchanging goodbyes.",
    "base64_images": [],
    "stats": {
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      "num_train_instances": 0.0,
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor, or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 4: Yes my employee number is that my.  is that my ID number this or which one would that be?  Yep it is ########\nSpeaker 5: Thank you so much.  May I ask for accenture email?\nSpeaker 4: ########### dot # as in ###, ##########################.\nSpeaker 5: Got it.  And then may I ask for a callback number?  ############.  Thank you so much.  How can I help you today?\nSpeaker 4: Hey, I got signed out of Teams on my cell phone and I can't seem to log back in.  I'm passwordless.  When I try to log into Teams, it gives me, okay, when I go in there, it says sign in, send notification.  I have the Authenticator app downloaded on my phone, but it says when I hit the, okay, actually, nine, three, hold on.  I might have just needed to, I think I just needed to call you and get you on the phone for it to work, hold on.\nSpeaker 5: Thank you.\nSpeaker 4: Sorry, I am all set now actually.  I apologize.\nSpeaker 5: Thank you very much.  You're welcome.  Since no further action, we'll close your ticket here on our end.  Yes, you will receive a survey via email, so please do provide us feedback for any comments or recommendations, #####.\nSpeaker 4: Okay.\nSpeaker 5: Thank you.  You're welcome.\nSpeaker 4: Bye for now.\nSpeaker 5: Bye.  Bye-bye.\n</call_transcript>\n<summary>\nAn employee contacted the IT helpdesk for assistance after being signed out of Microsoft Teams on their mobile device and experiencing issues logging back in. The employee initially struggled with the login process, despite having the Authenticator app installed. After providing their personnel number, email, and callback number, they attempted to troubleshoot the issue during the call. However, the problem resolved itself while they were on the phone with the helpdesk representative. The employee apologized for the inconvenience, and the helpdesk agent confirmed that no further action was needed and closed the ticket. The agent also mentioned that a feedback survey would be sent via email. The call concluded with both parties exchanging goodbyes.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, making it brief and to the point. It captures the key issue of the employee being signed out of Microsoft Teams and the subsequent resolution. The information presented is relevant to the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the events of the call without any false or misleading information. However, it misses some minor details, such as the initial automated prompts and the high call volume announcement, which could have provided additional context. Overall, the summary provides a fair description of the main problem and its resolution.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the employee's issue with logging into Microsoft Teams and the subsequent resolution. The structure and flow of ideas are clear, making it easy to understand and follow. The information presented is factually correct, with no false or misleading information. The summary also provides a fair description of the main problem and resolution, covering the key points from the original call transcript. However, some minor details, such as the initial automated messages and the mention of performance issues with \"my key,\" are omitted, but these do not impact the overall understanding of the issue and resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Efficiently presents the main points without unnecessary details\n2. Relevance: Focuses on the core issue (Teams login problem) and its resolution\n3. Coherence: Well-structured narrative that flows logically from problem identification through resolution\n4. Accuracy: Correctly represents the interaction, including the self-resolution of the issue\n5. Completeness: Includes important context (personnel verification process, authentication app details) and outcome (ticket closure and survey mention)\n\nMinor improvements could include mentioning the initial IVR system context or the notice about high call volume due to \"my key\" issues, but these are peripheral to the main interaction. The summary successfully captures the essence of the support call while maintaining clarity and brevity. It accurately reflects both the technical issue and the interaction flow between the caller and support representative.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "d0b50c3c-c690-4131-bfda-fbe653b2fc87",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to resolve an issue with their disabled Outlook account. The employee reported encountering error 500 on Google Chrome and a \"disabled account\" message on the Outlook application. The IT agent confirmed the employee was using an Accenture-provided laptop and had previously accessed their email on both the laptop and phone. \n\nThe agent requested screenshots of the errors for further investigation, but the employee faced challenges sending them via Teams due to OneDrive restrictions. Upon reviewing the situation, the IT agent determined that the employee, being part of Accenture Federal Services (AFS), lacked email service access and needed to contact the AFS Help Desk to request email service activation. The agent provided guidance on the next steps and closed the ticket, as no further action could be taken from their end. The call concluded with the agent thanking the employee and informing them about a potential feedback survey.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 2: For Enterprise Password Reset, to check if your account is passwordless, please visit ################.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and unlock.\nSpeaker 1: If you are unable to log into your PC due to an error at the login screen and your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any person.\nSpeaker 3: Hi, this is ####### from CIO.  May I have your personal number, please?\nSpeaker 4: Personal number?\nSpeaker 3: How do I find that?  You can check that one on your workday, but if you don't have that, you can just provide me your Accenture email address for me to pull up your account.\nSpeaker 4: Oh yeah, so my Accenture email address is going to be ##########.\nSpeaker 3: ##########, is that correct?\nSpeaker 4: Yes, yes, that's correct.\nSpeaker 3: How about your callback number, ###?\nSpeaker 4: Let me sign into my workday real quick.\nSpeaker 3: I mean your callback number.\nSpeaker 4: Callback number, ############.\nSpeaker 3: I'm sorry, #######, and then what are the last digits?\nSpeaker 4: ####.\nSpeaker 3: ####.  All right, thank you for that.  ###, how can I help you today?\nSpeaker 4: Yeah, my Outlook account has been disabled and I would like to be re-enabled.\nSpeaker 3: All right, what do you mean by disabled?  Is there any error that you see when you try to use that?\nSpeaker 4: If I do on Google Chrome, I would see error 500.  But if I do on the application, then I would see that the account has been disabled and I need to call IT to reaccess it.\nSpeaker 3: All right.  With that, my apologies for the inconvenience.  I'll try my best to help you out with it, ###.  However, may I just ask are you trying to access the at Accenture domain of your Outlook or the Accenture Federal?\nSpeaker 4: At Accenture.\nSpeaker 3: Do you have Accenture provided laptop?\nSpeaker 4: I do.\nSpeaker 3: And you are trying to access it from that specific laptop, right?\nSpeaker 4: Yes, because I was told that If I'm on the last two weeks of finding a project, so they said because of that, they lock out the Accenture email.\nSpeaker 3: Do you have an access of your Accenture email before on that laptop?  How about on your phone?\nSpeaker 4: I did.  I did.\nSpeaker 3: All right.  