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    "instance_id": "01c7ea5b-0fad-4b0e-bd58-99901ab2482a",
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    "predicted_text": " The company's IT helpdesk received a call from an employee who was experiencing issues with their computer's audio. The employee reported that their audio was not working on multiple applications, including Microsoft Teams and the sound recorder. The IT helpdesk agent confirmed the issue and initiated a remote session to troubleshoot the problem. The agent then ended the call and continued the conversation through the remote session 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 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>\n The company's IT helpdesk received a call from an employee who was experiencing issues with their computer's audio. The employee reported that their audio was not working on multiple applications, including Microsoft Teams and the sound recorder. The IT helpdesk agent confirmed the issue and initiated a remote session to troubleshoot the problem. The agent then ended the call and continued the conversation through the remote session 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 effectively conveys the main issue and resolution steps, which is a positive aspect. It is relevant to the main topic, focusing on the audio issues experienced by the employee and the actions taken by the IT helpdesk agent. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand.\n\nHowever, there are some areas where the summary could be improved. While it accurately describes the main issue and the initial troubleshooting steps, it omits some details that could provide a more complete picture. For example, it does not mention the specific steps the agent asked the employee to take, such as visiting 123rescue.com and downloading a file. Additionally, the summary does not mention the agent's request for the employee's personal number and callback number, which are part of the process.\n\nOverall, the summary is accurate but could be more complete by including these additional details.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and steps taken by the IT helpdesk agent to address the problem. It remains relevant to the topic, focusing on the audio issue and the troubleshooting process. The structure is coherent, making it easy to follow and understand. The information presented is accurate, aligning with the details from the call transcript. However, the summary could be considered somewhat incomplete as it does not mention the initial steps taken before the remote session, such as the employee rebooting their computer and attempting to access 123rescue.com. Despite this, the summary captures the essence of the problem and the approach to resolving it.\n\nGiven these considerations, the summary scores well on conciseness, relevance, coherence, and accuracy but slightly lower on completeness. Overall, it provides a clear and factual overview of the main issue and the steps taken to address it.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core issue (audio problems affecting multiple applications) and the basic flow of the support call. It is concise while including the essential details of the problem and the resolution process. The summary maintains coherence by presenting information in a logical sequence from problem identification to support action.\n\nIn terms of accuracy, all stated facts align with the transcript. However, the summary could have mentioned that the agent first put the caller on hold to gather resources before initiating the remote session, which was a notable step in the process.\n\nThe summary meets the relevance criterion by focusing on the main technical issue and support process without including unnecessary details. For completeness, while it captures the main problem and the initiation of troubleshooting, it doesn't mention the specific steps taken to establish the remote session (123rescue.com).\n\nOverall, the summary is well-constructed and serves its purpose, though there's room for minor improvements in terms of including some additional relevant details about the troubleshooting process.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "5a1c2730-1fde-4eb2-9121-5c0d0b923b95",
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    "predicted_text": " The employee, using a new phone with the same number, is unable to log into SharePoint or Portal due to a non-functioning authenticator app. The IT helpdesk agent guides the employee to register the new device through MyID.accenture.com. After encountering issues with the remote session, the agent sends a temporary access pass link via Teams chat. The agent then assists the employee in registering the new device and enabling phone sign-in. The issue is resolved, and the employee can now log in using the authenticator app.",
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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>\n The employee, using a new phone with the same number, is unable to log into SharePoint or Portal due to a non-functioning authenticator app. The IT helpdesk agent guides the employee to register the new device through MyID.accenture.com. After encountering issues with the remote session, the agent sends a temporary access pass link via Teams chat. The agent then assists the employee in registering the new device and enabling phone sign-in. The issue is resolved, and the employee can now log in using the authenticator app.\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 authenticator app and the steps taken 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 describes the key events and actions taken during the call. However, the summary could be more complete by mentioning the initial troubleshooting steps, such as the remote session attempt and the specific issues encountered with the Mac device. Overall, the summary provides a fair description of the main problems and resolutions but could include a bit more detail for completeness.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue and resolution within a brief length. It is relevant to the main topic, focusing on the employee's authenticator app issue and the IT helpdesk agent's assistance. The summary has a clear structure and flow of ideas, making it easy to understand and follow. The information presented is factually correct, accurately reflecting the events in the call transcript. However, the summary could be more complete by mentioning the initial issues with the remote session and the employee's inability to access the temporary access pass link. Despite this, the summary provides a fair description of the main problems and resolutions.\n\nGiven the strengths in conciseness, relevance, coherence, and accuracy, and a minor weakness in completeness, I would score the summary an 8 out of 10.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core problem (authenticator issues with new phone) and resolution (device registration and setup process). It maintains good conciseness while including essential details about the troubleshooting steps. The information is highly relevant, focusing on the main issue without including unnecessary details from the verification process. The summary follows a logical flow from problem identification to resolution, making it coherent and easy to follow. It's accurate in representing the key events and solutions from the transcript. In terms of completeness, it covers the main aspects of the interaction, though it could have mentioned the initial remote session attempt that didn't work due to Mac compatibility issues. The summary successfully conveys how the issue was resolved through temporary access passes and the final confirmation of successful login. While nearly perfect, the minor omission of the Mac-related troubleshooting detail prevents it from getting a perfect score.",
        "claude_score": 9.0
      }
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    "predicted_text": " The call transcript involves a company's IT helpdesk dealing with a password issue for a recently onboarded contractor. The contractor's password, provided via email, is not working, and the contractor is unable to log in. The caller, a manager, explains that the contractor's password inquiry is not being directed to them as it usually would. The IT helpdesk agent checks the contractor's account and finds that there are no multi-factor authentication methods set up. The agent suggests that the contractor call the helpdesk again so they can assist in setting up the account. However, the caller mentions that the contractor has already tried this and was told that the password approval request is going to their manager. The agent then clarifies that since there is no manager assigned to approve the request, the local tech support will reach out to the contractor to verify the account, set up multi-factor authentication, and reset the password. The agent assures the caller that this will happen within 24 hours.",
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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, 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>\n The call transcript involves a company's IT helpdesk dealing with a password issue for a recently onboarded contractor. The contractor's password, provided via email, is not working, and the contractor is unable to log in. The caller, a manager, explains that the contractor's password inquiry is not being directed to them as it usually would. The IT helpdesk agent checks the contractor's account and finds that there are no multi-factor authentication methods set up. The agent suggests that the contractor call the helpdesk again so they can assist in setting up the account. However, the caller mentions that the contractor has already tried this and was told that the password approval request is going to their manager. The agent then clarifies that since there is no manager assigned to approve the request, the local tech support will reach out to the contractor to verify the account, set up multi-factor authentication, and reset the password. The agent assures the caller that this will happen within 24 hours.\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 password issue for the contractor and the steps taken to resolve it. 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 and understand the resolution process. The information is accurate, reflecting the key 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 the specific instructions given by the helpdesk agent about the local tech support reaching out within 24 hours. 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 password issue and the resolution provided by the IT helpdesk agent. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. The information presented is factually correct, ensuring accuracy. The summary covers the main problems (the contractor's password issue and the misdirected password inquiry) and the resolution (the local tech support will reach out to the contractor to verify the account, set up multi-factor authentication, and reset the password), making it complete. 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 core issue (contractor's password problems and authentication setup)\n2. Accurately describes the progression of the conversation\n3. Correctly captures the resolution (local tech support will contact the contractor)\n4. Maintains coherence by presenting events in logical order\n5. Includes important details like the 24-hour timeframe\n\nThe summary achieves good conciseness while retaining essential information. It's relevant, focusing on the main problem and solution without including unnecessary details from the transcript's initial IVR system or identity verification. The summary is accurate, not misrepresenting any facts from the original conversation.\n\nMinor improvement could be made by mentioning that this was happening on a Friday, which adds context to the urgency of the 24-hour resolution timeframe. However, this is a relatively minor omission that doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "1356409f-7983-4ff7-b250-d25393dea2cd",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk for support with their Accenture laptop, which had gone to a black screen after they uninstalled PDF Suite while trying to install VS Code. The IT helpdesk agent asked the employee to unplug everything from their laptop and do a hard reboot. The employee was able to restart the laptop and log back in, but the VS Code installation was still not working. The agent initiated a remote session and guided the employee through the installation process, but the application still did not open. The agent then suggested reinstalling the application and offered to take over control of the laptop. The call ended with the agent continuing to assist the employee remotely.",
    "base64_images": [],
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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 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>\n The employee called the IT helpdesk for support with their Accenture laptop, which had gone to a black screen after they uninstalled PDF Suite while trying to install VS Code. The IT helpdesk agent asked the employee to unplug everything from their laptop and do a hard reboot. The employee was able to restart the laptop and log back in, but the VS Code installation was still not working. The agent initiated a remote session and guided the employee through the installation process, but the application still did not open. The agent then suggested reinstalling the application and offered to take over control of the laptop. The call ended with the agent continuing to assist the employee 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 captures the main points of the call, including the black screen issue, the attempt to install VS Code, and the steps taken by the IT helpdesk agent. It is relevant to the main topic and maintains coherence with a clear structure and flow. However, it misses some details, such as the employee's initial troubleshooting attempts and the specific error message encountered during the VS Code installation. The summary is mostly accurate but could be more complete by including these additional details. 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 issues and steps taken during the call within a brief length. The information presented is relevant to the main topic, focusing on the employee's laptop issue and the IT helpdesk agent's attempts to resolve it. The summary has a clear structure and flow of ideas, making it easy to understand and follow. The information is factually correct, accurately representing the events and conversations in the call transcript. However, the summary could be improved in terms of completeness, as it does not mention the employee's initial attempts to resolve the issue or the agent's request to take a picture of the error screen. Despite this, the summary provides a fair description of the main problems and resolutions.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main flow of events:\n1. Initial problem (black screen after uninstalling PDF Suite)\n2. First resolution attempt (restart/reboot)\n3. Secondary problem (VS Code installation issues)\n4. Support process (remote session and installation troubleshooting)\n\nThe summary is concise while maintaining essential details and follows a logical sequence. It accurately represents the key events and solutions attempted during the call. The information is relevant and focused on the technical issues discussed.\n\nHowever, there are minor completeness gaps:\n- Doesn't mention the initial verification process (employee number, email, callback number)\n- Doesn't specify that the VS Code installation error was related to administrator rights\n- Doesn't mention that the agent planned to send a different installer\n\nDespite these small omissions, the summary provides a clear, accurate, and coherent overview of the support interaction, effectively communicating the main problems and attempted solutions.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "5d0ad8c5-e0df-4261-8d01-ee2c725de7f2",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk for assistance with a BitLocker recovery key to access their laptop. The helpdesk agent informed them that a verification process was required before providing the key. As the employee did not have access to Accenture Teams on their mobile device, the agent proposed a verification process involving the employee's manager. The manager would receive an adaptive card on their Teams workflow for approval. Once approved, the employee would need to call back within 48 hours to avoid ticket closure. The employee expressed concern about the timeframe and was informed that this was the current process due to security reasons. The employee agreed to contact their manager and await their approval.",
    "base64_images": [],
    "stats": {
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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...\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>\n The employee called the IT helpdesk for assistance with a BitLocker recovery key to access their laptop. The helpdesk agent informed them that a verification process was required before providing the key. As the employee did not have access to Accenture Teams on their mobile device, the agent proposed a verification process involving the employee's manager. The manager would receive an adaptive card on their Teams workflow for approval. Once approved, the employee would need to call back within 48 hours to avoid ticket closure. The employee expressed concern about the timeframe and was informed that this was the current process due to security reasons. The employee agreed to contact their manager and await their approval.\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 BitLocker recovery key and the verification process required. It is relevant, sticking closely 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 is accurate, correctly reflecting the details of the conversation without any misleading information. However, it misses some minor details, such as the employee's initial attempt to use a PIN and the specific mention of the adaptive card being sent to the manager's Teams workflow. Overall, it provides a fair description of the main problems and resolutions discussed in 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 BitLocker recovery key and the helpdesk agent's proposed solution. 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 helpdesk agent's proposed solution, and the timeframe for the employee to call back. However, it does not mention the employee's initial expectation of receiving a text with a code, which is a minor detail.\n\nRegarding completeness, the summary covers the main concerns and resolutions, including the employee's issue, the proposed solution, and the timeframe for the employee to call back. However, it does not mention the employee's request to prioritize the adaptive card or their intention to contact their immediate manager.\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 main elements of the call:\n1. Conciseness: Efficiently condenses a lengthy transcript into key points without unnecessary details\n2. Relevance: Focuses on the core issue (BitLocker recovery) and resolution process\n3. Coherence: Presents information in a logical sequence from problem to proposed solution\n4. Accuracy: Correctly represents the verification process, timeframes, and requirements\n5. Completeness: Includes both the initial problem and the resolution path\n\nMinor improvements could include mentioning that:\n- The employee initially expected a text-based verification process\n- The helpdesk couldn't disclose the manager's name due to security\n- The ticket could be reopened within 72 hours if needed\n- If manager doesn't approve within 48 hours, local tech support would handle it\n\nHowever, these are secondary details, and their omission doesn't significantly impact the summary's quality. The summary successfully captures the essential elements of the interaction while maintaining clarity and brevity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "27e31961-e4fa-451b-acc5-89e8f10e2077",
    "train_trial_index": 0,
    "predicted_text": " The call begins with an automated menu offering various IT support options, including password support, applications and devices, videoconferencing services, and MyLearning Support. The menu also provides a link for users to check if their account has been migrated to a passwordless system. If the account is passwordless, the user can press 1 to speak with an agent or use self-help options. If not, they can press 2 to continue with password reset and unlock options. The user is then informed that all agents are currently assisting other callers and is asked to hold or find solutions on the tech support website. Finally, a live agent introduces themselves and requests the user's essential email address or employee number for assistance.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 463.0,
      "num_output_tokens": 152.0,
      "inference_runtime": 2.3193554878234863,
      "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 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>\n The call begins with an automated menu offering various IT support options, including password support, applications and devices, videoconferencing services, and MyLearning Support. The menu also provides a link for users to check if their account has been migrated to a passwordless system. If the account is passwordless, the user can press 1 to speak with an agent or use self-help options. If not, they can press 2 to continue with password reset and unlock options. The user is then informed that all agents are currently assisting other callers and is asked to hold or find solutions on the tech support website. Finally, a live agent introduces themselves and requests the user's essential email address or employee number for 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 transcript. It captures the automated menu options, the passwordless account verification process, the hold message, and the live agent's request for user information. The information presented is relevant to the main topic of IT support and password management. 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 could be slightly more complete by mentioning the specific URL provided for passwordless verification, which is repeated multiple times in the transcript. Overall, the summary provides a fair description of the main issues 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 IT support options and the user's interaction with the automated menu and live 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 reflects the information presented in the call transcript, including the options for passwordless accounts and the request for the user's email address or employee number. The summary is also complete, providing 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 of the redundant information, such as the repeated mention of passwordless options. 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 all key elements of the automated call system interaction:\n1. Accurately presents the initial menu options (password support, applications, videoconferencing, MyLearning)\n2. Clearly explains the passwordless system options and verification process\n3. Includes the hold message and alternative support options\n4. Mentions the final agent introduction and request for identification\n\nThe summary is well-structured, flowing logically from menu options to specific passwordless instructions to agent interaction. It maintains relevance throughout, focusing on the key information without unnecessary details. It's concise while still capturing all essential information from the transcript.\n\nThe only minor improvement could be condensing the passwordless system explanation, as it takes up a relatively large portion of the summary. However, this reflects the transcript's emphasis on this topic.\n\nThe summary achieves high marks across all criteria: conciseness (efficient), relevance (all information pertinent), coherence (logical flow), accuracy (no errors), and completeness (covers all main points).",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "479a3bbc-5f7b-4172-a324-fee9bc18226d",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk call begins with a prompt for the caller to select the type of support they need, followed by a request for their personnel number. However, before the caller can proceed, an automated message acknowledges an ongoing issue with the login system, directing users to a \"gone phishing\" page. The IT team is actively working to resolve this issue, and callers are advised not to submit additional tickets or contact the service desk regarding this matter. The message concludes with an apology for the inconvenience. The call then indicates that all agents are busy, suggesting high call volume due to the ongoing issue. Callers are given the option to hold or seek solutions on the techsupport website.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 317.0,
      "num_output_tokens": 150.0,
      "inference_runtime": 2.597872495651245,
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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 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>\n The company's IT helpdesk call begins with a prompt for the caller to select the type of support they need, followed by a request for their personnel number. However, before the caller can proceed, an automated message acknowledges an ongoing issue with the login system, directing users to a \"gone phishing\" page. The IT team is actively working to resolve this issue, and callers are advised not to submit additional tickets or contact the service desk regarding this matter. The message concludes with an apology for the inconvenience. The call then indicates that all agents are busy, suggesting high call volume due to the ongoing issue. Callers are given the option to hold or seek solutions on the techsupport website.\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 conveying the main points of the call transcript without unnecessary details. It captures the key elements: the initial prompts, the ongoing issue with the login system, the advice not to submit additional tickets, the apology, and the high call volume. 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 is also accurate, correctly reflecting the details from the transcript without any false or misleading information. However, it slightly misses the detail that the high call volume is due to \"performance issues with my key,\" which could be more explicitly stated. 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, including the initial prompts, the acknowledgement of the ongoing issue with the login system, and the advice not to submit additional tickets. It also mentions the high call volume and provides an alternative solution for callers. The summary is concise, relevant, and coherent, making it easy to understand and follow. The information presented is factually correct and does not contain false or misleading information. However, the summary could be improved by explicitly stating that the issue is with \"my key\" as mentioned in the transcript, but this is a minor detail. Overall, the summary provides a fair description of the main problems and resolutions.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call transcript:\n1. Conciseness: It efficiently condenses the IVR menu structure and main message about the system issue without unnecessary details.\n2. Relevance: All information included relates directly to the call flow and system problem.\n3. Coherence: The summary follows a logical progression from initial prompts to the system issue announcement and final hold message.\n4. Accuracy: The summary correctly represents the facts from the transcript, including the \"gone phishing\" issue, the team's active work on resolution, and the request not to submit additional tickets.\n5. Completeness: It covers all major components of the call, including the menu options, system issue, and high call volume situation.\n\nMinor improvements could include being slightly more concise about the initial menu options, as these are less critical than the system issue information. However, the summary effectively balances detail and brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "6c54f64b-74c6-4d86-af6d-927a4f685fc9",
    "train_trial_index": 0,
    "predicted_text": " The employee (Speaker 5) is unable to log into Microsoft Teams due to an issue with the Authenticator app. They contact the IT helpdesk (Speaker 4) for assistance. The helpdesk agent guides the employee to generate a temporary access pass for setting up phone sign-in. The employee follows the instructions, and after a few attempts, they successfully create the temporary access pass. The helpdesk agent then instructs the employee to open the Authenticator app and proceed with setting up phone sign-in using the temporary access pass. After completing the setup, the employee is able to log into Teams. The helpdesk agent confirms if any further assistance is needed, and the call ends with the employee expressing gratitude for the help received.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1421.0,
      "num_output_tokens": 163.0,
      "inference_runtime": 2.1787681579589844,
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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>\n The employee (Speaker 5) is unable to log into Microsoft Teams due to an issue with the Authenticator app. They contact the IT helpdesk (Speaker 4) for assistance. The helpdesk agent guides the employee to generate a temporary access pass for setting up phone sign-in. The employee follows the instructions, and after a few attempts, they successfully create the temporary access pass. The helpdesk agent then instructs the employee to open the Authenticator app and proceed with setting up phone sign-in using the temporary access pass. After completing the setup, the employee is able to log into Teams. The helpdesk agent confirms if any further assistance is needed, and the call ends with the employee expressing gratitude for the help received.\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 Authenticator app and the steps taken to resolve it. 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 outcomes from the transcript. However, it misses some minor details, such as the initial high call volume message and the specific steps taken during the troubleshooting process. Overall, it 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 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 helpdesk's assistance. 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, ensuring accuracy. The summary also provides a fair description of the main problem and resolution, covering the key points discussed during the call, thus achieving completeness. However, some minor details, such as the initial automated messages and the mention of a survey at the end, 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 helpdesk call:\n1. Clearly states the problem (Teams login issue with Authenticator app)\n2. Accurately describes the solution process (generating temporary access pass)\n3. Includes the successful resolution\n4. Maintains proper chronological flow\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while including all crucial information. It's coherent and easy to follow, with a clear problem-solution structure. The information is accurate and matches the transcript without any misrepresentations.\n\nMinor improvements could include mentioning that the employee needed to use their Accenture machine for the process, and that there was a brief technical hiccup during the temporary pass generation (\"An error occurred\" moment that required a refresh). However, these are not critical omissions as they don't affect the main narrative of the resolution process.\n\nThe summary successfully balances brevity with informativeness, making it a highly effective representation of the call transcript.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "69cfe4f8-8844-410b-b3f8-0ce8e486153f",
    "train_trial_index": 0,
    "predicted_text": " The employee, with personnel number #########, calls the IT helpdesk due to issues accessing Microsoft Teams and SharePoint on their Windows laptop. They can access Outlook but not other applications. The helpdesk agent identifies that the employee is listed on soft conditional access, causing the issue. The agent guides the employee to the support site to check device compliance, which appears to be fine. The agent then forwards the employee's information to remote technicians to remove their account from conditional access, promising a resolution within 1-2 hours. The agent assures the employee they will follow up, and no further action is needed from the employee.",
    "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.\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>\n The employee, with personnel number #########, calls the IT helpdesk due to issues accessing Microsoft Teams and SharePoint on their Windows laptop. They can access Outlook but not other applications. The helpdesk agent identifies that the employee is listed on soft conditional access, causing the issue. The agent guides the employee to the support site to check device compliance, which appears to be fine. The agent then forwards the employee's information to remote technicians to remove their account from conditional access, promising a resolution within 1-2 hours. The agent assures the employee they will follow up, and no further action is needed from 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 accessing Microsoft Teams and SharePoint, the identification of the problem as soft conditional access, 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 that make it easy to understand. The accuracy of the summary is high, as it correctly reflects the details of the call transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial difficulty in communication regarding the personnel number and the specific steps the agent took to verify device compliance. 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 accessing Microsoft Teams and SharePoint, and the helpdesk agent's resolution. The summary has a clear structure, starting with the problem, then the diagnosis, 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. However, some minor details, such as the initial automated messages and the employee's Accenture email, 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 core issue (Teams/SharePoint access problems)\n2. Mentions the root cause (soft conditional access)\n3. Describes the troubleshooting steps (checking support site for device compliance)\n4. States the resolution (remote technicians to remove account from CA)\n5. Includes the expected timeline (1-2 hours) and follow-up plan\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem to resolution. It accurately represents the conversation without including unnecessary details like the initial IVR prompts or ID verification process. The language is clear and professional.\n\nOne minor improvement could be mentioning that the device compliance check showed mostly green and blue indicators, indicating good status, but this is a minor detail that doesn't significantly impact the summary's effectiveness.\n\nThe summary meets all evaluation criteria exceptionally well, with strong performance in accuracy, completeness, and coherence while maintaining conciseness and relevance.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "bd1034a5-aa68-44c6-bab7-7b3243bc2dbe",
    "train_trial_index": 0,
    "predicted_text": " The employee, Speaker 3, contacts the IT helpdesk for assistance with their deactivated enterprise ID. They explain that their contract has been extended, but their account was deactivated due to an end date. Speaker 4, the helpdesk agent, confirms the employee's details and informs them that their account shows as a former contractor. The employee provides their email address and explains that their contract has been extended to October 14th. Speaker 4 advises the employee to contact the respective team, ########################, for further assistance in updating their account status. The employee confirms that they have interacted with this team before and will reach out to them for help. The call ends with both parties expressing gratitude and saying goodbye.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1472.0,
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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...\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>\n The employee, Speaker 3, contacts the IT helpdesk for assistance with their deactivated enterprise ID. They explain that their contract has been extended, but their account was deactivated due to an end date. Speaker 4, the helpdesk agent, confirms the employee's details and informs them that their account shows as a former contractor. The employee provides their email address and explains that their contract has been extended to October 14th. Speaker 4 advises the employee to contact the respective team, ########################, for further assistance in updating their account status. The employee confirms that they have interacted with this team before and will reach out to them for help. The call ends with both parties expressing gratitude and saying goodbye.\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 deactivation of the enterprise ID and the steps taken to resolve it. 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 details discussed in the call, such as the contract extension and the need to contact a specific team for further assistance. However, the summary could be slightly more complete by mentioning the initial confusion about the employee's details and the specific instructions given by Speaker 4. 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 deactivated enterprise ID 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 employee's contract extension and the helpdesk agent's advice to contact the respective team are accurately represented.\n\nHowever, the summary could be improved in terms of completeness. While it mentions the employee's concern and the helpdesk agent's response, it does not explicitly state that the issue was not fully resolved during the call and that the employee was directed to contact another team for further assistance.\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 core interaction without unnecessary details from the IVR system or repetitive dialogue.\n2. Relevance: It focuses on the main issue (deactivated enterprise ID) and the resolution path.\n3. Coherence: The summary flows logically from problem identification to resolution steps.\n4. Accuracy: All stated facts match the transcript, including the contract extension date (October 14th) and the former contractor status.\n5. Completeness: It covers both the problem (deactivated ID due to contract end date) and resolution (need to contact specific team).\n\nMinor improvements could include mentioning that the initial contract end date was September 30th, but this isn't crucial to understanding the interaction. The summary successfully balances detail and brevity while maintaining accuracy and clarity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "7c39a707-74f8-4a52-b68c-497627e0b751",
    "train_trial_index": 0,
    "predicted_text": " The call transcript details a conversation between an Accenture former employee and an IT helpdesk representative. The former employee is having trouble logging into the former employee portal due to an unrecognized personal email address. The helpdesk representative explains that a ticket needs to be created and forwarded to the former employee support team to update the email address in the system. The representative gathers the necessary information, including the employee's official end date, last supervisor, updated personal email address, last office, and last position level. The representative then creates a ticket and informs the former employee that they will receive an email with the ticket number and further instructions on how to log into the portal with the updated email address.",
    "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, 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>\n The call transcript details a conversation between an Accenture former employee and an IT helpdesk representative. The former employee is having trouble logging into the former employee portal due to an unrecognized personal email address. The helpdesk representative explains that a ticket needs to be created and forwarded to the former employee support team to update the email address in the system. The representative gathers the necessary information, including the employee's official end date, last supervisor, updated personal email address, last office, and last position level. The representative then creates a ticket and informs the former employee that they will receive an email with the ticket number and further instructions on how to log into the portal with the updated email address.\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 issue with the former employee's email address and the steps taken by the helpdesk representative. It is relevant, as it includes only the necessary details related to the main topic. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. It is accurate, reflecting the key facts from the transcript without any misleading information. However, it misses some minor details, such as the former employee's need for the 2023 W2 form and the representative's assurance to email the ticket number. These details could provide a more complete picture of the call.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It is also relevant, focusing on the former employee's problem with logging into the portal and the helpdesk representative's solution. The summary has a clear structure, starting with the problem and then explaining the steps taken to resolve it, 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 considered slightly incomplete as it does not mention the former employee's ultimate goal of accessing their 2023 W2, which is an important context for their issue. Despite this, the summary covers the main problem and resolution well.\n\nGiven these considerations, the summary scores well on conciseness, relevance, coherence, and accuracy but slightly lower on completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core elements of the call:\n1. Identifies the main issue (former employee unable to access portal due to unrecognized email)\n2. Explains the solution process (creating ticket for former employee support team)\n3. Lists the key information collected (end date, supervisor, email, office, position)\n4. Mentions the resolution (ticket creation and pending email instructions)\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details from the automated system prompts. It follows a logical flow from problem identification to resolution steps. The information presented is accurate to the transcript, including the important detail about the W2 form being the ultimate goal (though this could have been emphasized more). The summary provides a complete picture of both the issue and the process for resolution, though it could have mentioned the urgency expressed by the former employee regarding the W2 access.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "3be91fa8-9bbb-4df1-97ed-33293eab87f9",
    "train_trial_index": 0,
    "predicted_text": " A new employee, Mr. ######, calls the IT helpdesk for assistance with setting up his work laptop. He has reached step 10 in the setup process but is stuck at the account setup screen, which has been displaying \"working on it\" for over an hour. The IT helpdesk agent, Speaker 5, apologizes for the inconvenience and informs Mr. ###### that they will need to forward his ticket to the local tech support team for further troubleshooting. The agent documents that Mr. ###### does not have access to his account and provides his callback number for the local tech support team to reach out. Mr. ###### agrees to keep his lines open and wait for a callback.",
    "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 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>\n A new employee, Mr. ######, calls the IT helpdesk for assistance with setting up his work laptop. He has reached step 10 in the setup process but is stuck at the account setup screen, which has been displaying \"working on it\" for over an hour. The IT helpdesk agent, Speaker 5, apologizes for the inconvenience and informs Mr. ###### that they will need to forward his ticket to the local tech support team for further troubleshooting. The agent documents that Mr. ###### does not have access to his account and provides his callback number for the local tech support team to reach out. Mr. ###### agrees to keep his lines open and wait for a 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 the laptop setup and the resolution 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 transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial confusion about the employee ID and the fact that the employee is new, which adds context to the situation. 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 is also relevant, focusing on the primary topic of the call transcript, which is the new employee's issue with setting up his work 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 employee's issue, the IT helpdesk agent's actions, and the proposed 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, such as the initial automated messages and the agent's initial attempts to troubleshoot the issue. Nevertheless, the summary effectively conveys the essential information, making it a high-quality summary.",
        "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. Clearly describes the specific problem (stuck at account setup screen)\n3. Accurately presents the solution (ticket forwarding to local tech support)\n4. Includes the follow-up plan (waiting for callback)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details 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.\n\nMinor improvements could include mentioning that the agent consulted with the support team before deciding to forward the ticket, and that remote troubleshooting wasn't possible due to lack of access. However, these are secondary details that don't significantly impact the summary's effectiveness.\n\nThe summary successfully balances brevity with informativeness, making it highly effective for its purpose.",
        "claude_score": 9.0
      }
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    "predicted_text": " The employee is experiencing issues logging into their Accenture Teams and Outlook on their mobile phone after previously using a client account. The IT helpdesk agent instructs the employee to uninstall and reinstall the Outlook, Teams, and company portal applications from the App Store. The agent also advises the employee to reboot their device to refresh and flush out any changes. The employee plans to restart their phone and reach out again if the issue persists.",
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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 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>\n The employee is experiencing issues logging into their Accenture Teams and Outlook on their mobile phone after previously using a client account. The IT helpdesk agent instructs the employee to uninstall and reinstall the Outlook, Teams, and company portal applications from the App Store. The agent also advises the employee to reboot their device to refresh and flush out any changes. The employee plans to restart their phone and reach out again if the issue persists.\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 logging into Accenture Teams and Outlook on their mobile phone. It mentions the key steps provided by the IT helpdesk agent, such as uninstalling and reinstalling applications and rebooting the device. \n\nRelevance is high as the summary sticks to the main topic of the call without including extraneous details. \n\nCoherence is good; the summary has a clear structure and flow, making it easy to understand.\n\nAccuracy is also high; the summary correctly reflects the instructions given by the helpdesk agent and the employee's plan to restart their phone.\n\nHowever, the summary could be slightly more complete. It omits the initial confusion about the personnel number and the fact that the employee was already logged in on their laptop. Including these details would provide a fuller picture of the call.\n\nOverall, the summary is strong but could be improved with a bit more detail for completeness.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It is also relevant, focusing on the employee's problem with logging into Accenture Teams and Outlook on their mobile phone. The summary has a clear structure, starting with the problem and then describing the IT helpdesk agent's instructions, 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 considered somewhat incomplete as it does not mention the initial issue with the personnel number or the context of high call volume due to performance issues with \"my key.\" Despite this, the summary covers the main problem and resolution discussed in the call.\n\nGiven these considerations, the summary scores well on conciseness, relevance, coherence, and accuracy but slightly lower on completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core issue and resolution from the call transcript:\n1. Accurately identifies the problem (login issues with Accenture Teams/Outlook on mobile after using client account)\n2. Correctly outlines the main solution steps (uninstall/reinstall apps and reboot device)\n3. Maintains good coherence with a clear problem-solution structure\n4. Stays concise while including essential details\n5. Includes the follow-up action (employee will reach out if issue persists)\n\nMinor improvements could include:\n- Mentioning that the Authenticator app should not be uninstalled (important detail)\n- Noting the specific order of reinstallation (company portal first, then other apps)\n- Including that the employee needs to use Authenticator for logging in\n\nOverall, while these details could enhance completeness, the summary captures the most crucial information effectively and maintains excellent clarity and accuracy in its current form.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "2338611c-264c-4a55-9246-7412a2d1710b",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with myT, where users are being directed to a phishing page upon login. An employee calls the helpdesk for assistance with setting up a new laptop. The employee has reached the step of running the Accenture provisioning package but cannot find the OEM PAC folder on the C disk. The helpdesk agent offers to assist and initiates a remote session to help locate the file. The agent then invites a technician to join the remote session to further assist the employee.",
    "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, 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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with myT, where users are being directed to a phishing page upon login. An employee calls the helpdesk for assistance with setting up a new laptop. The employee has reached the step of running the Accenture provisioning package but cannot find the OEM PAC folder on the C disk. The helpdesk agent offers to assist and initiates a remote session to help locate the file. The agent then invites a technician to join the remote session to further assist 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 transcript. It mentions the high call volume due to myT performance issues and the phishing page, which is relevant background information. The summary accurately describes the employee's issue with setting up a new laptop and the steps taken by the helpdesk agent, including initiating a remote session and involving a technician. The structure and flow are clear, making it easy to understand. However, the summary could be slightly more complete by mentioning the specific steps the agent took during the remote session, such as providing the PIN code and guiding the employee through the process. Overall, the summary is accurate and relevant but could include a bit more detail for completeness.",
        "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 their new laptop and the helpdesk's assistance. The summary has a clear structure, starting with the context of the high call volume, then describing the employee's issue, and finally outlining the helpdesk's actions to resolve the issue. 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 troubleshooting steps taken by the helpdesk agent, such as putting the call on hold to check resources and asking the employee to open a browser to initiate the remote session. Despite this, the summary provides a fair description of the main problem and resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: Mentions the ongoing IT issues with myT\n2. Main problem: Employee needs help setting up new laptop and can't find OEM PAC folder\n3. Action taken: Helpdesk initiates remote session\n4. Resolution path: Technician involvement arranged\n\nThe summary is concise while maintaining essential details. It's coherent, following a logical sequence of events. The information is accurate to the transcript without any factual errors. However, there are a few minor details that could have enhanced completeness:\n- Reason for laptop replacement (keyboard issues)\n- Specific steps taken during remote session (123rescue.com, authentication)\n- The fact that the call ended while remote session continued\n\nThese omissions are not critical but would have provided fuller context. The summary prioritizes the most important information while maintaining clarity and brevity, making it a very effective summary overall.",
        "claude_score": 8.0
      }
    }
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    "predicted_text": " The call transcript involves a former Accenture employee, Speaker 5, contacting the CIO IT helpdesk to resolve an issue with accessing their former employee account. The helpdesk agent, Speaker 4, explains that they need to update the personal email address as the username since the Accenture email will not be used for the former employee site. Speaker 5 provides their most recent career counselor's EID, personal email address, last office location, and last position level. The agent confirms the details and informs Speaker 5 that they will forward the ticket to the support team to update the email. Once the update is complete, the agent will contact Speaker 5 via their mobile number or personal email address.",
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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 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>\n The call transcript involves a former Accenture employee, Speaker 5, contacting the CIO IT helpdesk to resolve an issue with accessing their former employee account. The helpdesk agent, Speaker 4, explains that they need to update the personal email address as the username since the Accenture email will not be used for the former employee site. Speaker 5 provides their most recent career counselor's EID, personal email address, last office location, and last position level. The agent confirms the details and informs Speaker 5 that they will forward the ticket to the support team to update the email. Once the update is complete, the agent will contact Speaker 5 via their mobile number or personal email address.\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 key details such as the need to update the personal email address, the information provided by Speaker 5, and the next steps to be taken by the helpdesk agent. The information presented is relevant to the main topic of resolving the access issue for the former employee account. The summary is coherent, with a clear structure and flow of ideas that make 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 initial high call volume and the specific accounts Speaker 5 needs to access (My Holdings and Digital Online account). Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It is also relevant, focusing on the key topic of the call transcript, which is the former employee's issue with 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 states the main points discussed during the call, including the need to update the personal email address and the details provided by Speaker 5. The summary also fairly describes the main problem and resolution, meeting the completeness criterion.\n\nHowever, the summary could be improved by including the initial automated messages and the mention of the performance issues with myT, which provides context for the call. Nevertheless, the summary 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. Clearly identifies the caller as a former Accenture employee seeking access to former employee accounts\n2. Accurately describes the main issue and solution (updating personal email as username)\n3. Correctly lists the information collected (career counselor, personal email, office location, position level)\n4. Accurately describes the next steps (ticket forwarding and follow-up)\n\nThe summary is concise while maintaining all crucial information, has good flow and structure, and is factually accurate. It effectively communicates both the problem and resolution process.\n\nMinor improvements could include mentioning the specific accounts the caller needed access to (My Holdings and Digital Online account), but this doesn't significantly impact the summary's effectiveness.\n\nThe summary demonstrates strong coherence, moving logically from problem identification through solution steps, and maintains high relevance throughout without including unnecessary details from the transcript.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "e51b7fa3-2e8c-47bf-a78d-270702839293",
    "train_trial_index": 0,
    "predicted_text": " The call begins with an automated message about various support options and a notice about ongoing performance issues with the login system. Speaker 3, an IT helpdesk agent, answers the call and asks for Speaker 4's personal number, enterprise ID, and callback number. Speaker 4 explains they are experiencing a non-compliance issue with their device due to the Adobe Creative Cloud Suite installation, specifically mentioning Adobe Lightroom. Speaker 3 confirms the machine is non-compliant and needs remediation. They instruct Speaker 4 to open a browser and navigate to 123rescue.com to initiate a remote session for remediation. After some technical difficulties, Speaker 3 provides a six-digit code to start the download. The call ends with Speaker 3 transferring the session to a remote technician for further assistance.",
    "base64_images": [],
    "stats": {
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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 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>\n The call begins with an automated message about various support options and a notice about ongoing performance issues with the login system. Speaker 3, an IT helpdesk agent, answers the call and asks for Speaker 4's personal number, enterprise ID, and callback number. Speaker 4 explains they are experiencing a non-compliance issue with their device due to the Adobe Creative Cloud Suite installation, specifically mentioning Adobe Lightroom. Speaker 3 confirms the machine is non-compliant and needs remediation. They instruct Speaker 4 to open a browser and navigate to 123rescue.com to initiate a remote session for remediation. After some technical difficulties, Speaker 3 provides a six-digit code to start the download. The call ends with Speaker 3 transferring the session to a remote technician 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 initial automated message, the identification process, the issue with Adobe Creative Cloud Suite, and the steps taken to resolve it. The relevance is high as it focuses on the main topic 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 details of the call without any misleading information. However, the summary could be slightly more complete by mentioning the specific performance issue with the login system and the fact that the user had to try multiple times to download the remote session file. 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 non-compliance issue with Speaker 4's 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 states the key points of the call, including the performance issues with the login system, the non-compliance issue with Adobe Creative Cloud Suite, and the steps taken to initiate a remote session for remediation.\n\nHowever, the summary could be improved in terms of completeness. While it mentions the main problem and the steps taken to resolve it, it does not provide a clear resolution or outcome. Nevertheless, this is likely due to the fact that the call ends with the session being transferred to a remote technician, and the outcome is not yet determined.\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 in a concise manner, covering the initial automated message, identification process, main issue (device non-compliance related to Adobe Creative Cloud), and resolution steps (remote session setup). It maintains good coherence by presenting events chronologically and clearly connecting related information. The information is accurate, correctly representing the dialogue and technical details discussed. Regarding completeness, it includes both the problem (non-compliance) and the attempted resolution (remote session setup). However, it could have mentioned the specific technical difficulties encountered during the download process, as this was a significant portion of the conversation. The summary also appropriately notes the call's conclusion with the transfer to a remote technician. While not perfect, it achieves a strong balance between brevity and informativeness, maintaining clarity throughout.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "bc384ce8-0af1-4dbf-b1ec-04b26ceae101",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk to inquire about a previously submitted ticket regarding their computer not turning on. The employee was unable to check the ticket's status due to lack of access to their computer. The helpdesk agent confirmed that the ticket was assigned to the employee's local office and advised them to wait for further assistance from the local office. The agent reassured the employee that they would be contacted by the local office for further support.",
    "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 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>\n The employee called the IT helpdesk to inquire about a previously submitted ticket regarding their computer not turning on. The employee was unable to check the ticket's status due to lack of access to their computer. The helpdesk agent confirmed that the ticket was assigned to the employee's local office and advised them to wait for further assistance from the local office. The agent reassured the employee that they would be contacted by the local office for further 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, which is the employee's inquiry about a ticket for a non-functional computer and the helpdesk's response. It is relevant as it focuses on the main issue discussed in the call. The structure and flow are clear, making it easy to understand. The information is accurate and matches the details from the transcript. However, the summary could include the initial context about the high call volume and the performance issues with myT, which might be relevant to the overall situation. Including this would provide a more complete picture of the call 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 employee's inquiry about their previously submitted ticket 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 helpdesk agent's confirmation of the ticket's status, and the advised course of action. The summary is also complete, providing a fair description of the main problem and resolution.\n\nHowever, the summary could be improved by including more specific details, such as the ticket being related to the computer not turning on, which was mentioned in the call transcript. Nevertheless, the summary provides a good overview of the call and effectively conveys the main points.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Conciseness: The summary is brief yet informative, avoiding unnecessary details from the initial IVR system and identification process.\n2. Relevance: It focuses on the main purpose of the call - following up on a ticket about a non-functioning computer.\n3. Coherence: The summary flows logically from the issue description to the resolution/next steps.\n4. Accuracy: All stated facts match the transcript exactly, including the nature of the problem and the resolution provided.\n5. Completeness: The summary includes both the customer's concern (unable to access computer and check ticket status) and the helpdesk's response (ticket assigned to local office, waiting for contact).\n\nThe only minor improvement could be mentioning that this was a follow-up call rather than the initial ticket submission, but this doesn't significantly impact the summary's quality. Overall, the summary effectively distills the key information while maintaining accuracy and clarity.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "f95bf815-1290-4ccf-ad03-ac3103a96ffd",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with MyKey, causing users to be directed to a \"gone fishing\" page upon login. An employee, unable to log into their laptop due to issues with Face ID or PIN setup, contacts the helpdesk. The IT representative guides the employee through the process of enabling a password, resetting it, and creating a new one. The employee is then able to log in to their computer using the new password. The IT representative advises the employee to follow the instructions sent via Microsoft Teams to set up their PIN and offers assistance if any issues arise during the process. The call ends with the IT representative tagging the ticket as resolved and requesting feedback via email.",
    "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, 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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with MyKey, causing users to be directed to a \"gone fishing\" page upon login. An employee, unable to log into their laptop due to issues with Face ID or PIN setup, contacts the helpdesk. The IT representative guides the employee through the process of enabling a password, resetting it, and creating a new one. The employee is then able to log in to their computer using the new password. The IT representative advises the employee to follow the instructions sent via Microsoft Teams to set up their PIN and offers assistance if any issues arise during the process. The call ends with the IT representative tagging the ticket as resolved and requesting feedback via 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 high call volume due to MyKey issues and the specific steps taken to resolve the employee's login problem. 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. It accurately reflects the content of the call transcript without any false or misleading information. However, it misses some minor details, such as the specific URLs mentioned and the exact steps for the two-step verification 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 employee's issue with logging into their laptop and the IT representative's resolution. The summary has a clear structure, starting with the context of the high call volume, then describing the employee's issue, and finally outlining the resolution. The information presented is accurate, matching the details provided in the call transcript. The summary is also complete, covering the main problem and resolution, as well as the IT representative's follow-up instructions and request for feedback. However, some minor details, such as the employee's initial difficulty with accessing Microsoft Teams, are omitted, but this 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 call:\n1. Context: Mentions system-wide issues with MyKey\n2. Problem: Employee's inability to log in due to Face ID/PIN issues\n3. Solution: Details the process of password reset and new login setup\n4. Resolution: Confirms successful login and follow-up instructions\n\nThe summary is concise while maintaining essential details, and presents information in a logical, coherent flow. It accurately reflects the conversation without misrepresenting facts. However, it could have included a few additional relevant details:\n- The specific websites used (mypasswordless.accenture.com and myid.accenture.com)\n- The two-step verification process\n- Password requirements (8-15 characters, special character, uppercase)\n\nThese minor omissions don't significantly impact the summary's overall quality, as the main problem and resolution are clearly communicated. The summary successfully balances brevity with informativeness, making it an effective representation of the call transcript.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "17e82aa0-d516-4f6f-8b08-c3a7f249ed6f",
    "train_trial_index": 0,
    "predicted_text": " The employee calls the IT helpdesk due to an inability to log into their time and expenses system for the past three pay periods. The employee's screen displays a blank page when attempting to access the system. The IT helpdesk agent asks the employee to download a support applet and grants permission to control the employee's laptop. The agent then clears the browsing history and instructs the employee to close and reopen the Microsoft Edge browser. The agent suggests using Google Chrome as an alternative browser if the issue persists. The agent tags the ticket as resolved and informs the employee they may receive a survey via email for feedback.",
    "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.  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>\n The employee calls the IT helpdesk due to an inability to log into their time and expenses system for the past three pay periods. The employee's screen displays a blank page when attempting to access the system. The IT helpdesk agent asks the employee to download a support applet and grants permission to control the employee's laptop. The agent then clears the browsing history and instructs the employee to close and reopen the Microsoft Edge browser. The agent suggests using Google Chrome as an alternative browser if the issue persists. The agent tags the ticket as resolved and informs the employee they may receive a survey via email for 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 effectively conveys the main points of the call, including the employee's issue with logging into the time and expenses system, the steps taken by the IT helpdesk agent, and the resolution. 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 actions taken during the call. However, it misses some details, such as the initial troubleshooting steps suggested by the employee and the mention of high call volume due to performance issues. Overall, the summary provides a fair description of the main problems and resolutions but could be slightly more complete.",
        "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 inability to log into their time and expenses system and the IT helpdesk's assistance. The summary has a clear structure, starting with the problem and proceeding to the steps taken by the IT helpdesk agent to resolve the issue, making it coherent and easy to follow. The information presented is accurate, reflecting the details from the call transcript without any false or misleading information. However, the summary could be considered somewhat incomplete as it does not mention the employee's previous attempts to resolve the issue or the broader context of others experiencing similar problems, which were mentioned in the call transcript. Despite this, the summary covers the main problem and resolution effectively.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core elements of the helpdesk interaction:\n1. Clearly states the main issue (inability to access time and expenses system)\n2. Describes the symptom (blank page)\n3. Outlines the solution steps (remote access, clearing browser history, browser restart)\n4. Includes the alternative solution suggestion (using Chrome)\n5. Mentions the resolution and survey follow-up\n\nHowever, it misses a few contextual details that could be relevant:\n- The employee mentioned this is a recurring issue affecting their team\n- The employee had already tried clearing browser history before\n- The employee's initial skepticism about the solution working\n\nThe summary is concise, well-structured, and accurate in what it does include. The information flows logically from problem to resolution. While the missing details don't significantly impact the core understanding of the interaction, they do provide important context about the recurring nature of the issue.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "ac389f8c-ce96-4dcf-ac7e-4fd7fbacb132",
    "train_trial_index": 0,
    "predicted_text": " The call transcript appears to be an automated helpdesk service for password reset and account unlock. The system provides options for passwordless account holders to either speak to a live agent or use self-help options. For those who are not passwordless, the system offers further options for password reset and account unlock. If a user is unable to log in due to an account being disabled or a forgotten/expired password, they are instructed to press 9. The transcript ends with a seemingly unrelated conversation between two individuals asking for \"daddy,\" which may be an unrelated call or a mistake in the transcription.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 323.0,
      "num_output_tokens": 130.0,
      "inference_runtime": 2.106409788131714,
      "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.\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>\n The call transcript appears to be an automated helpdesk service for password reset and account unlock. The system provides options for passwordless account holders to either speak to a live agent or use self-help options. For those who are not passwordless, the system offers further options for password reset and account unlock. If a user is unable to log in due to an account being disabled or a forgotten/expired password, they are instructed to press 9. The transcript ends with a seemingly unrelated conversation between two individuals asking for \"daddy,\" which may be an unrelated call or a mistake in the transcription.\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 helpdesk service for password reset and account unlock. It accurately mentions the options for passwordless account holders and those who are not passwordless, as well as the instructions for users unable to log in due to a disabled account or forgotten/expired password. The summary also correctly identifies the unrelated conversation at the end of the transcript.\n\nHowever, the summary could be slightly more concise by omitting redundant phrases. The mention of \"daddy\" is relevant as it highlights a potential error in the transcript, but it could be more succinctly stated. The summary is coherent and easy to follow, with a clear structure. It is factually accurate and provides a fair description of the main issues and resolutions presented in the transcript.\n\nOverall, the summary meets the criteria well but could be slightly improved in conciseness.",