Is it possible if you can send me the screenshot of just the error of what you see from your Outlook?  Is it the same error when you access it via web version and then the desktop app?\nSpeaker 4: It's both are different.\nSpeaker 3: I'm sorry.\nSpeaker 4: Both are different.\nSpeaker 3: All right, can you provide me a screenshot of the error?  I'll ping you on Teams first so that you can send me the error for me to be able to reference that and further check what should be done from your end.  Is that okay?  Yep.  All right, I'll just say hello in Teams.  Then you can just send me the screenshot.\nSpeaker 4: Okay, just a minute and then let me log into my application.  Okay.\nSpeaker 3: Just to confirm, you have access to your Teams, right, from your laptop, your Accenture Teams?\nSpeaker 4: Yes, I do.  I'm on the web version.\nSpeaker 3: Okay, thank you.  I just sent you my ping on Teams, so kindly send me the screenshot of the error.  Thank you.\nSpeaker 4: Right now I'm sending you the web version real quick.  Yeah.  It says I can't send it because I can't send a picture through Teams because I need a OneDrive.\nSpeaker 3: Okay.  As per checking, by the way, this, you don't have email service yet for app and web version.  What you needed to do here, since you are AFS, right, Defender Federal, you need to contact AFS Help Desk and request for email service because we can only... If I send you this link to request the email service, it won't allow you since you have Accenture Federal Credentials.  It should be contacted with AFS-HD.  Just let them know that you don't have the email service yet for Accenture, then they should further assist you on how you're able to request on it.  Okay?\nSpeaker 4: Okay.  Thank you.\nSpeaker 3: All right.  You're welcome.  So with that one, since there's no further action from our end, I'll be tagging your ticket here as a result.  And upon the request from the ticket, you may receive a survey by email, and your feedback is highly appreciated.  Thank you for your time today, #####.  You have a great day.  Bye-bye.  Bye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to resolve an issue with their disabled Outlook account. The employee reported encountering error 500 on Google Chrome and a \"disabled account\" message on the Outlook application. The IT agent confirmed the employee was using an Accenture-provided laptop and had previously accessed their email on both the laptop and phone. \n\nThe agent requested screenshots of the errors for further investigation, but the employee faced challenges sending them via Teams due to OneDrive restrictions. Upon reviewing the situation, the IT agent determined that the employee, being part of Accenture Federal Services (AFS), lacked email service access and needed to contact the AFS Help Desk to request email service activation. The agent provided guidance on the next steps and closed the ticket, as no further action could be taken from their end. The call concluded with the agent thanking the employee and informing them about a potential feedback survey.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the disabled Outlook account, the error messages encountered, and the steps taken by the IT agent. It maintains relevance by focusing on the key aspects of the conversation. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without any misleading content. However, it misses some minor details, such as the initial steps to verify the employee's identity and the specific mention of the callback number. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their disabled Outlook account and the IT agent's resolution. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the error messages encountered by the employee and the IT agent's determination that the employee lacked email service access due to being part of Accenture Federal Services (AFS). \n\nThe summary also provides a fair description of the main problems and resolutions, making it complete. The only potential improvement could be including the initial automated messages and options provided at the beginning of the call transcript, but these are not crucial to understanding the main issue and resolution.\n\nOverall, the summary effectively conveys the necessary information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (disabled Outlook account)\n2. Accurately describes the different errors encountered (error 500 on Chrome, disabled account message on app)\n3. Includes the important discovery that the employee is AFS-affiliated\n4. Correctly explains the resolution (need to contact AFS Help Desk)\n5. Maintains logical flow and coherent structure\n\nThe summary is concise while including all crucial details, avoiding unnecessary information like personal numbers and greetings. It accurately represents both the problem and solution without any factual errors. The only minor omission is the context about the employee being in their last two weeks of finding a project, which might have been relevant to the account lockout. However, this detail wasn't confirmed as the direct cause of the issue by the agent. The summary maintains professional language and effectively communicates the interaction's progression and outcome.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "f1944125-f139-442d-8035-7729e39adadf",
    "train_trial_index": 0,
    "predicted_text": "An employee contacted the company's IT helpdesk regarding an issue with accessing Microsoft Outlook through a remote desktop connected to a client environment. The employee reported receiving an error message when attempting to use Outlook on the remote desktop, while their regular Accenture Outlook account functioned without issues. The helpdesk agent confirmed the problem was isolated to the remote desktop environment and consulted internal support for guidance.\n\nAfter investigating, the helpdesk determined that the issue was outside their scope, as they lacked administrative access to the client\u2019s remote desktop system. The agent advised the employee to contact the client\u2019s IT helpdesk for further assistance. A ticket was created to document the interaction, and the call concluded with the employee acknowledging the next steps. The helpdesk also mentioned the possibility of a follow-up survey regarding the support provided.",
    "base64_images": [],
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not.\nSpeaker 4: Hello, thank you for calling CIO Service Desk.  This is ######.  Can you provide to me your personal number or your employee ID number?\nSpeaker 5: My employee ID number is ##########.\nSpeaker 4: Let me confirm, ##########.  Yes.  Thank you.  I'll now go ahead and check your account.  Can you provide to me your callback number?  ############.  Thank you.  And can you provide to me your Accenture email?\nSpeaker 5: ##########################.\nSpeaker 4: Thank you.  And how can I help you today, #######?\nSpeaker 5: Yes.  So I use a remote desktop app to then log into a client environment and then use their, like, Microsoft Outlook and PowerPoint and stuff like that.  And so I don't know if I need, if you can help me with this issue or if I need to call the client IT.  But basically when I log into the remote desktop and then log into the Outlook app of the remote desktop, I'm not, I get an error on when I open up Outlook.  And I think it's, like, something to do with it, like, can't connect, I think, to that account.  But it just says error message.  So I don't know what's wrong, but it doesn't, like, refresh my email or send emails anymore.\nSpeaker 4: Okay.  I don't understand what you're saying, #######, but we'll do our best to help you regarding what you're concerned.  So for me to confer, you are using the remote desktop.  But if I'm using the remote desktop and you try to log in on your Outlook, you are receiving an error message that you cannot connect with the account, right?  Yes.  Okay.  So I'm just going to have to confirm, without using the remote desktop, your Outlook is okay, right?  There's no issue?  Correct.\nSpeaker 5: Yeah, my Accenture Outlook is fine.\nSpeaker 4: Okay, that's fine.  So I'll be reaching out to our support regarding with this so that we can confirm if you needed to reach out to your client help desk, okay?  Stay on the line for two minutes.  Thank you.  Okay.  Hello, thank you for waiting on the line, #######.  So I have already reached out to our support.  And since you have mentioned that without using your remote desktop, your Outlook is fine, and the issue is on your remote desktop.  So what they have advised, since we do not have an administrator login regarding with this, or we don't have a functionality, they advise you to reach out directly to the client's helpdesk so that we can further assist you, OK?  Okay, got it.\nSpeaker 5: So call my client, I see.\nSpeaker 4: Thank you so much.  Okay.  Thank you.  So please no further action required here under an NDA.  We'll be creating a ticket and we'll be tagging here as we solve, okay?  You may receive a survey of the assistance.  Thank you so much.\nSpeaker 5: Okay, thank you.  Bye.\nSpeaker 4: Bye for now.\n</call_transcript>\n<summary>\nAn employee contacted the company's IT helpdesk regarding an issue with accessing Microsoft Outlook through a remote desktop connected to a client environment. The employee reported receiving an error message when attempting to use Outlook on the remote desktop, while their regular Accenture Outlook account functioned without issues. The helpdesk agent confirmed the problem was isolated to the remote desktop environment and consulted internal support for guidance.\n\nAfter investigating, the helpdesk determined that the issue was outside their scope, as they lacked administrative access to the client\u2019s remote desktop system. The agent advised the employee to contact the client\u2019s IT helpdesk for further assistance. A ticket was created to document the interaction, and the call concluded with the employee acknowledging the next steps. The helpdesk also mentioned the possibility of a follow-up survey regarding the support provided.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the issue with Microsoft Outlook on a remote desktop and the resolution steps. It is relevant, sticking to the main topic of the call without extraneous details. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to follow. It is accurate, correctly reflecting the details of the call, including the problem, the helpdesk's investigation, and the final advice to contact the client's IT helpdesk. However, it misses some minor details, such as the initial high call volume message and the specific error message mentioned by the employee. Overall, it provides a fair description of the main concerns and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing Microsoft Outlook through a remote desktop and the helpdesk's response. The summary has a clear structure, making it easy to understand and follow, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the error message, the isolation of the problem to the remote desktop environment, and the helpdesk's advice to contact the client's IT helpdesk. The summary also covers the main problem and the resolution, making it complete. \n\nHowever, the summary could be slightly improved by including the initial automated messages and the context of high call volume due to performance issues, but these are minor points and do not detract significantly from the overall quality of the summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the key points without unnecessary details, maintaining brevity while being informative.\n2. Relevance: All information included directly relates to the core issue and its resolution.\n3. Coherence: The summary follows a logical flow from problem identification to resolution, making it easy to follow.\n4. Accuracy: The details match the transcript precisely, including the nature of the problem (Outlook access through remote desktop), the working status of regular Accenture Outlook, and the resolution (referring to client IT).\n5. Completeness: It covers all essential elements - the initial problem, troubleshooting steps, resolution, and follow-up actions.\n\nThe only minor improvement could be mentioning that the helpdesk would create a ticket and mark it as resolved, but this is a relatively minor detail. Overall, the summary effectively captures the essence of the interaction while maintaining professional clarity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "345c3ebe-8b3d-4f03-88c8-7718e0df6901",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking IT support for issues with their new Accenture laptop. The employee, transitioning from AFS to Accenture LLP, reported that Microsoft Outlook on their laptop was not opening and displayed an error message: \"Cannot start Microsoft Outlook. You must connect to Microsoft Exchange with the current software to synchronize with other folders.\" Additionally, emails sent from their Accenture account were still being routed through their AFS account.\n\nThe IT support agent confirmed the issue and requested remote access to the employee's laptop via 123rescue.com to troubleshoot. After guiding the employee through the setup process, the agent attempted to diagnose the problem. They suggested restarting the machine and continuing the troubleshooting process via chat to resolve the issue. The call concluded with the agent advising the employee to save their work before the restart and assuring them of further assistance through the chat log.",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For My Learning Support, press 3.  For AEH Applications such as ARC, MUT.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue dialing.\nSpeaker 4: #######.  Permit to confirm, ###############.  Yes.  Thank you.  I'll now go ahead and check your account.  Can you provide me your call back number just in case that this call might get disconnected?  ###################.  Thank you.  And your Accenture email?\nSpeaker 5: ######, ########### dot #######.\nSpeaker 4: Thank you so much, ######.  And how can I help you today?\nSpeaker 5: I'm going to transfer between AFS to Accenture LLP.  And I got my laptop earlier this week.  But the laptop, when I tried to open up my output mail, it didn't open it.  It just runs for like hours.  So it doesn't open the mail.  When I send an email to the Accenture, address is still the AFS account.\nSpeaker 4: Okay, so I do understand with this approach, but we'll do our best to help you.  regarding with your concern.  So for me to confirm, you are trying to send an email.  Are you using your LLP account to send an email?\nSpeaker 5: So I'm trying to send an email.  First thing is my email outlook on my new laptop does not open.\nSpeaker 4: Okay.  So the Outlook on your laptop right now, is it Accenture Laptop, right, is not opening?  Yes.  Okay.  And on your... Sorry for getting out.  So on your Android now, upon opening the Outlook on your Accenture Laptop, you are using the Accenture account, right?\nSpeaker 5: Correct.\nSpeaker 4: Okay.  So is there any error message that you are seeing upon opening the Outlook?\nSpeaker 5: Now, yeah, I do get one that says, cannot start Microsoft Outlook.  You must connect to Microsoft Exchange with the current software so you can synchronize with the other folders.\nSpeaker 4: OK.  I do understand what it is, but we'll do our best to help you.  regarding what you can say, OK?  So will it be all right if we take control of your machine for you so that we can be able to further check with your machine?  OK.  Okay, so just kindly open a browser on your Accenture laptop and search for 123rescue.com.  ###?  Yes, 123rescue.com.  Okay.\nSpeaker 5: PIN?