        "gpt_score": 8.0,
        "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 main topic of password reset and account unlock. The structure and flow of ideas are clear, making it easy to understand and follow, thus achieving coherence. The summary is accurate, presenting factually correct information from the transcript. However, the completeness is slightly compromised as the summary does not delve into the specifics of the seemingly unrelated conversation at the end, merely stating its presence. Given the context, this omission is understandable, but it might be considered a minor flaw in terms of providing a full description of the call's content.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main elements of the automated helpdesk system's menu options, maintaining good conciseness while covering the key information. It accurately describes the passwordless account options, the password reset process, and account unlock features. The summary is coherent, presenting information in a logical flow that mirrors the original transcript's structure. It also appropriately acknowledges the unusual ending of the transcript (the \"daddy\" conversation), showing attention to detail while correctly identifying it as potentially unrelated or erroneous content. The summary is relevant, focusing on the core helpdesk functionality while appropriately contextualizing the anomalous ending. In terms of completeness, it covers all major options presented in the original transcript. The only minor improvement could be more precise details about specific menu options (like pressing 0 for Enterprise Password Reset), but this doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "69bbbc89-6764-47c0-9982-a53199b904c7",
    "train_trial_index": 0,
    "predicted_text": " The call begins with automated prompts for enterprise password reset and account unlock, as well as information on checking passwordless account status. Speaker 2 explains the options for passwordless users to either speak to a live agent or use self-help options. Speaker 3 then addresses non-passwordless users, providing instructions for those unable to log in to their PC due to an error or a disabled login screen, and those who have forgotten their password.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 207.0,
      "num_output_tokens": 93.0,
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      "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>\n The call begins with automated prompts for enterprise password reset and account unlock, as well as information on checking passwordless account status. Speaker 2 explains the options for passwordless users to either speak to a live agent or use self-help options. Speaker 3 then addresses non-passwordless users, providing instructions for those unable to log in to their PC due to an error or a disabled login screen, and those who have forgotten their password.\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 prompts for enterprise password reset and account unlock, the information on checking passwordless account status, and the instructions for both passwordless and non-passwordless users. The relevance is high as it focuses on the main topics discussed in the call. The coherence is good, with a clear structure and flow of ideas. However, there is a minor inaccuracy: Speaker 3's statement \"Yeah\" is not addressed in the summary, which could imply a lack of completeness. Overall, the summary provides a fair description of the main concerns and resolutions.",
        "gpt_score": 8.0,
        "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 main topic of enterprise password reset and account unlock. The structure and flow of ideas are clear, making it easy to understand and follow, thus achieving coherence. The summary is accurate, presenting factually correct information from the transcript. However, it could be improved in terms of completeness, as it does not explicitly mention the specific options (pressing 0, 1, 2, or 9) provided in the transcript. Despite this, it still covers the main concerns and resolutions, making it a good summary overall.",
        "llama_score": 8.0,
        "claude_reasoning": "Let's evaluate step by step:\n1. Conciseness: The summary efficiently captures the key information without unnecessary details, maintaining a good balance between brevity and informativeness.\n\n2. Relevance: All information included relates directly to the main topic of account access and password management options.\n\n3. Coherence: The summary follows a logical flow, starting with general options, then addressing passwordless users, and finally non-passwordless users. The structure makes it easy to follow.\n\n4. Accuracy: The summary accurately reflects the content of the transcript, correctly representing the different options and scenarios presented in the automated system.\n\n5. Completeness: While the summary covers most key points, it could have been more explicit about the specific number options (press 0, 1, 2, 9) mentioned in the transcript. However, it still captures the essence of all main topics discussed.\n\nOverall, the summary performs well across most criteria, with only minor room for improvement in completeness regarding specific numerical options.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "e4e9812a-69d2-4fcc-ae4c-bf0f95b27839",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves an employee trying to resolve an issue with their account login. The employee is initially greeted by automated messages directing them to press certain numbers for specific support. A pre-recorded message then informs callers about ongoing performance issues with the login system, directing users to a \"gone phishing\" page. The employee is then put on hold before being connected to a live agent. The agent requests the employee's personal number and enterprise ID to locate their account. The employee explains that they are unable to sign in using their Accenture email and are continuously redirected to an error message. The agent assures the employee that they will help resolve the issue.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 671.0,
      "num_output_tokens": 142.0,
      "inference_runtime": 2.621856689453125,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.7407407407407408
    },
    "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>\n The call transcript involves an employee trying to resolve an issue with their account login. The employee is initially greeted by automated messages directing them to press certain numbers for specific support. A pre-recorded message then informs callers about ongoing performance issues with the login system, directing users to a \"gone phishing\" page. The employee is then put on hold before being connected to a live agent. The agent requests the employee's personal number and enterprise ID to locate their account. The employee explains that they are unable to sign in using their Accenture email and are continuously redirected to an error message. The agent assures the employee that they will help 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 transcript, including the initial automated messages, the pre-recorded message about performance issues, and the interaction between the employee and the live agent. However, it misses some details that could enhance completeness and accuracy. For instance, it does not mention the employee's callback number request or the specific error message details. The summary is relevant and coherent, with a clear structure and flow. It accurately reflects the main issue of the employee being unable to sign in using their Accenture email and being redirected to an error message. However, it could be more complete by including the employee's attempt to sign up as an individual and the agent's partial response before the call disconnects.",
        "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 their account login. The structure and flow of ideas are clear, making it easy to understand and follow. The summary is accurate, with no false or misleading information. However, it lacks completeness, as it does not mention the resolution of the issue or the final outcome of the call. The agent's assurance to help resolve the issue is mentioned, but the actual resolution is not provided. Overall, the summary is well-written, but it could be improved by including more information about the resolution of the issue.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the initial automated system navigation\n2. Correctly mentions the system-wide login issues and \"gone phishing\" message\n3. Accurately captures the agent's identity verification process\n4. Correctly describes the employee's login issues with Accenture email\n\nHowever, there are some areas for improvement:\n1. The summary could be more concise by eliminating less crucial details about the automated system\n2. It doesn't mention the Box-related aspects of the conversation\n3. The resolution isn't clear as the call appears to end abruptly\n4. The flow is somewhat chronological but could be better structured around the core issue\n\nThe summary is generally accurate and relevant, with good coherence in presenting the sequence of events. While it captures most key points, it misses some details about the Box platform and doesn't clearly indicate the outcome of the support interaction.",
        "claude_score": 7.0
      }
    }
  },
  {
    "instance_id": "c5480dd8-fbcf-4f1d-a0f4-497b275bf915",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with a key system, causing users to be redirected to a phishing page upon login. An employee calls in to report an issue with Microsoft OneDrive not connecting on their machine and receiving an error message stating that \"OneDrive Accenture has been deleted.\" The IT helpdesk agent suggests a remote session to check the employee's machine and requests a screenshot of the error message. The agent then sends a link for the remote session to the employee.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 732.0,
      "num_output_tokens": 114.0,
      "inference_runtime": 1.841432809829712,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.7407407407407408
    },
    "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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with a key system, causing users to be redirected to a phishing page upon login. An employee calls in to report an issue with Microsoft OneDrive not connecting on their machine and receiving an error message stating that \"OneDrive Accenture has been deleted.\" The IT helpdesk agent suggests a remote session to check the employee's machine and requests a screenshot of the error message. The agent then sends a link for the remote session to 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 captures the main points of the call transcript, including the high call volume due to performance issues and the specific problem with Microsoft OneDrive. It is relevant as it focuses on the key issues discussed in the call. The coherence is good, with a logical flow of ideas from the problem to the proposed solution. However, there are some inaccuracies: the summary mentions users being redirected to a phishing page, which was not explicitly stated in the transcript. Additionally, the summary does not mention the employee's attempts to resolve the issue by reinstalling OneDrive, which is a significant detail. Overall, the summary is fairly complete but could be more accurate and include all relevant details.",
        "gpt_score": 7.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issues from the call transcript in a brief manner. It is also relevant, focusing on the key problems discussed during the call. 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. However, the summary could be improved in terms of completeness. It does not mention the employee's attempts to reinstall OneDrive through admin rights, which is an important detail. Additionally, the summary does not provide a clear resolution to the issue, only mentioning the IT helpdesk agent's suggestion for a remote session. Overall, the summary is well-written, but could benefit from a bit more detail to provide a more comprehensive understanding of the call.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Mentions the system-wide issue (phishing page problem)\n2. Accurately describes the main customer issue (OneDrive disconnection)\n3. Includes the specific error message\n4. Notes the agent's proposed solution (remote session)\n\nThe summary is concise while maintaining essential details and follows a logical flow from context to specific issue to proposed solution. It's accurate to the transcript and doesn't include any incorrect information.\n\nHowever, there are a few minor omissions that could have added valuable context:\n1. The customer mentioned returning from vacation\n2. The customer's attempted solution (reinstalling through admin rights)\n3. The communication between agent and customer about sharing screenshots via Teams\n\nWhile these details aren't crucial, including them would have provided a more complete picture of the interaction. Nevertheless, the summary effectively captures the most important aspects of the call while remaining focused and coherent.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "201093d5-51af-4dcc-a95d-821de533d255",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves a contractor trying to reset their Accenture account password to access their company-issued PC. The contractor, who doesn't have an employee ID, contacts the IT helpdesk for assistance. The IT agent explains that the contractor needs to provide their employee ID for verification to reset the password. Since the contractor doesn't have this information, the agent advises them to email a specific address to obtain their employee ID and office location. The agent then tags the ticket as resolved and informs the contractor that they can reopen the ticket within 72 hours if needed. The call ends with the contractor thanking the agent and hanging up.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1620.0,
      "num_output_tokens": 144.0,
      "inference_runtime": 2.099236488342285,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.7407407407407408
    },
    "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>\n The call transcript involves a contractor trying to reset their Accenture account password to access their company-issued PC. The contractor, who doesn't have an employee ID, contacts the IT helpdesk for assistance. The IT agent explains that the contractor needs to provide their employee ID for verification to reset the password. Since the contractor doesn't have this information, the agent advises them to email a specific address to obtain their employee ID and office location. The agent then tags the ticket as resolved and informs the contractor that they can reopen the ticket within 72 hours if needed. The call ends with the contractor thanking the agent and hanging 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 contractor's issue with resetting their password and the steps provided by the IT agent. It is relevant to the main topic and maintains coherence, making it easy to follow. However, there are minor inaccuracies and omissions. For instance, the summary does not mention the contractor's attempt to reset the password via the MyID website and the specific error message received. Additionally, the summary does not note the agent's advice to ask for the office location, which could be important for the verification process. Despite these omissions, the summary provides a fair description of the main problem and resolution.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue and resolution within a brief length. It is also relevant, focusing on the contractor's password reset issue and the IT agent's assistance. The summary has a clear structure, starting with the problem and ending with the resolution, making it coherent and easy to follow.\n\nThe summary is accurate, correctly stating the contractor's issue, the IT agent's advice, and the resolution. However, it could be improved in terms of completeness. The summary does not mention the initial automated messages and the contractor's attempt to reset their password through the MyID website, which provides context to the issue.\n\nDespite this, the summary effectively captures the main problem and resolution, making it a good representation of the call transcript. Overall, the summary scores well in conciseness, relevance, coherence, and accuracy, but could be improved in terms of completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary has several strengths but also some inaccuracies:\n\n1. Conciseness: The summary is appropriately brief while covering the main points of the interaction.\n\n2. Relevance: It focuses on the core issue (password reset) and resolution path.\n\n3. Coherence: The summary flows logically from problem to solution.\n\n4. Accuracy: There's a significant error - the summary states the contractor needs their \"employee ID\" when actually they need their \"personnel number.\" These are different things, as clarified in the transcript. The contractor already has their EID (enterprise ID).\n\n5. Completeness: While it captures the basic flow, it misses some important details like:\n- The contractor couldn't use myid.accenture.com because they weren't registered for password reset\n- The agent specifically requested the contractor to ask for both personnel number AND office location\n- The mention of a survey being sent\n\nThese inaccuracies and omissions, while not severely impacting the overall understanding, do reduce the summary's reliability.",
        "claude_score": 7.0
      }
    }
  },
  {
    "instance_id": "46e3febd-fe80-456e-aba8-3aa4a2ba1457",
    "train_trial_index": 0,
    "predicted_text": " The call transcript begins with automated prompts for different types of IT support, including password and access support, technology and business application support, and videoconferencing services. The caller is then asked to enter their 8-digit personnel number, but they do not do so. The automated system informs the caller that all agents are currently assisting other callers and that they can find solutions to many issues online. The caller then states that they do not speak English and would like to speak with Soporte Argentina in Spanish.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 370.0,
      "num_output_tokens": 110.0,
      "inference_runtime": 2.199798107147217,
      "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>\n The call transcript begins with automated prompts for different types of IT support, including password and access support, technology and business application support, and videoconferencing services. The caller is then asked to enter their 8-digit personnel number, but they do not do so. The automated system informs the caller that all agents are currently assisting other callers and that they can find solutions to many issues online. The caller then states that they do not speak English and would like to speak with Soporte Argentina in Spanish.\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 automated prompts for different types of IT support, the request for an 8-digit personnel number, and the caller's preference to speak in Spanish with Soporte Argentina. The information is relevant and accurately reflects the content of the transcript. The summary is coherent, with a clear structure and flow of ideas. However, it misses some details, such as the specific options mentioned in the prompts and the fact that the caller did not enter their personnel number twice. Overall, the summary provides a fair description of the main issues and resolutions but could be slightly more detailed.",
        "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 events and issues in the call. The structure and flow of ideas are clear, making it easy to understand and follow, thus demonstrating coherence. The summary is accurate, with no false or misleading information. However, it could be improved in terms of completeness, as it does not explicitly state the resolution or outcome of the caller's request to speak with Soporte Argentina in Spanish. Nevertheless, the summary provides a fair description of the main problems and events in the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call transcript:\n1. Accurately describes the initial automated menu options\n2. Notes the request for personnel number and lack of input\n3. Mentions the \"all agents busy\" message\n4. Correctly concludes with the caller's language barrier and request for Spanish support\n\nThe summary is concise while maintaining essential details, and follows a logical chronological order that makes it easy to understand. The information is relevant and accurately represents the interaction without adding incorrect information.\n\nHowever, there are minor areas for improvement:\n- Could have been more specific about the different numeric options presented in the menu\n- Could have mentioned that parts of the original transcript were already in Spanish\n- The resolution (if any) is not clear, though this appears to be due to the transcript ending abruptly\n\nOverall, the summary provides a good balance of detail and brevity while maintaining accuracy and coherence.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "767afe29-71f4-4617-bb05-7544b836d0b7",
    "train_trial_index": 0,
    "predicted_text": " The employee, Rutile, calls the IT helpdesk for assistance with their Microsoft Teams camera issue. After verifying their employee number and enterprise ID, the IT support agent, ###, suggests a remote session to troubleshoot the problem. Rutile downloads the remote session software, and the agent guides them through the process. The agent checks the error message Rutile receives when trying to use the camera in Teams and suggests uninstalling and reinstalling the camera driver. The agent also asks Rutile to check if the issue persists on the web version of Teams. After confirming that the problem exists on the web version as well, the agent consults with level 2 support and confirms that the camera driver needs to be uninstalled and reinstalled. The agent then suggests continuing the communication through the remote session chat box and disconnecting the phone call.",
    "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 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>\n The employee, Rutile, calls the IT helpdesk for assistance with their Microsoft Teams camera issue. After verifying their employee number and enterprise ID, the IT support agent, ###, suggests a remote session to troubleshoot the problem. Rutile downloads the remote session software, and the agent guides them through the process. The agent checks the error message Rutile receives when trying to use the camera in Teams and suggests uninstalling and reinstalling the camera driver. The agent also asks Rutile to check if the issue persists on the web version of Teams. After confirming that the problem exists on the web version as well, the agent consults with level 2 support and confirms that the camera driver needs to be uninstalled and reinstalled. The agent then suggests continuing the communication through the remote session chat box and disconnecting the phone 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 verification process, the issue with the Teams camera, and the troubleshooting steps taken. It maintains relevance by focusing on the main topic of the camera 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, the summary could be slightly more complete by mentioning the initial steps taken by the caller to resolve the issue on their own, which adds context to the troubleshooting process. 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 main topic of the employee's Microsoft Teams camera 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 steps taken to troubleshoot the issue and the resolution suggested by the IT support agent. 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 error message received by the employee and the exact steps taken to troubleshoot the issue. Additionally, the summary could benefit from a clearer conclusion or final resolution.\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. Accurately identifies the main issue (Teams camera problem)\n2. Chronicles the verification process and troubleshooting steps in proper sequence\n3. Includes important details about checking web version and level 2 support consultation\n4. Maintains coherence with clear progression from problem identification to proposed solution\n5. Captures the final resolution plan (uninstall/reinstall camera driver)\n6. Includes the transition to chat communication\n\nThe summary is concise while retaining essential information, maintains relevance throughout, and presents information in a logical flow. It accurately reflects the conversation without adding incorrect information. However, it could have mentioned that the privacy settings were already checked by the user and that the camera simply wouldn't turn on, which were important context details. Despite this minor omission, the summary effectively captures the essence of the interaction and provides a complete picture of the troubleshooting process.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "015c4939-a357-412f-b924-9a1829c1eb1a",
    "train_trial_index": 0,
    "predicted_text": " The employee calls the IT helpdesk for assistance with canceling a phone order made through the Accenture Mobility website. The employee was under the impression that the upgrade would be free, as Verizon is currently offering free upgrades, but the website showed a charge of $750. The IT helpdesk agent confirms the issue and informs the employee that they will need to assign the case to the mobile support team. The agent sends a message to the employee on Microsoft Teams to gather the necessary information to assign the case. The employee is unsure about the process and is hesitant, but the agent reassures them and ends 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, 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>\n The employee calls the IT helpdesk for assistance with canceling a phone order made through the Accenture Mobility website. The employee was under the impression that the upgrade would be free, as Verizon is currently offering free upgrades, but the website showed a charge of $750. The IT helpdesk agent confirms the issue and informs the employee that they will need to assign the case to the mobile support team. The agent sends a message to the employee on Microsoft Teams to gather the necessary information to assign the case. The employee is unsure about the process and is hesitant, but the agent reassures them and ends 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 the phone order and the helpdesk agent's response. It is relevant, focusing on the main topic of the call. The structure and flow are clear, making it easy to understand. However, there are minor inaccuracies and omissions. For instance, the summary does not mention the initial confusion about the personnel number and email confirmation, which are part of the call. Additionally, the summary states that the employee is hesitant, which is not explicitly clear from the transcript. The summary also omits the agent's instructions about providing information via Microsoft Teams. Overall, the summary captures the essence of the call but misses some details and includes a slight misinterpretation.",
        "gpt_score": 7.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue and resolution within a brief length. It is also relevant, focusing on the employee's concern with the phone order and the IT helpdesk's response. The summary has a clear structure, starting with the employee's issue, followed by the IT helpdesk's confirmation and resolution, making it coherent and easy to understand.\n\nThe summary is accurate, correctly stating the employee's concern about the $750 charge and the IT helpdesk's decision to assign the case to the mobile support team. However, it lacks some details, such as the employee's initial confusion about the website's pricing and their expectation of a free upgrade due to Verizon's offer.\n\nDespite this, the summary provides a fair description of the main problem and resolution, making it complete to a reasonable extent. Overall, the summary effectively conveys the essential information from the call transcript, with only minor omissions.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main points of the call:\n1. Accurately describes the employee's issue with the phone upgrade and confusion about pricing ($67 vs $750)\n2. Correctly mentions the employee's expectation of a free upgrade based on Verizon's offer\n3. Accurately describes the resolution process (assignment to mobile support team and Teams message)\n4. Maintains good coherence with a clear flow from problem to attempted resolution\n5. Keeps information relevant and concise\n\nHowever, there are minor omissions:\n1. Doesn't mention the specific $67/month payment detail\n2. Doesn't explicitly state that the employee doesn't know how to cancel the order\n3. Could have mentioned that the agent requested order number and other specific information\n\nDespite these small gaps, the summary provides a comprehensive overview of the key points while maintaining clarity and accuracy. The balance between conciseness and completeness is well-managed.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "bd950494-98e3-443b-be60-7683b5e4d649",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with their login system, directing users to a \"gone phishing\" page. An employee calls to inquire about an unresolved ticket regarding WBS authorization, which has been open for over two months. The employee explains that team members are repeatedly removed from WBS access, requiring the team to re-grant access every month. The IT helpdesk agent apologizes for the inconvenience and informs the employee that they will create a new ticket, assign it to the support team, and communicate via Teams for further details and escalation.",
    "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.\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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with their login system, directing users to a \"gone phishing\" page. An employee calls to inquire about an unresolved ticket regarding WBS authorization, which has been open for over two months. The employee explains that team members are repeatedly removed from WBS access, requiring the team to re-grant access every month. The IT helpdesk agent apologizes for the inconvenience and informs the employee that they will create a new ticket, assign it to the support team, and communicate via Teams for further details and escalation.\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 highlights the high call volume due to login issues, the unresolved ticket regarding WBS authorization, and the steps the helpdesk agent will take to resolve the issue. The information is relevant and focuses on the main topics discussed in the call. The summary is coherent, with a clear structure and flow of ideas, making it easy to understand. The accuracy is high, as the summary correctly reflects the details from the transcript. However, it misses some minor details, such as the specific actions the agent will take (pinging on Teams and creating an INC ticket). 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 key issues discussed during 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 and resolutions, covering the employee's concerns about the unresolved ticket and the IT helpdesk agent's actions to address the issue, making it complete. However, some minor details, such as the specific actions the agent will take on Teams, are omitted, but this 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 call:\n1. Mentions the system-wide login issue (context)\n2. Accurately describes the main complaint about WBS authorization\n3. Correctly notes the timeframe (2+ months) of the unresolved ticket\n4. Accurately describes the recurring issue (monthly removal of access)\n5. Correctly states the resolution (new ticket creation and Teams follow-up)\n\nThe summary is concise yet comprehensive, maintaining good coherence by presenting the information in a logical flow. It's factually accurate with no misrepresentations of the conversation. However, there are two minor points that could have been included for completeness: the original ticket number (RITM 23880454) and that the ticket was still tagged as open. These details, while not crucial, would have provided additional context. The summary successfully balances brevity with informativeness while maintaining clarity and accuracy.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "8f614dfc-03e1-417f-8cf0-0256e9540541",
    "train_trial_index": 0,
    "predicted_text": " The employee calls the IT helpdesk for assistance with installing a file for client work, but is receiving an error message about a vulnerability application version. The helpdesk agent initiates a remote testing session and guides the employee through the installation process, but the program still does not install. The agent then advises the employee to contact the client's helpdesk for further assistance, as the application is not supported by their company. The agent temporarily closes the ticket and informs the employee to call back if the client advises them to do so.",
    "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, #### 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>\n The employee calls the IT helpdesk for assistance with installing a file for client work, but is receiving an error message about a vulnerability application version. The helpdesk agent initiates a remote testing session and guides the employee through the installation process, but the program still does not install. The agent then advises the employee to contact the client's helpdesk for further assistance, as the application is not supported by their company. The agent temporarily closes the ticket and informs the employee to call back if the client advises them to do so.\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 file, the error message received, 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 factually correct and does not contain any misleading details. However, the summary omits some minor details, such as the specific steps taken during the remote testing session and the exact nature of the error message. 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 installing a file and the helpdesk agent's attempts to resolve the problem. The summary has a clear structure, making it easy to understand and follow, which indicates good coherence. The information presented in the summary is factually correct, matching the details provided in the call transcript, which demonstrates accuracy. However, the summary could be considered slightly incomplete as it does not mention the initial steps taken by the helpdesk agent, such as asking for the employee's personnel number and attempting a remote testing session through 123rescue.com. Despite this, the summary covers the main problem and resolution, making it a fair description of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Accurately presents the initial problem (installation error for client work)\n2. Mentions the attempted solution (remote testing session)\n3. Correctly states the final resolution (referral to client helpdesk)\n4. Includes the follow-up instructions (call back if client advises)\n\nThe summary is concise while maintaining all essential information. It follows a logical structure, starting with the problem, moving through the attempted solution, and ending with the resolution. The language is clear and professional.\n\nHowever, there are two minor points that could have been included for completeness:\n1. The specific error message about \"vulnerability application version detected\"\n2. The detail about needing to set up VPN for client work\n\nDespite these minor omissions, the summary effectively communicates the key aspects of the interaction without including unnecessary details from the transcript's initial IVR system or identification verification process.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "301d8eac-30d1-4ace-9fe8-8ed046cc4cf7",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk for assistance with accessing their Accenture email after changing their mobile phone. The IT representative asked the employee to open a web browser and go to mypasswordless.accenture.com. However, the employee had difficulty understanding the instructions and entered the wrong URL. The representative then asked the employee to use their PIN to sign in, but the employee did not have that option. The representative informed the employee that they would need a temporary access pass, but as it was a weekend, no Level 2 team members were available to generate one. The employee requested a call back on Monday with a Spanish-speaking representative to assist their mother, who does not speak English. The representative confirmed that a Spanish-speaking team member should be available on Monday.",
    "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: 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>\n The employee called the IT helpdesk for assistance with accessing their Accenture email after changing their mobile phone. The IT representative asked the employee to open a web browser and go to mypasswordless.accenture.com. However, the employee had difficulty understanding the instructions and entered the wrong URL. The representative then asked the employee to use their PIN to sign in, but the employee did not have that option. The representative informed the employee that they would need a temporary access pass, but as it was a weekend, no Level 2 team members were available to generate one. The employee requested a call back on Monday with a Spanish-speaking representative to assist their mother, who does not speak English. The representative confirmed that a Spanish-speaking team member should be available on Monday.\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 email after changing their mobile phone, the steps taken by the IT representative, and the need for a temporary access pass. It also mentions the request for a Spanish-speaking representative for a follow-up call. \n\nRelevance is high as all the information presented pertains directly to the main topic of the call. \n\nThe summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand.\n\nAccuracy is mostly correct, but there is a minor error: the employee did not explicitly state they did not have the option to use their PIN; rather, they were confused about the options available.\n\nCompleteness is good, but it could be improved by mentioning the specific difficulties the employee faced with the URL and the verification options.\n\nOverall, the summary is well-done but could be slightly more detailed in certain areas.",
        "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 accessing their Accenture email after changing their mobile phone. 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 IT representative's instructions and the employee's difficulties. However, it omits some details, such as the employee's initial mistake with the URL and the representative's repeated attempts to clarify the instructions.\n\nIn terms of completeness, the summary covers the main problem and resolution, but could benefit from including more details about the employee's concerns and the representative's efforts to assist them. Overall, the summary is well-written and effectively conveys the main points of the call transcript.\n\nConsidering the criteria, I would score the summary an 8 out of 10. While it excels in conciseness, relevance, and coherence, it falls slightly short in accuracy and completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Main issue: Employee needs email access after changing phones\n2. Attempted solution: Using mypasswordless.accenture.com\n3. Complications: Language barrier and URL confusion\n4. Resolution: Need for temporary access pass and callback\n5. Next steps: Will call back Monday for Spanish-speaking support\n\nThe summary is concise while maintaining essential details. It's coherent, following a logical progression from problem to attempted solution to final resolution. The information is accurate, correctly representing the conversation and technical details. It's also complete, covering both the technical issue and the language barrier challenge.\n\nMinor improvement could be made by mentioning that the authentication app was specifically Microsoft Authentication, but this doesn't significantly impact the summary's quality. The summary successfully balances detail with brevity while maintaining accuracy and relevance.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "3253e8e7-5db2-44a8-8284-16c259a6c134",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk to report a broken link on the My Holdings page that previously led to the employee stock purchase plan. The IT representative asked the employee to clear their browser cache and try again, but the issue persisted. The representative then provided the employee with the phone number for the My Holdings support team to further investigate the issue. The representative tagged the ticket as solved and informed the employee that they may receive a survey via email for feedback.",
    "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 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>\n The employee called the IT helpdesk to report a broken link on the My Holdings page that previously led to the employee stock purchase plan. The IT representative asked the employee to clear their browser cache and try again, but the issue persisted. The representative then provided the employee with the phone number for the My Holdings support team to further investigate the issue. The representative tagged the ticket as solved and informed the employee that they may receive a survey via email for 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 effectively conveys the main points of the call, which is a positive aspect. It captures the key issue of the broken link on the My Holdings page and the steps taken by the IT representative, including asking the employee to clear the browser cache and providing the phone number for further support. \n\nHowever, the summary misses some details that could enhance completeness, such as the initial troubleshooting steps and the fact that the employee was asked to send a screenshot of the error. Additionally, the summary does not mention the employee's callback number or the representative's request to hold the call while checking the issue. \n\nThe summary is relevant and coherent, with a clear structure and flow. It is also accurate, as it does not contain any false or misleading information. Overall, the summary provides a fair description of the main problem and resolution but could be improved by including more details from the call transcript.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue and resolution within a brief length. The information presented is relevant to the main topic, focusing on the broken link and the steps taken to address it. The summary has a clear structure and flow of ideas, making it easy to understand and follow. The information is factually correct, accurately reflecting the conversation between the employee and the IT representative. However, the summary could be considered incomplete as it does not mention the employee's initial description of the issue, the representative's request for a screenshot, and the employee's attempt to share the screen. Despite this, the summary still captures the main problem and 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": "The summary effectively captures the core issue (broken link on My Holdings page) and the resolution process (clearing cache attempt and referral to support team). It maintains good conciseness while including essential details. The information is highly relevant, focusing on the main problem and solution without unnecessary details. The summary follows a logical flow from problem identification to attempted solution to final resolution. In terms of accuracy, all stated facts align with the transcript. For completeness, it covers the main aspects including the initial problem, troubleshooting attempt, final resolution (referral to support team), and follow-up (survey mention). However, it could have specified that the broken link was specifically for ### one-source landing page, and that the support team phone number was provided specifically for ### support. Despite these minor omissions, the summary successfully captures the essence of the interaction while maintaining clarity and brevity.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "0ae869b1-9ff0-4036-85cd-c8c989c00286",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk received a call from an employee who was locked out of their account. The employee was unable to log in using their PIN or facial recognition. The helpdesk agent checked the employee's account and found that it was password-enabled. The agent then guided the employee to reset their password through the company's password reset website. After successfully resetting the password, the employee was able to log in to their computer. However, they still needed help setting up their PIN. The agent offered to conduct a remote session to assist the employee with setting up their PIN. The employee agreed, and the agent sent a link to initiate the remote session. The call ended, and the remote session began to resolve the issue.",
    "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 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>\n The company's IT helpdesk received a call from an employee who was locked out of their account. The employee was unable to log in using their PIN or facial recognition. The helpdesk agent checked the employee's account and found that it was password-enabled. The agent then guided the employee to reset their password through the company's password reset website. After successfully resetting the password, the employee was able to log in to their computer. However, they still needed help setting up their PIN. The agent offered to conduct a remote session to assist the employee with setting up their PIN. The employee agreed, and the agent sent a link to initiate the remote session. The call ended, and the remote session began 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 effectively conveys the main points of the call, which is a positive aspect. It captures the key issues: the employee being locked out of their account, the failure of PIN and facial recognition, and the steps taken to reset the password and set up a new PIN. The summary is relevant and sticks to the main topic without introducing extraneous details. \n\nHowever, there are some minor inaccuracies and omissions. The summary states that the password reset was successful and the employee logged in, but it does not mention the confusion about how the employee managed to log in suddenly. Additionally, the summary does not capture the detailed troubleshooting steps and the final agreement to continue the session remotely, which are important for completeness. \n\nThe coherence and flow of the summary are good, making it easy to follow. Overall, the summary is accurate but could be more complete by including all significant details from 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 account lockout issue and the helpdesk agent's resolution efforts. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. The information presented is factually correct, matching the details in the call transcript, which indicates accuracy. However, the summary could be considered slightly incomplete as it does not mention the initial automated message about performance issues with MyT and the Gone Phishing page, but this information is not directly related to the employee's issue. Overall, the summary effectively captures the essence of the call, including the main problem and its resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the main elements of the call:\n1. Accurately identifies the core issue (account lockout, PIN/facial recognition problems)\n2. Correctly describes the sequence of events (password reset attempt, unexpected login, PIN setup assistance)\n3. Concludes with the transition to remote support\n4. Maintains good coherence with clear progression of events\n5. Stays concise while including essential details\n\nHowever, there are minor areas for improvement:\n- Could mention that the facial recognition suddenly started working (employee unexpectedly gained access)\n- Could note the attempted PIN setup process and its failure before moving to remote support\n- Omits the initial verification process (personnel number, EID collection)\n\nDespite these small omissions, the summary provides a clear, accurate, and well-structured account of the interaction while maintaining brevity and focusing on the most relevant information.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "34f34b0b-f74f-435e-8447-816d6061f9d7",
    "train_trial_index": 0,
    "predicted_text": " The employee, a new joiner on their first day, calls the IT helpdesk with an issue logging into login.microsoftonline.com. They provide their employee number, enterprise ID, and callback number. The IT helpdesk agent confirms the issue and places the call on hold to investigate. Upon returning, the agent explains that the employee's account may need up to 24 hours to be fully functional for logging into Accenture sites and apps. The agent advises the employee to consult with their HR partner or lead for further instructions. The call ends with the agent asking if there's anything else they can help with and informing the employee they'll receive a survey for feedback.",
    "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>\n The employee, a new joiner on their first day, calls the IT helpdesk with an issue logging into login.microsoftonline.com. They provide their employee number, enterprise ID, and callback number. The IT helpdesk agent confirms the issue and places the call on hold to investigate. Upon returning, the agent explains that the employee's account may need up to 24 hours to be fully functional for logging into Accenture sites and apps. The agent advises the employee to consult with their HR partner or lead for further instructions. The call ends with the agent asking if there's anything else they can help with and informing the employee they'll receive a survey for 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 effectively conveys the main points of the call, including the employee's issue, the agent's investigation, and the resolution. It is relevant, focusing on the main topic of the login issue and the necessary waiting period for new accounts. The summary is coherent, with a clear structure and logical flow of ideas. It is accurate, correctly reflecting the details of the call, such as the need for up to 24 hours for account activation and the advice to consult with HR. However, it misses minor details like the agent's apology for the inconvenience and the specific mention of the survey for feedback. 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 logging into login.microsoftonline.com and the IT helpdesk agent's resolution. The summary has a clear structure, starting with the employee's issue, followed by the agent's investigation, and ending with the resolution and next steps, 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. 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 caller as a new joiner on their first day\n2. Accurately describes the login issue with microsoftonline.com\n3. Includes the verification process (employee number, enterprise ID, callback)\n4. Correctly states the agent's investigation and explanation (24-hour waiting period)\n5. Accurately captures the resolution and next steps (consulting HR/lead)\n6. Mentions the survey feedback request\n\nThe summary is concise while maintaining all essential information. It follows a logical flow from problem identification to resolution. The information is accurate and matches the transcript without any misrepresentations. It provides complete coverage of both the issue and solution.\n\nMinor improvement could be made by mentioning the specific error message (\"sorry, you're timed out\"), but this doesn't significantly impact the summary's effectiveness.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": " The employee called the IT helpdesk to regain access to their account after being locked out. They had already gone through a verification process, which their manager had approved. The IT helpdesk agent generated a temporary access pass for the employee and instructed them to enable phone sign-in. However, the employee's account was temporarily locked to prevent unauthorized use. The agent advised the employee to wait for 30 minutes for the replication time and then try again. The employee was also advised to call back after 30 minutes if they still couldn't access their account.",
    "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>\n The employee called the IT helpdesk to regain access to their account after being locked out. They had already gone through a verification process, which their manager had approved. The IT helpdesk agent generated a temporary access pass for the employee and instructed them to enable phone sign-in. However, the employee's account was temporarily locked to prevent unauthorized use. The agent advised the employee to wait for 30 minutes for the replication time and then try again. The employee was also advised to call back after 30 minutes if they still couldn't access their account.\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 key events: the employee being locked out, the verification process, the generation of a temporary access pass, and the advice to wait 30 minutes and call back if issues persist. \n\nRelevance is high as the summary sticks to the main topic of the call, which is the employee's account access issue.\n\nCoherence is good; the summary has a clear structure and flow, making it easy to understand.\n\nAccuracy is mostly correct, but there are minor details that could be more precise. For example, the summary does not mention the specific issue with the Microsoft Authenticator app and the confusion around the \"and sign\" in the temporary access pass.\n\nCompleteness is somewhat lacking. The summary omits the initial confusion about the temporary access pass and the specific steps the employee was instructed to follow, which are important parts of the call.\n\nOverall, the summary is strong but could be improved with more detailed accuracy and completeness.",
        "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 being locked out of their account and the IT 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 states the main events of the call transcript, including the employee's verification process, the generation of a temporary access pass, and the account being temporarily locked. However, the summary could be more complete by mentioning the employee's previous attempts to resolve the issue and the fact that they were unable to access their account despite the agent's instructions.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript, but could be improved by including more details to provide a more comprehensive understanding of the issue and its resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core elements of the call:\n1. Main issue: Employee locked out of account\n2. Context: Verification process completed and manager approved\n3. Solution attempt: Agent provided temporary access pass\n4. Outcome: Account remained temporarily locked\n5. Resolution: Wait 30 minutes and call back\n\nHowever, the summary misses some important context about why the issue occurred (name change and deletion of old Microsoft Authenticator credentials) and the scope of the problem (loss of access to email, Teams, and all Accenture systems). These details are relevant to understanding the severity of the situation.\n\nThe summary is concise, coherent, and accurate in what it does include. The flow is logical, moving from problem to attempted solution to next steps. While it captures the basic narrative, the omission of the underlying cause and full scope of the access issues slightly reduces its completeness.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "40dc7ee7-91ae-485c-9c21-91b2b591fe32",
    "train_trial_index": 0,
    "predicted_text": " The call transcript details a conversation between an employee and an IT helpdesk representative regarding the employee's account lockout due to compliance issues. The employee is unable to access Microsoft Teams and OneNote applications. The representative asks for the employee's personnel number or eID to locate their details, but the employee is unable to provide the personnel number as it is saved in the locked OneNote. The representative then asks for the employee's eID and callback number. After confirming the issue, the representative checks the resources and investigates the employee's machine and account. The representative then informs the employee that they will ping an available technician to remediate the machine and asks the employee to go to 123rescue.com to initiate a remote session. The representative then transfers the remote session to an available technician to resolve the issue.",
    "base64_images": [],
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      "prompt_truncated": 0.0,
      "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: 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>\n The call transcript details a conversation between an employee and an IT helpdesk representative regarding the employee's account lockout due to compliance issues. The employee is unable to access Microsoft Teams and OneNote applications. The representative asks for the employee's personnel number or eID to locate their details, but the employee is unable to provide the personnel number as it is saved in the locked OneNote. The representative then asks for the employee's eID and callback number. After confirming the issue, the representative checks the resources and investigates the employee's machine and account. The representative then informs the employee that they will ping an available technician to remediate the machine and asks the employee to go to 123rescue.com to initiate a remote session. The representative then transfers the remote session to an available technician 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 effectively conveys the main points of the call, including the employee's lockout issue and the steps taken by the IT representative. It maintains relevance by focusing on the key aspects of the conversation, such as the compliance issue, the request for the eID, and the initiation of a remote session. 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 specific applications affected (Microsoft Teams and OneNote) and the initial confusion about the personnel 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 account lockout and the steps taken by the IT representative to resolve the issue. 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 inability to access Microsoft Teams and OneNote, the request for the employee's eID and callback number, and the decision to ping a technician to remediate the machine. \n\nHowever, the summary could be considered slightly incomplete as it does not mention the initial automated messages and the employee's update of the Adobe Creative Cloud apps, which might be seen as contributing factors to the lockout. Despite this, the summary covers the main problems and the resolution process adequately.\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 identifies the main issue (account lockout due to compliance)\n2. Includes the specific applications affected (Teams, OneNote)\n3. Chronicles the identification process (personnel number/eID collection)\n4. Details the solution steps (remote session setup via 123rescue.com)\n\nThe summary is concise while maintaining essential details and follows a logical flow from problem identification to resolution steps. It's coherent and easy to follow.\n\nMinor improvements could include:\n- Mentioning that the employee had recently updated Creative Cloud apps\n- Including that email access was still working\n- Noting that the account was under \"conditional access\"\n\nHowever, these are secondary details, and their omission doesn't significantly impact the summary's effectiveness. The summary successfully balances brevity with informativeness while maintaining accuracy in the information presented.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": " The employee recently transferred from AFS to LLP and is unable to access their Outlook, OneDrive, or get a license for Microsoft 365. They mention that an email sent to their address bounced back, indicating the email address does not exist. The IT helpdesk confirms that the employee's license is enabled but suggests a remote session to investigate further. During the remote session, the IT helpdesk discovers that the employee can access their email via the web but cannot receive new emails. The IT helpdesk suggests reaching out to the employee's manager to send an email for onboarding, but the employee cannot reach their manager as they are off for the 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 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>\n The employee recently transferred from AFS to LLP and is unable to access their Outlook, OneDrive, or get a license for Microsoft 365. They mention that an email sent to their address bounced back, indicating the email address does not exist. The IT helpdesk confirms that the employee's license is enabled but suggests a remote session to investigate further. During the remote session, the IT helpdesk discovers that the employee can access their email via the web but cannot receive new emails. The IT helpdesk suggests reaching out to the employee's manager to send an email for onboarding, but the employee cannot reach their manager as they are off for the 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 captures the main points of the call, including the employee's transfer, issues with accessing Outlook, OneDrive, and Microsoft 365, and the email bounce-back issue. It also mentions the remote session and the suggestion to contact the manager. However, it misses some details, such as the specific troubleshooting steps taken during the remote session and the fact that the employee could access old emails but not new ones. The summary is relevant and coherent, with a clear structure and flow. It is mostly accurate but could be more complete by including additional troubleshooting details and the final suggestion to send a notification to the manager.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issues and steps taken during the call. It is relevant to the topic, focusing on the employee's access issues with Outlook, OneDrive, and Microsoft 365. 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 IT helpdesk's suggestion to restart the laptop or the employee's attempt to troubleshoot with AFS. Despite this, the summary covers the main concerns and resolutions 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, as it does not cover all the details discussed during the call.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core issue - an employee's access problems following a transfer from AFS to LLP. It accurately describes the main symptoms (inability to access Outlook, OneDrive, Microsoft 365) and the email bounce-back issue. The chronological flow of events is clear, from initial problem description through the remote troubleshooting session. The summary maintains relevance by focusing on the key technical issues and attempted solutions.\n\nHowever, there are a few minor gaps in completeness. The summary doesn't mention that when emails were sent to the AFS address as a workaround, the employee couldn't access the Accenture-specific links. It also doesn't fully capture the confusion around whether the employee could access old emails versus new ones. The IT agent's confirmation that they could send a test email successfully isn't clearly resolved with the ongoing access issues.\n\nDespite these small omissions, the summary is concise, well-structured, and accurately represents the main interaction without including unnecessary details from the automated system prompts or identification verification process.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "b21c859f-1363-4433-9c5f-57eba7928c8c",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk to request an international plan setup for their phone before leaving for a work trip. The employee confirmed their identity and provided their phone carrier (AT&T), serial number, make and model (iPhone 14 Pro), and phone number. The helpdesk agent created an incident ticket for the request and assured the employee that they would mark it as urgent for quicker processing. The agent also mentioned that they would reach out to their referrals to assign the ticket to the appropriate support team. The employee requested that the ticket number be emailed to them, as they were not in a position to write it down. The agent wished the employee a nice trip, and the call ended.",
    "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, 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>\n The employee called the IT helpdesk to request an international plan setup for their phone before leaving for a work trip. The employee confirmed their identity and provided their phone carrier (AT&T), serial number, make and model (iPhone 14 Pro), and phone number. The helpdesk agent created an incident ticket for the request and assured the employee that they would mark it as urgent for quicker processing. The agent also mentioned that they would reach out to their referrals to assign the ticket to the appropriate support team. The employee requested that the ticket number be emailed to them, as they were not in a position to write it down. The agent wished the employee a nice trip, 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 employee's request for an international plan setup, the confirmation of identity, and the details provided (carrier, serial number, make and model, phone number). It also mentions the creation of an incident ticket and the urgency of the request. The summary is relevant, focusing on the main topic of the call. It is coherent, with a clear structure and flow of ideas. The information is accurate and factually correct. However, the summary could be slightly more complete by mentioning the initial high call volume and the agent's need to put the caller 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 setup and the helpdesk agent's actions to assist them. 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 phone carrier, make and model, and the helpdesk agent's actions. However, it does not mention the initial automated messages and the performance issues with the key mentioned at the beginning of the call transcript, which are not directly related to the employee's request.\n\nRegarding completeness, the summary provides a fair description of the main problem (the employee's request for an international plan setup) and the resolution (the helpdesk agent creating an incident ticket and marking it as urgent).\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: Presents essential information without unnecessary details, maintaining brevity while covering key points.\n2. Relevance: Focuses on the main purpose (international plan setup) and includes pertinent details about the process.\n3. Coherence: Information flows logically from identification to request details to next steps.\n4. Accuracy: Correctly represents the conversation details, including phone specifications, carrier information, and the agent's actions.\n5. Completeness: Covers the main concern (international plan setup), verification process, and resolution steps.\n\nMinor improvements could include mentioning the urgency of the situation more explicitly (travel scheduled for that afternoon) and the fact that support team would handle the actual setup rather than just the ticket assignment. However, these are minor omissions that don't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "8b46594b-c0de-46f1-918c-ec69e9e213c4",
    "train_trial_index": 0,
    "predicted_text": " A new employee, who joined on Monday, called the IT helpdesk to reset their password and access their account. The employee was trying to register their MFA app but couldn't due to incorrect login credentials. The IT helpdesk confirmed the employee's details and created a ticket for the password reset. The employee was asked to wait for their manager's approval and then call back to complete the password reset process. The helpdesk mentioned that the employee's information was limited in their system as they were a new joiner.",
    "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... 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>\n A new employee, who joined on Monday, called the IT helpdesk to reset their password and access their account. The employee was trying to register their MFA app but couldn't due to incorrect login credentials. The IT helpdesk confirmed the employee's details and created a ticket for the password reset. The employee was asked to wait for their manager's approval and then call back to complete the password reset process. The helpdesk mentioned that the employee's information was limited in their system as they were a new joiner.\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 new employee's issue with accessing their account and the steps taken by the IT helpdesk. It is relevant, focusing on the main topic of the call, which is the password reset and account access issue. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. It is also accurate, as it correctly reflects the details of the call without any false or misleading information. However, it misses some minor details, such as the specific mention of the MFA app registration and the fact that the employee's information was limited because they were a new joiner. 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 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 account access. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. The information presented is factually correct, ensuring accuracy. However, the summary could be considered slightly incomplete as it does not mention the initial automated messages and the CIO's brief interaction, but these points are not crucial to the main issue at hand. Overall, the summary does a good job of capturing the essence of the call transcript, with only minor omissions that do not detract from the main topic.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Identifies the caller as a new employee starting Monday\n2. Clearly states the main issue (password reset/access problems)\n3. Mentions the specific context (MFA app registration attempt)\n4. Accurately describes the resolution process (ticket creation, manager approval requirement)\n5. Includes the relevant detail about limited system information due to new joiner status\n\nThe summary is concise yet comprehensive, maintaining good coherence by presenting events in a logical sequence. It's factually accurate with no misrepresentations of the conversation. The length is appropriate, avoiding unnecessary details while including all crucial information. The only minor improvement could be mentioning the specific application the employee was trying to access (mysinins.microsoft.com), but this detail isn't crucial to understanding the interaction's core purpose and outcome.\n\nThe summary effectively balances all evaluation criteria while maintaining clarity and usefulness.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "31998ae0-437f-4beb-bf5d-d29277f2b394",
    "train_trial_index": 0,
    "predicted_text": " The call transcript is a conversation between a new intern and an IT helpdesk representative. The intern is trying to reset their password to log into their work laptop for the first time but is unable to proceed with the self-service password reset process. The IT helpdesk representative asks for the intern's email address or employee ID, office location, and joining date to verify their identity and assist with the password reset. However, the intern is unable to provide these details and is advised to connect with their HR or manager to obtain the necessary information before calling back for further assistance.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1131.0,