\nSpeaker 4: Okay, just asking for a six-digit PIN code.  Yeah.  Okay.  So that would be 817601.\nSpeaker 5: Okay.\nSpeaker 4: After that, download the file and open it for me.\nSpeaker 5: Okay, I'm going to.\nSpeaker 4: Okay, I'll be connecting with you.  If you happen to see any prompts.  Can you click?  Okay.  Or a little.  Okay, so this will be a chat for us to have a conversation.  And we can utilize this later on.  Okay.  I'll be taking control of your machine.  And we'll be opening your outlook again.\nSpeaker 5: Shouldn't be a message by the way.  Okay.  Do you want me to add a detail?\nSpeaker 4: Yes, please.  I mean, is this your first time to access your Outlook using your Accenture laptop?\nSpeaker 5: Yes.\nSpeaker 4: This is the first time, right?\nSpeaker 5: Yes.\nSpeaker 4: Okay.\nSpeaker 5: I don't know why it requires elevation.\nSpeaker 4: Okay, since I'm not able to see anything on your end right now, can you please close again your Outlook?  Yeah.  So we'll be opening your Outlook via web if you can see the same issue, okay?  Okay, let's check.  So may I put you on hold for at least a few minutes?  I'll be reaching out to our support first, okay?  Thank you.  Thank you for joining us.  Hello, thank you for waiting on the line.  So, right now, I am still connecting with our support.  Okay.  Stay on the line for two minutes.  Yeah.  Okay.  I'll get back to you after two minutes.  Thank you.\nSpeaker 5: Okay.\nSpeaker 4: Hello, thank you for waiting on the line, #####.  So right now, we will be doing some troubleshooting with your machine.  So what we're going to do here is that there will be this conversation for us.  So since we will be doing some remote on your machine, will it be all right if we continue the conversation here on the chat log?  We can end the phone call.  We can continue here the conversation.  Please save all the files that you're working right now, since we will be restarting the machine first, okay?  Then after the machine restarts, I'll connect with you right away.  Thank you.  Have a great day.  Bye for now.\n</call_transcript>\n<summary>\nThe call involved an employee seeking IT support for issues with their new Accenture laptop. The employee, transitioning from AFS to Accenture LLP, reported that Microsoft Outlook on their laptop was not opening and displayed an error message: \"Cannot start Microsoft Outlook. You must connect to Microsoft Exchange with the current software to synchronize with other folders.\" Additionally, emails sent from their Accenture account were still being routed through their AFS account.\n\nThe IT support agent confirmed the issue and requested remote access to the employee's laptop via 123rescue.com to troubleshoot. After guiding the employee through the setup process, the agent attempted to diagnose the problem. They suggested restarting the machine and continuing the troubleshooting process via chat to resolve the issue. The call concluded with the agent advising the employee to save their work before the restart and assuring them of further assistance through the chat log.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with Microsoft Outlook and the steps taken by the IT support agent. It is relevant, focusing on the key problem and the troubleshooting steps. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the details from the transcript without any misleading content. However, the summary could be slightly more complete by mentioning the high call volume and the initial instructions given by the automated system, which provide context to the situation. Overall, it captures the essence of the call well but misses some minor contextual details.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issues and steps taken during the call while keeping the length brief. The information presented is relevant to the main topic, focusing on the employee's IT issues and the support agent's attempts to resolve them. The summary has a clear structure and flow of ideas, making it easy to understand and follow.\n\nThe summary is also accurate, correctly stating the error message and the steps taken by the support agent. However, it does not mention the initial automated messages and the wait time experienced by the employee, which could be considered relevant context.\n\nIn terms of completeness, the summary provides a fair description of the main problems and the steps taken to resolve them, but it does not mention the final resolution or outcome of the troubleshooting process.\n\nOverall, the summary is well-written and effectively conveys the main information from the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the context (employee transitioning from AFS to Accenture LLP)\n2. Accurately describes the main technical issues (Outlook not opening, email routing problem)\n3. Precisely quotes the error message\n4. Correctly outlines the support agent's troubleshooting steps\n5. Accurately describes the resolution path (remote access, planned restart)\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details from the automated system prompts. It follows a logical structure, starting with the context, then describing the problems, and finally the attempted resolution.\n\nThe only minor limitation is that it doesn't mention this was the employee's first time accessing Outlook on the new laptop, which could be relevant context. However, this doesn't significantly impact the summary's overall quality.\n\nThe summary demonstrates strong coherence, accuracy, and completeness while maintaining brevity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "f1dd0d88-0205-45c8-b19e-57acdb6f708d",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to reset their password. The employee mentioned that they had contacted the helpdesk two days prior, and a ticket was created, but they had not received any updates. The helpdesk agent apologized for the delay and checked the status of the ticket. It was confirmed that a \"manager vouching adaptive card\" had been created and approved, but the employee had not received any notification or ticket number.\n\nThe agent placed the employee on hold multiple times to verify the issue and eventually decided to contact the manager who approved the request. The agent informed the employee that the manager would reach out to provide the ticket number. The employee was advised to call back with the ticket number to proceed with the password reset. The agent tagged the ticket as resolved for now but assured the employee it could be reopened if needed. The call ended with the employee expressing hope for a prompt resolution.",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press 3.  If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press 3.  You will need your employee ID number.  Start date with Accenture and your registered mobile phone ready for the one-time authentication code.  Press 1 if you have the required details and your registered mobile phone.  Otherwise, press 2 to speak to a live agent.\nSpeaker 2: To repeat, please enter your 8-digit personnel number so we can locate your details.  if you are a contractor or do not know your personnel number.\nSpeaker 4: We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 5: Thank you for calling CIO.  This is #########.  Can we have your personal number, please?\nSpeaker 6: It's ########.\nSpeaker 5: That's ########?\nSpeaker 6: Yes.\nSpeaker 5: Thank you.  How about your enterprise ID?\nSpeaker 6: I don't know.  I just started a couple weeks ago.\nSpeaker 5: It's fine.\nSpeaker 6: My name is ############.  #############################.\nSpeaker 5: Thank you so much, ####.  And can you provide to me as well your best callback number?\nSpeaker 6: My what number?\nSpeaker 5: Call back number?\nSpeaker 6: ############.\nSpeaker 5: That's ############.  Yeah.  Yeah, by the way ####, how can I help you today?