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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.\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>\n The call transcript is a conversation between a new intern and an IT helpdesk representative. The intern is trying to reset their password to log into their work laptop for the first time but is unable to proceed with the self-service password reset process. The IT helpdesk representative asks for the intern's email address or employee ID, office location, and joining date to verify their identity and assist with the password reset. However, the intern is unable to provide these details and is advised to connect with their HR or manager to obtain the necessary information before calling 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 transcript. It captures the intern's issue with resetting the password and the helpdesk representative's attempts to verify the intern's identity. The summary is relevant, focusing on the main topic of the password reset issue. It is coherent, with a clear structure and flow of ideas that make it easy to understand. The information is accurate and factually correct, reflecting the conversation accurately. However, the summary could be slightly more complete by mentioning the intern's specific difficulties with the self-service password reset and the representative's suggestion to contact HR or a manager for the necessary details. 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 issue and resolution within a brief length. It is relevant to the main topic, focusing on the intern's password reset issue and the IT helpdesk representative's attempts to assist. The summary has a clear structure and flow of ideas, making it easy to understand and follow. The information presented is factually correct, accurately reflecting the conversation in the call transcript. 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 IT helpdesk representative's advice to connect with HR or their manager.\n\nHowever, the summary could be improved by including more specific details about the intern's situation, such as their remote work arrangement and the lack of information provided by their employer. Nevertheless, the summary effectively conveys the essential information and resolution.\n\nGiven the strengths and minor weaknesses, I would score the summary as follows:",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core elements of the call:\n1. Identifies the key participants (intern and IT helpdesk)\n2. Clearly states the main issue (password reset for first-time login)\n3. Accurately describes the verification process attempted by the representative\n4. Correctly presents the resolution (intern needs to get details from HR/manager)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining all crucial information. It's coherently structured, flowing logically from problem identification to attempted solution to final resolution. The information is accurate, with no misrepresentations of the conversation.\n\nMinor improvement could be made by mentioning that the intern is remote and working with the legal department, as this contextualizes why they might not have all required information. However, this is not critical to understanding the core interaction.\n\nThe summary successfully balances brevity with informativeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "0d4e62a9-8ca7-4239-ae38-d86b6fc7044b",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with MyT, causing users to be redirected to a phishing page upon login. An employee calls the helpdesk to report a stolen laptop and inquire about getting a replacement. The helpdesk agent confirms that a ticket has already been created and assigned to the local tech support for laptop replacement. The agent advises the employee to wait for the local tech support to contact them directly to arrange for a new machine. The employee then receives a message from the local tech support on Teams and confirms that they will work with them to get a new laptop. The helpdesk agent concludes the call by advising the employee to communicate with the local tech support and document everything on the ticket.",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 164.0,
      "inference_runtime": 2.189124345779419,
      "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...\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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with MyT, causing users to be redirected to a phishing page upon login. An employee calls the helpdesk to report a stolen laptop and inquire about getting a replacement. The helpdesk agent confirms that a ticket has already been created and assigned to the local tech support for laptop replacement. The agent advises the employee to wait for the local tech support to contact them directly to arrange for a new machine. The employee then receives a message from the local tech support on Teams and confirms that they will work with them to get a new laptop. The helpdesk agent concludes the call by advising the employee to communicate with the local tech support and document everything on 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 transcript. It highlights the high call volume due to MyT performance issues, the employee's report of a stolen laptop, and the steps taken to get a replacement. 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 details of the call, including the creation of a ticket, the involvement of local tech support, and the final resolution. However, it misses some minor details, such as the employee providing their shipping address and the specific interactions between the employee and the helpdesk agent. 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 issue with the stolen laptop and the helpdesk's response. The summary has a clear structure, starting with the context of the high call volume, then moving to the employee's issue, and finally resolving with the helpdesk's advice. The information presented is accurate, matching the details in the call transcript. However, the summary could be considered incomplete as it does not mention the employee's urgency to get a new laptop by Monday, which is an important context for the call. Nevertheless, the summary provides a fair description of the main problems and resolutions.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Mentions the context of high call volume and MyT issues\n2. Accurately describes the main problem (stolen laptop) and solution path\n3. Correctly captures the interaction between caller, helpdesk, and local tech support\n4. Maintains good flow and logical progression of events\n5. Includes the resolution (local tech support availability and next steps)\n\nHowever, there are a few minor areas where it could improve:\n1. The opening context about MyT issues, while accurate, isn't directly relevant to the main conversation\n2. Could have mentioned that the employee needs the laptop by Monday for travel\n3. Could have been slightly more concise by omitting the MyT issues entirely\n\nDespite these minor points, the summary achieves its main goals of accurately conveying the important information while maintaining clarity and coherence. The resolution is clearly explained, and the key points are well-organized.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "3e1cb831-0b10-41ca-bb9b-bd7dfda47bf8",
    "train_trial_index": 0,
    "predicted_text": " The call begins with automated prompts in Spanish for password and access support, application and technology support, video conferencing services, and other methodology tools. Speaker 2 then informs that all agents are currently busy and suggests finding solutions online or using other contact methods. Speaker 3, an IT helpdesk agent, joins the call and asks for the caller's accent but receives no response, as the caller seems unable to hear or respond.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 269.0,
      "num_output_tokens": 95.0,
      "inference_runtime": 1.9736406803131104,
      "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: 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>\n The call begins with automated prompts in Spanish for password and access support, application and technology support, video conferencing services, and other methodology tools. Speaker 2 then informs that all agents are currently busy and suggests finding solutions online or using other contact methods. Speaker 3, an IT helpdesk agent, joins the call and asks for the caller's accent but receives no response, as the caller seems unable to hear or respond.\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 prompts in Spanish, the message from Speaker 2 about agents being busy, and the interaction with Speaker 3. The information is relevant to the main topic of the helpdesk call. The summary is coherent, with a clear structure and flow of ideas. However, there is a minor inaccuracy: Speaker 3 asks for the caller's \"accent,\" which seems to be a transcription error, as it likely should be \"account\" or another relevant term. Despite this, the summary captures the essence of the call. The summary is fairly complete, covering the main issues and interactions.",
        "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 key events and interactions during the call. The structure and flow of ideas in the summary are clear and easy to follow, making it coherent. The information presented is factually correct, with no false or misleading information, making it accurate. However, the summary could be considered incomplete as it does not provide a clear description of the main problems or concerns of the caller, likely due to the caller's inability to respond. Despite this, the summary does a good job of capturing the events of the call.\n\nGiven these factors, the summary scores well 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 call transcript:\n1. Accurately describes the initial Spanish automated menu options\n2. Correctly includes the hold message and alternative solution suggestion\n3. Accurately represents the IT agent's attempt to establish communication\n4. Maintains good coherence by presenting events in chronological order\n5. Effectively conveys the communication breakdown at the end\n\nThe summary is concise while including all relevant information. It maintains accuracy without adding speculation or incorrect details. The structure flows logically from the automated system to the live agent interaction. The only minor improvement could be more precise translation of some Spanish menu options, but this doesn't significantly impact the summary's quality.\n\nThe summary successfully captures the complete interaction, including the unsuccessful attempt to establish communication. It provides appropriate context and maintains clarity throughout.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "b96c1e8a-25aa-40ac-8c4e-ce6752e2c1ab",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with my key, causing users to be directed to a gone fishing page upon login. An employee from sales services calls in with an issue signing into Teams and Outlook on their phone, as they are repeatedly logged out. The IT helpdesk agent suggests uninstalling and reinstalling the application, and the employee agrees to try this troubleshooting step. The agent tags the ticket as resolved and advises the employee to reopen the ticket within 72 hours if the issue persists.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1244.0,
      "num_output_tokens": 121.0,
      "inference_runtime": 1.8410789966583252,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.6666666666666666
    },
    "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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with my key, causing users to be directed to a gone fishing page upon login. An employee from sales services calls in with an issue signing into Teams and Outlook on their phone, as they are repeatedly logged out. The IT helpdesk agent suggests uninstalling and reinstalling the application, and the employee agrees to try this troubleshooting step. The agent tags the ticket as resolved and advises the employee to reopen the ticket within 72 hours if the issue persists.\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 high call volume, the specific issue with logging into Teams and Outlook, and the suggested troubleshooting step. However, it inaccurately mentions \"my key\" and \"gone fishing page,\" which were not part of the user's issue but rather part of the automated message. The summary is relevant to the main topic and maintains coherence, making it easy to follow. It accurately describes the troubleshooting step and the resolution process. However, it misses some details, such as the repeated attempts to sign in and the use of a temporary password. Overall, the summary is fairly complete but could be more precise in distinguishing between the automated message and the user's specific issue.",
        "gpt_score": 7.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issues and resolution within a brief length. It is also relevant, focusing on the employee's problem and the IT helpdesk's response. The structure is coherent, making it easy to follow the sequence of events. The summary is accurate, correctly stating the issues with the company's IT system and the employee's problem with signing into Teams and Outlook. However, the summary could be more complete by mentioning the potential cause of the employee's issue, specifically the use of a temporary access password, which may lead to being signed out after 30 minutes. Despite this, the summary provides a fair description of the main problems and resolutions.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary has several strengths but also notable weaknesses:\n\nStrengths:\n- Concisely captures the main issue (login problems with Teams/Outlook)\n- Includes the troubleshooting step suggested (uninstall/reinstall)\n- Mentions the resolution process and follow-up options\n\nWeaknesses:\n- Incorrectly combines two separate issues: The opening automated message about \"my key\" issues is unrelated to the actual call content, yet the summary presents them as connected\n- Misses important context about the temporary password situation, which is central to the user's problem\n- Doesn't mention that the logout issue occurs specifically because of temporary password usage\n- The flow could be more coherent - the opening statement about system-wide issues is disconnected from the actual call content\n\nThe summary provides a basic understanding of the interaction but misses crucial details and introduces confusion by mixing unrelated issues. While it maintains conciseness, it sacrifices accuracy and completeness in key areas.",
        "claude_score": 6.0
      }
    }
  },
  {
    "instance_id": "06ac34eb-8ff2-48bc-bd50-feb015e006e6",
    "train_trial_index": 0,
    "predicted_text": " The employee (Speaker 4) calls the IT helpdesk (Speaker 3) to report a loud noise coming from their laptop's fan, which started on Wednesday or Thursday. The IT helpdesk agent apologizes for the inconvenience and confirms the issue. The agent then informs the employee that they will consult with a Level 2 tech to resolve the issue. After a brief hold, the agent initiates a remote session and transfers it to the Level 2 tech for further troubleshooting. The employee is instructed to close all open applications and save unsaved files before the remote session begins. The Level 2 tech will communicate with the employee via chat during the remote session. The call ends with the agent wishing the employee a good day.",
    "base64_images": [],
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      "num_output_tokens": 164.0,
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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>\n The employee (Speaker 4) calls the IT helpdesk (Speaker 3) to report a loud noise coming from their laptop's fan, which started on Wednesday or Thursday. The IT helpdesk agent apologizes for the inconvenience and confirms the issue. The agent then informs the employee that they will consult with a Level 2 tech to resolve the issue. After a brief hold, the agent initiates a remote session and transfers it to the Level 2 tech for further troubleshooting. The employee is instructed to close all open applications and save unsaved files before the remote session begins. The Level 2 tech will communicate with the employee via chat during the remote session. The call ends with the agent wishing the employee 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 issue with the laptop fan, the steps taken by the IT helpdesk agent, and the transfer to a Level 2 tech. 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. It accurately reflects the content of the call transcript without any false or misleading information. However, it misses some minor details, such as the employee's initial difficulty in conveying the noise issue over the phone and the specific instructions given for running the remote session as an administrator. 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's fan and the steps taken by the IT helpdesk to resolve the issue. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. The information presented is factually correct, matching the details provided in the call transcript, which ensures accuracy. However, the summary could be considered slightly incomplete as it does not mention the employee's attempt to troubleshoot by rebooting the laptop, but this omission does not significantly impact the overall understanding of the issue and its resolution. 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 (laptop fan noise)\n2. Includes timing of the problem (Wednesday/Thursday)\n3. Accurately describes the resolution process (remote session and Level 2 tech involvement)\n4. Maintains chronological flow of events\n5. Includes important instructions given to the employee\n\nThe summary is concise while retaining essential details and maintains good coherence in its narrative flow. It's factually accurate with no misrepresentations of the conversation. The length is appropriate - not too verbose but comprehensive enough to understand the situation and resolution steps.\n\nOne minor improvement could be 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 and doesn't significantly impact the summary's quality.\n\nThe summary successfully balances brevity with informativeness while maintaining accuracy and relevance throughout.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "9d82ade2-5b1b-4b2a-b81c-b6730f399d08",
    "train_trial_index": 0,
    "predicted_text": " The employee (Speaker 4) is having trouble accessing the learning portal for compliance training due to a \"password is not registered\" error. They contacted the helpdesk previously and were told a workflow message was sent to their manager for approval, but the manager did not receive it. The IT helpdesk agent (Speaker 3) confirms that the message was sent but is still pending approval from the manager. The agent assures the employee that they will update the ticket and follow up with the manager to resolve the issue. The employee expresses frustration with the lengthy process, and the agent acknowledges their concerns and promises to expedite the 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 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>\n The employee (Speaker 4) is having trouble accessing the learning portal for compliance training due to a \"password is not registered\" error. They contacted the helpdesk previously and were told a workflow message was sent to their manager for approval, but the manager did not receive it. The IT helpdesk agent (Speaker 3) confirms that the message was sent but is still pending approval from the manager. The agent assures the employee that they will update the ticket and follow up with the manager to resolve the issue. The employee expresses frustration with the lengthy process, and the agent acknowledges their concerns and promises to expedite the 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 accessing the learning portal, the error message received, 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 of the call transcript. However, the summary could be slightly more complete by mentioning the employee's repeated attempts to resolve the issue and their frustration with the process, which adds context to their concerns. 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 issue and resolution within a brief length. It is also relevant, focusing on the employee's problem accessing the learning portal and the IT helpdesk agent's efforts to resolve it. The summary has a clear structure, starting with the problem, then the previous attempts to resolve it, and finally the agent's plan to update the ticket and follow up with the manager. The information presented is factually correct, with no false or misleading information. However, the summary could be improved by including more details about the employee's frustration and the agent's acknowledgment of their concerns. Overall, the summary provides a fair description of the main problems and resolutions.\n\nThe only potential issue is the statement \"The agent confirms that the message was sent but is still pending approval from the manager.\" The transcript actually states that the adaptive card sent to the manager is not pending, but this discrepancy does not significantly impact the overall accuracy of the summary.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core issue (learning portal access problem), the context (compliance training), and the current status (pending manager approval). It accurately reflects the key points of the conversation, including the employee's previous attempts to resolve the issue and their frustration with the process. The summary maintains good coherence by presenting events in a logical sequence and connecting related ideas smoothly.\n\nHowever, there are a few minor omissions that could have added valuable context:\n1. No mention of the verification process discussion where the agent couldn't share manager details\n2. No mention that this was the employee's third attempt to resolve the issue\n3. The timeframe mentioned by the employee (almost a week) isn't included\n\nThe summary is concise while maintaining essential details and stays focused on relevant information. It accurately represents both the problem and the agent's response without any factual errors. While these omissions don't significantly impact the summary's quality, including them would have provided a more complete picture of the interaction.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "70ccaead-8d6e-43c1-ac86-b17e80fb053c",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk for assistance with setting up a new laptop. They were able to set up BitLocker but encountered an error message stating they did not have a license when trying to access Microsoft applications. The helpdesk agent initiated a remote session to investigate the issue and discovered that the employee was still tagged as an Accenture Federal employee in the system, despite transferring to LLP. The agent advised the employee to contact their local HR to resolve the issue, as this was preventing them from accessing the necessary licenses for Microsoft applications.",
    "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, 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>\n The employee called the IT helpdesk for assistance with setting up a new laptop. They were able to set up BitLocker but encountered an error message stating they did not have a license when trying to access Microsoft applications. The helpdesk agent initiated a remote session to investigate the issue and discovered that the employee was still tagged as an Accenture Federal employee in the system, despite transferring to LLP. The agent advised the employee to contact their local HR to resolve the issue, as this was preventing them from accessing the necessary licenses for Microsoft applications.\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 setup of BitLocker, the error message regarding the lack of a license, and the resolution steps taken by the helpdesk agent. The information is relevant to the main topic and maintains a clear structure and flow, 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 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.",
        "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 accessing Microsoft applications on their new laptop. The structure and flow of ideas are clear, making it easy to understand and follow. The information presented is factually correct, accurately reflecting the conversation between the employee and the helpdesk agent. The summary also provides a fair description of the main problem and resolution, including the discovery of the employee's incorrect tagging in the system and the agent's advice to contact local HR. However, some minor details, such as the employee's transfer to LLP and the timing of the license activation, are slightly condensed or omitted for brevity.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Initial problem: New laptop setup and Microsoft license issues\n2. Troubleshooting process: Remote session investigation\n3. Root cause identification: Employee status tagged as Federal instead of LLP\n4. Resolution: Need to contact HR to update employment status\n\nThe summary is concise while maintaining all essential information. It's coherent, following a logical progression from problem to resolution. The information is accurate, correctly representing the conversation without any misrepresentations. It's relevant, focusing on the core issue and solution without including unnecessary details like specific codes or greetings.\n\nThe only minor improvement could be mentioning that the employee was starting their LLP role the next day, which provides context for the timing of the issue. However, this isn't critical to understanding the main problem and solution.\n\nOverall, the summary effectively distills a lengthy conversation into its key components while maintaining accuracy and clarity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "f0f3234a-0655-4b9e-b930-c9b1b8c96878",
    "train_trial_index": 0,
    "predicted_text": " The employee, who is transitioning from Accenture to AFS, calls the IT helpdesk regarding a ticket (INC48695130) that hasn't been resolved since the previous day. The employee is trying to forward emails from their Accenture account to their AFS account, but the settings changes they made aren't working. The IT helpdesk agent confirms the issue and informs the employee that they need to request approval for email forwarding. The employee expresses frustration, as they believe they should be able to do it themselves without requesting approval. The agent insists that the employee needs to request an exclusion to forward their Accenture emails to their AFS account. The employee remains unsatisfied with the answer but ends the call.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 2076.0,
      "num_output_tokens": 167.0,
      "inference_runtime": 2.3668441772460938,
      "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 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>\n The employee, who is transitioning from Accenture to AFS, calls the IT helpdesk regarding a ticket (INC48695130) that hasn't been resolved since the previous day. The employee is trying to forward emails from their Accenture account to their AFS account, but the settings changes they made aren't working. The IT helpdesk agent confirms the issue and informs the employee that they need to request approval for email forwarding. The employee expresses frustration, as they believe they should be able to do it themselves without requesting approval. The agent insists that the employee needs to request an exclusion to forward their Accenture emails to their AFS account. The employee remains unsatisfied with the answer but ends 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 captures the main points of the call, including the unresolved ticket, the issue with email forwarding, and the need for approval. It is relevant to the main topic and maintains coherence, making it easy to follow. However, it misses some details, such as the repeated attempts by the agent to clarify the issue and the employee's specific frustration about the misunderstanding. The summary is accurate but could be more complete by including these nuances. Overall, it provides a fair description but lacks some depth.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue and resolution within a brief length. It is also relevant, focusing on the employee's problem with email forwarding and the IT helpdesk agent's response. The summary has a clear structure, starting with the employee's issue, followed by the agent's response, and ending with the employee's dissatisfaction, making it 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 more complete by including more details about the employee's frustration and the agent's insistence on requesting an exclusion. Despite this, the summary provides a fair description of the main problem 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 call:\n1. Context: Employee transitioning from Accenture to AFS\n2. Issue: Unresolved ticket about email forwarding\n3. Problem: Settings changes not working\n4. Solution proposed: Need for approval/exclusion request\n5. Outcome: Employee's dissatisfaction\n\nThe summary is concise while maintaining essential details. It's coherent, following a logical progression from issue to outcome. The information is accurate, correctly representing both the employee's attempt to forward emails and the agent's insistence on formal approval. It's relevant, focusing on the core issue without including unnecessary details like personal numbers or irrelevant dialogue.\n\nMinor improvement could be made by mentioning that the employee was told by AFS folks they could do it themselves, which explains their frustration. However, this doesn't significantly impact the summary's overall quality as the main points are well-covered.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "4c7e1ca0-5ce9-41c8-9f75-cc088813bee8",
    "train_trial_index": 0,
    "predicted_text": " The employee, transferring from Accenture Federal Services, contacts the IT helpdesk for assistance with setting up their new Accenture laptop. They are unable to proceed with the new joiner setup guide due to an error stating their account is blocked when attempting to register for a self-service password. The helpdesk agent guides the employee to the myid.accenture.com website and instructs them to select the \"reset/unlock\" option. After entering their email address and CAPTCHA code, the employee resets their password by following the prompts and including the required character types. The agent confirms that the first step of the setup process is complete and encourages the employee to proceed with the remaining verification steps. The call concludes with the agent requesting the employee to provide feedback via a survey link that will be sent after 72 hours.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1568.0,
      "num_output_tokens": 183.0,
      "inference_runtime": 2.2587974071502686,
      "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: 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>\n The employee, transferring from Accenture Federal Services, contacts the IT helpdesk for assistance with setting up their new Accenture laptop. They are unable to proceed with the new joiner setup guide due to an error stating their account is blocked when attempting to register for a self-service password. The helpdesk agent guides the employee to the myid.accenture.com website and instructs them to select the \"reset/unlock\" option. After entering their email address and CAPTCHA code, the employee resets their password by following the prompts and including the required character types. The agent confirms that the first step of the setup process is complete and encourages the employee to proceed with the remaining verification steps. The call concludes with the agent requesting the employee to provide feedback via a survey link that will be sent after 72 hours.\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 read and understand. It captures the key issue of the employee being unable to proceed with the new joiner setup due to a blocked account and the steps taken to resolve this issue. The summary is relevant, focusing on the main topic of the call, which is the password reset process. It is coherent, with a clear structure and logical flow of ideas. The information is accurate, reflecting the actual events and instructions given during the call. However, the summary could be slightly more complete by mentioning the initial confusion about the personnel number and the specific instructions about the password requirements (uppercase, lowercase, special character, and 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 setting up their new 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, matching the details provided in the call transcript, which ensures accuracy. Lastly, the summary provides a fair description of the main problem (the employee's account being blocked) and the resolution (resetting the password with the helpdesk agent's guidance), making it complete. 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. Context: New employee transferring from AFS with laptop setup issues\n2. Problem: Blocked account during self-service password registration\n3. Solution: Guided password reset process through myid.accenture.com\n4. Resolution: Successful password reset and next steps\n\nThe summary is concise while maintaining essential details, has good flow, and accurately represents the conversation. It includes relevant technical details (like using myid.accenture.com) and the outcome. The structure is logical, moving from problem identification to resolution.\n\nMinor improvements could include mentioning the verification process involved calling their office number, and the specific password requirements (10+ characters, uppercase, lowercase, special character, number).\n\nOverall, the summary achieves its main goals but leaves out some granular details that could be useful for technical documentation purposes. However, these omissions don't significantly impact the summary's effectiveness for general understanding of the interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "aa567f0b-6b82-4c64-ba05-bd0dbd227027",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves a vendor trying to reset their password for Accenture's systems. The vendor is unable to reset the password through the usual myid.accenture.com website because their account has not been registered yet. The IT helpdesk agent informs the vendor that they will need to send an adaptive card to the vendor's manager for approval to reset the password. Once the manager approves the adaptive card, they will provide the vendor with a ticket number. The vendor can then call back with the ticket number to proceed with the password reset. The call is put on hold for 10 minutes while the adaptive card is created.",
    "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, 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>\n The call transcript involves a vendor trying to reset their password for Accenture's systems. The vendor is unable to reset the password through the usual myid.accenture.com website because their account has not been registered yet. The IT helpdesk agent informs the vendor that they will need to send an adaptive card to the vendor's manager for approval to reset the password. Once the manager approves the adaptive card, they will provide the vendor with a ticket number. The vendor can then call back with the ticket number to proceed with the password reset. The call is put on hold for 10 minutes while the adaptive card is created.\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 vendor's issue with resetting their password and the steps the helpdesk agent will take 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 details of the call without any false or misleading information. However, it misses some minor details, such as the initial high call volume announcement and the specific steps the agent took to verify the vendor's identity. 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 issue and resolution within a brief length. It is also relevant, focusing on the vendor's password reset issue and the IT helpdesk agent's solution. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. The information presented is factually correct, matching the details in the call transcript, which ensures accuracy. However, the summary could be considered slightly incomplete as it does not mention the initial automated messages and the context of high call volume due to performance issues with \"my key.\" Despite this, the main problem and resolution are well-described, making the summary overall of high quality.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the caller as a vendor seeking password reset\n2. Explains the core issue (cannot reset via myid.accenture.com due to unregistered account)\n3. Details the solution process (adaptive card needs manager approval)\n4. Includes the next steps (getting ticket number and calling back)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details from the IVR system while maintaining focus on the relevant interaction. It follows a logical structure, starting with the problem and moving to the solution. All information presented is accurate to the transcript.\n\nMinor improvement could be made by mentioning the initial verification steps the agent took (checking existing ticket, verifying personnel number). However, this doesn't significantly impact the summary's effectiveness.\n\nThe summary successfully balances brevity with informativeness, making it highly effective for understanding the call's key points and resolution path.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "e5ec219c-fc93-42b2-89a9-8e5e23fa683a",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with a login system, directing users to a \"gone phishing\" page. The IT team is actively working to resolve this issue. An employee calls the helpdesk and is asked for their employee ID number, which they provide. However, before their issue can be addressed, the employee decides to call back later as they need to join another call.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 512.0,
      "num_output_tokens": 91.0,
      "inference_runtime": 2.1294167041778564,
      "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, 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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with a login system, directing users to a \"gone phishing\" page. The IT team is actively working to resolve this issue. An employee calls the helpdesk and is asked for their employee ID number, which they provide. However, before their issue can be addressed, the employee decides to call back later as they need to join another 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. It mentions the high call volume due to performance issues with the login system and the \"gone phishing\" page, which are the primary concerns. The summary also accurately describes the interaction between the employee and the helpdesk agent, including the request for the employee ID and the employee's decision to call back later. \n\nHowever, the summary could be slightly improved by mentioning the initial automated prompts and the fact that the employee had to wait on hold, which are minor but relevant details. The summary is coherent and easy to follow, with a clear structure. It is factually accurate and does not contain any misleading information. Overall, it provides a fair description of the main problems and the interaction that took place.",
        "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 high call volume due to performance issues with the login system and the employee's call. 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 considered incomplete as it does not provide a detailed description of the employee's issue, but this is understandable given the employee's decision to call back later. Overall, the summary effectively captures the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the system-wide login issue and phishing page problem\n2. Correctly notes the high call volume situation\n3. Accurately represents the brief interaction between the employee and helpdesk agent\n4. Maintains proper sequence of events\n5. Includes the essential outcome (caller needing to call back later)\n\nThe summary is concise while including relevant details and maintains good coherence in its flow. It accurately reflects the content without adding incorrect information. However, it could have mentioned that this was part of an automated message system with multiple support options (as shown in the first part of the transcript), which would have provided more context about the service structure. Despite this minor omission, the summary effectively captures the core interaction and system status announcement, making it a strong representation of the call transcript.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "41727ddc-5386-48a1-bb73-b9c876cdc65f",
    "train_trial_index": 0,
    "predicted_text": " The employee, who speaks Spanish, calls the IT helpdesk for assistance with their Global Protect VPN application. The helpdesk agent, who only speaks English, asks for the employee's ID or email address. After confirming the employee's identity, the agent suggests moving the conversation to Microsoft Teams for better assistance. The employee shares their screen, and the agent guides them to try a different IP address for the VPN connection. However, the issue persists, and the agent suggests uninstalling and reinstalling the application. The call ends with the agent proposing to continue the support session on a Teams call.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1590.0,
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      "inference_runtime": 2.8229126930236816,
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      "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 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>\n The employee, who speaks Spanish, calls the IT helpdesk for assistance with their Global Protect VPN application. The helpdesk agent, who only speaks English, asks for the employee's ID or email address. After confirming the employee's identity, the agent suggests moving the conversation to Microsoft Teams for better assistance. The employee shares their screen, and the agent guides them to try a different IP address for the VPN connection. However, the issue persists, and the agent suggests uninstalling and reinstalling the application. The call ends with the agent proposing to continue the support session on a Teams 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 captures the main points of the call, including the language barrier, the issue with the Global Protect VPN, and the steps taken to resolve it. It is relevant as it focuses 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 does not mention the initial automated prompts and the repeated attempts to enter the personnel number. Additionally, the summary does not capture the agent's brief absence to go to the washroom, which is a minor but relevant detail. Overall, the summary is mostly accurate but could be slightly more 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 employee's issue with the Global Protect VPN 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 states the employee's language, the agent's language limitation, and the steps taken to troubleshoot the issue. However, it does not mention the employee's previous attempts to uninstall and reinstall the application, which is an important detail.\n\nRegarding completeness, the summary covers the main problem and the proposed resolution but does not mention the employee's urgency to resolve the issue due to an upcoming work commitment.\n\nOverall, the summary is well-written, but it could be improved by including a few more details to make it more comprehensive.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Language barrier situation (Spanish-speaking caller, English-speaking agent)\n2. Issue identification (Global Protect VPN connection problem)\n3. Process flow (ID verification, moving to Teams, screen sharing)\n4. Attempted solutions (IP address change, reinstallation suggestion)\n5. Resolution path (moving to Teams call)\n\nThe summary is concise while maintaining essential details, has good coherence in its narrative flow, and is accurate to the transcript. It's particularly good at capturing the communication dynamics between the speakers.\n\nHowever, there are a few minor missing details that could have added context:\n- No mention that this was a switch from Pulse Secure to Palo Alto Global Protect a month ago\n- No mention of the employee's urgency (needed to start working in 15 minutes)\n- No mention of the specific error message encountered\n\nDespite these minor omissions, the summary effectively captures the essence of the interaction and maintains good balance between brevity and informativeness.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "d7215e4c-30f3-49a4-9a17-d4e6fe0aa592",
    "train_trial_index": 0,
    "predicted_text": " The employee (Speaker 5) calls the IT helpdesk (Speaker 4) because their computer won't turn on, despite the power button being pressed and the charging light indicating it's charging. The IT helpdesk agent (Speaker 4) asks the employee to remove all wires and press the power button until the machine turns off, then press it again to see if a light indicator appears. The employee says this hasn't been working. The agent then asks if the employee has tried draining the battery, to which the employee says it's the first time this issue has occurred. The agent decides to reach out to their support team for further assistance and asks the employee for their Accenture email, phone number, and current location. The agent informs the employee that they will be sending a ticket to the designated support team and advises the employee to drain the battery until it turns off, then try plugging in the charger again. The agent provides the employee with an incident ticket number (INC48710177) for reference and assigns the ticket to the support team, who will reach out to the employee for further assistance.",
    "base64_images": [],
    "stats": {
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      "inference_runtime": 3.945858955383301,
      "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, 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>\n The employee (Speaker 5) calls the IT helpdesk (Speaker 4) because their computer won't turn on, despite the power button being pressed and the charging light indicating it's charging. The IT helpdesk agent (Speaker 4) asks the employee to remove all wires and press the power button until the machine turns off, then press it again to see if a light indicator appears. The employee says this hasn't been working. The agent then asks if the employee has tried draining the battery, to which the employee says it's the first time this issue has occurred. The agent decides to reach out to their support team for further assistance and asks the employee for their Accenture email, phone number, and current location. The agent informs the employee that they will be sending a ticket to the designated support team and advises the employee to drain the battery until it turns off, then try plugging in the charger again. The agent provides the employee with an incident ticket number (INC48710177) for reference and assigns the ticket to the support team, who will reach out to the employee 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 employee's issue with the computer not turning on, the troubleshooting steps suggested by the IT helpdesk agent, and the final resolution involving the creation of a support ticket. 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 and does not contain any misleading information. However, it omits some minor details, such as the initial verification of the employee's identity and the repeated holding periods. 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 computer not turning on and the IT helpdesk's attempts to troubleshoot and resolve the issue. 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, making it complete.\n\nHowever, there are some minor details that could be improved. For example, the summary could mention that the employee had tried charging the laptop and that the charging light was on, but the laptop still wouldn't turn on. 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 key elements of the helpdesk call:\n1. Clear description of the initial problem (computer won't turn on)\n2. Accurate representation of troubleshooting steps attempted\n3. Proper documentation of the process (gathering contact information, ticket creation)\n4. Includes the final resolution (ticket creation and next steps)\n5. Maintains chronological flow and logical structure\n\nThe summary is concise while including all relevant details. It accurately reflects the conversation without adding incorrect information. The writing is coherent and easy to follow. Important details like the ticket number (INC48710177) are preserved.\n\nMinor improvement could be made by including that this was specifically a laptop (not just \"computer\") and that it's an Accenture-related support desk, but these are not critical omissions.\n\nThe summary successfully balances brevity with completeness, making it highly effective for documenting the interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "1ca5c62f-caae-4d53-97b1-026dd8358ab6",
    "train_trial_index": 0,
    "predicted_text": " The employee, #####, contacted the IT helpdesk for assistance with accessing their Accenture email from their client laptop. The IT agent, Speaker 2, suggested setting up the Microsoft Authenticator app on their phone to access Teams and Outlook. However, when ##### tried to add a PolarWorks account, they encountered an error. Speaker 2 offered to help generate a temporary access password but needed to verify their account through a manager first. Speaker 2 sent a request to the manager, but there was no response within 40 minutes. Speaker 2 instructed ##### to wait for their manager to reach out with the incident number, their full name or enterprise ID, and the ticket number. Once approved, ##### could call back to continue the verification process for the temporary access password.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1788.0,
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      "num_train_instances": 0.0,
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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... 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>\n The employee, #####, contacted the IT helpdesk for assistance with accessing their Accenture email from their client laptop. The IT agent, Speaker 2, suggested setting up the Microsoft Authenticator app on their phone to access Teams and Outlook. However, when ##### tried to add a PolarWorks account, they encountered an error. Speaker 2 offered to help generate a temporary access password but needed to verify their account through a manager first. Speaker 2 sent a request to the manager, but there was no response within 40 minutes. Speaker 2 instructed ##### to wait for their manager to reach out with the incident number, their full name or enterprise ID, and the ticket number. Once approved, ##### could call back to continue the verification process for the temporary access password.\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 issue with accessing the Accenture email, the suggestion to use the Microsoft Authenticator app, and the need for manager verification. It is relevant and focuses 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 does not mention the initial problem with the temporary password being blocked and the specific steps taken by Speaker 2 to resolve the issue. Additionally, the summary could have included the final instruction to call back once the manager approves the request. Overall, the summary is fairly complete but could be improved with more detailed information.",
        "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 and the IT agent's attempts to resolve the problem. The summary has a clear structure, making it easy to follow and understand, which indicates good coherence. The information presented in the summary is factually correct, matching the details provided in the call transcript, which demonstrates accuracy. However, the summary could be considered slightly incomplete as it does not mention the initial attempt to use a temporary password that had been provided earlier but had expired. Despite this, the summary covers the main problems and the proposed resolution.\n\nGiven these considerations, the summary scores well across most criteria, with a slight deduction for completeness.",
        "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)\n2. Accurately describes the solution process (Authenticator app setup and temporary password requirement)\n3. Correctly outlines the verification process through manager approval\n4. Maintains proper sequence of events\n5. Includes the important outcome (waiting for manager's response)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining all crucial information. It's coherent, following a logical flow from problem identification to attempted resolution. The information is accurate, with no misrepresentations of the conversation.\n\nMinor improvements could include mentioning that the temporary password ##### had was expired (from 3-4 days ago) and that the manager has 48 hours to respond before the ticket gets forwarded to local tech. However, these are secondary details that don't significantly impact the summary's effectiveness.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "df06ecd1-8003-43a2-8235-d7760e095232",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with MyT, where users attempting to log in are being redirected to a phishing page. The IT team is actively working to resolve this issue, and callers are advised not to log additional tickets or contact the service desk regarding this matter. The automated system prompts callers to enter their 8-digit personnel number or press 1 if they are contractors or do not know their personnel number. Callers are then informed that all agents are currently assisting other callers and are asked to hold.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 324.0,
      "num_output_tokens": 123.0,
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      "num_train_instances": 0.0,
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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... 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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with MyT, where users attempting to log in are being redirected to a phishing page. The IT team is actively working to resolve this issue, and callers are advised not to log additional tickets or contact the service desk regarding this matter. The automated system prompts callers to enter their 8-digit personnel number or press 1 if they are contractors or do not know their personnel number. Callers are then informed that all agents are currently assisting other callers and are asked to hold.\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 from the call transcript, such as the high call volume due to MyT performance issues and the redirection to a phishing page. It also mentions the IT team's efforts to resolve the issue and advises callers not to log additional tickets, which is relevant and accurate. The summary includes the automated system's prompt for an 8-digit personnel number and the information that all agents are currently assisting other callers, which is also accurate and relevant. The structure and flow of the summary are clear and easy to follow. However, the summary could be slightly more complete by mentioning the specific instruction to press 0 for Enterprise Password Reset and Account Unlock, and press 1 for Technology and Business Application Support, which was part of the initial automated message. Overall, the summary is well-done but could include this additional detail for completeness.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue with MyT and the IT team's response. It is also relevant, focusing on the primary topic of the call transcript. The structure is coherent, making it easy to follow and understand. The information presented is accurate, matching the details provided in the call transcript. However, the summary could be considered slightly incomplete as it does not mention the apology for the delay and inconvenience caused, which is a significant aspect of the customer service interaction. Despite this, the summary covers the main problem and the IT team's resolution efforts, making it a fair representation of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call transcript:\n1. Conciseness: The summary efficiently consolidates the information into a single, well-structured paragraph without unnecessary details.\n2. Relevance: It focuses on the main issue (MyT performance problems and phishing page redirect) and includes relevant system prompts.\n3. Coherence: Information flows logically from the main problem to system instructions and current status.\n4. Accuracy: All stated facts align perfectly with the transcript, including the specific issue with MyT, the phishing page redirect, and the automated system prompts.\n5. Completeness: The summary covers all major points from the transcript, including the high call volume situation, the specific technical issue, the team's response, and the automated system's instructions.\n\nMinor improvement could be made by mentioning the initial menu options for Enterprise Password Reset and Technology Support, but their omission doesn't significantly impact the summary's quality given they weren't central to the main issue being discussed.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "5df56e08-d591-4402-bf44-c8865622c560",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk for assistance with logging into their Teams account on their phone and laptop. The IT representative informed the employee that their account was showing as a former employee, despite the employee recently finishing training and being assigned to a project. The IT representative advised the employee to contact their HR or manager to enable their account, as only they have the access to do so. The employee expressed concern about missing onboarding meetings on Monday but was assured that contacting HR would resolve the issue. The IT representative mentioned that this issue is more common with contractors than full-time employees.",
    "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 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>\n The employee called the IT helpdesk for assistance with logging into their Teams account on their phone and laptop. The IT representative informed the employee that their account was showing as a former employee, despite the employee recently finishing training and being assigned to a project. The IT representative advised the employee to contact their HR or manager to enable their account, as only they have the access to do so. The employee expressed concern about missing onboarding meetings on Monday but was assured that contacting HR would resolve the issue. The IT representative mentioned that this issue is more common with contractors than full-time employees.\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 Teams, the account status as a former employee, and the advice to contact HR or a manager. 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 also high, as the summary correctly reflects the conversation details without any misleading information. However, the summary could be slightly more complete by mentioning the employee's concern about missing onboarding meetings and the IT representative's assurance that contacting HR would resolve the issue. 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 issue with their account and the IT representative's solution. The summary has a clear structure, starting with the employee's problem, followed by the IT representative's diagnosis and solution, and ending with the employee's concerns and the IT representative's reassurance. The information presented is accurate, matching the details in the call transcript. The summary is also complete, covering the main problems and resolutions discussed in the call. However, some minor details, such as the employee's recent training and project assignment, are included, which, while providing context, are not crucial to the main issue.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Main issue: Teams login problems on both phone and laptop\n2. Root cause: Account showing as former employee\n3. Solution: Need to contact HR/manager\n4. Context: Employee just finished training and starting new project\n5. Timing concerns: Monday meetings\n6. Additional insight: Issue more common with contractors\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical flow from problem identification to solution and contextual information. The information presented is accurate to the transcript, without any misrepresentations. It effectively captures both the technical issue and the employee's concerns about upcoming meetings. The summary provides a complete picture of both the problem and resolution path, making it highly effective for understanding the interaction's key points.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "a345ed5f-43d8-4aee-ac2c-e4b824dd2535",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves a team lead (Speaker 5) contacting the IT helpdesk (Speaker 4) on behalf of an agent who is locked out of their laptop and experiencing volume issues. The team lead is trying to resolve the issue but has not received any CIO tickets, only a RITM ticket from L1. Speaker 4 informs the team lead that they need approval for a tap request, which was sent to their team's chat for manager vouching. However, the team lead did not receive any chat from the IT helpdesk regarding this. Speaker 4 explains that the request was sent through Teams workflows, but the team lead did not receive it. The team lead then offers to give their approval over the phone, but Speaker 4 explains that they need to follow the proper process. The team lead then provides the name of a Level 7 manager who usually handles these situations, but Speaker 4 cannot disclose the name of the manager who received the request due to security purposes. The team lead requests that the IT helpdesk send a message to the manager to contact them with the approval ticket so they can forward it to the agent. Speaker 4 agrees to send the message to the manager.",
    "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.  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>\n The call transcript involves a team lead (Speaker 5) contacting the IT helpdesk (Speaker 4) on behalf of an agent who is locked out of their laptop and experiencing volume issues. The team lead is trying to resolve the issue but has not received any CIO tickets, only a RITM ticket from L1. Speaker 4 informs the team lead that they need approval for a tap request, which was sent to their team's chat for manager vouching. However, the team lead did not receive any chat from the IT helpdesk regarding this. Speaker 4 explains that the request was sent through Teams workflows, but the team lead did not receive it. The team lead then offers to give their approval over the phone, but Speaker 4 explains that they need to follow the proper process. The team lead then provides the name of a Level 7 manager who usually handles these situations, but Speaker 4 cannot disclose the name of the manager who received the request due to security purposes. The team lead requests that the IT helpdesk send a message to the manager to contact them with the approval ticket so they can forward it to the agent. Speaker 4 agrees to send the message to the manager.\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, such as the team lead contacting the IT helpdesk, the issue with the locked laptop, and the need for approval from a manager. It maintains relevance by focusing on the key interactions and issues discussed. The coherence is good, with a logical flow of events that makes it easy to follow. However, the summary misses some details, such as the specific confusion about the CIO and RITM tickets and the repeated attempts to clarify the approval process. It also omits the final resolution where the helpdesk agrees to send a message to the manager. Overall, the summary is accurate but could be more complete.",
        "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 main topic of the team lead trying to resolve the agent's laptop issue. 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 information from the call transcript. However, it could be more complete. The summary does not mention the initial automated messages and the team lead's initial confusion about the CIO ticket. Additionally, the summary does not fully convey the team lead's frustration and concern about not knowing who the manager is who received the request.\n\nDespite these minor issues, the summary overall does a good job of conveying the main points and resolution of the call.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main points of the conversation, including the initial problem (locked laptop), the approval process requirements, and the communication challenges. It maintains good coherence by presenting events in a logical sequence. The summary is accurate in representing the key details, including the distinction between RITM and CIO tickets, the workflow approval process, and the team lead's request to have the manager contact them. However, it could be more concise - some details like the explanation of Teams workflows could be shortened. The summary also captures the resolution (IT helpdesk agreeing to have the manager contact the team lead) but could have been clearer about the fact that the team lead was ineligible to approve due to being career level 10 (below the required level 7). While this detail was mentioned in the transcript, its omission slightly impacts the completeness of the summary. Overall, the summary provides a good balance of detail and clarity while maintaining accuracy and relevance.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "a8e4d3d5-643d-492c-8751-ed3c45fc7f9c",
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    "predicted_text": " The employee is having trouble setting up their new computer, which has been stuck on the account setup for several hours. They called the IT helpdesk for assistance and provided their ticket number. The IT representative confirmed that the installation process can take up to three to four hours and advised the employee to wait for it to complete. The employee then performed a hard reset on the computer, which initiated the update process. The IT representative created a new ticket for the issue and provided the employee with the ticket number. The representative then advised the employee to wait for the update to complete and follow the prompts on the screen to log in. The ticket was tagged as resolved and closed, but the employee was informed that they could reopen it within 72 hours if the issue persisted.",
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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. 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>\n The employee is having trouble setting up their new computer, which has been stuck on the account setup for several hours. They called the IT helpdesk for assistance and provided their ticket number. The IT representative confirmed that the installation process can take up to three to four hours and advised the employee to wait for it to complete. The employee then performed a hard reset on the computer, which initiated the update process. The IT representative created a new ticket for the issue and provided the employee with the ticket number. The representative then advised the employee to wait for the update to complete and follow the prompts on the screen to log in. The ticket was tagged as resolved and closed, but the employee was informed that they could reopen it within 72 hours 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, including the employee's issue with the new computer setup, the IT representative's advice, and the steps taken 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. 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 misses some minor details, such as the employee's inability to perform a remote session and the specific steps the IT representative asked the employee to take (e.g., unplugging cables and pressing the power button). Overall, the summary provides a fair description of the main problems and resolutions but could be slightly more 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 employee's issue with setting up their new computer and the IT representative'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 states the employee's problem, the IT representative's advice, and the resolution. However, it does not mention the initial automated messages and the employee's conversation with L1, which are minor details.\n\nRegarding completeness, the summary covers the main concerns and resolutions, including the employee's issue, the IT representative's advice, and the creation of a new ticket. However, it does not mention the employee's frustration with the long wait time, which is a minor aspect of the conversation.\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 main points of the call:\n1. Clearly states the core issue (new computer setup stuck)\n2. Includes key details about the IT rep's response (3-4 hour installation time)\n3. Mentions the troubleshooting step (hard reset)\n4. Includes the resolution (wait for updates)\n5. Notes the ticket closure and reopening window\n\nThe summary is concise while maintaining essential information. It's coherent, following a logical progression from problem to resolution. The information is accurate, matching the transcript's content without misrepresentation.\n\nMinor improvements could include:\n- Mentioning the specific installation progress (8 of 9 apps)\n- Including the employee's frustration with the length of time (8-hour shift)\n- Noting the initial confusion about the ticket numbers\n\nOverall, the summary achieves its purpose well, though there's room for minor additions to provide fuller context.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "6d59deab-b3c0-442a-b669-3062b6ad5310",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with MyKey, causing users to be directed to a phishing page upon login. The team is actively working to resolve this issue. An employee, Nicholas, calls the helpdesk for assistance in setting up the Microsoft Authenticator app on his new device. The helpdesk agent guides Nicholas through the process, initiating a remote session and instructing him to download and run a file from 123rescue.com. After some initial issues with admin permissions, Nicholas successfully scans a QR code using the Authenticator app on his new device and enables phone sign-in. The agent tags the ticket as resolved and informs Nicholas that he will receive a survey via email for feedback.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1491.0,
      "num_output_tokens": 162.0,
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      "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, 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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with MyKey, causing users to be directed to a phishing page upon login. The team is actively working to resolve this issue. An employee, Nicholas, calls the helpdesk for assistance in setting up the Microsoft Authenticator app on his new device. The helpdesk agent guides Nicholas through the process, initiating a remote session and instructing him to download and run a file from 123rescue.com. After some initial issues with admin permissions, Nicholas successfully scans a QR code using the Authenticator app on his new device and enables phone sign-in. The agent tags the ticket as resolved and informs Nicholas that he will receive a survey via email for 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 effectively conveys the main points of the call transcript. It mentions the high call volume due to MyKey issues and the phishing page problem, which is relevant to the context. The summary accurately describes the interaction between Nicholas and the helpdesk agent, including the steps taken to resolve the issue with the Microsoft Authenticator app. The flow of ideas is coherent, making it easy to follow. However, the summary could be slightly more complete by mentioning the specific issue Nicholas faced with admin permissions and the final confirmation that the phone sign-in was enabled. 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 key issues and resolution of the employee's problem. The structure and flow of ideas are clear, making it easy to understand and follow. The summary is accurate, with no false or misleading information. However, it could be improved in terms of completeness, as it does not mention the initial automated messages and the wait time experienced by the employee before being assisted by the helpdesk agent. Nevertheless, the summary provides a fair description of the main problems and resolutions.\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": "The summary effectively captures both the context (high call volume due to MyKey issues) and the main interaction (helping Nicholas set up Microsoft Authenticator). It maintains good coherence by presenting events chronologically and clearly connecting related information. The summary is concise while including key details like the use of 123rescue.com, QR code scanning, and the resolution process. It accurately reflects the conversation's content without misrepresenting facts.\n\nHowever, there are a few minor areas for improvement:\n1. The initial MyKey issue, while relevant for context, takes up proportionally more space than needed since it wasn't the main focus of the call\n2. Some specific details about the troubleshooting process (like the initial admin permission issues) could have been omitted for better conciseness\n3. The summary doesn't mention that this was specifically a replacement setup after using a temporary phone\n\nOverall, the summary is well-structured and accurate, with only minor opportunities for improvement in conciseness and focus.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "a860ceda-266f-410c-a476-2568a9e3e1da",
    "train_trial_index": 0,
    "predicted_text": " The employee, a new contractor, calls the IT helpdesk to reset their password as the provided one is incorrect. The helpdesk informs them that a ticket has been raised and a request sent to their manager for approval. However, the employee clarifies that they have no manager in their hierarchy. The helpdesk agent suggests waiting for the manager's response or proceeding to the next level of hierarchy. The employee requests the ticket be assigned to the local tech support for verification, as they need to start work on Monday and are unsure of the manager's response time. The agent agrees to check with their team and informs the employee to wait for a response or call back if no one reaches out within an hour.",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 152.0,
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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... 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>\n The employee, a new contractor, calls the IT helpdesk to reset their password as the provided one is incorrect. The helpdesk informs them that a ticket has been raised and a request sent to their manager for approval. However, the employee clarifies that they have no manager in their hierarchy. The helpdesk agent suggests waiting for the manager's response or proceeding to the next level of hierarchy. The employee requests the ticket be assigned to the local tech support for verification, as they need to start work on Monday and are unsure of the manager's response time. The agent agrees to check with their team and informs the employee to wait for a response or call back if no one reaches out within an hour.\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 the password, the lack of a manager in their hierarchy, and the request to escalate the ticket to local tech support. It is relevant and sticks to the main topic of the call. The structure and flow are coherent, making it easy to follow. However, the summary misses some details, such as the initial high call volume message and the multiple holds during the call. It also slightly misrepresents the agent's response; the agent did not definitively agree to reassign the ticket but said they would check with their team. Overall, the summary is mostly accurate but could be 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 their password and the helpdesk'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 represents the information from the call transcript, including the employee's situation, the initial solution proposed by the helpdesk, and the subsequent discussion about the lack of a manager in the employee's hierarchy. The summary also captures the final resolution proposed by the helpdesk agent, which is to check with their team about assigning the ticket to the local tech support.\n\nThe summary provides a fair description of the main problems and resolutions discussed in the call transcript, thus demonstrating completeness. However, it does omit some details, such as the initial automated messages and the employee's concern about the urgency of the issue due to the upcoming weekend. Despite these minor omissions, the summary effectively conveys the essential information from the call transcript.\n\nGiven these strengths, the summary scores highly across the evaluation criteria.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the core issue and resolution path from the call:\n1. Conciseness: Successfully condenses a lengthy transcript into key points without unnecessary details\n2. Relevance: Focuses on the main problem (password reset) and the complications with manager approval\n3. Coherence: Presents information in a logical sequence from initial problem to proposed solution\n4. Accuracy: Correctly represents the conversation details and proposed solutions\n5. Completeness: Covers the main aspects including:\n- Initial problem (password reset)\n- Ticket creation\n- Manager hierarchy issue\n- Alternative solution (local tech support)\n- Next steps (waiting for contact/following up)\n\nMinor improvement could be made by mentioning this was specifically for Accenture portal access, but overall the summary maintains high quality across all evaluation criteria.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": " The call transcript involves an Accenture employee, who is unable to access their account, contacting the IT helpdesk. The employee is unable to provide their personnel number but shares their Accenture email instead. The helpdesk agent identifies a compliance issue with the employee's machine, which is causing the sign-in problems. The agent informs the employee that the issue needs to be resolved by a remote technician, which may take 30 minutes to an hour. The employee agrees to a remote session, and the agent guides them through the process of downloading and running a remote access tool as an administrator. The agent then transfers the remote session to a local technician for further 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.\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>\n The call transcript involves an Accenture employee, who is unable to access their account, contacting the IT helpdesk. The employee is unable to provide their personnel number but shares their Accenture email instead. The helpdesk agent identifies a compliance issue with the employee's machine, which is causing the sign-in problems. The agent informs the employee that the issue needs to be resolved by a remote technician, which may take 30 minutes to an hour. The employee agrees to a remote session, and the agent guides them through the process of downloading and running a remote access tool as an administrator. The agent then transfers the remote session to a local technician 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 transcript. It captures the key issue of the employee being unable to access their account and the steps taken by the helpdesk agent to resolve the issue. The information presented 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 misses some minor details, such as the initial high call volume and the specific instructions given by the agent regarding the remote access tool. 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 issue and the helpdesk agent's resolution. The summary has a clear structure, starting with the employee's problem and following through to the agent's solution, making it coherent and easy to understand.\n\nThe summary is accurate, with all information matching the call transcript. However, it does omit some minor details, such as the initial automated messages and the employee's confusion about running the remote access tool as an administrator. Despite this, the summary still provides a fair description of the main problems and resolutions, making it complete.\n\nOverall, the summary is well-written and effectively conveys the necessary information. The only area for improvement is the inclusion of a few more details to make the summary more comprehensive.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the core issue (access problems)\n2. Notes the employee's identification process\n3. Explains the root cause (compliance issue)\n4. Details the solution process (remote technician assistance)\n5. Describes the steps taken (downloading remote access tool)\n\nThe summary is concise while maintaining essential details, has good flow, and is accurate to the transcript. It's coherent and well-structured, moving logically from problem identification to resolution steps.\n\nMinor improvements could include:\n- Mentioning the specific error message the user received\n- Including the initial system message about high call volume due to MyKey issues\n- Noting that the remote session transfer was still pending at call end\n\nHowever, these are minor details, and the summary successfully captures the most important aspects of the interaction while remaining clear and focused.",
        "claude_score": 9.0
      }
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    "predicted_text": " The employee, Speaker 3, called the IT helpdesk due to their computer suddenly shutting down and being unable to log back in via BitLocker, despite being confident in their password. The IT agent, Speaker 2, asked for the employee's personnel number, enterprise ID, and callback number. After troubleshooting, the employee managed to log back in, but the computer continued to shut down unexpectedly. The IT agent suggested observing the machine and closing the ticket for now, with the option to reopen it if the issue persisted. The employee agreed, and the call ended with the IT agent assuring the employee that a ticket would be made and could be reopened if needed.",
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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>\n The employee, Speaker 3, called the IT helpdesk due to their computer suddenly shutting down and being unable to log back in via BitLocker, despite being confident in their password. The IT agent, Speaker 2, asked for the employee's personnel number, enterprise ID, and callback number. After troubleshooting, the employee managed to log back in, but the computer continued to shut down unexpectedly. The IT agent suggested observing the machine and closing the ticket for now, with the option to reopen it if the issue persisted. The employee agreed, and the call ended with the IT agent assuring the employee that a ticket would be made and could be reopened 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 the computer shutting down and the BitLocker login problem. It also mentions the troubleshooting steps taken and the resolution to observe the machine. The summary is relevant, focusing on the main topic of the call. It is coherent, with a clear structure and flow of ideas. The information is accurate, reflecting the details of the call transcript without any false or misleading information. However, it misses some minor details, such as the employee's initial confusion and the specific troubleshooting steps like taking a picture and sending it via Teams. 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 IT agent's troubleshooting efforts. 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 actions, and the resolution. The summary is also complete, providing a fair description of the main problems and resolutions based on the original call transcript.\n\nHowever, the summary could be improved by including more specific details about the IT agent's troubleshooting steps and the potential causes of the computer shutdowns. Nevertheless, the summary provides a good overview of the call and effectively conveys the main 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: It efficiently presents the main issue, troubleshooting steps, and resolution without unnecessary details.\n2. Relevance: All information included directly relates to the computer shutdown and BitLocker login problems.\n3. Coherence: The summary follows a logical flow from problem identification to resolution.\n4. Accuracy: The details match the transcript precisely, including the computer's unexpected shutdowns, BitLocker issues, and the resolution approach.\n5. Completeness: It covers all major aspects - initial problem, troubleshooting steps (including Teams photo request), temporary resolution, and follow-up plan.\n\nMinor improvements could include mentioning that the computer shut down specifically after a Teams call and that it happened multiple times (three times) during the conversation. However, these are minor details that don't significantly impact the summary's overall quality. The summary successfully communicates the essential information while maintaining clarity and brevity.",
        "claude_score": 9.0
      }
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    "predicted_text": " The call transcript involves an Accenture employee (Speaker 5) contacting the IT helpdesk due to issues logging into their laptop. The employee had tried resetting their password but encountered errors. The IT helpdesk agent (Speaker 4) suggested resetting the password again and logging in with the new credentials. However, the employee still faced login issues. The agent then recommended switching the network to a hotspot and waiting for 30 minutes before attempting to log in again. As the issue persisted, the agent decided to escalate the case to a local tech team for further assistance, as remote connection was not possible due to the login issues.",
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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.\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>\n The call transcript involves an Accenture employee (Speaker 5) contacting the IT helpdesk due to issues logging into their laptop. The employee had tried resetting their password but encountered errors. The IT helpdesk agent (Speaker 4) suggested resetting the password again and logging in with the new credentials. However, the employee still faced login issues. The agent then recommended switching the network to a hotspot and waiting for 30 minutes before attempting to log in again. As the issue persisted, the agent decided to escalate the case to a local tech team for further assistance, as remote connection was not possible due to the login 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. It captures the key issue of the employee being unable to log into their laptop and the steps taken by the IT helpdesk agent to resolve the issue. The summary is relevant, focusing on the main topic of the login issue and the troubleshooting steps. It is coherent, with a clear structure and flow of ideas that make it easy to understand. The information is accurate and factually correct, reflecting the content of the call transcript without any misleading details. However, the summary could be more complete by including the specific error messages encountered and the final decision to escalate the issue to the local tech team. 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 login issues and the IT helpdesk agent's attempts 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 reflects the events and conversations in the call transcript. However, it does not mention the initial automated messages and the agent's initial greeting, which are not crucial to the main issue but provide context.\n\nRegarding completeness, the summary covers the main problems and resolutions discussed in the call transcript, including the employee's login issues, the agent's troubleshooting attempts, and the escalation to a local tech 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 effectively captures the core issue (login problems) and the key attempted solutions (password reset, network change recommendation). It maintains good coherence by presenting events chronologically and clearly connects the problem to the final resolution (escalation to local tech). The length is appropriately concise while including essential details. For accuracy, the summary correctly represents the interaction between the employee and helpdesk agent, including the failed login attempts and troubleshooting steps.\n\nHowever, there are a few minor omissions that could have provided helpful context: the mention of the employee's urgent need due to weekend deployment, the fact that PIN login was also attempted, and the initial system message about high call volume due to MyKey issues. The summary also doesn't mention that the password reset worked on mobile but not on the laptop, which was a key diagnostic detail.\n\nDespite these small gaps, the summary succeeds in its primary goal of conveying the essential information about the support interaction in a clear, accurate, and concise manner.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "a4130e89-59cd-4848-86f2-5c9fb86ed5e4",
    "train_trial_index": 0,
    "predicted_text": " The call begins with automated prompts for various IT support services. The caller, an employee, attempts to enter their personnel number but is unsuccessful. They are then informed of ongoing performance issues with the login system, directing users to a phishing page. After waiting on hold, the caller is connected to a support agent who requests their personal number, enterprise ID, and callback number. The caller explains they need to set up their MFA (Multi-Factor Authentication) but does not have an Accenture machine or access to their Accenture email. The agent suggests sending an adaptive card to the caller's manager for approval to proceed with the verification process. The caller is advised to call back within 48 hours once their manager approves the request. If not approved within this timeframe, the ticket will be forwarded to the local tech support office for further assistance.",
    "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 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>\n The call begins with automated prompts for various IT support services. The caller, an employee, attempts to enter their personnel number but is unsuccessful. They are then informed of ongoing performance issues with the login system, directing users to a phishing page. After waiting on hold, the caller is connected to a support agent who requests their personal number, enterprise ID, and callback number. The caller explains they need to set up their MFA (Multi-Factor Authentication) but does not have an Accenture machine or access to their Accenture email. The agent suggests sending an adaptive card to the caller's manager for approval to proceed with the verification process. The caller is advised to call back within 48 hours once their manager approves the request. If not approved within this timeframe, the ticket will be forwarded to the local tech support office 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 initial automated prompts, the caller's unsuccessful attempt to enter their personnel number, the ongoing performance issues, and the interaction with the support agent. The relevance is high as it focuses on the key aspects of the call related to the MFA setup issue. The coherence is good, with a clear structure and logical flow of ideas. The accuracy is mostly correct, but there is a minor error: the summary mentions \"phishing page\" instead of \"gone phishing page,\" which could be misleading. The completeness is adequate, covering the main problems and resolutions discussed in the call. Overall, the summary provides a fair and accurate representation of the call transcript.",
        "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 caller's issue with setting up MFA and the support agent's proposed solution. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. The information presented is factually correct, with no apparent inaccuracies or misleading information, indicating high accuracy. However, the summary could be considered slightly incomplete as it glosses over some details, such as the initial automated prompts and the specifics of the performance issues with the login system. Nonetheless, it captures the essence of the main problem and the proposed resolution.\n\nGiven these considerations, the summary scores well across the criteria, with minor room for improvement in completeness. Overall, it provides a clear and accurate overview of the call transcript, effectively conveying the necessary information.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call in a concise manner, following a logical chronological flow from the initial automated prompts to the final resolution. It accurately represents the main issue (MFA setup), the complications (no Accenture machine or email access), and the proposed solution (adaptive card to manager). The summary includes important details like the 48-hour timeframe and fallback option for local tech support.\n\nHowever, there are a few minor areas where the summary could be improved:\n1. The mention of \"gone phishing page\" from the automated message could be confusing without context\n2. The summary could have been more explicit about the temporary access passcode mentioned by the agent\n3. The 72-hour ticket reopening window mentioned by the agent was omitted\n\nDespite these minor omissions, the summary maintains strong coherence, accurately represents the interaction, and includes all critical information needed to understand the call's purpose and outcome.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "f9b473e2-15af-4de3-83f4-0e5ac55a38fe",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk for assistance with their new device, as they were unable to download any applications, including a VPN application needed for remote work. The IT representative suggested a remote session to troubleshoot the issue. During the remote session, it was discovered that the employee's VPN access was denied and a policy called \"vecto users\" had not been applied to the device. The IT representative invited a level two support to assist with troubleshooting and resolved the issue after approximately 30 minutes. The call ended with the employee thanking the IT representative for their 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 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>\n The employee called the IT helpdesk for assistance with their new device, as they were unable to download any applications, including a VPN application needed for remote work. The IT representative suggested a remote session to troubleshoot the issue. During the remote session, it was discovered that the employee's VPN access was denied and a policy called \"vecto users\" had not been applied to the device. The IT representative invited a level two support to assist with troubleshooting and resolved the issue after approximately 30 minutes. The call ended with the employee thanking the IT 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 captures the main points of the call, including the employee's issue with downloading applications, the need for a VPN, and the involvement of level two support. However, it lacks some details that could provide a fuller picture, such as the initial troubleshooting steps and the specific issues with administrator permissions. The summary is relevant and coherent, with a clear structure and flow. It is mostly accurate but slightly misleading in suggesting that the issue was fully resolved within 30 minutes, as the call ended with ongoing troubleshooting. Overall, the summary provides a fair description but could be more complete.",
        "gpt_score": 7.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issues and resolution within a brief length. It is relevant to the main topic, focusing on the employee's technical issues and the IT representative's assistance. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. The information presented is factually correct, ensuring accuracy. However, the summary could be improved in terms of completeness. It glosses over some details, such as the initial difficulties with the remote session and the specifics of the \"vecto users\" policy issue. Despite this, the summary captures the essence of the call, including the main problems and the resolution.\n\nGiven these strengths and the minor weakness in completeness, the summary scores well overall.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main points of the call but has some minor issues:\n\nStrengths:\n- Concisely presents the core problem (inability to download applications, including VPN)\n- Mentions key events like the remote session and level two support involvement\n- Maintains good coherence with a clear problem-to-resolution structure\n\nWeaknesses:\n- Doesn't clearly explain that the administrator access issue was a separate problem from the VPN access denial\n- Implies the issue was resolved, but the transcript ends with them still working on it\n- Misses some context about the device being new and the local technology team's initial involvement\n- Doesn't mention the initial technical difficulties with establishing the remote session\n\nWhile the summary is generally accurate and relevant, it slightly oversimplifies the multiple layers of issues (administrator rights, VPN access, policy push) that were discussed during the call. However, it still provides a good overview of the key points for someone needing to understand the interaction quickly.",
        "claude_score": 7.0
      }
    }
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    "instance_id": "d38f6550-3797-47cf-a975-fbb1cc862c63",
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    "predicted_text": " The call transcript involves an employee of a company, presumably Accenture, contacting the IT helpdesk due to issues with their laptop. The employee is unable to send emails and is repeatedly prompted to sign in again. The IT helpdesk agent, after verifying the employee's details, initiates a remote session to diagnose the issue. The employee has two laptops, one of which was previously remediated but still has compliance issues. The agent plans to work on both laptops to resolve the compliance issues and the email sending problem. The call ends with the agent assuring the employee that they will continue working on the issue and inform them of the progress via the remote session chat box or Microsoft Teams.",
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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.  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>\n The call transcript involves an employee of a company, presumably Accenture, contacting the IT helpdesk due to issues with their laptop. The employee is unable to send emails and is repeatedly prompted to sign in again. The IT helpdesk agent, after verifying the employee's details, initiates a remote session to diagnose the issue. The employee has two laptops, one of which was previously remediated but still has compliance issues. The agent plans to work on both laptops to resolve the compliance issues and the email sending problem. The call ends with the agent assuring the employee that they will continue working on the issue and inform them of the progress via the remote session chat box or Microsoft 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 captures the main points of the call, including the employee's issues with email and sign-in prompts, and the IT helpdesk's steps to resolve the problem. It is relevant, focusing on the main topic of the call. The structure is coherent, making it easy to follow the sequence of events. The summary is mostly accurate, but it could be more precise in detailing the specific steps taken by the IT helpdesk, such as the use of 123rescue.com and the provision of support codes. The summary is fairly complete, covering the main problems and the resolution process, but it misses some details like the repeated attempts to access the laptop and the specific mention of compliance issues with both laptops. Overall, it provides a good overview but could benefit from a bit more detail for completeness.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issues and resolution steps discussed in the call transcript. It remains relevant to the topic, focusing on the employee's laptop issues and the IT helpdesk's efforts to resolve them. The summary is coherent, with a clear structure that makes it easy to follow. It accurately represents the information from the call transcript, without introducing false or misleading details. However, the summary could be considered somewhat incomplete, as it glosses over some details, such as the specific compliance issues and the previous remediation efforts on one of the laptops. Despite this, the summary captures the essence of the call and the main concerns addressed.\n\nGiven these considerations, the summary scores well on conciseness, relevance, coherence, and accuracy, but slightly lower on completeness. Overall, it provides a good overview of the call transcript, making it a useful summary for someone looking to quickly understand the main points of the conversation.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the core issues (email problems, sign-in prompts, compliance issues)\n2. Mentions the context of two laptops and their status\n3. Describes the help desk's actions (remote session, verification)\n4. Includes the resolution plan\n\nHowever, there are some areas for improvement:\n- Could have mentioned specific compliance-related apps (AirFox and MyID)\n- Could have noted the customer's frustration with previous unsuccessful remediation attempts\n- The summary is slightly wordy and could be more concise\n- The resolution part is somewhat vague\n\nOverall, the summary maintains good coherence, is largely accurate, and covers the main points while remaining understandable. It successfully conveys the essence of the interaction without getting lost in the technical details, though it could be tighter and include a few more specific details.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "bf69107c-8c59-4992-8d43-c48815e0aa60",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with \"my key,\" causing users to be directed to a phishing page upon login. The team is actively working to resolve this issue, and users are advised not to log additional tickets or contact the service desk regarding this matter. The call transcript includes options for password reset, account unlock, technology and business application support, video conferencing services, and MyLearning Support. The caller is asked to enter their 8-digit personnel number or press 1 if they are a contractor or do not know their personnel number. The caller is then placed on hold as all agents are currently assisting other callers.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 412.0,
      "num_output_tokens": 145.0,
      "inference_runtime": 1.736483097076416,
      "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.  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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with \"my key,\" causing users to be directed to a phishing page upon login. The team is actively working to resolve this issue, and users are advised not to log additional tickets or contact the service desk regarding this matter. The call transcript includes options for password reset, account unlock, technology and business application support, video conferencing services, and MyLearning Support. The caller is asked to enter their 8-digit personnel number or press 1 if they are a contractor or do not know their personnel number. The caller is then placed on hold as all agents are currently assisting other callers.\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 from the call transcript, including the high call volume due to performance issues with \"my key\" and the resulting phishing page issue. It also mentions the various support options available and the process for entering a personnel number. However, the summary could be more coherent; the transition between the issue description and the call options is abrupt. Additionally, the summary accurately reflects the content of the transcript but misses some minor details, such as the specific applications mentioned (Arc, MyWizard SI, MyWizard Governance, ####, and Cherto) and the exact wording of the apology. Overall, the summary is relevant, accurate, and fairly complete but could improve in coherence and completeness.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, conveying the main issue of high call volume due to performance issues with \"my key\" and the team's efforts to resolve it. The information presented is relevant to the main topic, and the structure is coherent and easy to follow. The summary accurately reflects the information in the call transcript, with no false or misleading information. However, the summary could be improved in terms of completeness, as it spends some space on the initial menu options and the caller's experience on hold, which are not crucial to the main issue. Nevertheless, the summary does provide a fair description of the main problem and the resolution efforts. Overall, the summary 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 transcript:\n1. Conciseness: It efficiently presents the main issue (my key performance problems) and available service options without unnecessary details.\n2. Relevance: All information included is pertinent to understanding the situation and available services.\n3. Coherence: The summary flows logically, starting with the main issue, then describing available services, and ending with the call flow.\n4. Accuracy: The information accurately reflects the transcript content, including the specific issue with \"my key\" and the phishing page problem.\n5. Completeness: It covers all major aspects - the technical issue, service options, personnel number requirement, and current high call volume situation.\n\nMinor improvements could include mentioning that the first speaker was an automated menu system and that the call eventually reached a live agent (Speaker 5). However, these are minor details that don't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "6694959b-65b7-4c3a-8b70-9eb36afc10bc",
    "train_trial_index": 0,
    "predicted_text": " The employee (Speaker 3) contacts the IT helpdesk regarding a non-compliant device issue. After confirming the employee's identity and contact details, the IT support agent (Speaker 4) struggles to understand the issue initially but eventually identifies that the employee's device has parameters that are not compliant. The agent then informs the employee that a remote session with a level two technician is required to remediate the issue and avoid account disablement. The agent guides the employee to download a file from 123rescue.com and wait for further instructions to run the file as an administrator. The agent then prepares to transfer the employee to a technician for further assistance, ending the phone call.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1449.0,
      "num_output_tokens": 157.0,
      "inference_runtime": 2.726975679397583,
      "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 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>\n The employee (Speaker 3) contacts the IT helpdesk regarding a non-compliant device issue. After confirming the employee's identity and contact details, the IT support agent (Speaker 4) struggles to understand the issue initially but eventually identifies that the employee's device has parameters that are not compliant. The agent then informs the employee that a remote session with a level two technician is required to remediate the issue and avoid account disablement. The agent guides the employee to download a file from 123rescue.com and wait for further instructions to run the file as an administrator. The agent then prepares to transfer the employee to a technician for further assistance, ending the phone 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 identification of the non-compliant device issue and the steps taken to resolve it. 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 confusion and the specific steps the agent took to understand the issue, such as asking for a screenshot and checking parameters. 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 non-compliant device issue. 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 capture the initial confusion and back-and-forth between the IT support agent and the employee. Nevertheless, it does provide a fair description of the main problem and resolution. Overall, 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. Conciseness: It efficiently condenses a lengthy conversation into essential points without unnecessary details.\n2. Relevance: All information included directly relates to the non-compliant device issue and its resolution process.\n3. Coherence: The summary follows a logical flow from problem identification to solution steps.\n4. Accuracy: The details match the transcript, including the verification process, the non-compliance issue, and the resolution steps.\n5. Completeness: It covers the main aspects - initial contact, issue identification, and resolution plan.\n\nMinor improvements could include mentioning that the communication would continue through a chat box with the technician, but this is a relatively minor detail. The summary successfully captures the essence of the interaction while maintaining clarity and brevity.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "370ccf07-344f-4f1e-b0a1-98837d79518c",
    "train_trial_index": 0,
    "predicted_text": " The employee, who recently joined the company through an acquisition, contacted the IT helpdesk regarding a recurring pop-up message stating their device is noncompliant with Accenture Security Policy 56. The IT helpdesk agent checked the employee's account and confirmed the device was not compliant, requiring remediation. However, no remote tech team was available at the time. The agent scheduled a remediation session for the following Monday at 3 p.m. Eastern Time, ensuring the employee would not lose access to Accenture tools in the meantime.",
    "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, 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>\n The employee, who recently joined the company through an acquisition, contacted the IT helpdesk regarding a recurring pop-up message stating their device is noncompliant with Accenture Security Policy 56. The IT helpdesk agent checked the employee's account and confirmed the device was not compliant, requiring remediation. However, no remote tech team was available at the time. The agent scheduled a remediation session for the following Monday at 3 p.m. Eastern Time, ensuring the employee would not lose access to Accenture tools in the meantime.\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 noncompliant device and the scheduled remediation. 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 information is accurate, correctly reflecting the details from the transcript. However, it misses some minor details, such as the employee's concern about maintaining access until the remediation and the specific callback number exchange. 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 device noncompliance and the scheduled remediation. The structure is coherent, making it easy to follow and understand. The information presented is accurate, aligning with the details from the call transcript. 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 initial automated messages and the employee's uncertainty about their personnel number, are omitted for the sake of brevity, which is acceptable in a summary. Overall, the summary meets the evaluation criteria effectively.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: New employee from acquisition with new laptop\n2. Problem: Device non-compliance with Security Policy 56\n3. Solution: Scheduled remediation\n4. Timing: Monday at 3pm Eastern\n5. Assurance: No immediate loss of access\n\nThe summary is concise yet comprehensive, including all relevant details while omitting unnecessary information like ID verification steps. It maintains coherence by presenting information in a logical sequence from problem to resolution. The information is accurate, matching the transcript without any misrepresentations. In terms of completeness, it covers both the main concern (non-compliance warning) and the resolution (scheduled remediation).\n\nThe only minor improvement could be mentioning that this was specifically a remote tech team remediation, but this detail isn't crucial to understanding the interaction's outcome.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "75c76ec5-f59c-40f8-983a-55d02586f771",
    "train_trial_index": 0,
    "predicted_text": " The call transcript begins with automated menu options for various IT support services. Speaker 2 directs the caller to press 1 for Technology and Business Application Support or 2 for mobile communication support. Speaker 3 then asks for the caller's 8-digit personnel number. Speaker 4 informs the caller about ongoing performance issues with myT, where users are being redirected to a phishing page upon login. The IT team is actively working to resolve this issue, and the caller is advised not to log additional tickets or contact the service desk regarding this matter. After a brief hold, Speaker 5 answers the call, asking for the caller's personnel number, which Speaker 6 provides. The transcript ends there, indicating that the caller is about to receive assistance for their issue.",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 169.0,
      "inference_runtime": 2.137544631958008,
      "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.  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>\n The call transcript begins with automated menu options for various IT support services. Speaker 2 directs the caller to press 1 for Technology and Business Application Support or 2 for mobile communication support. Speaker 3 then asks for the caller's 8-digit personnel number. Speaker 4 informs the caller about ongoing performance issues with myT, where users are being redirected to a phishing page upon login. The IT team is actively working to resolve this issue, and the caller is advised not to log additional tickets or contact the service desk regarding this matter. After a brief hold, Speaker 5 answers the call, asking for the caller's personnel number, which Speaker 6 provides. The transcript ends there, indicating that the caller is about to receive assistance for their 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 transcript. It captures the automated menu options, the request for the personnel number, the information about the myT performance issue, and the eventual connection to a service desk agent. \n\nRelevance is high as the summary focuses on the key elements of the call, particularly the myT issue and the steps taken by the caller and the service desk.\n\nCoherence is good; the summary follows a logical sequence that mirrors the call transcript, making it easy to understand.\n\nAccuracy is mostly correct, but there is a minor error: Speaker 6 does not provide the personnel number; it is Speaker 4 who provides it. This is a small but notable mistake.\n\nCompleteness is adequate, as the summary covers the main issues and the steps taken, but it could be slightly more detailed about the automated messages and the hold period.\n\nOverall, the summary is strong but has a minor inaccuracy and could be slightly more detailed.",
        "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 information presented in the transcript. 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 caller's issue or the resolution provided by the service desk. Nevertheless, it provides a fair description of the main problems and context.\n\nConsidering these factors, the summary scores well in conciseness, relevance, coherence, and accuracy, but slightly lower in completeness. Overall, it is a good summary that 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 transcript:\n1. Accurately describes the menu navigation sequence\n2. Correctly identifies the main issue (myT performance problems and phishing page redirect)\n3. Properly conveys the service desk's response and instructions\n4. Maintains chronological flow of events\n5. Includes relevant details about personnel number requests\n\nThe summary is concise while retaining important information, and maintains coherence through logical progression. It's accurate in its representation of events and doesn't add incorrect information. However, there's a minor inaccuracy in speaker attribution - the personnel number exchange at the end involves Speakers 4, 5, and 6, not just Speakers 5 and 6 as implied. The summary also effectively communicates the complete situation, including both the problem and the current status of resolution efforts. The writing is clear and professional, making it easy for readers to understand the interaction.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "ae5a0b4e-6e8d-4b79-a5c9-745059214e8f",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk received a call from an employee who had lost their license ID for the software Alteryx, which they had previously been approved for. The employee requested assistance in retrieving the license ID. The helpdesk agent asked the employee to initiate a remote session to access their computer. After checking with the support team, the agent was unable to locate the license ID but offered to help the employee download the software instead. The employee agreed, and the agent guided them through the download process. Once the download was complete, the agent closed the ticket and ended the call.",
    "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 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>\n The company's IT helpdesk received a call from an employee who had lost their license ID for the software Alteryx, which they had previously been approved for. The employee requested assistance in retrieving the license ID. The helpdesk agent asked the employee to initiate a remote session to access their computer. After checking with the support team, the agent was unable to locate the license ID but offered to help the employee download the software instead. The employee agreed, and the agent guided them through the download process. Once the download was complete, the agent closed the ticket 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, which is a positive aspect. It captures the key issue of the lost license ID for Alteryx and the steps taken by the helpdesk agent to assist the employee. The relevance is high as it focuses on the main topic without diverging into unnecessary details. The coherence is good, with a clear structure and logical flow of ideas.\n\nHowever, there are some inaccuracies and omissions. The summary states that the agent was unable to locate the license ID, but the transcript does not confirm this; it only shows that the agent was checking with the support team. Additionally, the summary does not mention the initial high call volume and performance issues with myT, which were part of the context. The completeness is somewhat lacking as it omits the final resolution where the employee managed to download the software themselves, and the agent decided to close the ticket.\n\nOverall, the summary is fairly accurate but could be improved in terms of completeness and minor 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 employee's issue with their Alteryx license ID 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 is mostly correct, but it does not mention that the employee had previously received a license code and had it approved, which is an important detail. Additionally, the summary does not mention the initial wait time and the automated messages that the employee received before speaking with the helpdesk agent.\n\nThe summary is mostly complete, describing the main problem and resolution, but it could have included more details about the initial issue and the steps taken to resolve it.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main elements of the call while maintaining brevity. It accurately describes the initial problem (lost Alteryx license ID), the attempted solution process (remote session), and the final resolution (downloading the software). The information flows logically and is easy to follow.\n\nHowever, there are a few minor details that could have been included for completeness:\n1. The verification process at the start (personnel number, enterprise ID, callback number)\n2. The specific remote session tool used (123rescue.com)\n3. The fact that the employee actually found their old product key from November\n\nThe summary remains factually accurate and doesn't include any misleading information. It focuses on the relevant aspects of the interaction while omitting unnecessary details like hold times and small talk. The resolution is clearly stated, though it could have mentioned that the employee initiated the download themselves while the agent was checking with support.\n\nOverall, the summary achieves its main objectives but leaves out some contextual details that could have provided a more complete picture.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "9bd08c4c-bfcb-4d57-a144-81816a95798e",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with my key, causing users to be directed to a \"gone fishing\" page upon login. An employee calls the helpdesk to return a mobile device and has an open ticket for this issue. The helpdesk agent assists the employee in filling out a form for the return, but cannot provide specific information about the shipping method or recurring costs. The employee successfully submits the form and will wait for further instructions via email. The agent updates the ticket and ends 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, 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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with my key, causing users to be directed to a \"gone fishing\" page upon login. An employee calls the helpdesk to return a mobile device and has an open ticket for this issue. The helpdesk agent assists the employee in filling out a form for the return, but cannot provide specific information about the shipping method or recurring costs. The employee successfully submits the form and will wait for further instructions via email. The agent updates the ticket and ends 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 captures the main points of the call, such as the high call volume due to performance issues and the employee's request to return a mobile device. However, it misses some details and contains inaccuracies. For instance, it does not mention the employee's confusion about the form and the lack of reference information from the helpdesk agent. The summary also incorrectly states that the employee successfully submits the form, whereas the transcript indicates uncertainty about the process. The summary is relevant and mostly coherent, but it lacks completeness and some accuracy.",
        "gpt_score": 6.0,
        "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 discussed during the call. The structure and flow of ideas are clear, making it easy to understand and follow. The summary is accurate, with no false or misleading information. However, it could be improved in terms of completeness. The summary mentions the performance issues with \"my key\" but does not clarify what \"my key\" refers to. Additionally, some details, such as the employee's initial difficulties with the form and the agent's limitations in assisting with specific information, are glossed over. Despite these minor issues, the summary provides a fair description of the main problems and resolutions.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key points of the conversation but has some minor issues:\n\nStrengths:\n- Concisely presents the main purpose of the call (mobile device return)\n- Includes the context of system issues causing high call volume\n- Accurately describes the interaction between agent and caller\n- Maintains coherent flow of events\n\nWeaknesses:\n- The opening mention of \"my key\" is directly copied from transcript without proper context adjustment\n- Could have mentioned that the caller initially had trouble but resolved it themselves before completing the form\n- Doesn't mention that the helpdesk agent couldn't access the template/form the caller was filling out\n- The resolution could be more specific about what the caller accomplished\n\nOverall, while the summary is generally accurate and coherent, these small oversights and missed details slightly reduce its effectiveness as a complete record of the interaction.",
        "claude_score": 8.0
      }
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    "predicted_text": " A new hire, who didn't receive their credentials from ICS tech support, called the IT helpdesk to get their EID number and enterprise password. The helpdesk asked for their personnel number, but the new hire didn't have it. After providing their name, the helpdesk transferred them to the PeopleLine department to get their credentials. However, the call was disconnected, and the new hire was asked to call back and choose the correct options to be connected to a representative. The transcript also mentioned a known issue with the gone fishing page, which the team was actively working to resolve.",
    "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>\n A new hire, who didn't receive their credentials from ICS tech support, called the IT helpdesk to get their EID number and enterprise password. The helpdesk asked for their personnel number, but the new hire didn't have it. After providing their name, the helpdesk transferred them to the PeopleLine department to get their credentials. However, the call was disconnected, and the new hire was asked to call back and choose the correct options to be connected to a representative. The transcript also mentioned a known issue with the gone fishing page, which the team was actively working to resolve.\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 new hire's issue with not having received credentials and being transferred to the PeopleLine department. However, it inaccurately states that the call was disconnected and the new hire was asked to call back, which is not mentioned in the transcript. The summary also includes the issue with the \"gone fishing\" page, which is relevant but not directly related to the main issue of the new hire. The structure and flow are clear, but the accuracy is compromised by the incorrect detail about the call disconnection. Overall, the summary is fairly complete but could be more precise.",
        "gpt_score": 7.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue of the new hire not receiving their credentials and the subsequent transfer to the PeopleLine department. The information presented is relevant to the main topic, focusing on the caller's problem and the helpdesk's response. The summary has a clear structure, making it easy to understand and follow.\n\nHowever, the summary's accuracy is slightly compromised by stating that the call was disconnected, which is not explicitly mentioned in the transcript. Additionally, the mention of the caller being asked to call back and choose the correct options is not entirely accurate, as the transcript only shows the caller being transferred and the PeopleLine department's automated messages.\n\nThe summary is mostly complete, covering the main problem and the helpdesk's response, but it could be improved by providing more context or resolution regarding the new hire's issue.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core interaction - a new hire seeking credentials who was transferred from IT helpdesk to PeopleLine. It maintains good conciseness while including key details about the caller's situation and the service desk's response. The information is relevant and presented coherently, following the chronological flow of the call.\n\nHowever, there are a few accuracy issues. The summary suggests the call was \"disconnected,\" but the transcript shows the call continuing through the PeopleLine IVR system. Additionally, it states the caller \"was asked to call back,\" which isn't explicitly shown in the transcript.\n\nThe summary includes the gone fishing page issue, which appears to be an unrelated system announcement in the transcript and doesn't directly relate to the caller's situation, affecting the relevance score.\n\nRegarding completeness, the summary misses the new benefits phone numbers announced at the end of the call, though this might be considered peripheral information to the main interaction.\n\nOverall, while the summary captures the main narrative well, these minor issues with accuracy and relevance slightly reduce its overall quality.",
        "claude_score": 7.0
      }
    }
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    "predicted_text": " The employee, identified as #####, contacted the IT helpdesk due to an issue with their Accenture account being blocked, preventing them from accessing any applications on their laptop. The IT representative, also identified as #####, looked into the issue and found two open tickets in the employee's account. The first ticket was assigned to the N4Del threat support team, as the employee was receiving an error message stating their sign-in was blocked. The support team had advised the employee to enable phone sign-in and sent an adaptive card to their manager for verification. However, the manager had not received the adaptive card. The IT representative offered to follow up with the manager and provide the ticket number for verification. The second ticket was related to setting up the employee's Authenticator app, and the IT representative advised the employee to call back with the ticket number from their manager to proceed with the setup. The IT representative also advised the employee to try logging in again after 30 minutes for the first issue and to monitor the situation. The employee agreed to wait for the manager's response and try logging in again after 30 minutes. The IT representative tagged the first ticket as resolved and advised the employee they would receive a survey in their email for feedback.",
    "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, 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>\n The employee, identified as #####, contacted the IT helpdesk due to an issue with their Accenture account being blocked, preventing them from accessing any applications on their laptop. The IT representative, also identified as #####, looked into the issue and found two open tickets in the employee's account. The first ticket was assigned to the N4Del threat support team, as the employee was receiving an error message stating their sign-in was blocked. The support team had advised the employee to enable phone sign-in and sent an adaptive card to their manager for verification. However, the manager had not received the adaptive card. The IT representative offered to follow up with the manager and provide the ticket number for verification. The second ticket was related to setting up the employee's Authenticator app, and the IT representative advised the employee to call back with the ticket number from their manager to proceed with the setup. The IT representative also advised the employee to try logging in again after 30 minutes for the first issue and to monitor the situation. The employee agreed to wait for the manager's response and try logging in again after 30 minutes. The IT representative tagged the first ticket as resolved and advised the employee they would receive a survey in their email for 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 effectively conveys the main points of the call, including the employee's issue with their blocked account, the two open tickets, and the steps taken by the IT representative. 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 specific actions the IT representative took, such as putting the call on hold multiple times to check the tickets 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 employee's issue with their Accenture account being blocked and the IT representative'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 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, making it complete.\n\nHowever, there are some minor details that could be improved. For example, the summary could clarify the purpose of the adaptive card and the Authenticator app. 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. Accurately describes the main issue (blocked Accenture account)\n2. Correctly details the two tickets and their purposes\n3. Includes the important resolution steps (30-minute wait and manager verification)\n4. Maintains chronological flow and logical structure\n5. Preserves important details about the adaptive card situation\n\nHowever, there are a few minor issues:\n1. The summary is slightly verbose and could be more concise\n2. Some redundant information could be eliminated\n3. The detail about the 72-hour reopening window was omitted, though this is relatively minor\n\nThe summary succeeds in maintaining accuracy while presenting a coherent narrative of the interaction. It effectively captures both the problem and resolution steps, making it a very solid summary overall, despite being slightly longer than necessary.",
        "claude_score": 8.0
      }
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    "predicted_text": " The employee, identified as Speaker 5, contacts the company's IT helpdesk regarding an existing ticket INC48608413. The employee's laptop charger is not working, and they had been promised a replacement on a previous call. However, the replacement had not been sent due to a missing WBS element, which the employee had provided in a message that was not acknowledged. The employee had to purchase their own charger in the meantime. The IT helpdesk agent, Speaker 4, confirms that the WBS element is now documented in the ticket and that the local tech support team will reach out to the employee to address the issue and provide instructions for receiving the replacement charger. The call ends with both parties expressing appreciation and well wishes.",
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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>\n The employee, identified as Speaker 5, contacts the company's IT helpdesk regarding an existing ticket INC48608413. The employee's laptop charger is not working, and they had been promised a replacement on a previous call. However, the replacement had not been sent due to a missing WBS element, which the employee had provided in a message that was not acknowledged. The employee had to purchase their own charger in the meantime. The IT helpdesk agent, Speaker 4, confirms that the WBS element is now documented in the ticket and that the local tech support team will reach out to the employee to address the issue and provide instructions for receiving the replacement charger. The call ends with both parties expressing appreciation 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 laptop charger, the existing ticket number, and the resolution steps. 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 from the transcript correctly. However, it misses some minor details, such as the initial verification process and the specific mention of the callback number and Teams chat as methods of communication. 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 issue with their laptop charger and the resolution provided by the IT 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 details of the employee's issue and the resolution provided by the IT helpdesk 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 the employee's initial confusion about whether they had reached the correct number, but this is a minor detail and does not detract 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 from the lengthy IVR system introduction.\n2. Relevance: It focuses on the core issue (faulty charger), the previous interaction, and the resolution path.\n3. Coherence: The summary follows a logical flow from problem identification to resolution steps.\n4. Accuracy: All stated facts match the transcript exactly, including the ticket number and the situation with the WBS element.\n5. Completeness: It captures both the main problem (non-working charger), the context (previous interaction, WBS element submission), and the resolution (tech support will contact with further instructions).\n\nMinor improvement could be made by mentioning that the employee reached the emergency desk, but this isn't crucial to the main narrative. The summary effectively balances detail and brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "a8357890-4523-4865-8ca6-d27ed873e9ab",
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    "predicted_text": " The employee, Speaker 3, contacts the IT helpdesk, Speaker 2, to report an issue with accessing Accenture resources. The employee is unable to access the internet and receives an error message stating they cannot access resources. Speaker 2 apologizes for the inconvenience and offers to help resolve the issue. After confirming the error message, Speaker 2 places the employee on hold to investigate the issue. Upon returning, Speaker 2 informs the employee that a remote session is required to diagnose the problem. The employee initiates the remote session through 123rescue.com and provides the necessary pin. Speaker 2 connects to the employee's machine and discovers that the issue is due to the employee's account or device being non-compliant. Speaker 2 then informs the employee that the issue will be escalated to a Level 2 Technician for resolution. The call ends with Speaker 2 explaining that the technician will communicate through the remote session and not via phone 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, 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>\n The employee, Speaker 3, contacts the IT helpdesk, Speaker 2, to report an issue with accessing Accenture resources. The employee is unable to access the internet and receives an error message stating they cannot access resources. Speaker 2 apologizes for the inconvenience and offers to help resolve the issue. After confirming the error message, Speaker 2 places the employee on hold to investigate the issue. Upon returning, Speaker 2 informs the employee that a remote session is required to diagnose the problem. The employee initiates the remote session through 123rescue.com and provides the necessary pin. Speaker 2 connects to the employee's machine and discovers that the issue is due to the employee's account or device being non-compliant. Speaker 2 then informs the employee that the issue will be escalated to a Level 2 Technician for resolution. The call ends with Speaker 2 explaining that the technician will communicate through the remote session and not via phone 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 accessing Accenture resources, the error message, the remote session, and the escalation to a Level 2 Technician. 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 specific error message and the mention of the Adobe Creative Cloud Suite non-compliance, which could be relevant to understanding the issue fully. 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 points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing Accenture resources 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 states the error message, the need for a remote session, and the discovery of the non-compliant account or device. However, it does not mention the specific non-compliant software (Adobe Creative Cloud Suite) which is an important detail.\n\nThe summary is mostly complete, covering the main problems and resolutions, but the omission of the specific non-compliant software is a notable exception.\n\nOverall, the summary is well-written, but the lack of detail regarding the non-compliant software is a drawback.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (inability to access Accenture resources)\n2. Accurately describes the troubleshooting process (remote session via 123rescue.com)\n3. Correctly identifies the root cause (non-compliance)\n4. Includes the resolution path (escalation to Level 2 Technician)\n\nThe summary maintains good coherence, following the chronological flow of the conversation. It's concise while including all crucial information. However, it could have mentioned the specific detail about Adobe Creative Suite being the non-compliant software, which was discussed in the conversation. This minor omission doesn't significantly impact the summary's quality as it's a technical detail that wasn't central to the resolution process.\n\nThe summary is accurate in its representation of events and maintains relevance throughout, focusing on the core issue and its resolution path. The writing is clear and professional, making it easy for readers to understand the situation and outcome.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "978727a4-6e11-41f0-8c42-b795a11f4513",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves an employee of a company, presumably Accenture, trying to book an appointment with local tech support to set up their password. The employee had previously called about the issue and was told that it had been redirected to local tech support. The IT helpdesk representative informs the employee that a ticket is already open and assigned to the local tech support, and that they will contact the employee via phone or email to schedule an appointment or provide further instructions. The employee expresses concern about not having access to their Accenture email and provides a personal email address for contact. The IT helpdesk representative notes the personal email address on the ticket and reassures the employee that they will be contacted by local tech support for further assistance. The call ends with the IT helpdesk representative apologizing for the inconvenience and wishing the employee 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.\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>\n The call transcript involves an employee of a company, presumably Accenture, trying to book an appointment with local tech support to set up their password. The employee had previously called about the issue and was told that it had been redirected to local tech support. The IT helpdesk representative informs the employee that a ticket is already open and assigned to the local tech support, and that they will contact the employee via phone or email to schedule an appointment or provide further instructions. The employee expresses concern about not having access to their Accenture email and provides a personal email address for contact. The IT helpdesk representative notes the personal email address on the ticket and reassures the employee that they will be contacted by local tech support for further assistance. The call ends with the IT helpdesk representative apologizing for the inconvenience and wishing the employee 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 to book an appointment with local tech support, the status of the ticket, and the contact details provided. 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, 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": 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 their password and the IT helpdesk representative's assistance. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nThe summary is accurate, with no false or misleading information. It correctly states that a ticket is already open and assigned to local tech support, and that the employee will be contacted via phone or email for further assistance.\n\nHowever, the summary could be more complete. It does not mention the employee's initial confusion about the location of the local tech support or the IT helpdesk representative's explanation that the ticket was assigned to a different office location due to the lack of a local office in the employee's area.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript, but could be improved with more detail.",
        "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 while maintaining clarity.\n2. Relevance: All information included directly relates to the password setup issue and communication process.\n3. Coherence: The summary flows logically from the initial request through the resolution process.\n4. Accuracy: The information accurately reflects the conversation, including the key point about the ticket being already assigned and the process for future contact.\n5. Completeness: It covers the main concern (password setup), the current situation (existing ticket), the resolution process (waiting for tech support contact), and the important detail about using personal email due to lack of Accenture email access.\n\nMinor improvement could be made by mentioning the location aspect (######/######) as it was a significant part of the discussion about where the tech support was located. Otherwise, the summary effectively captures the essence of the interaction.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "41339dc7-c791-4eb7-9335-d31d085a672a",
    "train_trial_index": 0,
    "predicted_text": " The employee (Speaker 4) called the IT helpdesk due to issues with their multi-factor authentication (MFA) after getting a new phone. The old phone was removed, and a new one added, but when setting up the Authenticator app, the employee's account was blocked after entering a temporary password. The IT agent (Speaker 3) suggested resetting the password and enabling it again. The employee followed the instructions to enable the password, but couldn't reset it due to not being registered for a password reset. The agent advised waiting for 30 minutes to an hour before trying to reset the password again on myid.accenture.com. The agent would also follow up with the employee on Teams. The ticket was tagged as resolved, and the employee would receive a survey for feedback.",
    "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.  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>\n The employee (Speaker 4) called the IT helpdesk due to issues with their multi-factor authentication (MFA) after getting a new phone. The old phone was removed, and a new one added, but when setting up the Authenticator app, the employee's account was blocked after entering a temporary password. The IT agent (Speaker 3) suggested resetting the password and enabling it again. The employee followed the instructions to enable the password, but couldn't reset it due to not being registered for a password reset. The agent advised waiting for 30 minutes to an hour before trying to reset the password again on myid.accenture.com. The agent would also follow up with the employee on Teams. The ticket was tagged as resolved, and the employee would receive a survey for 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 effectively conveys the main points of the call, focusing on the issue with multi-factor authentication (MFA) after the employee got a new phone. It captures the key steps taken by the IT agent to resolve the issue, including resetting the password and enabling it again. The summary is relevant, sticking closely to 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 and factually correct, reflecting the details of the call transcript. However, it misses some minor details, such as the specific instructions given by the agent and the exact 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 issue with their multi-factor authentication and the IT 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 reflects the information provided in the call transcript, including the steps taken by the IT agent and the employee to resolve the issue. However, the summary could be considered slightly incomplete as it does not mention the initial automated messages and the context of high call volume due to performance issues with MyT, but these are not crucial to the main problem and resolution.\n\nOverall, the summary effectively captures the essence of the call transcript, providing a clear and accurate overview of the issue and its attempted resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the initial problem (MFA issues with new phone)\n2. Accurately describes the sequence of events leading to the blocked account\n3. Includes the solution steps attempted (enabling password through mypasswordless.accenture.com)\n4. Correctly notes the obstacle encountered (unable to reset password)\n5. Accurately describes the resolution (waiting 30 mins-1 hour and agent follow-up on Teams)\n\nThe summary is concise while maintaining all crucial information. It follows a logical flow from problem to attempted solution to final resolution. The information is accurate and matches the transcript without any misrepresentations. In terms of completeness, it covers both the technical issue and the follow-up process, including the mention of the survey.\n\nMinor improvement could be made by mentioning that the ticket would be reopened within 72 hours if needed, but this is a relatively minor detail in the overall context of the call.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "e2edec2e-a36d-4872-9a00-944f450b1db5",