\nSpeaker 6: Okay, like I called like two days ago and they said they put in a ticket to reset my password and I still haven't heard back from anybody and it's kind of urgent now.\nSpeaker 5: Oh, okay.  For this one, ####, first of all, I really do apologize for the inconvenience this has caused you since this issue was not yet fixed.  But yeah, no worries.  I will definitely help you out and fix this problem for you, okay?\nSpeaker 6: Okay.\nSpeaker 5: So right now, ####, I'll just need to check this ticket here.  By the way, ####, can I just place you on hold for just a minute or two?\nSpeaker 6: Yeah, sure.\nSpeaker 5: Thank you so much and stay on the line.  Hello, ####.  Thank you very much for being on the line.  Oh, yeah.  So actually, ####, I'm checking it here because I confirmed that there was already a manager vouching adaptive card that was created for you.  So I'll be going to check if this is already approved or not.  Allow me for a minute.  Oh, yeah.  As per checking here, ####, it seems like the manager vouching adaptive card has been approved already.  So did you get or did your manager provided you the enterprise ID or the ticket number?  I'm sorry.\nSpeaker 6: Nobody sent me anything.  I'm just checking.  Nobody sent me anything here.  Just a second.  I'll check my email again.  One moment.  No, nobody sent me unless it went to my spam.  Okay, check here.  No, I haven't gotten anything.\nSpeaker 5: Okay, so for this one, Mr.  ####, let me just ask our support regarding with this since the manager vouching adaptive card has been created and it's already approved.  So ####, can I place you again on hold for just a minute or two?\nSpeaker 6: Yeah, sure.\nSpeaker 5: Thank you and stay on the line.  Hello, ####.  Thank you very much for patiently waiting on the line.  Oh, yeah.  Hi.  So as per tracking here, since you actually didn't receive any notification coming from the manager who approved the request, so for now, ####, I'll be going to ping the manager so that he will try to reach out to you, and he will be providing you the ticket number.  And once you have it, please do give us a call back, then we can further continue with resetting your password.  Okay?\nSpeaker 6: Okay, so I'm expecting the message from ####.\nSpeaker 5: Mm-hmm.\nSpeaker 6: Okay.\nSpeaker 5: Mm-hmm.  So yeah, for now, ####, I'll also tag the ticket as resolved, since your manager already approved it.  And then once you have the ticket number, just call us back, then we can just reopen the ticket.\nSpeaker 6: Okay, okay.  Hopefully, I'll hear back from him today.  Thank you.\nSpeaker 5: You're welcome.  Thank you very much, ####, for contacting CIO.  You do have a nice day.\nSpeaker 6: Same to you.  Bye-bye.\nSpeaker 5: Goodbye.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to reset their password. The employee mentioned that they had contacted the helpdesk two days prior, and a ticket was created, but they had not received any updates. The helpdesk agent apologized for the delay and checked the status of the ticket. It was confirmed that a \"manager vouching adaptive card\" had been created and approved, but the employee had not received any notification or ticket number.\n\nThe agent placed the employee on hold multiple times to verify the issue and eventually decided to contact the manager who approved the request. The agent informed the employee that the manager would reach out to provide the ticket number. The employee was advised to call back with the ticket number to proceed with the password reset. The agent tagged the ticket as resolved for now but assured the employee it could be reopened if needed. The call ended with the employee expressing hope for a prompt resolution.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the password reset, the helpdesk agent's actions, and the resolution steps. It maintains relevance by focusing on the key aspects of the conversation without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the actual dialogue and actions taken during the call. However, it misses some minor details, such as the employee's initial confusion about the callback number and the specific hold times, which could provide a more complete picture. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with password reset and the helpdesk agent's efforts to resolve it. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the creation and approval of the \"manager vouching adaptive card\" and the agent's decision to contact the manager. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, the summary could be improved by including more specific details, such as the employee's initial contact with the helpdesk two days prior and the agent's multiple attempts to verify the issue. Nevertheless, the summary provides a good overview of the call and effectively conveys the key points.\n\nGiven the strengths and weaknesses of the summary, I would score it an 8 out of 10.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: The summary is appropriately brief while containing essential information about the password reset issue and resolution steps.\n2. Relevance: All information included directly relates to the password reset request and subsequent actions.\n3. Coherence: The summary follows a logical flow from issue identification to resolution steps, making it easy to follow.\n4. Accuracy: The details about the manager vouching adaptive card, lack of notification, and next steps are accurately represented.\n5. Completeness: The summary covers both the initial problem (password reset request with no response) and the resolution path (waiting for manager to provide ticket number).\n\nMinor improvements could include mentioning that the caller was a new employee (started a couple weeks ago) and noting the system-wide MyT performance issues mentioned in the automated message, though these aren't critical to the core interaction.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "73c329f4-f78d-4bc9-8ef9-b3557afb7e0b",
    "train_trial_index": 0,
    "predicted_text": "A former employee contacted the company's IT helpdesk to resolve two issues: accessing old pay stubs on DayForce and setting up an account for the 401k platform. The employee reported being unable to reset their DayForce account due to an unrecognized email address and mentioned never having registered with the current 401k provider, Merrill.\n\nThe helpdesk agent collected the employee's personnel number, enterprise ID, callback number, and other details, including their last office, position level, supervisor, and updated personal email address. The agent created a support ticket (INC48714127) and assured the employee that the issue would be escalated to Level 2 support for resolution. The agent also confirmed that they would follow up via email or phone, and the employee was advised to check their email for updates if no callback was received.\n\nDue to time constraints, the employee requested a callback and had to leave the call. The agent concluded by confirming all details and reiterating the next steps.",
    "base64_images": [],