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    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with my key, causing users to be directed to the gone phishing page upon login. An employee, April, assists a caller, May, who is having an issue with her laptop. May provides her incident ticket number, INC 48662411, which is still pending and has not been approved by her manager within 48 hours. April informs May that she will forward the ticket to the local tech support for further assistance. May provides her asset tag number, personal email address, and current location to April, who then forwards the ticket to the local tech support. April informs May to keep her lines open as the local tech support will contact her for 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 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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with my key, causing users to be directed to the gone phishing page upon login. An employee, April, assists a caller, May, who is having an issue with her laptop. May provides her incident ticket number, INC 48662411, which is still pending and has not been approved by her manager within 48 hours. April informs May that she will forward the ticket to the local tech support for further assistance. May provides her asset tag number, personal email address, and current location to April, who then forwards the ticket to the local tech support. April informs May to keep her lines open as the local tech support will contact her 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 captures the main points of the call, including the high call volume, the issue with the laptop, and the steps taken by April to resolve the issue. However, there are some inaccuracies and missing details. The summary incorrectly states that April is the employee and May is the caller, whereas the transcript does not clearly identify the names of the speakers. Additionally, the summary does not mention the repeated requests for the personnel number and the initial automated messages, which are part of the context. The summary is mostly coherent but could be clearer in distinguishing between the automated messages and the actual conversation. Overall, the summary is relevant and covers the main issues and resolutions but lacks some completeness and accuracy.",
        "gpt_score": 7.0,
        "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. 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 mention the initial automated messages and the caller's initial wait time, which provide context for the call. Nevertheless, the summary does a good job of capturing the main problems and resolutions discussed during the call.\n\nGiven the strengths and weaknesses of the summary, I would rate it an 8 out of 10. The summary effectively conveys the key information from the call transcript, but could be improved with additional context to make it more complete.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key points of the call:\n1. Mentions the system-wide issue (phishing page problem)\n2. Correctly identifies the main participants and the laptop issue\n3. Accurately describes the ticket status (pending manager approval)\n4. Includes the resolution (forwarding to local tech support)\n5. Notes the next steps (waiting for tech support contact)\n\nHowever, there are a few areas for improvement:\n- Could be more concise by removing less critical details\n- The opening about \"my key\" issues is slightly confusing as written\n- Some personal details collected (callback number, asset tag) could be mentioned more generally\n- The summary maintains good coherence and flow\n- All included information is accurate to the transcript\n\nOverall, the summary provides a good balance of important details while maintaining clarity and accuracy, though it could be slightly more concise.",
        "claude_score": 8.0
      }
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    "instance_id": "fcd43185-0baa-48d3-a522-000431e74b84",
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    "predicted_text": " A former employee of Accenture, named ########, is unable to log into the Accenture alumni portal as his email address is not recognized. He had received a welcome email on his personal email address four days ago, but now he is unable to log in. The IT helpdesk representative, named #####, explains that although the former employee had set up his email address when he was still an active employee, the support team needs to update that information in the back end now that he is a former employee. The representative opens up a ticket for the former employee and assigns it to the support team. The representative collects mandatory details from the former employee, including his last position level, active phone number, last office reported to, email address, last supervisor or career counselor reported to, and last date of employment. The representative provides the former employee with a ticket number and informs him that the support team will either give him a call back or send an email to him once the issue is resolved.",
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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>\n A former employee of Accenture, named ########, is unable to log into the Accenture alumni portal as his email address is not recognized. He had received a welcome email on his personal email address four days ago, but now he is unable to log in. The IT helpdesk representative, named #####, explains that although the former employee had set up his email address when he was still an active employee, the support team needs to update that information in the back end now that he is a former employee. The representative opens up a ticket for the former employee and assigns it to the support team. The representative collects mandatory details from the former employee, including his last position level, active phone number, last office reported to, email address, last supervisor or career counselor reported to, and last date of employment. The representative provides the former employee with a ticket number and informs him that the support team will either give him a call back or send an email to him once the issue is 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, including the issue with the alumni portal login and the steps taken by the helpdesk representative. 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 misleading content. However, it misses some minor details, such as the initial interaction with the intermediary (Speaker 3) and the specific mention of the ticket 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 issue and resolution within a brief length. It is also relevant, focusing on the former employee's inability to log into the Accenture alumni portal and the IT helpdesk representative'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. The summary also provides a fair description of the main problem and resolution, making it complete.\n\nHowever, the summary could be improved by omitting some of the minor details, such as the specific information collected by the representative, to make it even more concise. Additionally, some sentences could be rephrased for better clarity.\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 main issue (alumni portal access problem)\n2. Explains the context (former employee received welcome email but can't login)\n3. Details the solution process (need for backend update)\n4. Lists all relevant information collected for the ticket\n5. Includes the resolution timeline and follow-up process\n\nThe summary is concise yet comprehensive, maintaining a logical flow of information. It accurately represents the conversation without including unnecessary details. The language is clear and professional. The only minor improvement could be including the 7-day maximum resolution timeframe mentioned in the call, but this isn't critical to understanding the core interaction.\n\nThe summary excels in all evaluation criteria:\n- Conciseness: Well-balanced length\n- Relevance: Focuses on key information\n- Coherence: Clear logical flow\n- Accuracy: All details match transcript\n- Completeness: Captures main problem and resolution steps",
        "claude_score": 9.0
      }
    }
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    "instance_id": "b6a12457-8be2-46c8-b0fe-8db881969ed8",
    "train_trial_index": 0,
    "predicted_text": " An employee named ############, assisted by Accenture PeopleLine representative ########, contacted the IT helpdesk regarding an issue with logging into the Selenium Defoes application. The employee's personal email address was not registered in the application, despite being updated in HR records. The helpdesk representative, ### from CAO Service Team, confirmed that a ticket (IMC48714619) had been created and assigned to the back-end support team for resolution. The representative assured the employee that they would be contacted via phone or email once the issue was resolved. The employee had been redirected between departments and was seeking clarification on the process.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1227.0,
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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 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>\n An employee named ############, assisted by Accenture PeopleLine representative ########, contacted the IT helpdesk regarding an issue with logging into the Selenium Defoes application. The employee's personal email address was not registered in the application, despite being updated in HR records. The helpdesk representative, ### from CAO Service Team, confirmed that a ticket (IMC48714619) had been created and assigned to the back-end support team for resolution. The representative assured the employee that they would be contacted via phone or email once the issue was resolved. The employee had been redirected between departments and was seeking clarification on the 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, including the issue with the Selenium Defoes application, the involvement of the Accenture PeopleLine representative, and the creation and status of the ticket. It is relevant to the main topic and maintains a clear structure and flow, making it easy to understand. The information is factually correct and does not contain any misleading details. However, the summary could be slightly more complete by mentioning the employee's frustration with being redirected between departments, which is a significant part 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 is also relevant, focusing on the employee's problem with logging into the Selenium Defoes application and the helpdesk's response. The summary has a clear structure, starting with the problem 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, including the ticket number and the helpdesk representative's assurances. However, the summary could be considered slightly incomplete as it does not fully capture the employee's frustration with being redirected between departments, which is a significant part of the call transcript. Despite this, the summary covers the main problem and resolution effectively.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Correctly identifies all parties involved and their roles\n2. Accurately states the main issue (login problem with Selenium Defoes application)\n3. Includes the specific ticket number and current status\n4. Mentions the resolution path (assigned to back-end support)\n5. Notes the communication challenges (being redirected between departments)\n\nThe summary is concise yet comprehensive, maintaining good coherence by presenting information in a logical sequence. It accurately reflects the conversation without including unnecessary details. The only minor improvement could be clarifying that the caller is a former employee, which was mentioned in the transcript but not explicitly stated in the summary. Otherwise, it maintains high standards across all evaluation criteria - conciseness, relevance, coherence, accuracy, and completeness.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "6dabeefc-e1e9-4129-8b8d-c3e0801ce6d0",
    "train_trial_index": 0,
    "predicted_text": " The call begins with automated prompts for various IT support services. The caller, an Accenture employee, is experiencing issues logging into their Office account due to a compliance issue with their Mac laptop. The IT helpdesk agent confirms the issue and guides the caller to download a remote connection tool from 123rescue.com. The agent then informs the caller that their case will be assigned to a level two support team for advanced troubleshooting, which may take 30 minutes to an hour. The caller agrees to be available for the remote session, and the call ends with the agent transferring the caller to the level two support team.",
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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.\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>\n The call begins with automated prompts for various IT support services. The caller, an Accenture employee, is experiencing issues logging into their Office account due to a compliance issue with their Mac laptop. The IT helpdesk agent confirms the issue and guides the caller to download a remote connection tool from 123rescue.com. The agent then informs the caller that their case will be assigned to a level two support team for advanced troubleshooting, which may take 30 minutes to an hour. The caller agrees to be available for the remote session, and the call ends with the agent transferring the caller to the level two 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 Mac laptop, the inability to log into Office, 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 misses some minor details, such as the initial high call volume message and the specific steps the agent took to verify the caller'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 caller's issue and the IT helpdesk agent's resolution. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. The information presented is factually correct, matching the details in the call transcript, which ensures accuracy. However, the summary could be considered slightly incomplete as it does not mention the initial automated prompts in detail or the performance issues with \"my key\" mentioned at the beginning of the call, but these are not crucial to the main problem and resolution. Overall, the summary does a good job of capturing the essence of the call.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Efficiently condenses a lengthy transcript into essential points without unnecessary details\n2. Relevance: Focuses on the main issue (compliance problem, Office login) and resolution steps\n3. Coherence: Follows a logical flow from problem identification to solution steps\n4. Accuracy: Correctly represents the conversation details, including the type of device (Mac), the solution approach (remote connection), and expected resolution time\n5. Completeness: Includes both the initial automated menu context and the complete problem-resolution path\n\nMinor improvements could include mentioning the identity verification process (personnel number, email confirmation) as it took significant time in the call. However, this omission is acceptable for brevity since it's not central to the main issue. The summary successfully balances detail and brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "55d31c7d-10ff-484f-9fc9-04b0aeda1da0",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk received a call from an employee (Speaker 3) regarding their Outlook being disconnected. The employee had tried resetting and restarting their computer, a Windows Circus Accenture laptop, but the issue persisted. The IT helpdesk agent (Speaker 2) assured the employee they would assist with the problem. However, as the agent was gathering more information, the employee managed to resolve the issue by pressing the refresh button. The agent confirmed the resolution and informed the employee they would receive a review email. The call ended with the agent wishing the employee a great 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, 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>\n The company's IT helpdesk received a call from an employee (Speaker 3) regarding their Outlook being disconnected. The employee had tried resetting and restarting their computer, a Windows Circus Accenture laptop, but the issue persisted. The IT helpdesk agent (Speaker 2) assured the employee they would assist with the problem. However, as the agent was gathering more information, the employee managed to resolve the issue by pressing the refresh button. The agent confirmed the resolution and informed the employee they would receive a review email. The call ended with the agent wishing the employee a great 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 issue with Outlook, the troubleshooting steps taken by the employee, and the resolution. 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, it misses some minor details, such as the exact message the employee saw (\"disconnected\") and the agent's apology for the inconvenience. 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. The information presented is relevant to the main topic, focusing on the employee's Outlook disconnection issue and the IT helpdesk's assistance. The summary has a clear structure and flow of ideas, making it easy to understand and follow.\n\nIn terms of accuracy, the summary correctly states the employee's actions, the IT helpdesk agent's assistance, and the resolution. The summary also provides a fair description of the main problem and resolution, meeting the completeness criterion.\n\nHowever, there is a minor inaccuracy in the summary: the employee's laptop is referred to as a \"Windows Circus Accenture laptop,\" but the transcript only mentions \"Circus\" as the laptop type, with \"Windows\" being the operating system.\n\nOverall, the summary meets most of the evaluation criteria, with only a minor inaccuracy.",
        "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 Outlook connectivity 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, including the device type (Windows Circus Accenture laptop) and the resolution method (refresh button).\n5. Completeness: It covers the initial problem, attempted solutions (restarting), the help desk interaction, and the final resolution.\n\nMinor improvements could include mentioning that the issue resolved itself before the agent could actually provide technical assistance, which would better reflect the interaction's nature. However, this is a relatively minor point given the overall quality of the summary.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "d98802d5-ec1e-4dba-87f8-b4d0ce01cf38",
    "train_trial_index": 0,
    "predicted_text": " The employee, Speaker 5, calls the IT helpdesk regarding a persistent pop-up on their laptop that says, \"IT security policy executable blocked.\" After providing their personnel number and email, they agree to a remote session with the helpdesk agent, Speaker 4. The agent guides the employee to download and run a remote access tool, then takes control of the employee's laptop to troubleshoot the issue. The agent suggests continuing the troubleshooting via the remote session chat, but the employee prefers to stay on the call for updates. Eventually, they agree to communicate through the remote session chat, and the call ends with the agent still working on resolving the issue.",
    "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>\n The employee, Speaker 5, calls the IT helpdesk regarding a persistent pop-up on their laptop that says, \"IT security policy executable blocked.\" After providing their personnel number and email, they agree to a remote session with the helpdesk agent, Speaker 4. The agent guides the employee to download and run a remote access tool, then takes control of the employee's laptop to troubleshoot the issue. The agent suggests continuing the troubleshooting via the remote session chat, but the employee prefers to stay on the call for updates. Eventually, they agree to communicate through the remote session chat, and the call ends with the agent still working on 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 issue with the pop-up, the remote session setup, 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 details of the call transcript without any misleading information. However, it misses some minor details, such as the specific steps taken during the remote session and the employee's initial reluctance to end 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 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 and the helpdesk agent's attempts to resolve it. 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 events described in the call transcript. However, the summary could be improved in terms of completeness. While it mentions the main problem and the steps taken to resolve it, it does not provide a clear resolution or outcome, which is likely due to the call ending with the agent still working on the issue.\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 (executable blocked pop-up)\n2. Includes the setup process for remote troubleshooting\n3. Accurately describes the resolution approach and final agreement\n4. Maintains proper chronological flow\n5. Captures the negotiation about staying on call vs. chat communication\n\nThe summary is concise while including all essential details. It's coherent and easy to follow, with good logical progression. The information is accurate and matches the transcript without any misrepresentations. In terms of completeness, it covers both the technical issue and the communication arrangement between the agent and employee.\n\nMinor improvement could be including the initial automated message about system issues with \"my T\" and \"gone phishing page\" for context, though this wasn't directly relevant to the specific case being handled.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "1f5f8b9e-f72d-4723-a183-76597176fce7",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk to report being locked out of their Teams application on their mobile phone. They were stuck in a loop between the Authenticator app and the Teams app. The IT helpdesk agent confirmed the issue and suggested creating a temporary access pass on the employee's Accenture machine to use as a login option. The agent also recommended restarting the phone and trying again if the issue persisted. After the employee logged back into Teams, they noticed that the chats from when their phone stopped working had not synced with the chats on their laptop. The agent advised giving it time to load, as it could take up to 30 minutes for all messages to appear. The employee agreed to call back if the issue persisted.",
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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>\n The employee called the IT helpdesk to report being locked out of their Teams application on their mobile phone. They were stuck in a loop between the Authenticator app and the Teams app. The IT helpdesk agent confirmed the issue and suggested creating a temporary access pass on the employee's Accenture machine to use as a login option. The agent also recommended restarting the phone and trying again if the issue persisted. After the employee logged back into Teams, they noticed that the chats from when their phone stopped working had not synced with the chats on their laptop. The agent advised giving it time to load, as it could take up to 30 minutes for all messages to appear. The employee agreed to call back 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, including the issue with the Teams app and the suggested solutions. 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 conversation accurately without any misleading details. However, it misses some minor details, such as the initial troubleshooting steps and the specific URL mentioned for the temporary access pass. 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 being locked out of their Teams application and the IT helpdesk agent's suggested solutions. 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 issue, the suggested solutions, and the outcome. It does not contain any false or misleading information. The summary is also complete, providing a fair description of the main problem and resolution.\n\nHowever, the summary could be improved by including more specific details, such as the error message the employee received and the exact steps taken to resolve the issue. Nevertheless, the summary provides a good overview of the call transcript and effectively conveys the main points.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main elements of the call:\n1. Accurately describes the initial problem (Teams/Authenticator loop)\n2. Includes the key solutions provided (temporary access pass, phone restart)\n3. Mentions the subsequent syncing issue and the agent's resolution (30-minute wait)\n4. Maintains a logical flow from problem to solution\n5. Keeps details relevant and concise\n\nHowever, there are minor omissions that could have added value:\n1. Doesn't mention that the issue resolved itself during the call\n2. Omits the agent's explanation about phone updates/overloaded apps causing such issues\n3. Doesn't include the follow-up information about the survey and 72-hour ticket reopening window\n\nDespite these small gaps, the summary successfully captures the essential information while remaining concise and accurate. The structure is coherent, and the information flow makes sense. The balance between brevity and completeness is well-maintained.",
        "claude_score": 8.0
      }
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    "train_trial_index": 0,
    "predicted_text": " The call transcript involves an IT helpdesk agent, Rai, assisting a user, Sainab, who is unable to log in to her account. Sainab has an incident ticket number (INC48639634) approved by her manager, Eunice Emery-James, for a temporary access pass. However, Rai cannot locate the ticket in the system. After confirming the ticket number and manager's name multiple times, Rai informs Sainab that the ticket is still pending and not visible in their system. Rai suggests that Sainab follow up with her manager for the correct ticket status and manager's name. The call ends with Rai asking Sainab to call back once she has the correct information.",
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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: 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>\n The call transcript involves an IT helpdesk agent, Rai, assisting a user, Sainab, who is unable to log in to her account. Sainab has an incident ticket number (INC48639634) approved by her manager, Eunice Emery-James, for a temporary access pass. However, Rai cannot locate the ticket in the system. After confirming the ticket number and manager's name multiple times, Rai informs Sainab that the ticket is still pending and not visible in their system. Rai suggests that Sainab follow up with her manager for the correct ticket status and manager's name. The call ends with Rai asking Sainab to call back once she has the correct 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 captures the main points of the call, including the user's issue with logging in, the incident ticket number, and the manager's name. It also correctly notes that the ticket could not be found in the system and that the user was advised to follow up with her manager. However, the summary could be improved by mentioning the repeated verification of the ticket number and the manager's name, which was a significant part of the call. Additionally, the summary does not mention the user's callback number or email address, which were also discussed. Overall, the summary is relevant, coherent, and mostly accurate, but it lacks some details for completeness.",
        "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 Sainab's inability to log in and the problems with her incident ticket. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. 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 fully capture the repetitive nature of the conversation and the multiple attempts to confirm the ticket number and manager's name. Nevertheless, it provides a fair description of the main problems and resolutions.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies main participants and the core issue (login problems)\n2. Mentions the specific incident ticket number\n3. Accurately describes the back-and-forth regarding system visibility issues\n4. Captures the resolution (need to follow up with manager)\n\nHowever, there are a few areas for improvement:\n- Could mention the initial system announcement about \"gone phishing page\" issues\n- Could be more concise by eliminating some details about the manager's name spelling\n- Could better emphasize the confusion about whether the ticket was approved or pending\n- Structure could be improved by separating the problem statement from the attempted resolution\n\nOverall, the summary maintains good accuracy and relevance while staying reasonably concise. It provides a coherent narrative of the interaction and captures the essential outcome, though it misses some context that might be helpful for understanding the full situation.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "1716abae-6d83-4dc8-a89a-20c7a4394d50",
    "train_trial_index": 0,
    "predicted_text": " The call transcript is an automated helpdesk service for a company's IT support. The service provides options for various IT-related issues such as access and password support, applications, technology, telecom, mobile devices, video conferencing services, and MyLearning support. The system also mentions the option to self-manage and resolve incidents through TechSoup. For passwordless users, the system provides a link to a website for self-help options or the option to speak to an agent. If a user cannot log in to their PC due to an account deactivation error, they are advised to press 9. For password reset, users are directed to visit myid.accenture.com or use the automated password restoration unit. The user will need their employee number, start date in Accenture, and registered mobile phone for authentication. If all agents are busy, the system advises the user to hold or find solutions on techsupport.accenture.com. The transcript ends with the system asking for the user's enterprise ID and phone number.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 469.0,
      "num_output_tokens": 225.0,
      "inference_runtime": 3.344733715057373,
      "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 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>\n The call transcript is an automated helpdesk service for a company's IT support. The service provides options for various IT-related issues such as access and password support, applications, technology, telecom, mobile devices, video conferencing services, and MyLearning support. The system also mentions the option to self-manage and resolve incidents through TechSoup. For passwordless users, the system provides a link to a website for self-help options or the option to speak to an agent. If a user cannot log in to their PC due to an account deactivation error, they are advised to press 9. For password reset, users are directed to visit myid.accenture.com or use the automated password restoration unit. The user will need their employee number, start date in Accenture, and registered mobile phone for authentication. If all agents are busy, the system advises the user to hold or find solutions on techsupport.accenture.com. The transcript ends with the system asking for the user's enterprise ID and phone 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 transcript, making it easy to understand. It covers the various IT-related issues addressed by the automated helpdesk service, including access and password support, applications, technology, telecom, mobile devices, video conferencing services, and MyLearning support. The summary also mentions the self-management option through TechSoup and provides details for passwordless users and those facing account deactivation errors. It accurately describes the steps for password reset and the need for specific user information for authentication. Additionally, it notes the advice given when all agents are busy and the final request for the user's enterprise ID and phone number.\n\nHowever, the summary could be slightly more concise by omitting some repetitive details and focusing on the most critical information. Overall, it is relevant, coherent, accurate, and complete.",
        "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 support options and procedures. The structure and flow of ideas are clear, making it easy to understand and follow, thus achieving coherence. The summary is accurate, presenting factually correct information from the transcript. However, it could be improved in terms of completeness, as it seems to focus more on the automated system's options rather than the actual problem or concern of the caller, which is not explicitly stated in the transcript. Nevertheless, given the nature of the transcript, which appears to be an automated helpdesk service, the summary does a fair job of describing the main options and procedures presented.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the automated helpdesk system with excellent attention to detail. It maintains conciseness while covering all major options presented in the transcript, including password support, applications, video conferencing, and MyLearning support. The information is presented in a logical, coherent sequence that mirrors the flow of the original transcript. The summary accurately represents the specific details such as the website URLs (myid.accenture.com, techsupport.accenture.com) and requirements for password restoration (employee number, start date, mobile phone). It also correctly includes the alternative options provided to users, such as self-help through TechSoup and what to do when agents are busy. The summary maintains relevance throughout, focusing on the service options and authentication procedures without including unnecessary details. In terms of completeness, it covers all major aspects of the call system, from initial menu options to the final request for enterprise ID and phone number.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "7856eae7-951d-49c5-949d-092319dfa6fe",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk received a call from an employee who reported that their computer had shut down unexpectedly and was not responding. The employee mentioned that the fan was not working, and the keyboard started sparking when they tried to press keys. The IT helpdesk agent suggested basic troubleshooting steps, such as holding down the power button for two to three minutes to drain residual power. However, the computer still did not turn on after attempting to follow these steps. The agent then informed the employee that they would assign the ticket to the local tech office for further assistance and provided the employee with a ticket number for reference. The employee confirmed that they had access to their Accenture email address and would wait for further instructions from the local tech office.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1093.0,
      "num_output_tokens": 158.0,
      "inference_runtime": 2.1825051307678223,
      "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 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>\n The company's IT helpdesk received a call from an employee who reported that their computer had shut down unexpectedly and was not responding. The employee mentioned that the fan was not working, and the keyboard started sparking when they tried to press keys. The IT helpdesk agent suggested basic troubleshooting steps, such as holding down the power button for two to three minutes to drain residual power. However, the computer still did not turn on after attempting to follow these steps. The agent then informed the employee that they would assign the ticket to the local tech office for further assistance and provided the employee with a ticket number for reference. The employee confirmed that they had access to their Accenture email address and would wait for further instructions from the local tech office.\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 computer, the troubleshooting steps suggested by the IT helpdesk agent, and the final resolution to escalate the issue to the local tech office. 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 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 request for the ticket number at the end. 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 computer issue and the IT helpdesk's response. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. The information presented is factually correct, matching the details provided in the call transcript, which indicates accuracy. However, the summary could be considered slightly incomplete as it does not mention the initial automated messages about performance issues and the gone phishing page, but these are not directly related to the employee's specific problem. Overall, the summary does a good job of capturing the essence of the call.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the main issue (computer shutdown, fan problem, sparking keyboard)\n2. Includes the attempted troubleshooting step (holding power button)\n3. Notes the resolution (ticket assignment to local tech)\n4. Mentions relevant details like email access and ticket number\n\nThe summary is concise while maintaining essential information, has good flow, and is factually accurate. However, it could have included the specific location mentioned (######, #####) and the actual ticket number (INC #########) for completeness. The structure is coherent, moving logically from problem description to attempted solution to final resolution. The language is clear and professional, making it easy to understand the situation and outcome. While not perfect, it serves its purpose well as a call summary.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "d22d7463-f35d-4b69-a592-93c5c60c7653",
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    "predicted_text": " The employee, with ID ##########, calls the IT helpdesk to request a laptop upgrade due to overheating issues. The helpdesk agent, named ###, informs the employee that there is a temporary shortage of devices for the upgrade program and that they need to wait for an upgrade invitation email. The agent offers to schedule a remote session with Level 2 support for performance troubleshooting and possibly an early upgrade if necessary. The employee agrees to a remote session on Monday at 8 AM EST. The agent confirms the schedule and informs the employee that they will receive an email confirmation. The call ends with both parties wishing each other a happy weekend.",
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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>\n The employee, with ID ##########, calls the IT helpdesk to request a laptop upgrade due to overheating issues. The helpdesk agent, named ###, informs the employee that there is a temporary shortage of devices for the upgrade program and that they need to wait for an upgrade invitation email. The agent offers to schedule a remote session with Level 2 support for performance troubleshooting and possibly an early upgrade if necessary. The employee agrees to a remote session on Monday at 8 AM EST. The agent confirms the schedule and informs the employee that they will receive an email confirmation. The call ends with both parties wishing each other a happy 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 employee's request for a laptop upgrade due to overheating, the temporary shortage of devices, and the scheduling of a remote session for troubleshooting. 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 is high, as the details provided match the call transcript. However, the summary could be slightly more complete by mentioning the employee's eligibility for an upgrade as of May 19, 2024, and the agent's offer to provide a link for early upgrade requests. Overall, the summary is well-done but could include a bit more detail for completeness.",
        "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 for a laptop upgrade 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 explanation of the temporary shortage of devices, and the proposed solution of a remote session with Level 2 support. The summary also accurately reports the scheduled time for the remote session and the agent's confirmation of the schedule.\n\nHowever, the summary could be considered incomplete as it does not mention the employee's eligibility for an upgrade as of May 19, 2024, or the agent's offer to provide a link for the employee to request an early upgrade. Despite this, the summary still provides a fair description of the main problems and resolutions.\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: Maintains brevity while covering essential points\n2. Relevance: Focuses on the main issue (laptop overheating) and resolution steps\n3. Coherence: Presents information in a logical sequence from problem identification to solution\n4. Accuracy: Correctly states the employee's issue, the agent's response about device shortage, and the scheduled resolution (Monday 8 AM EST remote session)\n5. Completeness: Includes both immediate solution (remote troubleshooting) and long-term solution (upgrade program)\n\nMinor improvements could include mentioning that the agent offered to send a link for checking available machines and requesting early upgrades. However, this omission doesn't significantly impact the summary's overall quality as it captures the main resolution path chosen by the employee (remote troubleshooting session).",
        "claude_score": 9.0
      }
    }
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    "predicted_text": " The call transcript involves an employee (Speaker 4) contacting the IT helpdesk for assistance with a non-compliant device issue. The employee had previously contacted the helpdesk and was provided with a link for a remote session, but the session had expired. The IT representative (Speaker 5) offers to help the employee connect to a technician for a remote session. The employee provides their email ID and a ticket number from the previous day's call. The IT representative puts the call on hold to check the ticket number and locate an available technician. After returning to the call, the IT representative guides the employee through the process of initiating a remote session using 123rescue.com and provides a PIN code. The employee struggles to run the applet as an administrator, so the IT representative provides further guidance. Eventually, the IT representative successfully initiates the remote session and transfers the session to a technician, ending 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, 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>\n The call transcript involves an employee (Speaker 4) contacting the IT helpdesk for assistance with a non-compliant device issue. The employee had previously contacted the helpdesk and was provided with a link for a remote session, but the session had expired. The IT representative (Speaker 5) offers to help the employee connect to a technician for a remote session. The employee provides their email ID and a ticket number from the previous day's call. The IT representative puts the call on hold to check the ticket number and locate an available technician. After returning to the call, the IT representative guides the employee through the process of initiating a remote session using 123rescue.com and provides a PIN code. The employee struggles to run the applet as an administrator, so the IT representative provides further guidance. Eventually, the IT representative successfully initiates the remote session and transfers the session to a technician, ending 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 non-compliant device, the expired remote session link, and the steps taken by the IT representative 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. The accuracy of the summary is high, as it correctly reflects 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 steps the employee had to follow to run the applet as an administrator. 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 a non-compliant device and the IT representative's efforts to assist. 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 (the employee's non-compliant device issue) and the resolution (the IT representative's assistance in initiating a remote session with a technician), achieving completeness. The only potential improvement could be slightly more detail on the initial issue's context, but given the constraints, the summary does an excellent job of capturing the essential elements of the call.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the core issue (non-compliant device)\n2. Mentions previous unsuccessful attempt\n3. Details the process of establishing remote connection\n4. Accurately describes the sequence of events\n5. Includes relevant details about troubleshooting steps\n\nThe summary is well-structured and flows logically from problem identification to resolution steps. It maintains conciseness while including essential information. The language is clear and professional.\n\nMinor improvements could include:\n- Mentioning the initial IVR menu context\n- Including the specific timing details of the previous day's expired link (11:00-11:40)\n- Noting that the remote session process had to be repeated twice\n\nHowever, these are minor details that don't significantly impact the summary's effectiveness. The summary successfully captures the main narrative and resolution process, making it a highly effective representation of the call transcript.",
        "claude_score": 9.0
      }
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    "predicted_text": " The employee, Speaker 3, calls the IT helpdesk for assistance with a locked account. After providing their personnel number and confirming their email address, they explain that they are unable to log into their laptop. The IT helpdesk agent, Speaker 2, confirms that the account is locked and initiates a verification process by sending a code to the employee's phone number. After successful verification, the agent informs the employee that the account will be unlocked in 30 minutes due to system replication time. The employee expresses concern about the delay, but the agent explains that the process cannot be expedited. The agent then asks if the employee knows their password, to which the employee confirms they have both their PIN and password. The call ends with the agent updating the employee's ticket and informing them they may receive a survey through email.",
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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>\n The employee, Speaker 3, calls the IT helpdesk for assistance with a locked account. After providing their personnel number and confirming their email address, they explain that they are unable to log into their laptop. The IT helpdesk agent, Speaker 2, confirms that the account is locked and initiates a verification process by sending a code to the employee's phone number. After successful verification, the agent informs the employee that the account will be unlocked in 30 minutes due to system replication time. The employee expresses concern about the delay, but the agent explains that the process cannot be expedited. The agent then asks if the employee knows their password, to which the employee confirms they have both their PIN and password. The call ends with the agent updating the employee's ticket and informing them they may receive a survey through 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 locked account issue, the verification process, and the expected resolution time. It maintains relevance by focusing on the key interactions between the employee and the helpdesk 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 misleading content. However, the summary omits some minor details, such as the employee's request for an expedited process and the agent's explanation about the system's limitations. 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 locked account and the IT 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 states the key events and information from the call transcript, including the employee's issue, the verification process, 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, such as the employee's concern about the delay and the agent's explanation of the system replication time. Nevertheless, the summary provides a good overview of the call transcript and effectively conveys the main points.",
        "llama_score": 8.0,
        "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 account lockout issue and resolution process.\n3. Coherence: The summary follows a logical flow from problem identification through verification to resolution.\n4. Accuracy: The details match the transcript precisely, including the 30-minute wait time and the verification process.\n5. Completeness: It covers the main concern (locked account), the verification steps, the solution (account unlock), and the timing constraints. However, it could have mentioned that the employee specifically mentioned needing access to their cloud PC for client work, which adds context to their urgency.\n\nWhile nearly perfect, the minor omission of the cloud PC context and its importance to the user's urgency keeps it just shy of a perfect score.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "9819a6d6-d2a4-4416-a54e-ab8d81e8cf80",
    "train_trial_index": 0,
    "predicted_text": " The employee (Speaker 3) contacted the IT helpdesk (Speaker 2) due to an issue with their PIN, which was not working when trying to sign in to their computer. The agent asked the employee to perform a hard reboot by unplugging all cables and holding the power button for 30 seconds to one minute. After reconnecting the cables and attempting to log in again, the employee still encountered the same issue. The agent then discovered that the employee was not passwordless and attempted to reset their password so they could log in using a password instead of a PIN. The employee was guided through the process of resetting their password on their phone and was then able to log in to their computer using the new password. The agent closed the ticket and asked the employee to provide feedback via a survey.",
    "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>\n The employee (Speaker 3) contacted the IT helpdesk (Speaker 2) due to an issue with their PIN, which was not working when trying to sign in to their computer. The agent asked the employee to perform a hard reboot by unplugging all cables and holding the power button for 30 seconds to one minute. After reconnecting the cables and attempting to log in again, the employee still encountered the same issue. The agent then discovered that the employee was not passwordless and attempted to reset their password so they could log in using a password instead of a PIN. The employee was guided through the process of resetting their password on their phone and was then able to log in to their computer using the new password. The agent closed the ticket and asked the employee to provide 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, focusing on the issue with the PIN and the steps taken to resolve it. It is relevant, sticking to the main topic of the call without extraneous details. The structure and flow are clear, making it easy to follow the sequence of events. The information is accurate, correctly reflecting the steps taken during the call, including the hard reboot and password reset process. However, it misses some minor details, such as the initial troubleshooting steps and the specific instructions given for the password reset process. Overall, it provides a fair description of the main problem and resolution.",
        "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 their PIN and the agent's resolution. 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. It does not mention the employee's initial status as passwordless and the issues they faced when trying to add a password, which are important details in understanding the full context of the problem. Despite this, the summary still provides a fair description of the main problem and resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Accurately describes the initial problem (PIN not working)\n2. Includes the first troubleshooting step (hard reboot)\n3. Correctly explains the resolution process (password reset)\n4. Mentions the final outcome (successful login)\n\nHowever, there are a few minor issues:\n- Misses some context about the employee's initial passwordless status and their previous attempts to fix the issue\n- Doesn't mention that the employee had already tried restarting multiple times before calling\n- Slightly oversimplifies the confusion between passwordless and password states\n\nThe summary maintains good coherence, following a logical progression from problem to solution. It's concise while including the most relevant information. The accuracy is strong for the included information, though some context is missing. Overall, it's a solid summary that achieves its main purpose of conveying the key points of the interaction, with only minor omissions.",
        "claude_score": 8.0
      }
    }
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  {
    "instance_id": "4aa0d3a1-f140-4d1a-b796-472b75d46854",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves an employee seeking help from the IT helpdesk to uninstall and reinstall Citrix Workspace on their Accenture-provided laptop. The employee is guided to a remote session where the helpdesk agent attempts to uninstall the software but encounters an issue. The agent then downloads the new installer and runs it as an administrator. However, the installation process encounters an error, prompting the agent to put the call on hold to consult with the support team. The agent suggests continuing the conversation via chat and ending the call while staying connected in the remote session. The transcript ends with the employee agreeing to this arrangement.",
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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>\n The call transcript involves an employee seeking help from the IT helpdesk to uninstall and reinstall Citrix Workspace on their Accenture-provided laptop. The employee is guided to a remote session where the helpdesk agent attempts to uninstall the software but encounters an issue. The agent then downloads the new installer and runs it as an administrator. However, the installation process encounters an error, prompting the agent to put the call on hold to consult with the support team. The agent suggests continuing the conversation via chat and ending the call while staying connected in the remote session. The transcript ends with the employee agreeing to this arrangement.\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 key events: the employee's request, the remote session, the issue encountered, and the resolution plan. \n\nIn terms of relevance, the summary focuses on the main topic of uninstalling and reinstalling Citrix Workspace, which is appropriate.\n\nThe coherence of the summary is good; it has a clear structure and logical flow, making it easy to follow.\n\nAccuracy is mostly maintained, but there are minor details that could be more precise. For example, the summary mentions \"the installation process encounters an error,\" but the transcript indicates that the error occurred during the uninstallation process.\n\nCompleteness is somewhat lacking. The summary does not mention the initial high call volume and phishing issue announcement, which, while not directly related to the main problem, sets the context for the call. Additionally, the summary could have included the specific steps the agent took, such as asking for personnel details and guiding the employee to 123rescue.com.\n\nOverall, the summary is strong but could be improved with more attention to detail and completeness.",
        "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 uninstalling and reinstalling Citrix Workspace. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. The information presented is factually correct, ensuring accuracy. However, the summary could be improved in terms of completeness. While it mentions the main problem and the steps taken by the helpdesk agent, it does not explicitly state the final resolution of the issue, as the call was ended and the conversation was to be continued via chat. Despite this, the summary provides a fair description of the main concerns and the actions taken during the call.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Correctly identifies the main issue (Citrix reinstallation)\n2. Accurately describes the process (remote session, uninstall attempt, admin rights)\n3. Captures the progression of events (error encountered, consultation needed)\n4. Includes the resolution approach (continuing via chat)\n\nThe summary is concise while maintaining essential details and follows a logical flow. It's factually accurate and doesn't include misleading information. However, it could have mentioned the initial IVR navigation and authentication process, though these are less critical to the main narrative. The summary also doesn't specify that the uninstallation appeared successful but the software was still showing up in the system, which was an interesting technical detail. Despite these minor omissions, the summary effectively conveys the key aspects of the interaction and maintains good coherence throughout.",
        "claude_score": 8.0
      }
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    "predicted_text": " The company's IT helpdesk received a call from an employee who was locked out of their Windows laptop and needed the BitLocker recovery key. The IT representative confirmed the employee's identity through a verification process involving their cell phone number and personnel number. After verification, the representative provided the employee with a 45-character BitLocker recovery key, which the employee wrote down. The representative informed the employee that this key was permanent and could be used if they encountered the same issue in the future. The representative then resolved the ticket in their system and sent a survey to the employee for feedback.",
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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, 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>\n The company's IT helpdesk received a call from an employee who was locked out of their Windows laptop and needed the BitLocker recovery key. The IT representative confirmed the employee's identity through a verification process involving their cell phone number and personnel number. After verification, the representative provided the employee with a 45-character BitLocker recovery key, which the employee wrote down. The representative informed the employee that this key was permanent and could be used if they encountered the same issue in the future. The representative then resolved the ticket in their system and sent a survey to the employee for 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 effectively conveys the main points of the call, including the employee being locked out of their laptop, the verification process, and the provision of the BitLocker recovery key. It is relevant to the main topic and maintains a clear structure and flow, making it easy to understand. The information is factually correct and does not contain any misleading details. However, the summary omits some minor details, such as the specific error message seen by the employee and the asset tag verification step. These details, while not critical, add to the completeness of the summary. 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 their laptop and the IT representative's resolution. 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, indicating accuracy. However, the summary could be considered slightly incomplete as it does not mention the initial automated messages and the high call volume due to performance issues with another system, but these points are not crucial to the main problem and resolution of the call. Overall, the summary does a good job of capturing the essence of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Clearly states the main issue (laptop lockout requiring BitLocker recovery key)\n2. Accurately describes the verification process\n3. Mentions the 45-character recovery key provision\n4. Includes the important detail about key permanence\n5. Notes the ticket resolution and survey follow-up\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining all crucial information. It's structured logically, flowing from problem identification through resolution. The information is accurate, with no factual errors or misrepresentations. It's coherent and easy to follow.\n\nMinor improvement could include mentioning the asset tag verification step, but this doesn't significantly impact the summary's quality. The summary successfully balances brevity with informativeness, making it highly effective for documenting the interaction.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "05fcef78-ef0c-4360-89fd-b993563ae2da",
    "train_trial_index": 0,
    "predicted_text": " The call begins with the employee trying to reach the IT helpdesk for assistance with installing a software add-on for Primavera P6. The employee is initially met with a high call volume due to performance issues with the company's key. After waiting, the employee is connected with a helpdesk agent who asks for their personnel number and enterprise ID. The agent then initiates a remote session to assist with the software installation. The agent guides the employee through the installation process, and once completed, the agent closes the ticket and encourages the employee to provide feedback via a survey. The call ends with the agent wishing the employee a great weekend.",
    "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 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>\n The call begins with the employee trying to reach the IT helpdesk for assistance with installing a software add-on for Primavera P6. The employee is initially met with a high call volume due to performance issues with the company's key. After waiting, the employee is connected with a helpdesk agent who asks for their personnel number and enterprise ID. The agent then initiates a remote session to assist with the software installation. The agent guides the employee through the installation process, and once completed, the agent closes the ticket and encourages the employee to provide feedback via a survey. The call ends with the agent wishing the employee a great 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 employee's need for assistance with software installation and the steps taken by the helpdesk agent. It is relevant, focusing on the main topic of the call. The structure and flow are coherent, making it easy to follow. However, there are some inaccuracies and omissions. The summary mentions \"performance issues with the company's key,\" which is not clearly explained in the transcript. Additionally, the summary does not mention the specific software \"Schedule Analyzer\" or the detailed steps the agent took to assist the employee, such as using 123rescue.com for remote access. These details are important for completeness. Overall, the summary captures the essence of the call but lacks some specific details and has minor inaccuracies.",
        "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 employee's issue with installing a software add-on 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 states the employee's issue, the agent's actions, and the resolution of the ticket. However, it does not mention the initial automated messages and the employee's lack of personnel number, which are minor details.\n\nRegarding completeness, the summary covers the main problem (installing the software add-on) and the resolution (successful installation and ticket closure). However, it does not mention the employee's initial uncertainty about the personnel number and the agent's request for phonetic spelling of the enterprise ID.\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 while maintaining brevity. It accurately describes the purpose (installing Schedule Analyzer software), the process (remote session), and the resolution. The information flows logically from initial contact to resolution. However, there are a few minor issues:\n\n1. The mention of \"high call volume due to performance issues with the company's key\" is somewhat tangential as it wasn't related to the caller's specific issue.\n\n2. Some specific details could have been included, such as the use of 123rescue.com for remote access and that the software was specifically a Schedule Analyzer.\n\n3. The resolution could have been more explicit about the successful installation and verification.\n\nDespite these minor points, the summary maintains good coherence, stays relevant to the main topic, and accurately represents the interaction. It provides enough context for understanding the nature of the call while remaining concise. The progression from problem presentation to resolution is clear and logical.",
        "claude_score": 8.0
      }
    }
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  {
    "instance_id": "b3926aed-70fe-4156-91da-97ad8a4a46e6",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves an Accenture employee, who is calling on behalf of their managing director, inquiring about a previously raised ticket regarding a slow laptop. The IT helpdesk representative confirms the ticket number and informs the caller that troubleshooting has been done, but there are no new updates yet. The representative advises the caller to follow up with the managing director to confirm if the issue has been resolved. The call also mentions a separate issue with my key, causing users to be directed to a \"gone fishing\" page upon login, which the team is actively working to resolve.",
    "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: 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>\n The call transcript involves an Accenture employee, who is calling on behalf of their managing director, inquiring about a previously raised ticket regarding a slow laptop. The IT helpdesk representative confirms the ticket number and informs the caller that troubleshooting has been done, but there are no new updates yet. The representative advises the caller to follow up with the managing director to confirm if the issue has been resolved. The call also mentions a separate issue with my key, causing users to be directed to a \"gone fishing\" page upon login, which the team is actively working to resolve.\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 inquiry about the slow laptop and the status of the ticket. It also mentions the separate issue with \"my key,\" which is relevant to the context of the call. The structure and flow are clear, making it easy to understand. However, the summary could be slightly misleading as it mentions the \"my key\" issue as part of the main call, whereas it was part of the automated messages at the beginning. Additionally, the summary does not mention the specific troubleshooting steps discussed (e.g., clearing cache, unchecking IPv6), which could be relevant for completeness. Overall, the summary is mostly accurate but could be improved in terms of completeness and relevance.",
        "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 main topic of the call, which is the inquiry about the previously raised ticket regarding a slow laptop. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand and follow.\n\nThe summary is accurate, factually correct, and does not contain false or misleading information. It also provides a fair description of the main problems and resolutions based on the original call transcript, making it complete.\n\nHowever, the mention of the separate issue with \"my key\" could be considered slightly tangential, as it is not directly related to the main topic of the call. Nevertheless, it is still relevant to the overall context of the call and does not detract from the main points.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the main elements of the call:\n1. Correctly identifies the caller (Accenture employee) and purpose (inquiring about MD's laptop ticket)\n2. Accurately describes the ticket status and resolution (troubleshooting done, no new updates)\n3. Includes the follow-up action (caller to check with MD)\n4. Mentions the separate system issue with \"my key\"\n\nHowever, there are a few areas for improvement:\n1. The inclusion of the \"my key\" issue, while present in the transcript, was just an automated message and not relevant to the main conversation\n2. Could have mentioned specific troubleshooting steps taken (Chrome cache clearing, IPv6 check)\n3. The structure is slightly disjointed by including the unrelated \"my key\" issue at the end\n\nThe summary is generally concise, accurate, and covers the main points, but the inclusion of the irrelevant system message and omission of specific troubleshooting details prevents it from being perfect.",
        "claude_score": 8.0
      }
    }
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    "predicted_text": " The call transcript involves a new joiner, identified as Speaker 4, contacting the IT helpdesk for assistance with multi-factor authentication (MFA) setup. Speaker 4 is experiencing issues logging into the system and is directed to a \"gone fishing\" page. The IT helpdesk, represented by Speaker 3, informs Speaker 4 that the team is actively working to resolve the issue and there's no need to log additional tickets. Speaker 4 provides their personnel number and email, and Speaker 3 confirms that their request for MFA has been approved. However, Speaker 4 needs to provide the ticket number for verification. After some delay, Speaker 4 manages to obtain the ticket number and the name of the manager who approved the request. Speaker 3 then provides a temporary access password for Speaker 4 to set up MFA on their Microsoft Authenticator app. After successfully setting up MFA, Speaker 4 is able to log into the system using the app instead of a password. Speaker 3 tags the ticket as solved and informs Speaker 4 that they may receive a survey via email for feedback.",
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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>\n The call transcript involves a new joiner, identified as Speaker 4, contacting the IT helpdesk for assistance with multi-factor authentication (MFA) setup. Speaker 4 is experiencing issues logging into the system and is directed to a \"gone fishing\" page. The IT helpdesk, represented by Speaker 3, informs Speaker 4 that the team is actively working to resolve the issue and there's no need to log additional tickets. Speaker 4 provides their personnel number and email, and Speaker 3 confirms that their request for MFA has been approved. However, Speaker 4 needs to provide the ticket number for verification. After some delay, Speaker 4 manages to obtain the ticket number and the name of the manager who approved the request. Speaker 3 then provides a temporary access password for Speaker 4 to set up MFA on their Microsoft Authenticator app. After successfully setting up MFA, Speaker 4 is able to log into the system using the app instead of a password. Speaker 3 tags the ticket as solved and informs Speaker 4 that they may receive a survey via email for 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 fairly concise and captures the main points of the call, including the issue with multi-factor authentication (MFA) setup, the need for a ticket number, and the resolution process. However, it could be more concise by omitting some repetitive or less critical details. The relevance is high as it focuses on the main topic of the call. The coherence is good, with a clear structure and logical flow of ideas. The accuracy is mostly correct, but it misses some minor details such as the specific instructions given by Speaker 3 and the temporary access password. The completeness is adequate, covering the main problems and resolutions, but it could include more specific steps taken during the call for a fuller picture.",
        "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 call, which is the setup of multi-factor authentication for a new joiner. 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 glosses over some of the details, such as the initial issues with the \"gone fishing\" page and the multiple holds and delays during the call. Nevertheless, it provides a fair description of the main problems and resolutions.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript. However, it could be improved with a bit more detail to make it more comprehensive.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the context (new joiner needing MFA setup)\n2. Mentions initial system issues (gone fishing page)\n3. Covers the verification process (personnel number, ticket number, manager approval)\n4. Details the MFA setup process with Microsoft Authenticator\n5. Includes resolution and follow-up (survey mention)\n\nThe summary maintains good coherence, following a logical progression from problem identification to resolution. It's concise while including relevant details and accurately represents the conversation flow. However, it could have mentioned a few additional important details:\n- The discussion about browser compatibility issues\n- The clarification about not being able to access on personal computer\n- The specific instruction to use Microsoft Edge on mobile device\n\nDespite these minor omissions, the summary provides a complete picture of the main problem and its resolution, making it highly effective for understanding the interaction.",
        "claude_score": 9.0
      }
    }
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    "train_trial_index": 0,
    "predicted_text": " The call transcript involves a user, ######, experiencing issues with submitting their timesheet on MyTE. They receive an error message stating that the cost collector has been closed. ###### contacts the IT helpdesk for assistance. The helpdesk agent, June, confirms the issue and puts the user on hold to check resources. After consulting with support, June informs ###### that there is no reported downtime with MyTE and that the issue seems to be personal. June advises ###### to reach out to their manager, people lead, and the owner of the WBS for assistance. ###### confirms that they have already contacted the WBS owner, who confirmed that the WBS is currently active. June then informs ###### that they will reassign the ticket to higher support and continue communication through Teams.",
    "base64_images": [],