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      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, Press 1 to speak to a live agent or use the site's self-help option.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to wait.\nSpeaker 4: Hi, yes, so I'm a former employee.  I have my old personnel number. Will that work?  \nSpeaker 5: Yeah, sure.  Can I have your personnel number? \nSpeaker 4:  Yes. Okay, ########.  All right.\nSpeaker 5: All right, thank you.  So let me go ahead and pull up your account here one moment.  And can I also have your enterprise ID?\nSpeaker 4: #############.  All right.\nSpeaker 5: All right, ######, thank you for that.  So how can I help?  Yeah, by the way, ######, in case the call gets disconnected, can I also have your callback number?  Yes, ############.  Thank you.  So how can I help you today, ######?\nSpeaker 4: Yes, so I was just trying to do two things.  One, log in to DayForce to see my old pay stubs, and I was not able to reset my former employee account, it said that the email address I entered wasn't found, which is definitely the one I saved.  And then I was also trying to access the 401k platform, but I actually had never signed up for Merrill.  I had only ever used the light, like the previous provider.  So I don't have an existing account and was hoping for some help there too.\nSpeaker 5: All right, so I completely understand that, but the rest I'll be more than happy to use you for this.  1.  ###### will that be can you hold for about 1 to 2 minutes.  I need to get my resources here in my and and I'll get back to you.  Okay.\nSpeaker 4: Okay.  I actually have a meeting in like, 5, 10 minutes.  Would it be possible to get a call back?\nSpeaker 5: Yeah, I can also do a callback, but if you don't receive any callback from me, you can call us back.  But yeah, for this one, ######, I will be creating a ticket for this one since you've mentioned that you have a meeting.  So you can also write it down.\nSpeaker 4: Okay, sure.\nSpeaker 5: All right.  So it's going to be INC.  It's I for India, N for Nancy, C for Charlie.\nSpeaker 4: Okay.\nSpeaker 5: And then 48714127.\nSpeaker 4: Okay, so INC48714127.\nSpeaker 5: All right.  So for this one, ######, what we're going to do right now, I will be assigning your ticket to the support or to the level to support so that we can reset your email address to be logged in on your day course.  So I will be needing some information.  Just a moment here.  And can I also have your Accenture office end date?\nSpeaker 4: I think it was the ##?  Mm-hmm.  ######### ####.  Sorry.  ######### ####, ####.\nSpeaker 5: All right.  ######### ####, ####.  Thank you.  And just wanted to confirm again your personal number.  It's going to be ##########.\nSpeaker 4: Sorry.  Yeah, ##########.\nSpeaker 5: Thank you.  And can I also have your most recent career, counselor or supervisor?\nSpeaker 4: Yeah, ##############.  That's ##############.  Yeah.\nSpeaker 5: Can you spell for me the last name?\nSpeaker 4: ###########.\nSpeaker 5: So it's going to be ###########?\nSpeaker 4: #####.  # as in ##.  #####.\nSpeaker 5: All right.  #####.  All right.  Thank you.  And can I also have your updated personal label address to be used as the updated login name?\nSpeaker 4: Yeah.\nSpeaker 5: So just wanted to confirm, it's ######################?\nSpeaker 4: That's right.\nSpeaker 5: All right.  Thank you.  And how about your last office?\nSpeaker 4: My last office?  #######.\nSpeaker 5: Thank you.  And your last position level?\nSpeaker 4: Again, L11.  No, sorry, Senior Analyst.  I think it's L11.\nSpeaker 5: All right.  So it's going to be level 11?  All right.\nSpeaker 4: Let me look.  Let me check.  Sorry.  I guess there would be L10.\nSpeaker 5: L10.  Is that for a manager or analysis?\nSpeaker 4: No, it's a strategy.\nSpeaker 5: All right.  And for your callback number, it's ############, correct?  ##########.\nSpeaker 4: Yeah.\nSpeaker 5: All right.  Thank you.  So your first name is ######.  Let me go ahead and put that here.  And then your last name is ######.  And then do you have a middle name?\nSpeaker 4: Do I need to put it?\nSpeaker 5: Yeah.  We need it also.\nSpeaker 4: It's not.  it shouldn't be on any of my forms.  I don't think.\nSpeaker 5: Yeah, well, I can also.  Can I see here your middle name?\nSpeaker 4: Sure.  #######.\nSpeaker 5: With an #, or without this.\nSpeaker 4: No.\nSpeaker 5: All right.  Thank you.  And previously used.  personal email address?\nSpeaker 4: It should be the same one, ### ######.\nSpeaker 5: All right, thank you.  So for this one, ######, I will be assigning this to one of the support and I will also be calling you back for any updates or if you don't receive any calls from me, just please check your email address.  for ######################.\nSpeaker 4: Okay.  Will do.  I have to run.  Thank you.\nSpeaker 5: All right.  Thank you for calling CIO #######.  Have a good day.  Bye-bye.\n</call_transcript>\n<summary>\nA former employee contacted the company's IT helpdesk to resolve two issues: accessing old pay stubs on DayForce and setting up an account for the 401k platform. The employee reported being unable to reset their DayForce account due to an unrecognized email address and mentioned never having registered with the current 401k provider, Merrill.\n\nThe helpdesk agent collected the employee's personnel number, enterprise ID, callback number, and other details, including their last office, position level, supervisor, and updated personal email address. The agent created a support ticket (INC48714127) and assured the employee that the issue would be escalated to Level 2 support for resolution. The agent also confirmed that they would follow up via email or phone, and the employee was advised to check their email for updates if no callback was received.\n\nDue to time constraints, the employee requested a callback and had to leave the call. The agent concluded by confirming all details and reiterating the next steps.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issues faced by the former employee and the steps taken by the helpdesk agent. It is relevant, focusing on the key topics discussed during the call. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the details from the transcript without any misleading content. However, the summary could be slightly more complete by mentioning the specific details collected by the agent, such as the employee's middle name and previously used personal email address. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issues and resolutions discussed in the call transcript. It is also relevant, focusing on the key topics of accessing old pay stubs and setting up a 401k account. The structure and flow of ideas are clear, making it easy to understand and follow.\n\nThe summary is accurate, with all information presented matching the details in the call transcript. It also provides a fair description of the main problems and resolutions, including the creation of a support ticket and the agent's assurance of follow-up.\n\nHowever, some minor details, such as the employee's meeting constraint and the agent's confirmation of the employee's middle name, are not included in the summary. Despite this, the summary still effectively captures the essential information from the call transcript.\n\nOverall, the summary is well-written, and its strengths in conciseness, relevance, coherence, accuracy, and completeness outweigh its minor omissions.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the caller as a former employee with two specific issues (DayForce and 401k access)\n2. Accurately describes the problems and their nature\n3. Details the information collected by the agent (personnel number, enterprise ID, etc.)\n4. Includes the specific ticket number and next steps\n5. Mentions the callback arrangement and follow-up process\n\nThe summary is well-structured, flowing logically from problem identification to resolution steps. It maintains conciseness while including all crucial information. The language is clear and professional.\n\nMinor improvement could be made by mentioning the initial automated system messages about high call volume and passwordless authentication, but these aren't crucial to the core interaction.\n\nThe summary is highly accurate, with no factual errors or misrepresentations. It provides a complete picture of the interaction's key points while remaining focused and relevant.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "1f5f1326-958f-403b-ae62-785a1e7a529c",
    "train_trial_index": 0,