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      "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 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>\n The call transcript involves a user, ######, experiencing issues with submitting their timesheet on MyTE. They receive an error message stating that the cost collector has been closed. ###### contacts the IT helpdesk for assistance. The helpdesk agent, June, confirms the issue and puts the user on hold to check resources. After consulting with support, June informs ###### that there is no reported downtime with MyTE and that the issue seems to be personal. June advises ###### to reach out to their manager, people lead, and the owner of the WBS for assistance. ###### confirms that they have already contacted the WBS owner, who confirmed that the WBS is currently active. June then informs ###### that they will reassign the ticket to higher support and continue communication through 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 captures the main issue of the call, which is the user's difficulty in submitting their timesheet due to a cost collector error. It mentions the key steps taken by the helpdesk agent, June, including confirming the issue, putting the user on hold, and advising them to contact their manager, people lead, and WBS owner. The summary also notes that the WBS owner confirmed the WBS is active and that the ticket will be reassigned to higher support.\n\nHowever, the summary misses some details that could enhance completeness, such as the user's attempts to resolve the issue before contacting the helpdesk and the specific error message received. Additionally, the summary could better emphasize the user's frustration and the multiple holds during the call.\n\nOverall, the summary is relevant, coherent, and mostly accurate but 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 user's issue with submitting their timesheet on MyTE and the helpdesk's response. 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 error message, the steps taken by the helpdesk agent, and the resolution to reassign the ticket to higher support. However, it slightly misrepresents the sequence of events and omits some details, such as the initial automated messages and the user's confirmation of reaching out to their manager. \n\nRegarding completeness, the summary covers the main problem and the proposed resolution but lacks some specifics, such as the exact error message and the detailed interactions between the user and the helpdesk agent.\n\nConsidering these factors, the summary is generally well-written but has minor issues with accuracy and completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main elements of the call:\n1. Accurately identifies the core issue (timesheet submission error with cost collector)\n2. Includes key participants (user and June from helpdesk)\n3. Captures the progression of troubleshooting steps\n4. Notes the final resolution (escalation to higher support)\n\nHowever, there are a few areas for improvement:\n- Doesn't mention that other team members can submit their timesheets successfully\n- Omits the initial transfer from Accenture People Line\n- Could be more concise by removing some redundant details\n- Doesn't mention the verification steps (personnel number, enterprise ID)\n\nOverall, the summary maintains good coherence, follows a logical flow, and includes the most relevant information while remaining factually accurate. The resolution path is clearly explained, though some context details are missing. The length is appropriate for the content being summarized.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "90ef549a-8964-4ab6-99f3-061bc3e2d178",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves an Accenture employee (Speaker 5) contacting the IT helpdesk (Speaker 3) due to an issue with accessing Accenture sites and resources. The employee receives an error message stating their sign-in was successful, but they did not meet the criteria to access the resources. The helpdesk representative identifies that the employee's laptop is not compliant under conditional access and initiates a remote session to resolve the issue. After running the support log main rescue file as an administrator, the employee is transferred to Level 2 tech support for further assistance. The call ends with the employee continuing communication with Level 2 tech support through a chat box.",
    "base64_images": [],
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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, 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>\n The call transcript involves an Accenture employee (Speaker 5) contacting the IT helpdesk (Speaker 3) due to an issue with accessing Accenture sites and resources. The employee receives an error message stating their sign-in was successful, but they did not meet the criteria to access the resources. The helpdesk representative identifies that the employee's laptop is not compliant under conditional access and initiates a remote session to resolve the issue. After running the support log main rescue file as an administrator, the employee is transferred to Level 2 tech support for further assistance. The call ends with the employee continuing communication with Level 2 tech support through a chat box.\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 Accenture sites, the identification of the laptop's non-compliance, and the initiation of a remote session. It also mentions the transfer to Level 2 tech support, which is relevant to the main topic. The structure and flow are clear, making it easy to understand. However, the summary omits some details, such as the specific steps taken during the remote session and the repeated attempts to run the support file. These details could provide a more complete picture of the troubleshooting process. Overall, the summary is accurate and relevant but could be slightly more detailed for completeness.",
        "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 access issue and the helpdesk's efforts to resolve it. 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. However, the summary could be considered somewhat incomplete as it glosses over the initial automated messages and the specifics of the compliance issue, but it does capture the essence of the problem and the steps taken towards resolution. Overall, the summary strikes a good balance between brevity and detail.\n\nGiven these considerations, the summary scores well across the criteria, with minor deductions for completeness. It effectively communicates the core issue and resolution process, making it a useful summary for anyone needing to quickly understand the call's content.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (access problems due to compliance)\n2. Includes the helpdesk's diagnosis (laptop tagged as non-compliant)\n3. Describes the solution process (remote session setup and transfer to Level 2 support)\n4. Maintains logical flow and clear structure\n\nThe summary is concise while including all essential information. It's coherent and easy to follow, avoiding unnecessary technical details like specific codes or redundant dialogue. The information is accurate and matches the transcript without any misrepresentations.\n\nMinor improvements could include mentioning that the issue specifically affected Microsoft Teams and Microsoft services, and that this was potentially part of a broader system issue (as mentioned in the initial automated message about \"my key\" performance issues).\n\nOverall, the summary performs very well across all evaluation criteria, with only minimal room for improvement in completeness.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "b76308f7-3929-4fb5-bf7b-edb759a97fa2",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk received a call from an employee who was experiencing issues with their Mac. The employee reported a pop-up on their computer asking them to register their device, which was preventing them from logging into company applications. The IT helpdesk agent initiated a remote session to assist with device registration. After troubleshooting, the agent was unable to resolve the issue and decided to check with their resources for a solution. The agent suggested continuing communication remotely via chat while they investigated the issue further.",
    "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 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>\n The company's IT helpdesk received a call from an employee who was experiencing issues with their Mac. The employee reported a pop-up on their computer asking them to register their device, which was preventing them from logging into company applications. The IT helpdesk agent initiated a remote session to assist with device registration. After troubleshooting, the agent was unable to resolve the issue and decided to check with their resources for a solution. The agent suggested continuing communication remotely via chat while they investigated the issue 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, including the issue with the Mac, the pop-up for device registration, and the steps taken by the IT helpdesk agent. It is relevant to the main topic and maintains a clear structure and flow, making it easy to understand. The information is factually correct and does not contain any misleading details. However, the summary could be more complete by including specific details such as the use of 123rescue.com for the remote session and the specific troubleshooting steps taken (e.g., clearing history, entering login password). These details would provide a fuller picture of the interaction and the troubleshooting process.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue and the steps taken by the IT helpdesk agent to resolve it. The information presented is relevant to the main topic, and the structure is clear and easy to follow. The summary accurately reflects the events of the call transcript, with no false or misleading information. However, the summary could be considered incomplete as it does not mention the employee's previous attempts to resolve the issue, such as the keychain reset done on Monday. Additionally, the summary does not provide a clear resolution to the issue, but this is because the call transcript itself does not provide a clear resolution. 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 core issue (device registration pop-up preventing access) and the basic flow of the interaction (remote session attempt and eventual escalation). It's concise while maintaining clarity and relevance. However, there are some missing important details:\n1. It doesn't mention that a previous attempt to fix this issue was made on Monday\n2. It omits the specific troubleshooting steps attempted (clearing history, keychain reset)\n3. It doesn't mention the authentication/authorization challenges encountered during troubleshooting\n4. It doesn't indicate that the issue remained unresolved despite attempts\n\nThe summary is accurate in what it does include and maintains good coherence in its presentation. The flow is logical and easy to follow. While it captures the general situation and outcome, the omission of key details about previous attempts and specific challenges makes it somewhat incomplete. These details would have provided important context about the recurring nature of the problem.",
        "claude_score": 7.0
      }
    }
  },
  {
    "instance_id": "9b42592c-ab1b-4add-8e2f-74761bfe6134",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk for assistance in setting up Teams on their new phone. They had previously registered their phone through the security login but were unable to proceed with the Teams setup as there was no option to enter the code provided by the Authenticator app. The helpdesk agent guided the employee through the process of setting up passwordless sign-in using a temporary access pass and the Authenticator app. The employee was then instructed to install the Intune Company Portal app from the Apple Store and log in using the code displayed on the screen. After reopening Teams, the employee was able to log in with their Accenture account. However, they encountered an issue with the organization not protecting its data on the site, which required a phone restart. The agent clarified that only the application needed to be restarted. The employee then proceeded to change their phone's lock screen PIN to 8 digits as required by the system. The agent put the call on hold to create a ticket for the incident.",
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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, 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>\n The employee called the IT helpdesk for assistance in setting up Teams on their new phone. They had previously registered their phone through the security login but were unable to proceed with the Teams setup as there was no option to enter the code provided by the Authenticator app. The helpdesk agent guided the employee through the process of setting up passwordless sign-in using a temporary access pass and the Authenticator app. The employee was then instructed to install the Intune Company Portal app from the Apple Store and log in using the code displayed on the screen. After reopening Teams, the employee was able to log in with their Accenture account. However, they encountered an issue with the organization not protecting its data on the site, which required a phone restart. The agent clarified that only the application needed to be restarted. The employee then proceeded to change their phone's lock screen PIN to 8 digits as required by the system. The agent put the call on hold to create a ticket for the incident.\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 concise and captures the main points of the call, including the employee's issue with setting up Teams, the steps taken by the helpdesk agent, and the resolution process. However, it could be more concise by omitting some repetitive details. The relevance is high as it focuses on the main topic of setting up Teams and the issues encountered. The coherence is good, with a clear structure and logical flow of ideas. The accuracy is mostly correct, but there are minor inaccuracies, such as the employee needing to restart the phone, which was clarified to be just the application. The completeness is adequate, covering the main problems and resolutions, but it could include more details about the final resolution and whether the issue was fully resolved.",
        "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 Teams on their new phone 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 is factually correct, matching the information presented in the call transcript. It also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, there are a few minor details that could be improved. For example, the summary mentions that the employee encountered an issue with the organization not protecting its data on the site, which required a phone restart. While this is true, it could be clarified that the agent instructed the employee to restart only the application, not the entire phone.\n\nOverall, the summary is well-written 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. Main issue: Teams setup on new phone\n2. Context: Employee needs it due to potential hurricane evacuation\n3. Solution steps: Temporary access pass, Authenticator setup, Intune portal installation\n4. Subsequent challenges: PIN requirements\n5. Final outcome: Call put on hold for ticket creation\n\nThe summary maintains good coherence, presenting events in chronological order. It's concise while including relevant details. The information is accurate, matching the transcript without misrepresentation. However, there are two minor issues:\n1. The summary could have mentioned the urgency context (hurricane preparation) earlier\n2. The PIN issue wasn't fully resolved in the transcript, but the summary implies more resolution than actually occurred\n\nDespite these small issues, the summary provides a comprehensive overview of the interaction, maintaining clarity and including all crucial technical steps and challenges encountered.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c283d245-d200-483f-b685-d53704bda1d1",
    "train_trial_index": 0,
    "predicted_text": " The employee calls the IT helpdesk for assistance with transferring their personal cell phone to a corporate plan. The helpdesk agent requests the employee's personnel number and email address for verification. The employee explains they want to transfer their personal line to a corporate account so that the company pays the bill. The agent shares a link to the process but the employee is unsure about the required WBS code. The agent explains that the WBS code is a project code used for monthly billing and suggests the employee ask their financial officer for the code. The employee is unsure who their financial officer is, but thanks the agent for their help.",
    "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>\n The employee calls the IT helpdesk for assistance with transferring their personal cell phone to a corporate plan. The helpdesk agent requests the employee's personnel number and email address for verification. The employee explains they want to transfer their personal line to a corporate account so that the company pays the bill. The agent shares a link to the process but the employee is unsure about the required WBS code. The agent explains that the WBS code is a project code used for monthly billing and suggests the employee ask their financial officer for the code. The employee is unsure who their financial officer is, but thanks 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, making it brief and to the point. It focuses on the relevant information about the employee's request to transfer their personal cell phone to a corporate plan and the subsequent discussion about the WBS code. The structure and flow of ideas are clear, making it easy to understand and follow. The information presented is accurate and factually correct, with no misleading details. However, the summary omits some minor details, such as the initial high call volume message and the agent's offer to message on Teams, which could provide a more complete picture of the interaction. Overall, the summary provides a fair description of the main concerns and resolutions discussed in 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 request to transfer their personal cell phone to a corporate plan. 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 considered incomplete as it does not mention the initial automated messages and the agent's apology for the delay, but these are not crucial to the main topic. Overall, the summary effectively captures the main points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the conversation:\n1. Conciseness: Efficiently condenses the interaction while maintaining essential details\n2. Relevance: Focuses on the main topic (phone plan transfer) without including unnecessary IVR menu details\n3. Coherence: Presents information in a logical sequence from initial request through to the WBS code challenge\n4. Accuracy: Correctly represents the conversation details, including the need for WBS code and suggestion to contact financial officer\n5. Completeness: Covers both the initial request and the unresolved conclusion regarding WBS code\n\nMinor improvements could include mentioning that the agent offered to message via Teams for further assistance. However, this is a relatively minor detail. The summary successfully captures the core interaction, the main challenge (WBS code requirement), and the suggested solution, while maintaining clarity and brevity.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "741ead94-3351-4d0d-8bbf-56ab0f2b77cd",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk for assistance with accessing the MyT&E site to submit their time card. They were experiencing a \"site temporarily unavailable\" error. The IT representative apologized for the inconvenience and initiated a remote session to troubleshoot the issue. After checking the MyT&E site and finding no issues, the representative cleared the cache and cookies on the employee's browser. This resolved the issue, and the employee was able to access the site. The IT representative advised the employee to clear the cache and cookies in the future if the issue reoccurred. The ticket was tagged as resolved, and the employee was asked to complete a survey regarding their experience.",
    "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 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>\n The employee called the IT helpdesk for assistance with accessing the MyT&E site to submit their time card. They were experiencing a \"site temporarily unavailable\" error. The IT representative apologized for the inconvenience and initiated a remote session to troubleshoot the issue. After checking the MyT&E site and finding no issues, the representative cleared the cache and cookies on the employee's browser. This resolved the issue, and the employee was able to access the site. The IT representative advised the employee to clear the cache and cookies in the future if the issue reoccurred. The ticket was tagged as resolved, and the employee was asked to complete a survey regarding their experience.\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 site, 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 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 steps to gather the employee's information and the specific error message seen. 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 site and the IT representative's resolution. The summary has a clear structure, starting with the problem, describing the troubleshooting steps, 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 its resolution, making it complete. However, some minor details, such as the employee's attempts to access the site over three days, are omitted, but these do not detract from the overall understanding of the issue and its resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the problem (MyT&E site access issue)\n2. Accurately describes the error message\n3. Includes the troubleshooting steps taken (remote session, cache/cookies clearing)\n4. Mentions the resolution and preventive advice\n5. Notes the final outcome (ticket resolution and survey request)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining all crucial information. It follows a logical flow from problem identification to resolution. The information is accurate, with no misrepresentations of the conversation. It maintains relevance by focusing on the technical issue and its resolution, excluding superfluous details like ID verification steps.\n\nThe only minor omission is that the issue had been occurring for three days before the call, which could be relevant context. However, this doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "ac63c76b-dd68-4931-9861-08dfe7974965",
    "train_trial_index": 0,
    "predicted_text": " The caller, an employee of the company, has been trying to get their case escalated for local IT support but hasn't received a call back in over 24 hours. They've called multiple times and have an active ticket assigned to the local tech support. The IT helpdesk agent confirms the ticket and reaches out to their back-end support to contact the assigned technician. The agent promises to expedite the ticket and reach out to the technician. The agent also sends a message to the caller in Teams for further updates. The caller is advised to contact the agent again if the technician doesn't reach out.",
    "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.  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>\n The caller, an employee of the company, has been trying to get their case escalated for local IT support but hasn't received a call back in over 24 hours. They've called multiple times and have an active ticket assigned to the local tech support. The IT helpdesk agent confirms the ticket and reaches out to their back-end support to contact the assigned technician. The agent promises to expedite the ticket and reach out to the technician. The agent also sends a message to the caller in Teams for further updates. The caller is advised to contact the agent again if the technician doesn't reach out.\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 caller's issue with not receiving a callback from local IT support and the steps the helpdesk agent took to address the problem. 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 transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the specific actions the agent took, such as putting the caller on hold multiple times and the assurance given to the caller about expediting the ticket. 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 is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the caller's issue and the IT helpdesk agent's actions to resolve it. 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 information from the call transcript. It also provides a fair description of the main problems and resolutions, making it complete. The summary mentions the caller's issue, the agent's actions to escalate the ticket, and the resolution to expedite the ticket and contact the assigned technician.\n\nHowever, the summary could be improved by including more specific details, such as the agent's name and the exact steps taken to resolve the issue. Nevertheless, the summary effectively conveys the main points of the call transcript and provides a clear understanding of the issue and its resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core issue - the caller's frustration with lack of local IT support response after 24+ hours. It accurately presents the key points of the interaction: multiple previous calls, existing ticket status, and the agent's actions to expedite the matter. The summary maintains good coherence, presenting events in a logical sequence from problem to attempted resolution. It's concise while including all crucial details, avoiding unnecessary information from the transcript's initial IVR system and verification process. The resolution - the agent's promise to expedite the ticket and establish Teams communication for follow-up - is clearly stated. The summary accurately reflects both the problem and the steps taken toward resolution. However, it could have mentioned that the caller specifically requested ticket reassignment due to the current technician's non-response, which was a key point of discussion. Despite this minor omission, the summary serves its purpose well, providing a clear, accurate, and well-structured overview of the interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "2264fa1e-9a91-4025-980b-ba3dfb3b27e7",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk received a call from an employee who was trying to set up a new phone as their authenticator app. The employee encountered an error while scanning the QR code. The IT helpdesk agent guided the employee through a remote session to resolve the issue. They first confirmed that the employee had their company laptop and then instructed them to go to 123rescue.com to download a remote access tool. After gaining access to the employee's laptop, the agent checked the MySignIn portal and found that the old device was already deleted. The agent then instructed the employee to delete the old authenticator app from their phone and re-add it. The employee was able to successfully add their new phone as their authenticator app, and the agent tagged the ticket as resolved. The employee was advised that they may receive a survey via email for feedback.",
    "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.\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>\n The company's IT helpdesk received a call from an employee who was trying to set up a new phone as their authenticator app. The employee encountered an error while scanning the QR code. The IT helpdesk agent guided the employee through a remote session to resolve the issue. They first confirmed that the employee had their company laptop and then instructed them to go to 123rescue.com to download a remote access tool. After gaining access to the employee's laptop, the agent checked the MySignIn portal and found that the old device was already deleted. The agent then instructed the employee to delete the old authenticator app from their phone and re-add it. The employee was able to successfully add their new phone as their authenticator app, and the agent tagged the ticket as resolved. The employee was advised that they may receive a survey via email for 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 effectively conveys the main points of the call, focusing on the employee's issue with setting up the authenticator app and the steps taken by the IT helpdesk agent to resolve it. The information is relevant and sticks to the main topic without unnecessary details. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to follow. It is also accurate, reflecting the key events and actions taken during the call without any false or misleading information. However, it misses some minor details, such as the specific error message encountered by the employee and the exact steps taken during the remote session. 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 setting up their new phone as an authenticator app and the IT helpdesk agent's resolution. The summary has a clear structure, making it easy to understand and follow, 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, covering the key points from the original call transcript, thereby 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 helpdesk call:\n1. Clearly states the main issue (setting up new phone authenticator)\n2. Accurately describes the troubleshooting steps (remote session, device deletion, re-adding authenticator)\n3. Includes the resolution and outcome\n4. Maintains a logical flow of events\n\nThe summary is concise while including all essential details. It's highly relevant, focusing on the core interaction without unnecessary information. The coherence is strong, with events presented in chronological order. The accuracy is excellent, with no factual errors or misrepresentations of the conversation. In terms of completeness, it covers both the problem and solution adequately.\n\nMinor improvement could be made by mentioning the specific error message the user encountered (though the user didn't remember it either) and the temporary access pass step in the resolution process. However, these are minor details that don't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c54aecfe-4a68-4fa6-829e-c5423e2a41fc",
    "train_trial_index": 0,
    "predicted_text": " The call transcript is about an employee, who recently got a new phone, struggling to set up their work accounts and apps on the new device. They have been trying to resolve this issue with the helpdesk for a while and are frustrated with the process. The helpdesk agent guides the employee through the steps to set up their accounts and apps, including generating a temporary access pass, setting up the authenticator app, and installing Teams and Outlook. The employee is able to successfully set up their accounts and apps, but expresses frustration with the lack of documentation and guidance provided for the process. The helpdesk agent reassures the employee that their device is now registered and they can use it to authenticate. The call ends with the employee expressing gratitude for the helpdesk agent's assistance.",
    "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.  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>\n The call transcript is about an employee, who recently got a new phone, struggling to set up their work accounts and apps on the new device. They have been trying to resolve this issue with the helpdesk for a while and are frustrated with the process. The helpdesk agent guides the employee through the steps to set up their accounts and apps, including generating a temporary access pass, setting up the authenticator app, and installing Teams and Outlook. The employee is able to successfully set up their accounts and apps, but expresses frustration with the lack of documentation and guidance provided for the process. The helpdesk agent reassures the employee that their device is now registered and they can use it to authenticate. The call ends with the employee expressing gratitude for the helpdesk agent's 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, which is a positive aspect. It captures the employee's frustration and the helpdesk agent's guidance through the setup process. However, it lacks some specific details that could provide a fuller picture of the interaction, such as the repeated attempts and specific issues with the authenticator app and passwordless setup. The summary is relevant and coherent, with a clear structure and flow. It is mostly accurate but could be more precise in describing the steps and issues faced. Overall, it provides a fair description but could benefit from a bit more detail to enhance completeness.",
        "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 struggles to set up their work accounts and apps on their new 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 captures the main events and issues discussed in the call transcript. However, it does not fully convey the employee's frustration and the multiple attempts they made to resolve the issue before the current call.\n\nThe summary is mostly complete, covering the main problems and resolutions, but it could have provided more context about the employee's previous attempts and the lack of documentation and guidance provided by the company.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript, but could be improved by providing more context and details about the employee's experience.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: Employee with new phone having setup issues\n2. Emotional state: Clear mention of frustration and multiple attempts\n3. Process: Covers main technical steps (temporary access, authenticator setup, app installation)\n4. Resolution: Successfully set up device and authentication\n5. Additional context: Mentions lack of documentation complaint\n\nThe summary is concise while maintaining essential details, has good flow, and accurately represents the conversation's progression. It's factually correct and doesn't misrepresent any information. The only minor improvement could be mentioning the PIN/Face ID security discussion at the end, but this isn't critical to the main narrative. The summary successfully balances technical details with the human elements of the interaction, making it both informative and relatable. The structure is logical, moving from problem to resolution, making it easy to follow.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "e204cd2a-cf97-4db6-a3b0-a8a1349ab215",
    "train_trial_index": 0,
    "predicted_text": " The call transcript begins with automated options for various IT support services. Speaker 2 attempts to guide the caller through an automated system but is interrupted by a pre-recorded message (Speaker 3) about ongoing issues with MyT, where users are being redirected to a phishing page upon login. The message assures users that the team is working on resolving the issue and no further tickets need to be logged. Speaker 4 then explains their issue: they are at the Accenture office and need to connect their client laptop to a network to access emails and content. Speaker 5 acknowledges the issue and offers assistance.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 463.0,
      "num_output_tokens": 134.0,
      "inference_runtime": 2.101393699645996,
      "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, 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>\n The call transcript begins with automated options for various IT support services. Speaker 2 attempts to guide the caller through an automated system but is interrupted by a pre-recorded message (Speaker 3) about ongoing issues with MyT, where users are being redirected to a phishing page upon login. The message assures users that the team is working on resolving the issue and no further tickets need to be logged. Speaker 4 then explains their issue: they are at the Accenture office and need to connect their client laptop to a network to access emails and content. Speaker 5 acknowledges the issue and offers 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 captures the main points of the call transcript effectively. It mentions the automated options, the pre-recorded message about MyT issues, and the specific problem faced by Speaker 4. The relevance is high as it focuses on the key issues discussed in the call. The coherence is good, with a clear structure and logical flow of ideas. However, there are minor inaccuracies: Speaker 2's role is not clearly described, and the summary does not mention the high call volume or the fact that Speaker 4's question about network connection was not fully addressed. The completeness is slightly lacking as it misses some details about the interaction between Speaker 4 and Speaker 5.",
        "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 issues discussed during 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. However, the summary could be improved in terms of completeness, as it does not mention the outcome or resolution of the caller's issue, only that Speaker 5 acknowledges the issue and offers assistance. Overall, the summary is well-written, but could benefit from a more comprehensive description of the call's outcome.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call transcript:\n1. Accurately presents the initial automated menu options\n2. Correctly includes the system message about MyT issues and phishing page\n3. Accurately describes the caller's main concern about connecting a client laptop\n4. Maintains chronological flow and logical structure\n\nHowever, there are a few areas where it could improve:\n1. Could be more concise in describing the initial menu options\n2. Doesn't mention the hold message from Speaker 2\n3. Doesn't capture the apparent communication difficulty at the end of the call\n4. Could better emphasize that no resolution was reached\n\nThe summary is generally accurate and relevant, with good coherence in presenting the sequence of events. While it covers most key points, it misses some nuances of the interaction. The length is appropriate for the content, though some details could be trimmed for better conciseness.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "1ebc846f-17fc-4048-9ca4-eb1fe09ab990",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves an employee seeking help from the IT helpdesk regarding issues with their new iPhone. The employee had previously registered their device but was unable to authenticate using the Microsoft Authenticator app, which was not providing the necessary prompt to enter a verification code. The IT helpdesk agent suggested various troubleshooting steps, including closing and reopening the Authenticator app, trying to sign in from a different site, and generating a temporary access password. Eventually, the issue was resolved by enabling phone sign-in and passwordless sign-on in the Authenticator app. The agent then closed the ticket and asked the employee to provide feedback for service improvement.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 2575.0,
      "num_output_tokens": 142.0,
      "inference_runtime": 2.7210516929626465,
      "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, 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>\n The call transcript involves an employee seeking help from the IT helpdesk regarding issues with their new iPhone. The employee had previously registered their device but was unable to authenticate using the Microsoft Authenticator app, which was not providing the necessary prompt to enter a verification code. The IT helpdesk agent suggested various troubleshooting steps, including closing and reopening the Authenticator app, trying to sign in from a different site, and generating a temporary access password. Eventually, the issue was resolved by enabling phone sign-in and passwordless sign-on in the Authenticator app. The agent then closed the ticket and asked the employee to provide feedback for service improvement.\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 key issue of the employee having trouble with the Microsoft Authenticator app and the steps taken by the IT helpdesk agent to resolve the problem. The summary is relevant and sticks to the main topic without deviating into unnecessary details. \n\nHowever, the summary could be improved in terms of coherence and completeness. It lacks some specific details that were present in the call transcript, such as the exact troubleshooting steps like using an incognito window or visiting specific sites like 123rescue.com. These details are important for understanding the full scope of the troubleshooting process. Additionally, the summary could be more structured to better reflect the sequence of events in the call.\n\nOverall, the summary is accurate but could benefit from including more specific details to provide a fuller picture of the interaction.",
        "gpt_score": 7.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It is also relevant, focusing on the employee's problem with their iPhone and the IT helpdesk's troubleshooting steps. The summary has a clear structure, starting with the problem 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. However, the summary could be considered somewhat incomplete, as it glosses over some of the intermediate troubleshooting steps and does not fully convey the employee's initial confusion and the agent's repeated requests for the employee to try different approaches. Despite this, the summary captures the essential elements of the call transcript.\n\nGiven these considerations, I would rate the summary as follows:",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (authentication problems with new iPhone)\n2. Accurately describes the specific problem (missing prompt for verification code)\n3. Includes the troubleshooting steps taken\n4. Correctly states the resolution (enabling phone sign-in and passwordless sign-on)\n5. Mentions the call conclusion (ticket closure and feedback request)\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 is accurate and matches the transcript's content. The only minor improvement could be mentioning that the user expressed concern about the solution's permanence (\"it did that this morning, and then it ran out\"), but this is a relatively minor detail. The summary successfully balances brevity with informativeness while maintaining clarity and accuracy.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "366d033a-cd30-4389-bbc8-52c8b949e009",
    "train_trial_index": 0,
    "predicted_text": " The employee, Speaker 5, calls the IT helpdesk for assistance with an error they encountered while submitting their time and expenses. After providing their personnel number and email, they are connected with Speaker 4, who offers to initiate a remote session to help resolve the issue. Speaker 5 downloads and opens the applet, allowing Speaker 4 to view the error message. Speaker 4 then places the call on hold to investigate the issue further. Upon returning, Speaker 4 informs Speaker 5 that they will transfer the call to the MyD support team, as they are better equipped to handle the issue. Speaker 5 agrees, and Speaker 4 tags the ticket as resolved before transferring the call to the appropriate support team.",
    "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: 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>\n The employee, Speaker 5, calls the IT helpdesk for assistance with an error they encountered while submitting their time and expenses. After providing their personnel number and email, they are connected with Speaker 4, who offers to initiate a remote session to help resolve the issue. Speaker 5 downloads and opens the applet, allowing Speaker 4 to view the error message. Speaker 4 then places the call on hold to investigate the issue further. Upon returning, Speaker 4 informs Speaker 5 that they will transfer the call to the MyD support team, as they are better equipped to handle the issue. Speaker 5 agrees, and Speaker 4 tags the ticket as resolved before transferring the call 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 issue with submitting time and expenses, the remote session, and the transfer to the MyD support team. It is relevant to the main topic and maintains a clear structure and flow, making it easy to understand. However, there are minor inaccuracies and omissions. For instance, the summary does not mention the confusion Speaker 5 had about the resolution process and the need for further clarification. Additionally, the summary states that Speaker 4 tagged the ticket as resolved before transferring the call, which is slightly misleading as Speaker 4 mentioned tagging the ticket as resolved but also indicated it could be reopened if needed. Overall, the summary is mostly 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 points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with submitting their time and expenses and the helpdesk'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 states the events of the call, including the employee's initial issue, the helpdesk's offer to initiate a remote session, and the eventual transfer of the call to the MyD support team.\n\nHowever, the summary could be improved in terms of completeness. It does not mention the employee's confusion and concerns about who would contact them next and how their issue would be resolved, which were significant points in the call transcript.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript, but could be improved with more attention to completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main flow of events and key points of the interaction:\n1. Accurately describes the initial problem (expense submission error)\n2. Correctly outlines the sequence of events (verification, remote session, investigation)\n3. Captures the resolution attempt (transfer to MyD support)\n\nHowever, there are a few areas where it could be improved:\n- Doesn't mention Speaker 5's confusion about the ticket resolution process\n- Omits the specific error message about \"Total must equal amount originally entered\"\n- Doesn't capture that this was Speaker 5's first time submitting expenses\n\nThe summary maintains good coherence, following a logical progression of events. It's concise while including relevant details and maintains accuracy in describing the interaction. The main weakness is in completeness, as it misses some contextual details that could be important for understanding the full situation. Despite these minor omissions, it serves as an effective overview of the support interaction.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "01da95ef-b4bf-4112-a4eb-cd589038985d",
    "train_trial_index": 0,
    "predicted_text": " The employee, using an iPhone 16 Pro, contacted the IT helpdesk due to issues logging into Teams on their phone. Despite being passwordless and only having a PIN for their email, the Teams app was asking for a password. The IT helpdesk discovered that the employee's new phone was not fully set up for the authenticator, causing the login issue. The helpdesk guided the employee to create a temporary access pass on their laptop and set up the authenticator on their phone. After completing these steps, the employee was able to log into Teams using the authenticator. The helpdesk then created a resolved ticket for the issue and provided additional support for any further problems.",
    "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 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>\n The employee, using an iPhone 16 Pro, contacted the IT helpdesk due to issues logging into Teams on their phone. Despite being passwordless and only having a PIN for their email, the Teams app was asking for a password. The IT helpdesk discovered that the employee's new phone was not fully set up for the authenticator, causing the login issue. The helpdesk guided the employee to create a temporary access pass on their laptop and set up the authenticator on their phone. After completing these steps, the employee was able to log into Teams using the authenticator. The helpdesk then created a resolved ticket for the issue and provided additional support for any further 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, focusing on the login issue with Teams and the steps taken to resolve it. It is relevant, sticking closely to the main topic of the call. The structure and flow are clear, making it easy to follow. The information is accurate, correctly reflecting the steps taken to resolve the issue. However, the summary misses some minor details, such as the initial high call volume message and the employee's initial confusion about needing a password. These details could provide a more complete picture of the call. Overall, the summary is strong but could be slightly more comprehensive.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It is also relevant, focusing on the employee's login issue with Teams and the IT helpdesk's solution. The summary has a clear structure, starting with the problem 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. However, the summary could be considered incomplete as it does not mention the employee's initial attempt to seek help with another issue at the end of the call, which was ultimately resolved without additional assistance. Despite this, the summary covers the primary concern and resolution, making it a fair description of the main problem.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (Teams login problem on iPhone)\n2. Accurately describes the root cause (authenticator not fully set up on new phone)\n3. Correctly outlines the solution process (creating temporary access pass and setting up authenticator)\n4. Includes the successful resolution\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining all crucial information. It's structured logically, flowing from problem to solution to resolution. The language is clear and professional.\n\nMinor improvements could include:\n- Mentioning that the user initially had the authenticator app but it wasn't properly configured\n- Including the 30-minute replication time warning\n\nHowever, these are secondary details, and their omission doesn't significantly impact the summary's quality. The summary successfully balances brevity with completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "9d739627-69ab-4e77-a7f8-5059c3503065",
    "train_trial_index": 0,
    "predicted_text": " The call transcript is an automated helpdesk service for Accenture's IT support. The service provides options for password resets, account unlocks, and other technical support. For passwordless account holders, the system offers the choice to speak to a live agent or use self-help options at go.accenture.com/gopasswordless. For those with passwords, the system guides users to myid.accenture.com for password resets or automated password reset utilities. If users encounter an error stating their account is disabled, they are instructed to press 9. The system also mentions that calls may be recorded for quality purposes and provides an option to learn more about personal data usage.",
    "base64_images": [],
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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, 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>\n The call transcript is an automated helpdesk service for Accenture's IT support. The service provides options for password resets, account unlocks, and other technical support. For passwordless account holders, the system offers the choice to speak to a live agent or use self-help options at go.accenture.com/gopasswordless. For those with passwords, the system guides users to myid.accenture.com for password resets or automated password reset utilities. If users encounter an error stating their account is disabled, they are instructed to press 9. The system also mentions that calls may be recorded for quality purposes and provides an option to learn more about personal data usage.\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 password resets, account unlocks, and technical support options. It is relevant to the main topic, covering the key services offered by the automated helpdesk. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand. It is mostly accurate, correctly mentioning the options for passwordless accounts, password resets, and account disablement issues. However, it misses some details, such as the specific instructions for accessing the voice mailbox and the repetition of certain options in the transcript. Overall, the summary provides a fair description of the main concerns and resolutions but could be slightly more complete by including all relevant details.",
        "gpt_score": 8.0,
        "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 main topic of Accenture's IT support services. 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 capture the various options and instructions provided in the original call transcript, such as the options for technology and business application support, telecom and mobile devices, and video conferencing services. Nevertheless, it provides a fair description of the main problems and resolutions.\n\nOverall, the summary is well-written and effectively conveys the main information from the call transcript. However, it could be improved by including more details to make it more comprehensive.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the automated helpdesk system:\n1. Conciseness: It condenses the repetitive IVR menu into clear, organized points without unnecessary details.\n2. Relevance: All information included relates directly to the service's core functions and user options.\n3. Coherence: The summary follows a logical flow, starting with general service description and moving to specific options for different user types.\n4. Accuracy: The information matches the transcript, including specific URLs and menu options.\n5. Completeness: It covers the main service options (passwordless vs. password-based access), resolution paths (self-help, live agent), and key features (password reset, account unlock).\n\nMinor improvements could include mentioning the technology/business application support and video conferencing services options that were briefly mentioned in the transcript. However, these appear to be secondary to the main password/account management focus of the recording.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "73f26524-9839-43a3-9b15-3609d029c98f",
    "train_trial_index": 0,
    "predicted_text": " The employee, Speaker 3, calls the IT helpdesk regarding a previously submitted ticket about a malfunctioning laptop. The helpdesk agent, Speaker 2, confirms the employee's details and assures them that they will escalate the issue to the local tech support team. The agent advises the employee to keep their lines open for communication from the support team, either via call or email. The employee confirms their contact details and the agent updates the ticket, informing the employee to expect a response from the local tech support within the day. The call ends with both parties expressing gratitude and well wishes.",
    "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... 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>\n The employee, Speaker 3, calls the IT helpdesk regarding a previously submitted ticket about a malfunctioning laptop. The helpdesk agent, Speaker 2, confirms the employee's details and assures them that they will escalate the issue to the local tech support team. The agent advises the employee to keep their lines open for communication from the support team, either via call or email. The employee confirms their contact details and the agent updates the ticket, informing the employee to expect a response from the local tech support within the day. The call ends with both parties expressing gratitude 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 helpdesk agent's actions to escalate the ticket. 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 and actions discussed in the call transcript. However, the summary could be slightly more complete by mentioning the initial high call volume and the agent's request to update the employee's email. 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 actions 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. The details, such as the employee's issue and the agent's actions, are factually correct.\n\nRegarding completeness, the summary provides a fair description of the main problem (the employee's malfunctioning laptop) and the resolution (the agent escalating the issue to the local tech support team). However, it does not mention the initial automated message about performance issues with \"my key\" and the resulting high call volume, which is not directly related to the employee's issue but provides context for the call.\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 call:\n1. Conciseness: It efficiently condenses the interaction while maintaining essential details.\n2. Relevance: All information included directly relates to the ticket escalation and resolution process.\n3. Coherence: The summary follows a logical flow from issue identification to resolution steps.\n4. Accuracy: The details match the transcript precisely, including the nature of the problem (laptop malfunction), the need for local tech support involvement, and the expected follow-up timeline.\n5. Completeness: It covers all crucial aspects - the initial context (previous ticket), the action taken (escalation to local support), and the resolution plan (waiting for contact within the day).\n\nThe only minor detail that could have been included was the brief hold period during which the agent consulted with SMEs, but this omission doesn't significantly impact the summary's quality as it's not crucial to the overall interaction's outcome.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "31be7838-8f02-41be-ad96-6c8a05cc05c8",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves an employee reporting an issue with their laptop charging port to the company's IT helpdesk. The employee, who has a MacBook Pro, has confirmed with the Apple Store that the issue lies with the laptop's charging port, not the charger. The IT helpdesk agent suggests basic troubleshooting first, and if the issue persists, they will assign the ticket to the local tech support for further assistance or potential replacement of the machine. The employee expresses concern about the local IT's ability to assist with a MacBook Pro, as they are in a smaller office. The agent reassures them that the local IT will advise on the matter and proceeds with the troubleshooting steps.",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 153.0,
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      "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>\n The call transcript involves an employee reporting an issue with their laptop charging port to the company's IT helpdesk. The employee, who has a MacBook Pro, has confirmed with the Apple Store that the issue lies with the laptop's charging port, not the charger. The IT helpdesk agent suggests basic troubleshooting first, and if the issue persists, they will assign the ticket to the local tech support for further assistance or potential replacement of the machine. The employee expresses concern about the local IT's ability to assist with a MacBook Pro, as they are in a smaller office. The agent reassures them that the local IT will advise on the matter and proceeds with the troubleshooting 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 transcript. It captures the key issue of the laptop's charging port being faulty and the steps the IT helpdesk agent suggests. The summary is relevant, focusing on the main topic of the call without extraneous details. It is coherent, with a clear structure and logical flow of ideas, making it easy to understand. The information is accurate, reflecting the details discussed in 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 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 issue and resolution discussed in the call transcript. It is relevant to the topic, focusing on the employee's laptop issue and the IT helpdesk's response. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand.\n\nThe summary is also accurate, correctly identifying the issue with the laptop's charging port and the IT helpdesk's suggested course of action. However, it does not mention the initial automated messages and the wait time, which are not crucial to the main issue.\n\nRegarding completeness, the summary covers the main problem and the proposed resolution, including the employee's concern about the local IT's ability to assist with a MacBook Pro. Overall, the summary provides a fair description of the call transcript's key points.\n\nConsidering these factors, the summary scores high in terms of quality.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the core issue (laptop charging port problem), the verification steps taken (Apple Store confirmation), and the proposed resolution path (basic troubleshooting followed by local IT support). It maintains good coherence by presenting events in a logical sequence and clearly connects the customer's concern about local IT support for a MacBook Pro. The summary is concise while including all crucial details and accurately represents the conversation without any factual errors. However, it could have mentioned that the laptop is completely dead and the customer's urgency for an overnight replacement, which were significant points in the conversation. The summary also omits the initial IVR menu navigation and authentication process, though these are less critical to the core issue. Overall, the summary achieves its main purpose of conveying the essential information while maintaining clarity and accuracy, with only minor omissions.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "85d90497-28cc-4b2d-9418-895ea3318ef9",
    "train_trial_index": 0,
    "predicted_text": " The employee is having trouble booking travel to India using the company's new online travel booking tool. The tool requires a visa expiry date, but the employee's permanent resident card, which allows them to travel to India, does not have an expiry date. The IT helpdesk agent asks the employee to send a screenshot of the error message via Teams and offers to call back in 10 minutes after the employee fills out the required fields and reaches the error screen again.",
    "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.  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>\n The employee is having trouble booking travel to India using the company's new online travel booking tool. The tool requires a visa expiry date, but the employee's permanent resident card, which allows them to travel to India, does not have an expiry date. The IT helpdesk agent asks the employee to send a screenshot of the error message via Teams and offers to call back in 10 minutes after the employee fills out the required fields and reaches the error screen again.\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 issue and resolution discussed in the call. It captures the key points: the employee's difficulty with the travel booking tool due to the lack of an expiry date on their permanent resident card, and the helpdesk agent's request for a screenshot and offer to call back. \n\nRelevance is high as all the information included pertains directly to the main issue and the steps taken to resolve it. \n\nThe summary is coherent, with a clear structure and logical flow of ideas, making it easy to understand.\n\nAccuracy is also high; the summary correctly reflects the details of the call without any false or misleading information.\n\nHowever, the summary could be slightly more complete by mentioning the specific tool name (\"new travel booking tool\") and the fact that the employee will ping the agent on Teams once ready. These details would provide a fuller picture of the interaction.\n\nOverall, the summary is strong but could be slightly improved for completeness.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution discussed in the call transcript. It is relevant to the topic, focusing on the employee's problem with the online travel booking tool and the IT helpdesk agent's response. The summary is coherent, with a clear structure that makes it easy to understand the issue and the proposed solution. The information presented is accurate, matching the details provided in the call transcript. The summary is also complete, covering the main problem and the resolution proposed by the IT helpdesk agent. However, it does not mention the employee's initial uncertainty about contacting the right person for the issue, but this omission does not significantly impact the overall understanding of the problem and resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the core issue: the employee's difficulty with the travel booking tool due to a mandatory visa expiry date field that conflicts with their permanent resident card which has no expiry date. It accurately describes the solution proposed by the agent (requesting a screenshot via Teams and offering a callback). The summary is concise while including all essential details, maintaining good coherence in its presentation of the problem and proposed resolution. The information is highly relevant, focusing on the main issue without including unnecessary details from the initial IVR menu or ID verification process. In terms of accuracy, all stated facts align perfectly with the transcript. For completeness, the summary covers both the problem and the agreed-upon next steps. The only minor limitation is that it doesn't mention that the employee needs about 10 minutes to recreate the error, but this is a relatively minor detail in the broader context of the interaction.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "a6183df9-2fc1-4b2e-88e1-6825d3b91c0b",
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    "predicted_text": " The call transcript involves an employee (Speaker 5) contacting the company's IT helpdesk (Speaker 4) for assistance with resetting their password and accessing their Authenticator application. The employee is unable to receive notifications and is asked to enter a password, which they do not have. The IT helpdesk agent guides the employee through generating a temporary password and entering it into the Authenticator application. However, the employee still experiences issues with receiving notifications and signing in. The IT helpdesk agent advises the employee to restart their phone and try signing in again after 30 minutes. The cause of the issue is not explicitly stated in the transcript.",
    "base64_images": [],
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      "call_summarization_score": 0.7777777777777778
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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>\n The call transcript involves an employee (Speaker 5) contacting the company's IT helpdesk (Speaker 4) for assistance with resetting their password and accessing their Authenticator application. The employee is unable to receive notifications and is asked to enter a password, which they do not have. The IT helpdesk agent guides the employee through generating a temporary password and entering it into the Authenticator application. However, the employee still experiences issues with receiving notifications and signing in. The IT helpdesk agent advises the employee to restart their phone and try signing in again after 30 minutes. The cause of the issue is not explicitly stated in the transcript.\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 employee's issue with the Authenticator application and the steps taken by the IT helpdesk agent. The information is relevant to the main topic and maintains coherence, making it easy to follow. The summary is accurate, reflecting the key interactions and steps taken during the call. However, it lacks some details, such as the initial steps the agent took to verify the employee's identity and the specific troubleshooting steps mentioned (e.g., closing the app, restarting the phone). Including these details would provide a more complete picture of the call.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue and steps taken to resolve it within a brief length. The information presented is relevant to the main topic of the call transcript, focusing on the employee's password reset and Authenticator application issues. The summary has a clear structure and flow of ideas, making it easy to understand and follow. The information is factually correct, accurately representing the conversation between the employee and the IT helpdesk agent. However, the summary could be improved by explicitly stating the initial cause of the issue mentioned in the call transcript, which is the performance issues with myT. Despite this, the summary provides a fair description of the main problems and resolutions.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (password/authenticator access problem)\n2. Correctly describes the solution steps (temporary password generation)\n3. Includes the final resolution (restart phone and wait 30 minutes)\n4. Maintains good coherence by presenting events chronologically\n5. Stays concise while covering essential details\n\nHowever, there are a few minor areas for improvement:\n1. Could mention the Teams messaging interaction more explicitly\n2. Could note that the employee was confirmed to be passwordless\n3. Could include the initial system message about myT performance issues\n4. The troubleshooting steps could be more detailed\n\nOverall, the summary provides a clear, accurate, and well-structured account of the interaction while maintaining brevity. It successfully captures the core problem, attempted solutions, and final recommendation, making it a highly effective summary with only minor omissions.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "6d9f013e-371b-4335-8b25-ebe9af107f4e",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk to report a locked account issue. The employee was unable to log in and received an error message stating \"you cannot access this right now\" and \"your sign-in was successful but does not meet the criteria to access this resource.\" The IT agent identified that the employee's device was under uncompliance and conditional access. The agent instructed the employee to go to 123rescue.com and enter a PIN to download a file for remote assistance. However, the PIN did not work, and the agent had to generate a new one. After the file was downloaded, the agent attempted to connect to a remote expert but found none available. The agent then scheduled a remote session with the employee for the next day at 9 a.m. PST (12 p.m. EST) to resolve the issue.",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 185.0,
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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... 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>\n The employee called the IT helpdesk to report a locked account issue. The employee was unable to log in and received an error message stating \"you cannot access this right now\" and \"your sign-in was successful but does not meet the criteria to access this resource.\" The IT agent identified that the employee's device was under uncompliance and conditional access. The agent instructed the employee to go to 123rescue.com and enter a PIN to download a file for remote assistance. However, the PIN did not work, and the agent had to generate a new one. After the file was downloaded, the agent attempted to connect to a remote expert but found none available. The agent then scheduled a remote session with the employee for the next day at 9 a.m. PST (12 p.m. EST) 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 effectively conveys the main points of the call, including the locked account issue, the error message, the steps taken by the IT agent, and the scheduling of a remote session. It is relevant to the main topic and maintains a clear structure and flow, making it easy to understand. The information is factually correct and does not contain any misleading details. However, it omits some minor details, such as the initial high call volume and the specific error message about the restricted browser app or location. 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 locked account 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 correctly states the error message, the IT agent's diagnosis, and the steps taken to resolve the issue. However, it does not mention the initial automated message about high call volume and performance issues with \"my key,\" which is not directly related to the employee's issue but provides context for the call.\n\nThe summary is mostly complete, describing the main problems and resolutions, but it does not mention the employee's initial difficulty in accessing a browser or the IT agent's apology for the inconvenience.\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. Accurately describes the initial problem (locked account, compliance issue)\n2. Correctly details the error message\n3. Captures the attempted solution process (123rescue.com, PIN issues)\n4. Accurately describes the final resolution (scheduling for next day)\n\nThe summary is concise while maintaining essential details, has good flow, and follows a logical sequence of events. It's coherent and easy to follow, moving from problem identification to attempted solution to final resolution.\n\nMinor improvements could include:\n- Mentioning the initial high call volume warning\n- Noting that the remote session would take \"under an hour\" \n\nHowever, these are not critical omissions as they don't affect the main narrative. The summary successfully balances brevity with completeness, maintaining accuracy throughout. The information is highly relevant, focusing on the technical issue and its resolution process.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "db1dc517-ee04-4b95-acd6-5605d75e5dcc",
    "train_trial_index": 0,
    "predicted_text": " The call transcript details a conversation between an employee and the company's IT helpdesk. The employee is experiencing issues logging into their account due to multiple failed login attempts and requires a password reset. The employee initially had a ticket open for the password reset but was provided with a code by their manager to resolve the issue. The helpdesk agent requests the employee's incident number, personal number, and manager's enterprise ID for verification purposes. After confirming the details, the agent proceeds to reset the employee's password and provides them with the new password over the phone. The call concludes with the agent tagging the ticket as resolved and informing the employee that they will receive a survey via email for feedback.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1794.0,
      "num_output_tokens": 150.0,
      "inference_runtime": 1.9055874347686768,
      "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 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>\n The call transcript details a conversation between an employee and the company's IT helpdesk. The employee is experiencing issues logging into their account due to multiple failed login attempts and requires a password reset. The employee initially had a ticket open for the password reset but was provided with a code by their manager to resolve the issue. The helpdesk agent requests the employee's incident number, personal number, and manager's enterprise ID for verification purposes. After confirming the details, the agent proceeds to reset the employee's password and provides them with the new password over the phone. The call concludes with the agent tagging the ticket as resolved and informing the employee that they will receive a survey via email for 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 effectively conveys the main points of the call, including the employee's issue with logging in, the verification process, and the resolution. It is relevant to the main topic and maintains coherence with a clear structure and flow. The information is accurate, reflecting the details of the call transcript without any false or misleading information. However, it misses some minor details, such as the initial high call volume message 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": 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 logging in and the subsequent password reset process. 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 issue, the verification process, and the resolution. The summary also covers the main problems and resolutions, making it complete. \n\nHowever, some minor details, such as the employee's initial confusion about their enterprise ID and the slight miscommunication about the password, are not included. Despite these omissions, the summary provides a fair and accurate representation of the call transcript.\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. Identifies the core issue (login problems/password reset need)\n2. Mentions the context (existing ticket and manager involvement)\n3. Describes the verification process\n4. Notes the resolution (password reset)\n5. Includes the follow-up (ticket resolution and survey)\n\nThe summary is concise while maintaining essential details, has good flow, and is accurate to the transcript. However, it could be improved by:\n1. Mentioning the initial system announcement about MyKey performance issues\n2. Including the specific password format provided\n3. Noting the communication difficulties during password sharing\n\nThe summary maintains coherence by presenting events chronologically and logically connecting ideas. It's relevant, focusing on the main interaction without unnecessary details. While it captures the core resolution, some contextual details that might be important for understanding the full situation are omitted.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "3e5537df-d21f-470e-88bf-24224ea7a046",
    "train_trial_index": 0,
    "predicted_text": " The call begins with the employee, Speaker 3, attempting to navigate an automated helpdesk system to report a problem with their computer. After several failed attempts to input their personnel number, they are informed of a known issue with the login system, which is currently being addressed. Eventually, Speaker 3 is connected with a human representative, Speaker 5. They explain that their computer won't turn on and has been unresponsive for over an hour. Speaker 5 confirms that the employee has tried hard rebooting the machine and removing all connected wires. After a brief hold, Speaker 5 informs Speaker 3 that they will create a ticket and assign it to the local tech support team, who will contact them to troubleshoot the issue. Speaker 3 provides their personal email address and confirms their location for the ticket. Speaker 5 thanks Speaker 3 and ends the call, instructing them to keep their lines open and check their email for updates from the tech support team.",
    "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.  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>\n The call begins with the employee, Speaker 3, attempting to navigate an automated helpdesk system to report a problem with their computer. After several failed attempts to input their personnel number, they are informed of a known issue with the login system, which is currently being addressed. Eventually, Speaker 3 is connected with a human representative, Speaker 5. They explain that their computer won't turn on and has been unresponsive for over an hour. Speaker 5 confirms that the employee has tried hard rebooting the machine and removing all connected wires. After a brief hold, Speaker 5 informs Speaker 3 that they will create a ticket and assign it to the local tech support team, who will contact them to troubleshoot the issue. Speaker 3 provides their personal email address and confirms their location for the ticket. Speaker 5 thanks Speaker 3 and ends the call, instructing them to keep their lines open and check their email for updates from the 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 initial navigation through the automated system, the issue with the computer, and the steps taken by the helpdesk representative. It is relevant, focusing on the main topic of the call, which is the computer issue and the steps taken to resolve it. The summary is coherent, with a clear structure and flow that makes it easy to follow. However, there are minor inaccuracies: the summary mentions several failed attempts to input the personnel number, but the transcript only shows one such attempt. Additionally, the known issue with the login system is mentioned by Speaker 4, not directly related to Speaker 3's problem. The summary is mostly complete but could have included the specific troubleshooting steps discussed (e.g., hard rebooting and removing wires) for better completeness.",
        "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 and the steps taken to resolve it. 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 employee's computer not turning on) and the resolution (creating a ticket and assigning it to the local tech support team), thus achieving completeness. However, some minor details, such as the employee's attempts to input their personnel number, could be considered less crucial to the main issue but do provide context for the call's progression.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call in a concise manner. It follows a logical progression from the initial automated system interaction to the final resolution. All major points are covered: the computer issue, troubleshooting steps taken, and the resolution plan involving local tech support. The summary accurately reflects the conversation's content without adding incorrect information. It includes relevant details such as the duration of the problem (over an hour), the troubleshooting steps (hard reboot and wire removal), and the next steps (ticket creation and local tech support involvement). The summary maintains good coherence by presenting events in chronological order and connecting ideas smoothly. However, it could have been slightly more concise by omitting some details about the automated system navigation at the beginning, which, while accurate, is less crucial to the main issue and resolution. Overall, the summary achieves a strong balance between detail and brevity while maintaining accuracy and relevance.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "ec803bae-42c1-4f21-ab34-e68020fc9b09",
    "train_trial_index": 0,
    "predicted_text": " The employee calls the IT helpdesk for assistance with their account, which they are unable to access. The helpdesk agent requests the employee's ID number and Accenture email for verification. The employee provides their ID number and attempts to give their email, but the agent struggles to understand it due to poor call quality. The employee then offers an incident report number as an alternative, but the agent insists on the Accenture email. The employee provides their email again, and the agent asks for a personal number, which the employee misunderstands. The agent clarifies that they meant the employee ID number, which the employee provides again. The agent confirms the ID number and asks for the Accenture email once more due to call quality issues. The employee decides to have their supervisor call back instead.",
    "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.\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>\n The employee calls the IT helpdesk for assistance with their account, which they are unable to access. The helpdesk agent requests the employee's ID number and Accenture email for verification. The employee provides their ID number and attempts to give their email, but the agent struggles to understand it due to poor call quality. The employee then offers an incident report number as an alternative, but the agent insists on the Accenture email. The employee provides their email again, and the agent asks for a personal number, which the employee misunderstands. The agent clarifies that they meant the employee ID number, which the employee provides again. The agent confirms the ID number and asks for the Accenture email once more due to call quality issues. The employee decides to have their supervisor call back instead.\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 difficulty accessing their account and the verification process. It captures the key interactions between the employee and the helpdesk agent, including the repeated requests for the Accenture email and the eventual decision to have a supervisor call back. \n\nRelevance is high as all the information presented pertains directly to the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to follow.\n\nAccuracy is generally good, but there is a minor inaccuracy: the summary states that the employee offers an incident report number as an alternative, but this is not clearly confirmed in the transcript. \n\nCompleteness is also strong, as the summary covers the main issues and the resolution steps taken during the call. However, it could have mentioned the initial automated options provided at the beginning of the call for a more comprehensive overview.\n\nOverall, the summary is well-done 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 in a brief manner. It is also relevant, focusing on the employee's issue with their account and the helpdesk agent's attempts to verify their identity. The summary has a clear structure and flow of ideas, making it 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 initial problem with their account or the resolution, if any. Nevertheless, it provides a fair description of the main concerns and the conversation between the employee and the helpdesk agent.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction while maintaining brevity. It accurately describes the back-and-forth between the agent and employee regarding ID verification and email information. The chronological flow is logical and easy to follow. The summary correctly captures the communication difficulties and the final outcome where the employee decides to have their supervisor call back.\n\nHowever, the summary omits the initial IVR menu options which, while not crucial to the main interaction, provide context about the service. It also doesn't mention that this was specifically an Accenture Business call, which might be relevant context.\n\nThe summary excels in:\n- Accurately representing the verification attempts\n- Capturing the communication challenges\n- Maintaining coherence in describing the interaction\n- Being concise while including important details\n- Correctly describing the resolution (supervisor callback)\n\nThese strengths outweigh the minor omissions, making it a very good but not perfect summary.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "ded3fde5-8d78-41a6-bdb9-db86b5ab823d",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves an Accenture Flex member trying to install a virtual desktop with admin permissions. The member calls the IT helpdesk and is assisted by a representative. The representative checks with their remote tech team to confirm if they can provide admin access or if the member needs to contact their client. After a long hold, the representative initiates a remote session to assist with the installation. They encounter issues with running the installer as an admin and decide to involve a remote tech for further troubleshooting. The call ends with the representative and the remote tech continuing the conversation in the remote session.",
    "base64_images": [],
    "stats": {
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      "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, 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>\n The call transcript involves an Accenture Flex member trying to install a virtual desktop with admin permissions. The member calls the IT helpdesk and is assisted by a representative. The representative checks with their remote tech team to confirm if they can provide admin access or if the member needs to contact their client. After a long hold, the representative initiates a remote session to assist with the installation. They encounter issues with running the installer as an admin and decide to involve a remote tech for further troubleshooting. The call ends with the representative and the remote tech continuing the conversation 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, which is a positive aspect. It captures the key issue of the Accenture Flex member needing admin permissions to install a virtual desktop and the steps taken by the helpdesk representative to resolve the issue. The relevance is high as it focuses on the main topic without diverging into unnecessary details. The coherence is good, with a clear structure and logical flow of ideas.\n\nHowever, there are some minor inaccuracies and omissions. The summary does not mention the initial automated prompts and the high call volume due to performance issues, which are part of the context. Additionally, the summary could have included the specific troubleshooting steps taken, such as the attempt to run the installer as an admin and the use of a remote session.\n\nOverall, the summary is accurate but could be more complete by including these additional 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 main topic of the Accenture Flex member's issue with installing a virtual desktop. 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 events of the call transcript, including the representative's checks with their remote tech team and the initiation of a remote session. However, it does not mention the initial automated messages and the high call volume issue due to performance issues with \"my key,\" which is a minor omission.\n\nThe summary is mostly complete, describing the main problem and the attempted resolutions. However, it does not explicitly state that the issue was not fully resolved during the call, but rather continued in a remote session.\n\nOverall, the summary is of high quality, effectively conveying the main points of the call transcript in a concise and coherent manner.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core elements of the interaction:\n1. Identifies the caller (Accenture Flex member) and their main issue (installing virtual desktop with admin permissions)\n2. Accurately describes the sequence of events: initial consultation with remote tech team, attempted solutions, and final decision to continue troubleshooting\n3. Maintains good coherence by presenting events chronologically\n4. Stays concise while including essential details\n5. Accurately represents the outcome (continuation in remote session)\n\nHowever, there are minor areas for improvement:\n- Could mention the specific troubleshooting steps attempted (123rescue.com remote session, checking for \"Run as Administrator\" options)\n- Could note the multiple holds and checks with Level 2 support\n- Could mention the specific VMware Horizon Client being installed\n\nOverall, the summary provides a clear, accurate, and well-structured overview of the interaction while maintaining brevity, though it omits some specific technical details.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "fe5740fe-02c0-40d7-afbf-97ae85d5e2a5",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk to report that their Accenture account was blocked, preventing them from accessing Outlook, Teams, and other Accenture sites. The IT representative asked the employee to confirm their name and employee number, then requested they open the Authenticator app and try accessing mypasswordless.accenture.com on their Accenture laptop. The employee reported that the account was still blocked. The IT representative then informed the employee that they would assign the case to a Level 2 team to refresh the account, and that they would call back within an hour to confirm access had been restored. The employee agreed to wait for the call and disconnected.",
    "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...\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>\n The employee called the IT helpdesk to report that their Accenture account was blocked, preventing them from accessing Outlook, Teams, and other Accenture sites. The IT representative asked the employee to confirm their name and employee number, then requested they open the Authenticator app and try accessing mypasswordless.accenture.com on their Accenture laptop. The employee reported that the account was still blocked. The IT representative then informed the employee that they would assign the case to a Level 2 team to refresh the account, and that they would call back within an hour to confirm access had been restored. The employee agreed to wait for the call and disconnected.\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 and the steps taken by the IT representative. It is relevant, focusing on the main topic of the blocked account and the resolution process. The summary is coherent, with a clear structure and logical flow of ideas. However, it misses some minor details, such as the repeated confirmation of the callback number and the employee's use of the Authenticator app. These details, while not critical, add to the completeness of the summary. Overall, the summary is accurate and 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 Accenture account being blocked and the IT representative's steps 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 states the employee's problem, the IT representative's actions, and the proposed resolution. The summary is also complete, covering the main concerns and the resolution based on the original call transcript.\n\nHowever, the summary could be improved by including more specific details, such as the employee's attempt to access mypasswordless.accenture.com and the exact error message they received. Nevertheless, the summary provides a fair description of the main problems and resolutions.\n\nOverall, the summary is well-written, concise, and accurate, effectively conveying 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: Efficiently condenses a lengthy transcript into essential points without unnecessary details\n2. Relevance: Focuses on the core issue (blocked account) and resolution steps\n3. Coherence: Presents information in a logical sequence from problem identification to proposed solution\n4. Accuracy: Correctly represents the conversation details, including the specific websites mentioned and the resolution process\n5. Completeness: Includes both the initial problem (blocked account affecting multiple services), troubleshooting steps (checking mypasswordless.accenture.com), and resolution plan (Level 2 team involvement and callback within an hour)\n\nMinor improvements could include mentioning the verification of contact number details, but this isn't crucial to the main narrative. The summary successfully balances brevity with comprehensive coverage of important information.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "598307a8-4df3-4325-b91e-8c36809503db",
    "train_trial_index": 0,
    "predicted_text": " The employee (Speaker 4) called the IT helpdesk (Speaker 2) for assistance with registering their new laptop to Intune. The employee was experiencing an issue where the system was asking for a password, despite being set up for passwordless authentication. The helpdesk agent (Speaker 2) initiated a remote session to troubleshoot the issue. After several attempts, the agent instructed the employee to enter their full Accenture email address instead of just their first and last name. This resolved the issue, and the employee was able to register their laptop to Intune and access their email and Teams. The agent then closed the ticket and encouraged the employee to provide feedback via an upcoming survey.",
    "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, #### 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>\n The employee (Speaker 4) called the IT helpdesk (Speaker 2) for assistance with registering their new laptop to Intune. The employee was experiencing an issue where the system was asking for a password, despite being set up for passwordless authentication. The helpdesk agent (Speaker 2) initiated a remote session to troubleshoot the issue. After several attempts, the agent instructed the employee to enter their full Accenture email address instead of just their first and last name. This resolved the issue, and the employee was able to register their laptop to Intune and access their email and Teams. The agent then closed the ticket and encouraged the employee to provide feedback via an upcoming 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, focusing on the issue with Intune registration and its resolution. It is relevant, sticking to the main topic of the helpdesk call. The structure and flow are clear, making it easy to follow. The information is accurate, correctly reflecting the steps taken during the call, including the remote session and the resolution involving the full email address. However, it misses some minor details, such as the initial troubleshooting steps and the specific instructions given by the agent. 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 Intune registration issue and the helpdesk agent's assistance. The summary's structure is coherent, making it easy to follow and understand. The information presented is accurate, aligning with the details in the call transcript. The summary also provides a fair description of the main problem and resolution, covering the key points of the conversation. However, some minor details, such as the initial attempts and troubleshooting steps, are omitted for the sake of brevity. Overall, the summary strikes a good balance between conciseness and completeness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (Intune registration problem with passwordless authentication)\n2. Accurately describes the troubleshooting process (remote session)\n3. Identifies the solution (using full email instead of first/last name)\n4. Mentions the successful resolution (access to email and Teams)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining the essential flow of events. It's coherent and well-structured, moving logically from problem to resolution. The information is accurate and matches the transcript without any misrepresentations.\n\nMinor improvement could be made by mentioning the initial system loading issues and restart attempts, but their omission doesn't significantly impact the summary's quality as they weren't crucial to the final resolution.\n\nThe summary successfully balances brevity with informativeness, making it highly effective for understanding the interaction's key points.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "9e85e909-4b3f-4a13-b6be-54802cac133d",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with my key, causing users to be directed to a phishing page upon login. The issue is being addressed, and users are advised not to log additional tickets or contact the service desk. A contractor calls the helpdesk to inquire about a previously opened ticket regarding a computer transfer to a local office. The helpdesk agent confirms the ticket is assigned to the support team and offers to expedite it. The agent suggests reaching out to the assigned user through Teams for further 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, 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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with my key, causing users to be directed to a phishing page upon login. The issue is being addressed, and users are advised not to log additional tickets or contact the service desk. A contractor calls the helpdesk to inquire about a previously opened ticket regarding a computer transfer to a local office. The helpdesk agent confirms the ticket is assigned to the support team and offers to expedite it. The agent suggests reaching out to the assigned user through Teams 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 captures the main points of the call transcript, including the high call volume due to performance issues and the contractor's inquiry about a ticket. It is relevant as it focuses on the key issues discussed in the call. The summary is coherent, with a clear structure and logical flow of ideas. However, there are some inaccuracies: the term \"my key\" is unclear and likely a misinterpretation of \"high call volume,\" and the phishing page issue is not directly related to the contractor's inquiry. The summary is mostly complete but misses some details, such as the agent's attempt to contact the support team and the final resolution involving Teams. Overall, the summary is good but could be more precise and detailed.",
        "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 issues discussed during 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. However, the summary could be improved in terms of completeness, as it does not mention the initial automated messages and the contractor's employee ID and Accenture email being requested. Despite this, the main problems and resolutions are fairly described. Overall, the summary is of high quality, effectively conveying the essential information from the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures two distinct parts of the transcript: the system announcement about login issues and the contractor's inquiry about their ticket. While concise, it maintains good coherence by presenting events in a logical sequence. The summary accurately reflects the key points of the conversation, including the contractor's status, the nature of their ticket (computer transfer), and the resolution (expediting the ticket and using Teams for communication). However, there are a few minor issues: it doesn't mention that the agent initially tried to contact the support team but got a wrong number, and it somewhat overemphasizes the system announcement about the phishing page issue, which wasn't directly related to the caller's concern. The resolution is accurately captured, though it could have mentioned that the agent was unable to get immediate updates on the ticket status. Overall, the summary provides a good balance of conciseness and completeness while maintaining accuracy and relevance.",
        "claude_score": 8.0
      }
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    "instance_id": "c2a6e636-8d14-4b13-9c86-a4480cb83ef1",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with MyT, causing users to be directed to a Gone Phishing page upon login. An employee calls the helpdesk for assistance with an error message received when trying to sign in to Adobe Acrobat on their Accenture laptop. The error message states that their device is not compliant. The helpdesk agent initiates a remote session to diagnose the issue and informs the employee that they can fix the problem. The call ends as they continue troubleshooting through the remote session.",
    "base64_images": [],
    "stats": {
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      "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 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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with MyT, causing users to be directed to a Gone Phishing page upon login. An employee calls the helpdesk for assistance with an error message received when trying to sign in to Adobe Acrobat on their Accenture laptop. The error message states that their device is not compliant. The helpdesk agent initiates a remote session to diagnose the issue and informs the employee that they can fix the problem. The call ends as they continue 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 high call volume due to MyT issues and the specific problem with Adobe Acrobat. It is relevant, focusing on the main issues discussed in the call. The structure and flow are coherent, making it easy to follow. However, there are minor inaccuracies: the summary mentions the employee's device is \"not compliant,\" but the transcript indicates confusion about compliance status. Additionally, the summary does not mention the specific steps taken during the remote session, such as the use of 123rescue.com and the six-digit code. Overall, the summary is fairly complete but could be slightly more detailed and accurate.",
        "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 Adobe Acrobat and the helpdesk's assistance. The summary has a clear structure, starting with the context of the high call volume, then moving to the employee's specific issue, and ending with the helpdesk's resolution. The information presented is accurate, matching the details provided in the call transcript. However, the summary could be considered somewhat incomplete, as it does not mention the employee's confusion about the compliance status of their device or the helpdesk agent's initial troubleshooting steps. Despite this, the summary still provides a fair description of the main problem and resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Mentions the context of high call volume and MyT issues\n2. Accurately describes the main problem (Adobe Acrobat compliance error)\n3. Identifies the device type (Accenture laptop)\n4. Notes the resolution process (remote session initiation)\n5. Includes the outcome (agent's commitment to fix the issue)\n\nHowever, there are some minor gaps:\n- Doesn't mention the verification process (personnel number, enterprise ID)\n- Omits the specific remote session details (123rescue.com, code)\n- Could be more specific about the compliance error details shown on second monitor\n\nThe summary is concise and well-structured, maintaining good coherence and flow. All included information is accurate and relevant. While some details are omitted, it captures the essential narrative of the interaction and provides adequate context for understanding the situation.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "c7a85ab8-cf86-4174-adef-089d7c5895b6",
    "train_trial_index": 0,
    "predicted_text": " The call begins with automated prompts for various IT support services. Due to high call volume, the caller is informed about ongoing performance issues with \"my key\" login, directing users to a phishing page. The team is actively working on resolving this issue. After a brief hold, the caller reaches an agent and provides their personnel number and email. The caller has four open cases on their support page and wants to close them. The agent requests the incident numbers and suggests a remote session for further assistance. The caller agrees, and the agent sends a link for a remote session. The caller wants to remove the tickets, and the agent confirms they are all resolved. The agent suggests continuing the conversation on the remote session's chat box and hangs up the call.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1446.0,
      "num_output_tokens": 159.0,
      "inference_runtime": 2.483147382736206,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.7407407407407408
    },
    "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>\n The call begins with automated prompts for various IT support services. Due to high call volume, the caller is informed about ongoing performance issues with \"my key\" login, directing users to a phishing page. The team is actively working on resolving this issue. After a brief hold, the caller reaches an agent and provides their personnel number and email. The caller has four open cases on their support page and wants to close them. The agent requests the incident numbers and suggests a remote session for further assistance. The caller agrees, and the agent sends a link for a remote session. The caller wants to remove the tickets, and the agent confirms they are all resolved. The agent suggests continuing the conversation on the remote session's chat box and hangs up 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 captures the main points of the call, including the automated prompts, the high call volume due to performance issues, and the main interaction between the caller and the agent. It is relevant and focuses on the key issues discussed in the call. The structure is coherent, making it easy to follow the sequence of events. However, there are minor inaccuracies and omissions. For instance, the summary mentions \"my key\" login issues, which is not explicitly clear in the transcript. Additionally, the summary does not mention the specific details about the four open cases being from 2021 and 2022, which could be relevant. Overall, the summary is fairly complete but could be slightly more detailed and accurate.",
        "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 caller's issue with the four open cases on their support page. The summary has a clear structure, starting with the automated prompts, then moving to the caller's issue, and finally, the resolution, making it coherent and easy to follow. The information presented is accurate, with no false or misleading information. However, the summary could be improved in terms of completeness, as it does not mention the specific dates of the open cases (2021, 2022) or the caller's uncertainty about why they were still open. Despite this, the summary provides a fair description of the main problem and resolution.\n\nConsidering these factors, the summary scores well 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 call:\n1. Includes the initial automated prompts and system status message\n2. Accurately describes the main issue (caller wanting to close 4 open cases)\n3. Correctly outlines the solution process (remote session setup)\n4. Maintains chronological flow and logical structure\n\nHowever, there are a few areas for improvement:\n1. The summary spends too much detail on the initial automated prompts\n2. Doesn't mention the age of the tickets (2021, 2022) which provides context\n3. Could be more concise by focusing primarily on the actual interaction\n4. Doesn't clearly indicate whether the issue was resolved\n\nThe summary is generally accurate and coherent, but could be more focused on the core interaction and resolution. While it covers most important points, the balance between different parts of the conversation could be better, with less emphasis on preliminary automated messages and more on the actual problem-solving elements.",
        "claude_score": 7.0
      }
    }
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  {
    "instance_id": "d4f3fadb-f28e-4928-87e4-4792793e272d",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk for assistance with their Accenture laptop, which they hadn't used for a while. Upon logging in, they were unable to access Outlook or Teams and received an error code. The IT helpdesk agent identified that the laptop was tagged as not compliant under conditional access due to inactivity. The agent then contacted Level 2 tech support to resolve the compliance issue. After a few holds, the Level 2 tech removed the employee's laptop from the conditional access compliance issue list. The employee confirmed they could now log in, and the helpdesk agent closed the ticket, marking it as resolved. The employee was informed they would receive a survey for feedback.",
    "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>\n The employee called the IT helpdesk for assistance with their Accenture laptop, which they hadn't used for a while. Upon logging in, they were unable to access Outlook or Teams and received an error code. The IT helpdesk agent identified that the laptop was tagged as not compliant under conditional access due to inactivity. The agent then contacted Level 2 tech support to resolve the compliance issue. After a few holds, the Level 2 tech removed the employee's laptop from the conditional access compliance issue list. The employee confirmed they could now log in, and the helpdesk agent closed the ticket, marking it as resolved. The employee was informed they would receive a survey for 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 effectively conveys the main points of the call, including the employee's issue with accessing Outlook and Teams, the identification of the compliance issue, and the resolution by Level 2 tech support. 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, the summary could be slightly more complete by mentioning the repeated holds and the agent's apologies, which highlight the process and the employee's patience. 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 Accenture laptop and the resolution provided by the IT helpdesk. The summary has a clear structure, starting with the problem, followed by the diagnosis, 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 interactions with the automated system and the multiple holds, are omitted, but these do not affect the overall understanding of the issue and its resolution.",
        "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 problem (compliance issue due to inactivity) and the resolution process.\n5. Completeness: It captures all crucial elements - the initial problem (unable to access Outlook/Teams), the cause (compliance issue due to inactivity), the solution process (Level 2 tech support intervention), and the resolution confirmation.\n\nMinor improvement could be made by mentioning the specific error code, but this detail isn't crucial to understanding the interaction. The summary effectively balances detail and brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "52ed132a-7fd8-4b44-9c67-8d321c63f4c6",
    "train_trial_index": 0,
    "predicted_text": " The call transcript details a conversation between an Accenture employee and the IT helpdesk. The employee, who recently received a new computer, is experiencing issues setting it up and seeks assistance. The helpdesk agent attempts to guide the employee through the setup process, but encounters difficulties due to incorrect login credentials and a slow download process. The agent then remotely accesses the employee's computer to continue the setup process, which involves signing in to the browser and waiting for the system to finish loading. The call ends with the agent continuing to work on the setup remotely.",
    "base64_images": [],
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    },
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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... 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>\n The call transcript details a conversation between an Accenture employee and the IT helpdesk. The employee, who recently received a new computer, is experiencing issues setting it up and seeks assistance. The helpdesk agent attempts to guide the employee through the setup process, but encounters difficulties due to incorrect login credentials and a slow download process. The agent then remotely accesses the employee's computer to continue the setup process, which involves signing in to the browser and waiting for the system to finish loading. The call ends with the agent continuing to work on the setup 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, which is a positive aspect. It captures the key issue of the employee needing help with setting up a new computer and the helpdesk agent's attempts to assist, including the remote access part. \n\nHowever, the summary lacks some details that could provide a fuller picture, such as the initial difficulties with login credentials and the specific steps taken by the agent. The summary mentions \"incorrect login credentials\" and \"slow download process,\" but it does not detail the repeated attempts to spell out the email and employee number, which were significant parts of the call. \n\nThe summary is relevant and coherent, with a clear structure and flow. It is mostly accurate but could be more complete by including the initial troubleshooting steps and the specific issues encountered during the remote session.\n\nOverall, the summary is good but could be improved with more detail on the initial troubleshooting steps and the specific issues faced.",
        "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 employee's issue with setting up their new computer and the helpdesk agent's attempts to assist. 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. It does not mention the initial issues with the employee's login credentials and the agent's difficulty in locating the employee's account details. Despite this, the summary provides a fair description of the main problem and resolution. Overall, the summary is well-written and effectively conveys the key points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main elements of the call:\n1. Context: New computer setup for Accenture employee\n2. Process: Helpdesk agent's remote access attempt\n3. Issues encountered: Login difficulties and slow download\n4. Resolution approach: Remote assistance\n\nThe summary is concise while maintaining essential details and follows a logical flow. It accurately represents the interaction without including unnecessary technical details or redundant information. However, it could have mentioned a few additional relevant details:\n- The specific remote access tool (123rescue.gov)\n- The authentication process mentioned\n- The initial difficulty in verifying the employee's identity\n\nThe summary is factually accurate and doesn't contain any misleading information. While it captures the core problem and attempted resolution, it could have been more specific about the final outcome, as the call ended with ongoing work rather than a clear resolution.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "98b4535d-a0be-46ea-ae8f-66615b720017",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk because they were unable to log into their Microsoft accounts, including Teams and Outlook. The IT representative informed the employee that their account was currently disabled and showed as a former employee. The representative suggested that the employee check with their HR or manager to enable the account, as the helpdesk could not do so. The employee did not have contact information for their HR or manager, so the representative provided the HR help desk phone number for the employee to call and 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 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>\n The employee called the IT helpdesk because they were unable to log into their Microsoft accounts, including Teams and Outlook. The IT representative informed the employee that their account was currently disabled and showed as a former employee. The representative suggested that the employee check with their HR or manager to enable the account, as the helpdesk could not do so. The employee did not have contact information for their HR or manager, so the representative provided the HR help desk phone number for the employee to call and 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 effectively conveys the main points of the call, including the employee's issue with logging into Microsoft accounts and the resolution provided by the IT representative. 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 information is accurate and factually correct, reflecting the details of the call transcript. However, the summary could be slightly more complete by mentioning the specific steps the IT representative took, such as checking the account status and providing multiple phone numbers for the HR help desk. 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 is also relevant, focusing on the employee's inability to log into their Microsoft accounts and the subsequent steps to resolve the issue. The summary has a clear structure, starting with the problem and ending with the proposed solution, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly states that the employee's account was disabled and showed as a former employee, and that the IT representative provided the HR help desk phone number for further assistance. The summary also captures the main problem and the proposed resolution, making it complete.\n\nHowever, some minor details, such as the employee's concern about not being able to access their account before meetings the next day, are not included. Despite this, the summary overall does a good job of conveying the essential information from the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core issue (inability to access Microsoft accounts) and the resolution path (contacting HR) in a concise manner. It accurately reflects that the account was showing as a former employee and that the helpdesk couldn't directly resolve the issue. The summary maintains coherence by presenting information in a logical sequence from problem identification to solution.\n\nHowever, there are a few minor details that could have enhanced completeness: the context that the employee had just finished training and was starting a new project the next day, and that they were concerned about resolving this before their meetings the next day. Also, while the summary mentions that the representative provided the HR help desk phone number, it doesn't mention that two different contact numbers were actually provided.\n\nDespite these minor omissions, the summary succeeds in capturing the most crucial aspects of the interaction while maintaining clarity and accuracy. The information presented is highly relevant and provides a clear understanding of both the problem and the recommended solution path.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "c71ebbcc-07e6-4c4c-bc9c-a004d9247857",
    "train_trial_index": 0,
    "predicted_text": " The employee is unable to log into their Accenture email and set up their MFA account, which prevents them from completing their training. They have been trying to resolve this issue for two days and have a ticket open with the IT helpdesk. The IT helpdesk agent confirms that the ticket is assigned to the employee's local office and can only expedite the ticket for priority. The employee requests to speak to someone immediately, but the agent explains that they cannot choose the manager for verification and must wait for their local support to reach out. The agent agrees to expedite the ticket and asks the employee to keep their lines open.",
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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, 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>\n The employee is unable to log into their Accenture email and set up their MFA account, which prevents them from completing their training. They have been trying to resolve this issue for two days and have a ticket open with the IT helpdesk. The IT helpdesk agent confirms that the ticket is assigned to the employee's local office and can only expedite the ticket for priority. The employee requests to speak to someone immediately, but the agent explains that they cannot choose the manager for verification and must wait for their local support to reach out. The agent agrees to expedite the ticket and asks the employee to keep their lines open.\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 issues with logging into their Accenture email and setting up their MFA account, and the helpdesk agent's response. 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 information is accurate and does not contain any false or misleading details. However, the summary could be more complete by including the employee's request for immediate assistance and the agent's inability to provide it, as well as the agent's final instructions to keep the lines open. Overall, the summary provides a fair description of the main problems and resolutions but could benefit from a bit more detail.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issues and resolutions within a brief length. It is relevant to the main topic, focusing on the employee's login and MFA issues. The summary has a clear structure and flow of ideas, making it easy to understand and follow. The information presented is factually correct, with no false or misleading information. However, the summary could be more complete by mentioning the employee's urgency to resolve the issue by the end of the day and the agent's agreement to include this comment while expediting the ticket. Despite this, the summary provides a fair description of the main problems and resolutions.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core issue (email/MFA access preventing training completion) and the resolution path (ticket expedited, waiting for local support). It is concise yet includes all crucial details from the interaction. The information flows logically from problem statement to attempted resolution.\n\nThe summary accurately reflects the conversation's key points, including:\n- The two-day duration of the issue\n- The urgency due to training deadline\n- The helpdesk's limited ability to help directly\n- The need to wait for local support\n- The agent's offer to expedite the ticket\n\nThe summary maintains relevance by excluding unnecessary details like ID verification steps while keeping focus on the main problem and resolution. It presents a complete picture of both the user's concerns and the support agent's response.\n\nMinor improvement could be made by mentioning the \"gone phishing\" system issue mentioned early in the call, though this may not have been directly relevant to the specific case.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": " The employee (Speaker 3) called the IT helpdesk (Speaker 2) for assistance with logging into Microsoft Teams on their phone. The employee's account was passwordless, but the Microsoft Authenticator app was asking for a password. The IT helpdesk representative determined that the employee's multi-factor authentication (MFA) was not properly set up. They initiated a remote session to resolve the issue, guiding the employee to remove their Accenture account from the Authenticator app and re-add it. They also enabled phone sign-in. After these steps, the employee was able to log into Teams on their phone using the Authenticator app. The IT helpdesk representative closed the ticket and reminded the employee to re-sign into Outlook and to call back if further assistance was needed.",
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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.  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>\n The employee (Speaker 3) called the IT helpdesk (Speaker 2) for assistance with logging into Microsoft Teams on their phone. The employee's account was passwordless, but the Microsoft Authenticator app was asking for a password. The IT helpdesk representative determined that the employee's multi-factor authentication (MFA) was not properly set up. They initiated a remote session to resolve the issue, guiding the employee to remove their Accenture account from the Authenticator app and re-add it. They also enabled phone sign-in. After these steps, the employee was able to log into Teams on their phone using the Authenticator app. The IT helpdesk representative closed the ticket and reminded the employee to re-sign into Outlook and to call back if 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, 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 to resolve the MFA issue and the final outcome. However, it could be slightly more complete by mentioning the specific troubleshooting steps, such as the remote session and the exact actions taken during the 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 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 IT helpdesk's resolution. The structure is coherent, making it easy to follow and understand the sequence of events. The summary is also accurate, reflecting the information provided in the call transcript without any false or misleading details. In terms of completeness, the summary covers the main problem (the employee's inability to log into Teams due to MFA issues) and the resolution (the IT helpdesk's steps to correct the MFA setup and enable phone sign-in). However, some minor details, such as the employee's initial confusion about removing the Accenture account from the Authenticator app, are omitted for the sake of brevity, which is acceptable in a summary. Overall, the summary strikes a good balance between conciseness and completeness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main problem (Teams login issues with passwordless account)\n2. Accurately describes the troubleshooting steps (remote session, removing/re-adding Authenticator account)\n3. Includes the resolution (successful Teams login)\n4. Mentions follow-up actions (re-signing into Outlook)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining all crucial information. It follows a logical structure: problem \u2192 diagnosis \u2192 solution \u2192 resolution. The language is clear and professional.\n\nMinor improvements could include mentioning that the system was working earlier that day (showing it was a new issue) and that there were two registered devices causing confusion. However, these are not critical omissions.\n\nThe summary is highly accurate, with no factual errors or misrepresentations of the conversation. It maintains relevance throughout, focusing only on information pertinent to the issue and its resolution.",
        "claude_score": 9.0
      }
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    "predicted_text": " The call transcript involves a contractor contacting the IT helpdesk due to an issue with accessing a survey link from MA Connector. The contractor receives an error message stating \"unsecure and noncompliant device\" on both Edge and Google Chrome browsers. After troubleshooting, the IT helpdesk agent adds a Google Chrome extension, clears cache and cookies, and updates the browser. The agent also adds two other extensions to ensure the issue is resolved. After resolving the issue, the agent provides the incident number to the contractor and encourages them to provide feedback via an email survey.",
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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 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>\n The call transcript involves a contractor contacting the IT helpdesk due to an issue with accessing a survey link from MA Connector. The contractor receives an error message stating \"unsecure and noncompliant device\" on both Edge and Google Chrome browsers. After troubleshooting, the IT helpdesk agent adds a Google Chrome extension, clears cache and cookies, and updates the browser. The agent also adds two other extensions to ensure the issue is resolved. After resolving the issue, the agent provides the incident number to the contractor and encourages them to provide feedback via an email 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, focusing on the contractor's issue with accessing a survey link and the steps taken by the IT helpdesk agent 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 flow of ideas that make it easy to understand. The accuracy of the summary is high, as it correctly describes the error message, the troubleshooting steps, and the resolution. However, it misses some minor details, such as the initial difficulty in communication and the specific steps taken during the remote session. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue and resolution within a brief length. It is also relevant, focusing on the contractor's issue with accessing the survey link and the IT helpdesk agent's troubleshooting efforts. The summary has a clear structure, starting with the problem and ending with the resolution, making it 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 more complete by mentioning the initial difficulties with the contractor's employee ID and the remote session initiation. Despite this, the summary provides a fair description of the main problem and resolution.\n\nGiven the strengths in conciseness, relevance, coherence, and accuracy, and a minor weakness in completeness, I would score the summary as follows:",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core elements of the call:\n1. Identifies the caller (contractor) and main issue (MA Connector survey access)\n2. Accurately describes the error message and affected browsers\n3. Outlines the key troubleshooting steps taken by the agent\n4. Mentions the resolution and follow-up (incident number and survey)\n\nHowever, there are some minor areas for improvement:\n- Could have mentioned the initial verification process with email address\n- Doesn't specify if the solution actually worked (though implied)\n- Could have been slightly more concise by combining some sentences\n\nThe summary maintains good coherence, following a logical problem-solution structure. It's factually accurate and includes the most relevant information while excluding unnecessary details. The length is appropriate for conveying the essential information. Overall, it's a strong summary with only minor omissions.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "b3ffd40b-5c5e-4a05-9fc2-89781e1e2288",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves an employee seeking assistance from the IT helpdesk to connect their plant laptop to the network at the Accenture office. The employee is unsure which network to use and how to connect. The IT helpdesk agent requests the employee's information and confirms their identity. The agent then suggests that the employee should ask the local tech team at the office for specific instructions and credentials to connect to the network. The agent advises the employee to close the ticket after obtaining the necessary information from the local tech team.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1105.0,
      "num_output_tokens": 112.0,
      "inference_runtime": 1.5590932369232178,
      "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, 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>\n The call transcript involves an employee seeking assistance from the IT helpdesk to connect their plant laptop to the network at the Accenture office. The employee is unsure which network to use and how to connect. The IT helpdesk agent requests the employee's information and confirms their identity. The agent then suggests that the employee should ask the local tech team at the office for specific instructions and credentials to connect to the network. The agent advises the employee to close the ticket after obtaining the necessary information from the local tech 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 captures the main points of the call, including the employee's issue with connecting to the network and the helpdesk agent's advice to consult the local tech team. It is relevant to the main topic and maintains coherence with a clear structure. However, it misses some details, such as the specific networks mentioned (Wi-Fi guest, Wi-Fi access, etc.) and the confusion about which network to use. The summary is accurate but could be more complete by including these specifics. Overall, it provides a fair description but lacks some completeness.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It is also relevant, focusing on the employee's problem connecting to the network and the IT helpdesk's solution. The summary has a clear structure, starting with the problem and ending with the proposed solution, 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 considered somewhat incomplete as it does not mention the initial automated messages about performance issues and the \"Gone fishing\" page, but these are not directly related to the employee's specific problem. Overall, the summary does a good job of capturing the essence of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core elements of the interaction:\n1. Conciseness: It efficiently presents the key points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: All information included directly relates to the main issue of network connectivity.\n3. Coherence: The summary follows a logical flow from problem identification to resolution suggestion.\n4. Accuracy: The details presented match the transcript accurately, including the context of being at an Accenture office and the final resolution of consulting local tech support.\n5. Completeness: The summary includes both the initial problem (connecting plant laptop to network) and the resolution (seeking help from local tech team).\n\nMinor improvements could have included mentioning the specific network options available (WiFi guest, access, innovate, etc.) and the fact that the employee had already tried WiFi guest with no success. However, these are secondary details, and their omission doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "3c53a555-f9e7-4fd9-b139-a9fddb87e471",
    "train_trial_index": 0,
    "predicted_text": " The employee, who is supposed to be passwordless, is having trouble signing in as the system is asking for a password. They mention their phone was stolen, preventing them from configuring MFA. The IT helpdesk agent suggests visiting mypasswordless.accenture.com from their mobile phone. However, the employee's account has been locked. The agent explains that they need to provide a temporary access pass, which can only be issued by the Level 2 team, who are unavailable on Sunday. The employee insists on working that day, but the agent reiterates that the temporary access pass can only be provided by the Level 2 team, who are unavailable. The call ends with the agent thanking the employee for calling and wishing them a good day.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1176.0,
      "num_output_tokens": 162.0,
      "inference_runtime": 3.257998466491699,
      "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: 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>\n The employee, who is supposed to be passwordless, is having trouble signing in as the system is asking for a password. They mention their phone was stolen, preventing them from configuring MFA. The IT helpdesk agent suggests visiting mypasswordless.accenture.com from their mobile phone. However, the employee's account has been locked. The agent explains that they need to provide a temporary access pass, which can only be issued by the Level 2 team, who are unavailable on Sunday. The employee insists on working that day, but the agent reiterates that the temporary access pass can only be provided by the Level 2 team, who are unavailable. The call ends with the agent thanking the employee for calling 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 being unable to sign in due to the system asking for a password, the stolen phone preventing MFA configuration, and the need for a temporary access pass from the Level 2 team. The summary is relevant and sticks to 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 misses some minor details, such as the initial confusion about the correct website URL and the agent's difficulty hearing the employee. 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 password issue and the IT 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 employee's problem, the agent's suggestions, and the limitation of not being able to provide 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 mention of trying to sign in to the US or Canada sites. Nevertheless, the summary provides a good overview of 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 presents the core issue (passwordless user unable to sign in)\n2. Includes important context (stolen phone, MFA not configured)\n3. Correctly describes the solution attempt (visiting mypasswordless.accenture.com)\n4. Accurately explains the resolution limitation (Level 2 team unavailable on Sunday)\n5. Maintains proper flow and logical progression of events\n\nThe summary is concise while including all crucial details, maintains relevance throughout, and presents information coherently. It accurately reflects both the problem and the unsuccessful resolution attempt. The only minor improvement could be mentioning that this was specifically a CIO helpdesk call, but this doesn't significantly impact the summary's effectiveness.\n\nThe summary successfully balances detail and brevity while maintaining accuracy and coherence, making it a highly effective representation of the call transcript.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "fe22e0a9-9784-4dbe-8a35-586d28760ae0",
    "train_trial_index": 0,
    "predicted_text": " The employee (Speaker 5) is setting up a replacement laptop and encounters an error while running the ACN provisioning package. The IT helpdesk (Speaker 3) suggests a remote session to troubleshoot the issue. They attempt to establish a remote connection using 123rescue.com, but the connection is unstable. The IT helpdesk then invites a Level 2 admin to assist with the issue, and the call is put on hold while they wait for the tech to join the remote session. The employee agrees to continue communicating via the remote session while waiting for the tech. The call ends as they wait for the Level 2 admin to join the remote session.",
    "base64_images": [],
    "stats": {
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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 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>\n The employee (Speaker 5) is setting up a replacement laptop and encounters an error while running the ACN provisioning package. The IT helpdesk (Speaker 3) suggests a remote session to troubleshoot the issue. They attempt to establish a remote connection using 123rescue.com, but the connection is unstable. The IT helpdesk then invites a Level 2 admin to assist with the issue, and the call is put on hold while they wait for the tech to join the remote session. The employee agrees to continue communicating via the remote session while waiting for the tech. The call ends as they wait for the Level 2 admin to join 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, focusing on the employee's issue with the ACN provisioning package and the steps taken by the IT helpdesk. It is relevant, sticking to the main topic of troubleshooting the laptop setup issue. The summary is coherent, with a clear structure and logical flow of ideas, making it easy to follow. It is mostly accurate, capturing the key events and actions taken during the call. However, it misses some details, such as the specific error message encountered and the repeated attempts to establish a remote connection. Additionally, it does not mention the initial high call volume and the performance issues with \"my key,\" which could be relevant context. Overall, the summary provides a fair description but could be more complete by including these additional details.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and steps taken during the call. It remains relevant to the topic, focusing on the employee's laptop setup issue and the IT helpdesk's attempts to resolve it. The summary is coherent, with a clear structure that makes it 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. However, the summary could be considered incomplete as it does not mention the initial automated messages and the employee's personnel number entry, but these are not crucial to the main issue.\n\nOverall, the summary does a good job of capturing the essential information from the call transcript, but a more detailed description of the initial steps and the final resolution could enhance its completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main elements of the call:\n1. Clearly states the initial problem (provisioning package error during laptop setup)\n2. Accurately describes the attempted solution (remote session via 123rescue.com)\n3. Notes the connection difficulties encountered\n4. Mentions the escalation to Level 2 admin\n5. Correctly concludes with the agreement to continue via remote session\n\nThe summary is concise while including all crucial information. It maintains coherence by presenting events in chronological order and establishing clear cause-and-effect relationships. It's accurate to the transcript without any factual errors. The only minor weakness is that it could have mentioned the specific error message (\"script error\") and the fact that Microsoft Edge was having refresh issues, but these are relatively minor details. The summary successfully captures both the problem and the resolution process, making it comprehensive enough for understanding the interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "24cbb8ac-48b8-4ca1-9bf9-84a51a923ba0",
    "train_trial_index": 0,
    "predicted_text": " The employee, Speaker 5, calls the IT helpdesk for assistance with logging into their Citrix VDI access for a client. They have already contacted the client's tech support, who identified an issue with the Citrix app on the employee's laptop. Speaker 4, the helpdesk agent, initiates a remote session to troubleshoot the issue. After unsuccessfully trying to uninstall and reinstall the Citrix application, Speaker 4 suggests reaching out to Level 2 technicians for further assistance. The call ends with Speaker 4 continuing to work on the issue remotely while communicating through the chat box.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1991.0,
      "num_output_tokens": 137.0,
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      "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, 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>\n The employee, Speaker 5, calls the IT helpdesk for assistance with logging into their Citrix VDI access for a client. They have already contacted the client's tech support, who identified an issue with the Citrix app on the employee's laptop. Speaker 4, the helpdesk agent, initiates a remote session to troubleshoot the issue. After unsuccessfully trying to uninstall and reinstall the Citrix application, Speaker 4 suggests reaching out to Level 2 technicians for further assistance. The call ends with Speaker 4 continuing to work on the issue remotely while communicating through the chat box.\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 VDI access and the steps taken by the helpdesk agent. It is relevant, sticking to the main topic of troubleshooting the Citrix application. The structure and flow are clear, making it easy to understand. However, there are minor inaccuracies and omissions. For instance, the summary does not mention the initial high call volume and the specific steps taken during the remote session, such as the use of a six-digit code and the attempt to retrieve the ICA file. Additionally, the summary does not mention the employee's attempt to reinstall the application twice before calling the helpdesk. These details are important 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 issue with Citrix VDI access and the helpdesk agent's attempts to troubleshoot the problem. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. The information presented is factually correct, ensuring accuracy. However, the summary could be improved in terms of completeness. While it mentions the main problem and the steps taken to resolve it, it does not explicitly state the final resolution or outcome, only that the helpdesk agent continued to work on the issue remotely. Despite this, the summary provides a fair description of the main concerns and the efforts made to address them.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core elements of the call:\n1. Identifies the main issue (Citrix VDI access problem)\n2. Notes previous attempts to resolve (contact with client tech support)\n3. Describes the helpdesk agent's troubleshooting steps (remote session, uninstall/reinstall)\n4. Mentions the escalation to Level 2 support\n5. Accurately describes the call conclusion\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical sequence of events, making it coherent and easy to follow. The information presented is accurate and matches the transcript. However, it could have mentioned the urgency of the situation (training deadline) and the specific error message about the ICA file, which were significant details from the conversation. Despite these minor omissions, the summary provides a clear understanding of both the problem and the attempted resolution steps.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "e1661a4b-5d89-44f9-a8c9-1972c2d9a7ed",
    "train_trial_index": 0,
    "predicted_text": " The caller, an employee of the company, is unable to access their Accenture email and seeks assistance from the IT helpdesk. The helpdesk agent asks for the employee's number, but the caller is unsure of where to find it. Instead, the caller provides their Accenture email address and phone number. The agent confirms the caller's identity and acknowledges the issue with the locked email account. The agent then informs the caller that since they are using their primary email on AFS, they can no longer access the LLP account for the Accenture account. The agent advises the caller to contact the AFS help desk for further assistance and provides the contact number.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 749.0,
      "num_output_tokens": 147.0,
      "inference_runtime": 1.477428913116455,