    "predicted_text": "The call involved an employee seeking assistance from the IT helpdesk to resolve an issue with multi-factor authentication (MFA) that was preventing access to essential applications like Outlook and Teams. The employee explained that previous attempts to fix the issue, including resetting the MFA setup and using a temporary password, had failed, leaving them locked out of their account.\n\nThe helpdesk agent reviewed the case history and attempted to troubleshoot by guiding the employee through generating a temporary access pass and enabling phone sign-in. However, the employee continued to encounter error messages, including \"account is blocked\" and \"account is temporarily locked.\" The agent advised waiting 30 minutes to an hour for system replication before trying again, but the employee expressed frustration, noting that the temporary access pass would expire within 30 minutes, making the solution impractical.\n\nThe call ended with the agent suggesting the employee try again later and reach out via Teams if the issue persisted. The employee remained dissatisfied, citing repeated troubleshooting steps and lack of resolution. The issue was left unresolved, pending further escalation or follow-up.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 2787.0,
      "num_output_tokens": 211.0,
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      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8518518518518517
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  To check if your account is passwordless, please visit #####.  Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Yes, hi.\nSpeaker 3: My name is ############.  My employee personnel number is #########.\nSpeaker 4: Thank you.  And can I have again the enterprise ID, please?\nSpeaker 3: ################.\nSpeaker 4: Thank you.  And can I have your callback number, please?\nSpeaker 3: ############.\nSpeaker 4: Thank you.  All right, #######, how can I help you today?\nSpeaker 3: So this is now my third time calling about the infection situation, but hopefully we can fix it this time.  My multi-factor authentication is not working, and therefore I cannot get into any of the apps on my phone.  that would be Outlook and Teams and anything else that's affected by multi-factor authentication.  The last lady that I was on the phone with deleted everything, and that did not work.  So she deleted everything and had me re-scan the QR code from MFA, but when it started asking for a password, so she created a temporary password.  And because of the fact that the temporary password did not work to sign in to MFA, Now I'm locked out of everything, so I move everything to... Mm-hmm.\nSpeaker 4: It's a funny story to hear that, that you need to call us back for the same issue, but no worries, since you have me on the line, I'll do my best to assist you with your concern.  And since you mentioned you already called us here for the same issue, is it okay if I'll be putting the call on hold for one to two minutes?  I would like to check the annotations of the previous agents.\nSpeaker 3: Actually, no, because they didn't resolve the issue.  So I would like to resolve the issue.  And I don't have an awful lot of time, because I am on strike.  And so I would like to resolve the issue.  I'm not in the mood to wait for more phone calls, if that's OK with you.  Or more hold.  Thank you.\nSpeaker 4: So you don't want me to put the hold on hold while checking the email?  they account or the notations of the agency?\nSpeaker 3: Ultimately, nothing they did worked, so I don't really see what they're going to benefit.\nSpeaker 4: All right, so I'll just be on mute on the line.  Just call my attention if you have clarification.  while I'm still validating the notations of the agents, okay?\nSpeaker 3: Yeah, I'm like, I don't understand why ### really wants to stay in here all day.  We all know that ######'s gonna walk out of here at 5:30.  They do not stay later than 5:30.  They don't care if the place is burning down.  They will not stay later than 5:30.  At least not the one who knows what the hell they're doing.  So I'm out with #### and ##### and ########.  Because #### and #### don't want to know what they're doing.  ##### is fussing, and ##### and #####, I really don't get it.  And what is the purpose of ######?  Yeah, what is she doing?\nSpeaker 4: Hello, #######.  Thank you so much for staying in the line.  So yeah, ####### has checked here in our tools.  Yeah, we really need to enroll in your phone signing and getting ready to check the annotations here that when you try to enable the phone sign-in, you're receiving the message that your account is blocked.  But can we try that one again?  Can you generate your own temporary access pass?\nSpeaker 3: Okay, that's fine.\nSpeaker 4: All right, so please generate a temporary access pass and please enable your phone sign-in.  and let me know if you're still receiving the same error.\nSpeaker 3: When am I supposed to do that?\nSpeaker 4: Okay, so I'll be pinging you on...\nSpeaker 3: Okay.\nSpeaker 4: I'll be pinging you on Teams.  Just give me a second, please.\nSpeaker 3: Okay, thank you.\nSpeaker 4: All right, I already pinged you on ############.  It's from ####### #######.  So kindly access the link I sent you and please confirm if you can access that link.\nSpeaker 3: Okay.  I generated the temporary access and it is still giving me the same issue, that it's locked.\nSpeaker 4: All right.  So you generated the temporary access pass already right now?  Yes.  And did you see the process I provided you?  So you did this.  You opened the authenticator app.\nSpeaker 3: To try to have my phone as a sign-in.  Yeah.  And it's still saying that it's locked.  All right.\nSpeaker 4: Can you, is it possible that you can send me the screenshot?\nSpeaker 3: No, I can't because it's on my phone and I can't send anything to Accenture because I'm not getting, I'm not able to get in Accenture apps.  I just, I don't understand.\nSpeaker 4: All right, so let me confirm, the error message on your Authenticator app is your account is blocked, am I correct, right?\nSpeaker 3: Yeah.\nSpeaker 4: All right, so let me go ahead and report this first to my support, since we already did the same thing that, and you already waited for the replication time for this issue, but you still encountered the same error message.  So just stay on the line, please, #########.  Hello, #########.  Thank you so much again for staying on the line.  So right now, as advised from my support, we need to undergo a verification process because we need to request a temporary access pass from our RTS team.  So I know you can generate your own temporary access pass, but this is the advice that we need to follow right now so we can if the issue is still the same after requesting for the temporary access pass from RPS, okay?  So I'll be pinging you on Teams as part of the verification process, #######.\nSpeaker 3: Yeah, okay.\nSpeaker 4: All right.  Can you please reply to that message?  ######### will be waiting for your reply.  I haven't received your reply.  Please reply to the message on Teams, please.  as part of the documentation for the verification process.  So you have to indicate there the reason.\nSpeaker 3: Really not listening, and y'all are just reading off of the script and making people repeat the exact same stuff.  It's not working for me.  I just need you to understand that.\nSpeaker 4: I know, ####, I know we get you interfering, but we just really have to...\nSpeaker 3: It's the same thing.  You tell it, you're asking me to repeat the exact same things over and over again, and you're not listening to me.\nSpeaker 4: We are listening, #######.  Yeah, we really did.  So, if you're not.\nSpeaker 3: I just want my ###.  That would be beautiful.\nSpeaker 4: I just want my ###\nSpeaker 3: I don't want the ###.  I really don't.\nSpeaker 4: Anyway, I think you replied already, so we need to proceed with other verification details.  So, I would like to ask again for your personnel number as part of the verification.  Got it.  And I would like to ask for your office location, please.\nSpeaker 3: #######.\nSpeaker 4: All right.  Got it.  Thank you so much.  So I'll be requesting first a temporary access pass to RTS.  So stay on the line, please.  Hello, #######.  Can you try again the same process that I sent you in Teams on enabling your phone sign-in?  And I'll be providing you that temporary access pass.\nSpeaker 3: Okay.\nSpeaker 4: So open the app, click your Accenture email.  I have it.  I have it.  All right.  Okay, just let me know if it's asking for a temporary access pass.\nSpeaker 3: Okay, thank you.  Okay, yes, it is asking for that.\nSpeaker 4: Okay, so are you ready?\nSpeaker 3: Yes.\nSpeaker 4: All right, so lowercase f, as in father, and sign.  What sign?  And the symbol in number seven.\nSpeaker 3: Okay.\nSpeaker 4: Then number two.  Okay.  Number seven.\nSpeaker 3: Wait a minute.  Okay.  Seven, two.  Okay.\nSpeaker 4: Then at sign, the symbol under number two.  Okay.  Number six.  lowercase u as an umbrella, lowercase w as in water.  That's all.\nSpeaker 3: So, I have ascending clause, ampersand, seven, two, the at symbol, six, u, w.\nSpeaker 4: So, it's two, seven.\nSpeaker 3: Two, seven.  The number is two, seven.  It says, your account is temporarily locked, presents unauthorized use.  Try again, and if you still have trouble, contact your admin, which I'm doing.\nSpeaker 4: Account is temporarily locked?  What is it?\nSpeaker 3: Yep, said that at the beginning.\nSpeaker 5: All right, just give me a second.  What can we do for you?  We're talking against pay.  Compensation is yes.  Hours are no.  Those are hours to open your regular schedule.  These are all the employees that have no Direct the positive election.\nSpeaker 4: Hello, #######.  Thank you so much for staying on the line.  So, since you received the error message that your account is temporarily locked, we just have to wait for the replication time, and please don't try accessing that one again within 30 minutes to one hour, and don't You don't need to call us.  You can ping me on Teams if you encounter the same error so we can escalate or find a way on how we can resolve this concern.\nSpeaker 3: So my question on that is, how exactly does that make sense when your temporary access passes are only good for 30 minutes?  So if I wait 30 minutes, Now I'll help explain it.  I didn't say anything.  You guys are not solving my problem.  So you really should stop asking me to provide feedback for you because that's not a good look.\nSpeaker 4: I understand your point, #########, but earlier, The issue you're having is your account is blocked.  That's why the agent advised you to wait for the replication time.  But since today, there's a progress because the error message already is not your account is blocked, but your account is temporarily locked.  So it's just temporary.  So we just have to wait for the replication time.  And once we already waited for the replication time, 30 minutes to one hour, just ping me on Teams if you still encountering the same error.  so I can assist you further.  Don't worry, I'll be responding to your message to me on Teams.\nSpeaker 3: Thank you.  Thank you so much.\nSpeaker 4: Thank you so much.  Please ping me on Teams, if any, okay, for the feedback or for the update.\nSpeaker 3: And so is it supposed to be the exact same password?  Because those passwords expire every 30 minutes.  You guys are really not solving my issue, because you're telling me to wait for the replication that takes 30 minutes to an hour, but you're giving me a password that's going to basically be expired by the time I'm supposed to try this out again.  It's okay.  We can just... It's fine.  Don't worry about it.  I will try this again later.  I can't.  I can't.  Thank you, though.\nSpeaker 4: Okay.  Thank you so much.  We can request another temporary access pass later if you provide me an update.\nSpeaker 3: That's perfect.  Thank you.\nSpeaker 4: Thank you so much, #######.  Bye-bye for now.\n</call_transcript>\n<summary>\nThe call involved an employee seeking assistance from the IT helpdesk to resolve an issue with multi-factor authentication (MFA) that was preventing access to essential applications like Outlook and Teams. The employee explained that previous attempts to fix the issue, including resetting the MFA setup and using a temporary password, had failed, leaving them locked out of their account.\n\nThe helpdesk agent reviewed the case history and attempted to troubleshoot by guiding the employee through generating a temporary access pass and enabling phone sign-in. However, the employee continued to encounter error messages, including \"account is blocked\" and \"account is temporarily locked.\" The agent advised waiting 30 minutes to an hour for system replication before trying again, but the employee expressed frustration, noting that the temporary access pass would expire within 30 minutes, making the solution impractical.\n\nThe call ended with the agent suggesting the employee try again later and reach out via Teams if the issue persisted. The employee remained dissatisfied, citing repeated troubleshooting steps and lack of resolution. The issue was left unresolved, pending further escalation or follow-up.\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with multi-factor authentication and the helpdesk agent's troubleshooting attempts. The information is relevant and focuses on the key aspects of the call. The summary is coherent, with a clear structure and flow of ideas, making it easy to understand. It accurately reflects the content of the call transcript without any false or misleading information. However, it could be slightly more complete by mentioning the employee's frustration with repeated troubleshooting steps and the specific error messages encountered. Overall, it provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with multi-factor authentication and the helpdesk agent's attempts to troubleshoot. The summary has a clear structure, making it easy to follow and understand, which indicates good coherence. The information presented is factually correct, demonstrating accuracy. However, the summary could be improved in terms of completeness. While it covers the main problem and the attempted resolutions, it does not fully capture the employee's frustration and the perceived inefficiency of the troubleshooting process. Additionally, some details, such as the initial automated messages and the employee's personnel number, are omitted, but these are not crucial to understanding the main issue. Overall, the summary provides a fair description of the call but could be more comprehensive.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the core issue (MFA problems preventing app access)\n2. Mentions previous failed attempts\n3. Details the troubleshooting steps taken during the call\n4. Accurately reflects the outcome and employee's frustration\n5. Captures the logical contradiction in the solution (30-minute wait vs. 30-minute password expiry)\n\nThe summary is concise while maintaining essential details, has good flow, and accurately represents the interaction. It's structured well, moving from problem description to attempted solution to outcome.\n\nMinor improvements could include mentioning this was the employee's third call about the issue (showing persistence of the problem) and the employee's initial resistance to the agent checking previous call notes. However, these are relatively minor details that don't significantly impact understanding of the core interaction.\n\nThe summary achieves its primary goal of providing a clear, accurate, and complete picture of the helpdesk interaction while maintaining brevity.",
        "claude_score": 9.0
      }
    }
  }
]