      "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: \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>\n The caller, an employee of the company, is unable to access their Accenture email and seeks assistance from the IT helpdesk. The helpdesk agent asks for the employee's number, but the caller is unsure of where to find it. Instead, the caller provides their Accenture email address and phone number. The agent confirms the caller's identity and acknowledges the issue with the locked email account. The agent then informs the caller that since they are using their primary email on AFS, they can no longer access the LLP account for the Accenture account. The agent advises the caller to contact the AFS help desk for further assistance and provides the contact 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, making it easy to read and understand. It captures the key issue of the caller being unable to access their Accenture email and the steps taken by the helpdesk agent to address the problem. The summary is relevant, focusing on the main topic of the call without including extraneous details. It is coherent, with a clear structure and logical flow of ideas. The information is accurate, reflecting the content of the call transcript without any false or misleading details. However, the summary could be slightly more complete by mentioning the initial confusion about the employee number and the final resolution to contact the AFS help desk, which is already included but could be emphasized more. 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 caller's issue with their Accenture email 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 conveys the information from the call transcript, including the caller's issue, the agent's questions, 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, such as the error message the caller received or the exact steps the agent took to troubleshoot the issue. Nevertheless, the summary provides a good overview of the call and effectively conveys the main points.\n\nOverall, the summary scores high on all criteria, 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 interaction:\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 email access problems and the resolution process.\n3. Coherence: The summary follows a logical flow from problem identification through to resolution, making it easy to follow.\n4. Accuracy: The details presented match the transcript accurately, including the specific context about AFS and LLP accounts.\n5. Completeness: It covers both the initial problem (locked email), the identification process (providing email instead of employee number), and the resolution (referral to AFS helpdesk).\n\nMinor improvements could include mentioning that this was initially a general helpdesk call that was then redirected to AFS-specific support. However, this doesn't significantly impact the summary's overall effectiveness.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c5a7abb7-31e5-4075-aad8-b1619f1bbe40",
    "train_trial_index": 0,
    "predicted_text": " The call transcript details a conversation between an employee and an IT helpdesk representative regarding a BitLocker PIN issue. The employee is unable to log in to their computer due to an incorrect PIN entry, which has locked them out. The representative guides the employee through a verification process and then generates a BitLocker recovery key. The employee is asked to take a picture of the password ID key and send it to the representative via Teams. After a brief hold, the representative provides the employee with a 48-digit recovery key to unlock their device. The employee successfully enters the recovery key and is able to log in to their computer. The representative then closes the ticket and encourages the employee to provide feedback via a survey.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 2867.0,
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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 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>\n The call transcript details a conversation between an employee and an IT helpdesk representative regarding a BitLocker PIN issue. The employee is unable to log in to their computer due to an incorrect PIN entry, which has locked them out. The representative guides the employee through a verification process and then generates a BitLocker recovery key. The employee is asked to take a picture of the password ID key and send it to the representative via Teams. After a brief hold, the representative provides the employee with a 48-digit recovery key to unlock their device. The employee successfully enters the recovery key and is able to log in to their computer. The representative then closes the ticket and encourages the employee to provide 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, focusing on the BitLocker PIN issue and the steps taken to resolve it. The information is relevant and sticks to the main topic without unnecessary details. The structure and flow are clear, making it easy to follow the sequence of events. The summary is factually accurate, capturing the key actions and outcomes of the call. However, it omits some minor details, such as the initial high call volume message and the multiple holds during the call, which could provide a fuller picture of the interaction. Overall, it provides a fair description of the main problem and resolution.",
        "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 BitLocker PIN issue and the resolution process. The summary has a clear structure, starting with the problem, then describing the verification process, and finally, the resolution, 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 considered incomplete as it glosses over some details, such as the employee's initial confusion about what to send to the representative and the multiple holds during the call. Despite this, the summary captures the main concerns and the resolution, providing a fair description of the call.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (BitLocker PIN lockout)\n2. Accurately describes the verification process\n3. Mentions the Teams communication for password ID key\n4. Includes the resolution process with the 48-digit recovery key\n5. Notes the successful outcome and ticket closure\n\nThe summary is concise while maintaining essential details, has good flow, and is factually accurate. It follows a logical sequence of events and focuses on relevant information.\n\nMinor improvements could include:\n- Mentioning the initial automated menu navigation\n- Including the verification details (personnel number, location, start date)\n- Noting the multiple hold times during the process\n\nHowever, these are secondary details, and their omission doesn't significantly impact the summary's quality. The summary successfully captures the core interaction and resolution, making it highly effective for its purpose.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "61793a05-3ea2-4504-af71-8df2e79f95e6",
    "train_trial_index": 0,
    "predicted_text": " The call begins with automated prompts in Spanish for password and access support, application and technology support, and mobile device support. The caller is then directed to check if their account has been migrated to passwordless by visiting a specific website. If their account is passwordless, they are instructed to press one to speak with an agent or use self-help options on the site. If not, they should press two. The caller is then informed that all agents are currently assisting other callers and is given the option to hold or find solutions on the tech support website. The caller requests English, and after a brief exchange, the call ends with both parties expressing gratitude and well wishes.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 308.0,
      "num_output_tokens": 141.0,
      "inference_runtime": 2.7808008193969727,
      "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: 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>\n The call begins with automated prompts in Spanish for password and access support, application and technology support, and mobile device support. The caller is then directed to check if their account has been migrated to passwordless by visiting a specific website. If their account is passwordless, they are instructed to press one to speak with an agent or use self-help options on the site. If not, they should press two. The caller is then informed that all agents are currently assisting other callers and is given the option to hold or find solutions on the tech support website. The caller requests English, and after a brief exchange, the call ends with both parties expressing gratitude 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 transcript. It captures the automated prompts in Spanish, the instructions for checking passwordless status, the option to hold or visit the tech support website, and the brief exchange in English. The information is relevant and follows a clear structure, making it easy to understand. However, there are minor inaccuracies: the summary implies the caller requested English, but it was actually a different speaker. Additionally, the summary does not mention that the caller decided to end the call after confirming the language. Despite these minor issues, the summary is mostly accurate and 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 key information presented during the call. The structure and flow of ideas in the summary are clear and easy to follow, making it coherent. 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 caller's main concern or issue, but this is largely due to the nature of the call transcript, which does not reveal a specific problem. 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 transcript:\n1. Accurately describes the initial Spanish automated prompts\n2. Correctly details the passwordless migration check instructions\n3. Accurately mentions the hold message and alternative support options\n4. Captures the language barrier issue and resolution\n5. Includes the polite conclusion of the call\n\nThe summary is well-structured and flows logically from start to finish. It maintains relevance throughout, focusing on the key interactions without unnecessary details. The length is appropriate - comprehensive enough to include important details while remaining concise.\n\nThe summary demonstrates strong coherence, presenting events in a clear sequential order. It's also complete, covering all major aspects of the interaction from beginning to end. Most importantly, it's highly accurate, with no misrepresentations or factual errors from the original transcript.\n\nMinor improvement could be made by being slightly more concise, but overall, it's a very strong summary that meets all evaluation criteria effectively.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "39b64f16-6566-4c5d-9720-2d165bfccc85",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk for assistance with accessing emails and Teams on their iPhone. The employee was unable to log in and was prompted for a password, despite the company using an authenticator app for mobile access. The helpdesk agent guided the employee to use the \"use an app instead\" option, which generated a code for approval. However, the employee still encountered issues with loading and suspected it might be due to their internet connection. The agent suggested trying again later or closing and reopening the app. The agent then created a ticket for the issue and marked it as resolved, informing the employee they could reopen it within 72 hours if the problem persisted.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1630.0,
      "num_output_tokens": 145.0,
      "inference_runtime": 2.200064182281494,
      "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>\n The employee called the IT helpdesk for assistance with accessing emails and Teams on their iPhone. The employee was unable to log in and was prompted for a password, despite the company using an authenticator app for mobile access. The helpdesk agent guided the employee to use the \"use an app instead\" option, which generated a code for approval. However, the employee still encountered issues with loading and suspected it might be due to their internet connection. The agent suggested trying again later or closing and reopening the app. The agent then created a ticket for the issue and marked it as resolved, informing the employee they could reopen it within 72 hours if the problem 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, including the employee's issue with accessing emails and Teams, the guidance provided by the helpdesk agent, and the potential internet connection problem. 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 key details from the transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the specific error message the employee received and the model of the phone (iPhone 12), which were discussed 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 accessing emails and Teams on their iPhone. 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 helpdesk agent and the employee to resolve the issue. The summary also captures the main problem (the employee's inability to log in) and the resolution (using the \"use an app instead\" option and troubleshooting potential internet connection issues), making it complete.\n\nHowever, the summary could be improved slightly by including more specific details about the initial error message the employee encountered and the exact steps taken to troubleshoot the internet connection issue. Despite this, the summary overall does a good job of conveying the essential information from the call transcript.\n\nGiven these considerations, the summary scores well across all criteria, with only minor room for improvement in completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (email/Teams access problems on iPhone)\n2. Accurately describes the solution process (using authenticator app instead of password)\n3. Includes relevant details about troubleshooting steps\n4. Mentions the outcome (potential internet connection issue)\n5. Includes the resolution (ticket creation with 72-hour window)\n\nThe summary is concise while maintaining all crucial information. It follows a logical flow from problem identification to resolution attempt to follow-up steps. The information is accurate and matches the transcript without any misrepresentations. It successfully captures both the technical issue and the procedural outcome.\n\nMinor improvement could be mentioning it was an iPhone 12 specifically, but this detail isn't crucial to understanding the interaction. The summary effectively balances detail with brevity while maintaining coherence and accuracy.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "41c9c772-3237-43fb-98d8-cd8a1d7236f1",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves a new employee trying to log in for the first time but unable to do so due to a password issue. The employee had an open ticket regarding this issue, which required manager approval for verification. However, the employee had no manager assigned yet. The IT helpdesk agent informed the employee that the ticket was assigned to the local tech support team, who would reach out to the employee. The employee expressed frustration about the delay and lack of information, but the agent assured that the local tech support team would contact the employee by Monday. The agent then ended the call after updating the ticket.",
    "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>\n The call transcript involves a new employee trying to log in for the first time but unable to do so due to a password issue. The employee had an open ticket regarding this issue, which required manager approval for verification. However, the employee had no manager assigned yet. The IT helpdesk agent informed the employee that the ticket was assigned to the local tech support team, who would reach out to the employee. The employee expressed frustration about the delay and lack of information, but the agent assured that the local tech support team would contact the employee by Monday. The agent then ended the call after updating 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 captures the main points of the call, including the employee's login issue, the need for manager approval, and the involvement of the local tech support team. It is relevant to the main topic and maintains coherence with a clear structure and flow. The information is accurate, reflecting the key details from the transcript without introducing any false or misleading information. However, the summary could be more complete by mentioning the employee's frustration about the delay and the specific days mentioned (Friday, Saturday, Sunday) regarding when the local tech support team would reach out. Overall, it provides a fair description of the main problems and resolutions but misses some minor details that could enhance completeness.",
        "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 issue and the IT helpdesk agent's response. The summary has a clear structure, making it easy to understand and follow, which indicates good coherence. The information presented is factually correct, with no false or misleading information, indicating high accuracy. However, the summary could be more complete by including the employee's concern about not receiving the incident number and the local tech support team's contact information. Despite this, the summary provides a fair description of the main problems and resolutions. Overall, 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 core elements of the call:\n1. New employee's login issue\n2. Existing ticket requiring manager approval\n3. Problem with no assigned manager\n4. Local tech support involvement\n5. Timeline for resolution (by Monday)\n\nThe summary is concise while maintaining essential details, and the information flows logically. It accurately represents the key points of the conversation and the resolution offered by the agent. The main concerns of the employee (delayed start date, inability to get ticket number, weekend support availability) are captured implicitly, though could have been more explicit.\n\nThe summary maintains coherence by presenting events in a logical sequence and connects related information well. It's factually accurate and doesn't include any misleading information. While it could have mentioned the employee's frustration about the delayed start date more explicitly, it still provides a fair representation of the interaction.\n\nMinor improvement could be made by mentioning the security restrictions preventing the sharing of ticket numbers and local support contact information.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "61604999-8eaa-4515-accc-619637112478",
    "train_trial_index": 0,
    "predicted_text": " The call begins with automated messages regarding various IT support options. Speaker 3 then informs callers about ongoing performance issues with \"my key\" and directs them to a \"gone fishing\" page. Speaker 5 contacts the helpdesk for assistance with installing Citrix on their computer. Speaker 4 guides Speaker 5 through the installation process, instructing them to download the installer from a specific link, run it as an administrator, and follow the prompts. Due to the lengthy installation process, Speaker 4 suggests continuing the support via Teams messaging. Speaker 5 agrees, and they end the call with Speaker 5 continuing the installation independently.",
    "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.\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>\n The call begins with automated messages regarding various IT support options. Speaker 3 then informs callers about ongoing performance issues with \"my key\" and directs them to a \"gone fishing\" page. Speaker 5 contacts the helpdesk for assistance with installing Citrix on their computer. Speaker 4 guides Speaker 5 through the installation process, instructing them to download the installer from a specific link, run it as an administrator, and follow the prompts. Due to the lengthy installation process, Speaker 4 suggests continuing the support via Teams messaging. Speaker 5 agrees, and they end the call with Speaker 5 continuing the installation independently.\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 automated messages, the performance issue with \"my key,\" and the main issue of installing Citrix. It is relevant, focusing on the key interactions between Speaker 4 and Speaker 5. The summary is coherent, with a clear structure and logical flow of ideas. However, there are minor inaccuracies: the term \"my key\" is unclear and might be a transcription error, and the summary does not mention the initial voice issues between Speaker 4 and Speaker 5. The summary is mostly complete but could include the initial troubleshooting steps and the resolution to continue support via Teams in more detail. 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 primary issue of the caller (Speaker 5) needing assistance with installing Citrix on their computer. The summary has a clear structure, starting with the automated messages and the announcement about performance issues, then moving on to the main issue and its resolution, 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 considered slightly incomplete as it does not mention the initial voice quality issues and the need for Speaker 5 to provide their employee number and Accenture email address for verification purposes. Despite this, the summary covers the main problem and its resolution adequately.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Mentions the initial automated messages\n2. Notes the system-wide issue with \"my key\"\n3. Accurately describes the main problem (Citrix installation)\n4. Correctly outlines the solution process\n5. Captures the resolution (continuing via Teams)\n\nThe summary is concise while maintaining essential details. It follows a logical structure, starting with context and moving through the problem to resolution. The information is accurate and matches the transcript without any misrepresentations.\n\nHowever, there are minor omissions that could have added value:\n1. The verification process (employee number, email, callback number)\n2. The screen sharing component of the troubleshooting\n3. The specific mention of Windows 10\n\nDespite these small gaps, the summary succeeds in conveying the most important aspects of the interaction in a clear, coherent manner that gives readers a good understanding of what transpired.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "c9e05cac-9a23-41ed-90e9-64a55d585c62",
    "train_trial_index": 0,
    "predicted_text": " The employee, Speaker 3, is unable to log into their computer due to an error on the login screen. They called the IT helpdesk, Speaker 2, for assistance. Speaker 3 had received a code from their manager for approval to regain access to their work. However, when providing the incident number to the helpdesk, Speaker 2 was unable to locate it in their system. Speaker 2 suggested that Speaker 3 confirm the incident number with their manager, as the one provided did not match any records in the system. Speaker 3 agreed to reach out to their manager to verify the correct incident number and call back 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.  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>\n The employee, Speaker 3, is unable to log into their computer due to an error on the login screen. They called the IT helpdesk, Speaker 2, for assistance. Speaker 3 had received a code from their manager for approval to regain access to their work. However, when providing the incident number to the helpdesk, Speaker 2 was unable to locate it in their system. Speaker 2 suggested that Speaker 3 confirm the incident number with their manager, as the one provided did not match any records in the system. Speaker 3 agreed to reach out to their manager to verify the correct incident number and call back 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. It captures the key issue of Speaker 3 being unable to log in and needing a code from their manager, which was not found in the system by Speaker 2. The summary is relevant and sticks to the main topic without extraneous details. It is coherent, with a clear structure and logical flow of ideas. However, there is a minor inaccuracy: the transcript does not explicitly mention an error on the login screen, which the summary states. The summary is mostly complete, covering the main problem and the suggested resolution, but it could have mentioned the specific issue with the ticket number more clearly. Overall, the summary is of high quality but has a slight inaccuracy.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue and resolution within a brief length. It is also relevant, focusing on the employee's login issue and the helpdesk's attempt to resolve it. The summary has a clear structure, starting with the problem and ending with the proposed solution, 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 initial steps taken by the helpdesk to verify the employee's identity and account information. Nevertheless, the summary provides a fair description of the main problem and resolution.\n\nConsidering these factors, the summary scores well 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. 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 login access and verification problems.\n3. Coherence: The summary follows a logical flow from the initial problem to the attempted resolution and next steps.\n4. Accuracy: The details presented align correctly with the transcript, including the inability to locate the incident number and the need for verification.\n5. Completeness: It covers the main problem (login access), the attempted solution (code from manager), the complication (unmatched incident number), and the resolution plan (verifying with manager).\n\nMinor improvement could be made by mentioning it was specifically a temporary access pass for MFA setup, but this doesn't significantly impact the summary's overall quality. The summary successfully balances detail and brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": " The employee called the IT helpdesk to switch their Okta authenticator to a new phone. The helpdesk agent confirmed the request and informed the employee that a verification process was required. As the employee couldn't access their account through their phone, the agent decided to send a request to the employee's manager for approval. The agent assured the employee that once the manager approved the request, they should call back within 48 hours to avoid ticket closure. The agent then sent the request to the manager and asked the employee to wait for a call from the manager with the ticket number. The employee thanked the agent 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, 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>\n The employee called the IT helpdesk to switch their Okta authenticator to a new phone. The helpdesk agent confirmed the request and informed the employee that a verification process was required. As the employee couldn't access their account through their phone, the agent decided to send a request to the employee's manager for approval. The agent assured the employee that once the manager approved the request, they should call back within 48 hours to avoid ticket closure. The agent then sent the request to the manager and asked the employee to wait for a call from the manager with the ticket number. The employee thanked the agent 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, which is a positive aspect. It focuses on the employee's request to switch their Okta authenticator to a new phone and the subsequent steps taken by the helpdesk agent. The relevance is high as it sticks to the main topic without deviating into unnecessary details. The coherence is good, with a clear structure and logical flow of ideas.\n\nHowever, there are some minor inaccuracies and omissions. The summary does not mention the initial confusion about the personnel number and email address, which were part of the verification process. It also omits the detail that the employee's manager was out of the office, which could be relevant to the resolution timeline. Despite these omissions, the summary captures the essence of the call and the main actions taken.\n\nOverall, the summary is quite effective but could be slightly improved by including these additional details for completeness.",
        "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 switch their Okta authenticator to a new phone and the subsequent steps taken 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 reflects the information presented in the call transcript. The summary also provides a fair description of the main problem (the employee's need to switch their Okta authenticator) and the resolution (the agent sending a request to the employee's manager for approval), making it complete.\n\nHowever, the summary could be improved by including more specific details, such as the reason why the employee couldn't access their account through their phone. Nevertheless, the summary overall is of high quality.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the main elements of the call:\n1. Conciseness: The summary is brief while containing the key information about the Okta authenticator transfer request.\n2. Relevance: All information included is directly related to the main issue and resolution process.\n3. Coherence: The summary follows a logical flow from the initial request through the resolution steps.\n4. Accuracy: The details about the verification process, manager approval requirement, and 48-hour callback window are accurately represented.\n5. Completeness: The summary includes the essential problem (needing to switch Okta to new phone), process (manager approval needed), and next steps (waiting for manager's call with ticket number).\n\nMinor details like the discussion about Teams access and the manager being out of office were appropriately omitted as they weren't crucial to the main narrative. The summary maintains professional language and clearly communicates the key points of the interaction.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "7a310a7d-6627-4b7e-9f67-d18c063c073c",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves an Accenture employee (Speaker 5) contacting the CIO Service Desk (Speaker 4) to return their company laptop due to being on I-9 leave. The IT helpdesk agent (Speaker 4) offers assistance and sends a link to a form for the laptop return process. The employee (Speaker 5) is instructed to fill out the form and will receive a shipping label to return the laptop to their local office. The agent (Speaker 4) clarifies that the employee's manager or supervisor can provide any necessary information for the form. Once the form is submitted, an email will be sent with the shipping label. The call ends with the agent tagging the ticket as resolved and requesting feedback via email.",
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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.  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>\n The call transcript involves an Accenture employee (Speaker 5) contacting the CIO Service Desk (Speaker 4) to return their company laptop due to being on I-9 leave. The IT helpdesk agent (Speaker 4) offers assistance and sends a link to a form for the laptop return process. The employee (Speaker 5) is instructed to fill out the form and will receive a shipping label to return the laptop to their local office. The agent (Speaker 4) clarifies that the employee's manager or supervisor can provide any necessary information for the form. Once the form is submitted, an email will be sent with the shipping label. The call ends with the agent tagging the ticket as resolved and requesting feedback via 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 employee's need to return a laptop and the steps provided by the helpdesk agent. It is relevant, focusing on the key issue of the laptop return process. 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 high call volume message and the specific mention of Microsoft Teams for sending the form link. 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 laptop return due to being on I-9 leave. 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 discussed during the call, including the employee's reason for returning the laptop, the IT helpdesk agent's assistance, and the process for returning the laptop. 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 confusion about who to contact for the necessary information. Nevertheless, the summary provides a good overview of the call transcript and effectively conveys the main points.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Maintains brevity while covering essential points about the laptop return process\n2. Relevance: Focuses on the main purpose of the call (laptop return) and the steps involved\n3. Coherence: Presents information in a logical sequence from initial request to resolution\n4. Accuracy: Correctly represents the conversation details, including the I-9 leave context, form submission process, and shipping label procedure\n5. Completeness: Includes all major points - reason for return (I-9 leave), process (form submission), manager's involvement (for form information), and outcome (shipping label to be received)\n\nMinor improvement could be made by mentioning that the employee doesn't have Teams access, which affected how the agent had to communicate the information. Otherwise, the summary effectively distills a lengthy conversation into its essential components while maintaining accuracy and clarity.",
        "claude_score": 9.0
      }
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    "instance_id": "dc45dfdd-f705-4ee2-a729-4deb35ea4441",
    "train_trial_index": 0,
    "predicted_text": " The employee calls the IT helpdesk for assistance with accessing Accenture applications and sites, as they are receiving an error message related to conditional access. The IT helpdesk agent explains that the employee's machine is currently tagged as not compliant, which is causing the block. The agent initiates a remote session to troubleshoot and update software programs on the employee's machine. After the troubleshooting, the agent plans to remove the employee from conditional access, allowing them to log in again to the applications and access Accenture sites. The call ends with the agent transferring the remote session to a Level 2 technician for further 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, #### 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>\n The employee calls the IT helpdesk for assistance with accessing Accenture applications and sites, as they are receiving an error message related to conditional access. The IT helpdesk agent explains that the employee's machine is currently tagged as not compliant, which is causing the block. The agent initiates a remote session to troubleshoot and update software programs on the employee's machine. After the troubleshooting, the agent plans to remove the employee from conditional access, allowing them to log in again to the applications and access Accenture sites. The call ends with the agent transferring the remote session to a Level 2 technician 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, which is a positive aspect. It focuses on the key issue of the employee being unable to access Accenture applications due to a conditional access error and the steps taken by the IT helpdesk agent to resolve the issue. The relevance is high as it sticks to the main topic without deviating into unnecessary details. The coherence is good, with a clear structure and logical flow of ideas.\n\nHowever, there are some minor inaccuracies and omissions. For instance, the summary does not mention the initial high call volume and the specific error related to Adobe Creative Cloud compliance. Additionally, the summary could have included the fact that the employee did not know their employee number and had to provide their email and callback number instead. These details, while minor, contribute to a more complete understanding of the call.\n\nOverall, the summary is quite good but could be slightly improved for completeness and accuracy.",
        "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 access issue and the IT helpdesk's assistance. 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. However, the summary could be considered somewhat incomplete as it does not mention the specific reason for the non-compliance (the Adobe Creative Cloud issue) or the employee's situation that led to the problem. Despite this, it covers the main problem and the proposed resolution.\n\nGiven these considerations, the summary scores well on conciseness, relevance, coherence, and accuracy but slightly lower on completeness. Overall, it provides a clear and helpful overview of the call, with only minor details omitted.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core issue (conditional access/compliance problem) and the proposed solution (remote troubleshooting with Level 2 support). It maintains good conciseness while including essential details about the problem and resolution process. The information flows logically from problem identification to solution steps.\n\nHowever, there are a few minor omissions that could have added context:\n1. The specific mention of Adobe Creative Cloud compliance issue\n2. The estimated troubleshooting time (30-40 minutes)\n3. The detail about using the chat box for Level 2 communication\n\nThe summary is highly accurate with no factual errors, and it maintains relevance by focusing on the key aspects of the interaction. The structure is coherent, moving from problem description to resolution steps in a logical sequence. While not every detail is included, the summary captures the most important aspects of the call, making it an effective executive summary of the interaction.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "21b0ea32-fc29-40f8-9649-d1c5aade7780",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk to inquire about a password reset request that was supposed to be sent to their manager. However, the manager had not received any request. The helpdesk agent confirmed that the request was sent but not yet approved by the manager. The agent could not provide the manager's name due to privacy reasons. The agent mentioned that if the manager does not approve the request within 48 hours, the ticket will be reassigned to the local tech support for further assistance. The employee expressed concern about needing access by Monday, and the agent advised them to wait for an update from their management team.",
    "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>\n The employee called the IT helpdesk to inquire about a password reset request that was supposed to be sent to their manager. However, the manager had not received any request. The helpdesk agent confirmed that the request was sent but not yet approved by the manager. The agent could not provide the manager's name due to privacy reasons. The agent mentioned that if the manager does not approve the request within 48 hours, the ticket will be reassigned to the local tech support for further assistance. The employee expressed concern about needing access by Monday, and the agent advised them to wait for an update from their management 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, making it brief and to the point. It focuses on the relevant information about the password reset request and the issues faced by the employee. The structure and flow of ideas are clear, making it easy to understand and follow. 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 initial instructions given by Speaker 1 and the high call volume mentioned by Speaker 2, which could provide additional context. Overall, it 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 concern about the 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 states the main points discussed in the call transcript, including the employee's concern, the agent's confirmation of the request, and the next steps. 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 call regarding resetting their password and the agent's initial response. Nevertheless, the summary provides a good overview of the call transcript and effectively conveys the main points.\n\nGiven the strengths of the summary, I would score it highly, with a minor deduction for the lack of specific details.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Efficiently condenses a lengthy conversation into essential points without unnecessary details\n2. Relevance: Focuses on the core issue (password reset request and manager approval process)\n3. Coherence: Presents information in a logical sequence, from initial problem to resolution steps\n4. Accuracy: Correctly represents the conversation details, including the 48-hour timeline and escalation process\n5. Completeness: Includes both the problem (manager not receiving request) and resolution path (waiting for approval or local tech support escalation)\n\nMinor improvements could include mentioning the initial automated system message about high call volume due to MyKey issues, though this wasn't directly relevant to the caller's specific issue. The summary effectively captures the employee's urgency about Monday access while maintaining professional tone and accuracy.\n\nOverall, the summary meets all key criteria with strong attention to detail and proper context.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "4f613b43-abd5-4204-bcdd-c7479f183e2d",
    "train_trial_index": 0,
    "predicted_text": " The employee, identified as Speaker 4, is having trouble resetting their password and calls the IT helpdesk for assistance. The helpdesk agent, Speaker 3, confirms the employee's identity and asks for their callback number and Accenture email. Speaker 4 explains that they were provided with a password to log in, but it says the password is incorrect, and they don't have the option to reset it. Speaker 3 checks the employee's account and finds an open incident ticket. The agent puts Speaker 4 on hold to check the ticket and discovers that the employee was advised to go to the local office for a password reset. However, Speaker 4 clarifies that they were told a manager should authorize the reset, but they don't have a higher manager to report to. Speaker 3 explains that the ticket has been assigned to the local team for verification, and Speaker 4 should go to the local office for assistance. Speaker 4 understands and plans to visit the office on Monday, as it's currently Friday.",
    "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>\n The employee, identified as Speaker 4, is having trouble resetting their password and calls the IT helpdesk for assistance. The helpdesk agent, Speaker 3, confirms the employee's identity and asks for their callback number and Accenture email. Speaker 4 explains that they were provided with a password to log in, but it says the password is incorrect, and they don't have the option to reset it. Speaker 3 checks the employee's account and finds an open incident ticket. The agent puts Speaker 4 on hold to check the ticket and discovers that the employee was advised to go to the local office for a password reset. However, Speaker 4 clarifies that they were told a manager should authorize the reset, but they don't have a higher manager to report to. Speaker 3 explains that the ticket has been assigned to the local team for verification, and Speaker 4 should go to the local office for assistance. Speaker 4 understands and plans to visit the office on Monday, as it's currently Friday.\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 elements: the employee's issue with resetting the password, the verification process, the open incident ticket, and the advice to visit the local office. The information is relevant and follows a logical structure, maintaining coherence throughout. However, the summary misses some minor details, such as the employee's frustration about not being contacted within an hour and the specific confusion about the manager's authorization. These details could provide a more complete picture of the employee's concerns. Overall, the summary is accurate and covers the main points but could be slightly more comprehensive.",
        "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 password reset issue and the helpdesk agent's assistance. The summary has a clear structure, making it easy to follow and understand, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the employee's issue, the agent's actions, and the resolution. The summary also provides a fair description of the main problems and resolutions, achieving completeness.\n\nHowever, there are minor details omitted, such as the initial automated messages and the employee's personnel number confirmation, but these do not affect the overall understanding of the issue and 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 conversation:\n1. Conciseness: It presents the essential information without unnecessary details, maintaining good brevity while covering key points.\n2. Relevance: All information included directly relates to the password reset issue and resolution process.\n3. Coherence: The summary follows a logical flow from problem identification to resolution steps, making it easy to follow.\n4. Accuracy: The summary correctly represents the conversation details, including the confusion about manager authorization and the need to visit the local office.\n5. Completeness: It covers both the initial problem (incorrect password), the attempted solutions (manager authorization), and the final resolution (visiting local office).\n\nMinor improvements could include mentioning that this was the employee's first time creating their profile on myid.accenture.com, which provides important context. Also, the detail about the 48-hour manager vouching window could have been included. Otherwise, the summary effectively captures the essence of the interaction.",
        "claude_score": 9.0
      }
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  },
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    "instance_id": "d2df77c7-e3e4-4a53-812f-8f712baa4e2e",
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    "predicted_text": " The call begins with an automated message directing the caller to various support options. Speaker 2 then informs callers about ongoing performance issues with \"my key\" and directs them to a specific support page. Speaker 3, an IT helpdesk agent, takes over and assists Speaker 4, who is experiencing issues downloading an internal Excel file from a PowerPoint presentation. The file requires macros to be enabled, but the user keeps receiving a security notice stating that macros have been disabled by the Enterprise Administrator. After troubleshooting, the agent initiates a remote session to further investigate the issue with level two support. The call ends with the agent and user continuing the troubleshooting process 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, 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>\n The call begins with an automated message directing the caller to various support options. Speaker 2 then informs callers about ongoing performance issues with \"my key\" and directs them to a specific support page. Speaker 3, an IT helpdesk agent, takes over and assists Speaker 4, who is experiencing issues downloading an internal Excel file from a PowerPoint presentation. The file requires macros to be enabled, but the user keeps receiving a security notice stating that macros have been disabled by the Enterprise Administrator. After troubleshooting, the agent initiates a remote session to further investigate the issue with level two support. The call ends with the agent and user continuing the troubleshooting process 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 automated message, the performance issue with \"my key,\" and the specific problem with the Excel file embedded in a PowerPoint presentation. The relevance is high as it focuses on the main issue and the steps taken to resolve it. The coherence is good, with a clear structure and logical flow of ideas. The accuracy is mostly correct, but there is a minor error: the summary mentions \"my key,\" which is not clearly explained in the transcript. The completeness is adequate, covering the main problem and the resolution steps, including the remote session and level two support. However, it could have mentioned the user's long-term issue with the file and the fact that only this user is experiencing the problem.",
        "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 primary issue of the caller and the steps taken by the IT helpdesk agent to resolve it. The summary has a clear structure, starting with the automated message and the general announcement, then moving on to the specific issue and the troubleshooting process, 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 details. However, it could be considered slightly incomplete as it does not mention the uniqueness of the caller's issue (being the only one among hundreds of users to experience this problem) or the agent's initial request for a screenshot of the error message. Despite these minor omissions, the summary provides a fair description of the main problem and the steps taken towards resolution.\n\nGiven these considerations, the summary scores well across the criteria of conciseness, relevance, coherence, accuracy, and completeness, with only minor room for improvement in completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately presents the initial automated message and system status update\n2. Correctly identifies the main issue (Excel file with macro permissions)\n3. Includes important context (internal file, embedded in PowerPoint)\n4. Captures the resolution path (remote session initiation)\n\nHowever, it could be improved by:\n1. Mentioning that the user has been using the file for 7 years\n2. Including the unique nature of the problem (only user experiencing it among hundreds)\n3. Being more specific about the resolution process (the agent consulting level two support)\n\nThe summary maintains good coherence, flowing logically from problem introduction to attempted resolution. It's concise while including relevant details and avoids any factual errors. While it captures the main narrative, it misses some contextual details that would provide a fuller understanding of the situation's uniqueness and persistence.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "b39cf50e-e148-46f7-93ce-9de3620bcd3b",
    "train_trial_index": 0,
    "predicted_text": " The call transcript details a conversation between an employee and the IT helpdesk of a company. The employee, using a MacBook, is experiencing issues with logging into Teams and Outlook, receiving an error message stating that the device is not compliant. However, upon checking the device's compliance status on the company's portal, it shows as compliant. The IT helpdesk agent confirms the compliance status and proceeds to troubleshoot the issue by remotely accessing the employee's device. The agent plans to run a troubleshooting tool and then attempt to re-sign the employee into Teams and Outlook. The agent informs the employee that the process may take a while and asks for permission to continue the remediation via remote session. The employee agrees, and the call ends with the agent promising to update the employee on the progress.",
    "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 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>\n The call transcript details a conversation between an employee and the IT helpdesk of a company. The employee, using a MacBook, is experiencing issues with logging into Teams and Outlook, receiving an error message stating that the device is not compliant. However, upon checking the device's compliance status on the company's portal, it shows as compliant. The IT helpdesk agent confirms the compliance status and proceeds to troubleshoot the issue by remotely accessing the employee's device. The agent plans to run a troubleshooting tool and then attempt to re-sign the employee into Teams and Outlook. The agent informs the employee that the process may take a while and asks for permission to continue the remediation via remote session. The employee agrees, and the call ends with the agent promising to update the employee on the 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 employee's issue with logging into Teams and Outlook, the compliance error, and the IT helpdesk's troubleshooting steps. 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 accurate, reflecting the key details of the conversation without any false or misleading information. However, it lacks some minor details, such as the specific steps taken during the remote session and the exact nature of the troubleshooting tool used. 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 by the IT helpdesk agent to resolve the problem. It remains relevant to the topic, focusing on the employee's login issues with Teams and Outlook. The structure is coherent, making it easy to follow the sequence of events. The information presented is accurate, aligning with the details provided in the call transcript. However, the summary could be considered somewhat incomplete as it does not mention the initial automated message about performance issues with \"my key\" and the \"gone fishing page,\" but this omission does not directly impact the understanding of the employee's specific issue and its resolution. Overall, the summary does a good job of capturing the essence of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core issue (login problems with Teams/Outlook despite device showing as compliant) and the resolution process (remote troubleshooting). It maintains good coherence by presenting events in a logical sequence and uses clear language. The summary is concise while including essential details about the device type (MacBook), the specific error message, and the planned resolution approach. It accurately represents the conversation without adding incorrect information. However, there are a few minor omissions that could have added context: the timing of the issue (6 hours prior), the specific steps taken to verify compliance (myequipment.accenture.com), and the detailed process of establishing remote access (123rescue.com with PIN). Despite these small gaps, the summary provides a complete enough picture of the interaction for understanding the issue and resolution approach. The balance between brevity and informativeness is well-maintained, making it an effective summary overall.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "1eea85f8-c776-41b3-8d25-8a816ff20795",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk received a call from an employee who was having trouble setting up Microsoft Word and Teams on their Accenture phone. The employee's phone was not yet registered on the system under their MFA authentication, and they needed a tap to proceed. The helpdesk agent instructed the employee to uninstall and reinstall the Authenticator app, then guided them through the process of creating a temporary access pass to set up MFA correctly. After successfully adding the account to the Authenticator app, the employee was able to access Outlook and other Accenture apps. The helpdesk agent closed the ticket and reminded the employee to fill out a survey regarding their 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 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>\n The company's IT helpdesk received a call from an employee who was having trouble setting up Microsoft Word and Teams on their Accenture phone. The employee's phone was not yet registered on the system under their MFA authentication, and they needed a tap to proceed. The helpdesk agent instructed the employee to uninstall and reinstall the Authenticator app, then guided them through the process of creating a temporary access pass to set up MFA correctly. After successfully adding the account to the Authenticator app, the employee was able to access Outlook and other Accenture apps. The helpdesk agent closed the ticket and reminded the employee to fill out a survey regarding 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, making it easy to read and understand. It captures the key issue of the employee's difficulty in setting up Microsoft Word and Teams due to MFA authentication problems. The summary also accurately describes the steps taken by the helpdesk agent to resolve the issue, including uninstalling and reinstalling the Authenticator app and creating a temporary access pass. The flow of ideas is coherent, and the summary maintains relevance by focusing on the main topic. However, it omits some specific details, such as the employee's initial confusion with the Authenticator app and the exact steps taken to resolve the issue. Despite this, the summary provides a fair description of the main problems and resolutions. Overall, it is a well-rounded summary but could benefit from slightly more detail for completeness.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It is also relevant, focusing on the employee's problem with setting up Microsoft Word and Teams on their Accenture phone. The coherence of the summary is clear, with a logical flow of ideas that makes it easy to understand the sequence of events and the solution provided by the helpdesk agent.\n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the steps taken to resolve the issue. The summary is also complete, covering the main problem (the employee's phone not being registered under their MFA authentication) and the resolution (successfully adding the account to the Authenticator app and accessing Accenture apps).\n\nGiven these strengths, 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 core problem (MFA authentication issues on Accenture phone) and the resolution process (reinstalling Authenticator app and using temporary access pass). It maintains good coherence by presenting events in chronological order and uses clear language. The summary is concise while including essential details about both the problem and solution.\n\nFor accuracy, all stated facts align with the transcript. The summary correctly identifies the key steps taken to resolve the issue, including the uninstallation/reinstallation of the Authenticator app and the temporary access pass process.\n\nRegarding completeness, the summary covers the main aspects of the interaction, including the initial problem, troubleshooting steps, successful resolution, and follow-up (survey request).\n\nThe only minor improvement could be mentioning that the employee initially experienced a circular loop between apps before the solution was implemented, which would have better illustrated the nature of the problem. However, this doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
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    "predicted_text": " The employee called the IT helpdesk to reset their password as they were locked out of their machine due to an incorrect PIN entry. The helpdesk agent suggested using the MyID website to reset the password, but the employee mentioned they had already tried that. The agent then attempted to verify the employee's identity through a series of questions, including their personal number, office location, and official start date. However, the employee was unable to provide the exact start date. The agent suggested visiting the local office or contacting PeopleLine to obtain the information, but the employee requested a verification call instead. The agent agreed to call back in 1-2 minutes to verify the employee's identity and proceed with the password reset.",
    "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...\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>\n The employee called the IT helpdesk to reset their password as they were locked out of their machine due to an incorrect PIN entry. The helpdesk agent suggested using the MyID website to reset the password, but the employee mentioned they had already tried that. The agent then attempted to verify the employee's identity through a series of questions, including their personal number, office location, and official start date. However, the employee was unable to provide the exact start date. The agent suggested visiting the local office or contacting PeopleLine to obtain the information, but the employee requested a verification call instead. The agent agreed to call back in 1-2 minutes to verify the employee's identity and proceed with the password reset.\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 being locked out due to an incorrect PIN, the suggestion to use the MyID website, and the subsequent verification process. The relevance is high as it focuses on the main topic of the password reset issue. The coherence is good, with a clear structure and logical flow of ideas. The accuracy is mostly correct, but it misses some details such as the employee's attempt to provide the enterprise ID of the previous helper and the discussion about alternative verification methods. The completeness is adequate but could be improved by including these additional details to provide a fuller picture 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 password reset issue and the helpdesk agent's attempts to verify their identity. 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 reason for calling, the agent's suggestions, and the issues with verifying the employee's identity. However, it does not mention the employee's initial attempt to reset their password using a temporary password or the agent's explanation for why the employee's authenticator was not fully set up.\n\nThe summary is mostly complete, covering the main problems and resolutions, but it could benefit from including a few more details to provide a more comprehensive understanding of the call.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main flow of the conversation and key points:\n1. Accurately describes the initial problem (locked out due to PIN)\n2. Mentions the attempted solution via MyID website\n3. Details the verification process and challenges\n4. Includes the final proposed solution (verification call)\n\nHowever, it misses some important context:\n- Doesn't mention this was a follow-up call after receiving a temporary password\n- Omits the detail about the authenticator not being fully set up\n- Doesn't mention the attempted Teams verification\n- Skips the discussion about supervisor escalation request\n\nThe summary is concise and well-structured, maintaining good coherence and flow. The information presented is accurate, though not complete. It focuses on relevant information and avoids unnecessary details. While it captures the main narrative, the omission of some key details slightly reduces its completeness score.",
        "claude_score": 8.0
      }
    }
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    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk for assistance with accessing their account. They mentioned that they had obtained a password on Thursday but were now unable to access their account. The IT representative asked for the employee's ID number and checked their details. The employee then explained that they were receiving an error message stating that their sign-in was successful but did not meet the criteria. The IT representative clarified that the employee was trying to log in using their personal laptop and informed them that they would not be able to access their Accenture accounts on a non-Accenture laptop due to company policy. The employee acknowledged this and thanked the representative 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: 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>\n The employee called the IT helpdesk for assistance with accessing their account. They mentioned that they had obtained a password on Thursday but were now unable to access their account. The IT representative asked for the employee's ID number and checked their details. The employee then explained that they were receiving an error message stating that their sign-in was successful but did not meet the criteria. The IT representative clarified that the employee was trying to log in using their personal laptop and informed them that they would not be able to access their Accenture accounts on a non-Accenture laptop due to company policy. The employee acknowledged this and thanked the representative 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 captures the main points of the call, including the employee's issue with accessing their account, the error message received, and the resolution provided by the IT representative. The information is relevant and directly related to 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 discussed in the call. However, the summary could be more complete by including the initial language barrier and the fact that the employee was using a personal laptop because they had not yet received their Accenture laptop. Overall, the summary is effective but could benefit from a bit more detail for completeness.",
        "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 account and the IT representative'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 problem, the IT representative's actions, and the resolution provided. However, it does not mention the employee's attempt to access their account through the Workday app, which is a minor detail but adds to the completeness of the narrative.\n\nThe summary provides a fair description of the main problem and resolution, making it complete in the context of the call transcript. Overall, the summary meets the criteria effectively, with only a minor omission that does not significantly impact its overall quality.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Identifies the main issue (access problems after getting password)\n2. Includes the error message encountered\n3. Accurately presents the root cause (personal vs. Accenture laptop)\n4. Captures the resolution/explanation provided\n\nThe summary is concise while maintaining relevance and accuracy. It follows a logical flow from problem presentation to resolution. The language is clear and professional.\n\nMinor improvements could include:\n- Mentioning the initial language barrier (Spanish to English transition)\n- Including that the employee hasn't received their Accenture laptop yet\n- Noting that the employee tried accessing from multiple devices (laptop and mobile)\n\nHowever, these are secondary details, and their omission doesn't significantly impact the summary's effectiveness. The summary successfully captures the core interaction and resolution, maintaining both brevity and accuracy while including all crucial information.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "fcb6daed-5ed9-4664-b7ef-171367be758a",
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    "predicted_text": " The employee, who recently had a name change and enterprise ID change, has been locked out of their system for 24 hours. They have made multiple calls to support and are now speaking with an IT helpdesk agent. The agent confirms the employee's identity and generates a temporary access pass to enable phone sign-in on the Microsoft Authenticator app. After successfully registering the phone sign-in, the agent informs the employee that there may be a replication time of up to 30 minutes before they can access Accenture sites on their laptop. However, the employee can try accessing applications on their phone immediately. The agent tags a ticket for follow-up and encourages the employee to leave feedback if they receive an email regarding the ticket.",
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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...\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>\n The employee, who recently had a name change and enterprise ID change, has been locked out of their system for 24 hours. They have made multiple calls to support and are now speaking with an IT helpdesk agent. The agent confirms the employee's identity and generates a temporary access pass to enable phone sign-in on the Microsoft Authenticator app. After successfully registering the phone sign-in, the agent informs the employee that there may be a replication time of up to 30 minutes before they can access Accenture sites on their laptop. However, the employee can try accessing applications on their phone immediately. The agent tags a ticket for follow-up and encourages the employee to leave feedback if they receive an email regarding 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, the steps taken by the agent, and the resolution. It is relevant, focusing on the main topic of the employee being locked out and the steps to resolve it. The summary is coherent, with a clear structure and flow of ideas that make 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 high call volume mentioned at the beginning and the specific difficulties the employee faced with different devices. 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 and the resolution provided by the IT helpdesk agent. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nThe summary is accurate, with all information presented being factually correct based on the call transcript. It also provides a fair description of the main problem (the employee's lockout due to a name change and enterprise ID change) and the resolution (the agent generating a temporary access pass to enable phone sign-in on the Microsoft Authenticator app).\n\nThe only potential improvement could be the inclusion of more details about the employee's previous attempts to resolve the issue, but overall, the summary is complete and effectively conveys the necessary information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: Employee's situation (name change, locked out, multiple previous calls)\n2. Problem: Unable to access system after enterprise ID change\n3. Solution: Agent provides temporary access pass for Microsoft Authenticator\n4. Resolution: Successfully enables phone sign-in\n5. Follow-up: Information about replication time and ticket creation\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical structure from problem identification to resolution. The information presented is accurate to the transcript, correctly noting the 24-hour lockout period and 30-minute replication time. It effectively captures both the technical solution and the procedural aspects of the interaction. The only minor omission is that it doesn't mention the employee can still access client-related applications (Slack, Zoom) despite being locked out of Accenture systems, but this isn't crucial to the main narrative.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "d09cf6f2-414c-412c-bc13-f9b3bbb282f2",
    "train_trial_index": 0,
    "predicted_text": " The employee called the IT helpdesk to report an issue with their Microsoft 365 license, which was set to be deactivated soon. The IT helpdesk agent confirmed the issue and informed the employee that they needed to reinstate their license. The agent provided the employee with a link to request a new license and guided them through the process of filling out the necessary information. The employee was instructed to put their manager or HR partner as the approver and their WBS as the charge code. Once the request was approved, the employee would receive an email confirmation and the issue would be resolved within 24 hours. The agent tagged the ticket as resolved and thanked the employee 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>\n The employee called the IT helpdesk to report an issue with their Microsoft 365 license, which was set to be deactivated soon. The IT helpdesk agent confirmed the issue and informed the employee that they needed to reinstate their license. The agent provided the employee with a link to request a new license and guided them through the process of filling out the necessary information. The employee was instructed to put their manager or HR partner as the approver and their WBS as the charge code. Once the request was approved, the employee would receive an email confirmation and the issue would be resolved within 24 hours. The agent tagged the ticket as resolved and thanked the employee 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, focusing on the issue with the Microsoft 365 license and the steps taken to resolve it. 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 misleading content. However, it misses some minor details, such as the initial technical shutdown mentioned by the employee and the remote session setup, which could provide a more complete picture of the interaction. Overall, it 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 issue and resolution within a brief length. It is also relevant, focusing on the employee's Microsoft 365 license issue and the steps taken to resolve it. The summary has a clear structure, starting with the problem, then describing the solution, and finally, the outcome, 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 considered slightly incomplete as it does not mention the initial context of the employee's recent tech shutdown and reactivation of Accenture accounts, which might provide additional context to the issue. Nonetheless, it covers the main problem and resolution effectively.\n\nGiven these considerations, the summary scores well on conciseness, relevance, coherence, and accuracy but slightly lower on completeness. Overall, it provides a clear and accurate summary of the call transcript's main points.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the core issue (Microsoft 365 license deactivation)\n2. Correctly describes the solution process (submitting license request)\n3. Includes important details about approver options and charge code requirements\n4. Mentions the resolution timeline (24 hours)\n5. Maintains good coherence with a logical flow from problem to solution\n\nThe summary is concise while retaining essential information and avoids including unnecessary details like the remote session setup or PIN numbers. It's highly relevant, focusing on the main issue and its resolution. The information presented is accurate and matches the transcript.\n\nMinor improvement could be mentioning that this issue occurred after a recent tech shutdown/deactivation of Accenture accounts, which provides important context. However, this doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with a login system, directing users to a \"gone fishing\" page. An employee calls for assistance with creating a new group on ServiceNow. The helpdesk agent confirms they can assist and asks for the employee's email address and callback number. The agent then requests the ServiceNow link to check the issue and offers to create a ticket to resolve the problem. The call ends with the agent confirming they will tag the ticket as they solve the issue.",
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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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with a login system, directing users to a \"gone fishing\" page. An employee calls for assistance with creating a new group on ServiceNow. The helpdesk agent confirms they can assist and asks for the employee's email address and callback number. The agent then requests the ServiceNow link to check the issue and offers to create a ticket to resolve the problem. The call ends with the agent confirming they will tag the ticket as they solve 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 high call volume due to login issues and the employee's request for assistance with ServiceNow. It is relevant and focuses on the key issues discussed. The structure is coherent, making it easy to follow. However, there are some inaccuracies and omissions. The summary mentions the agent will tag the ticket as they solve the issue, but the transcript indicates the agent will create a ticket and tag it as resolved, which is slightly different. Additionally, the summary does not mention the initial automated messages and the agent's confirmation of the employee's details, which are part of the call's context. Overall, the summary is fairly complete but could be more precise and include all relevant 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 employee's issue with creating a new group on ServiceNow 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 states the issue with the login system and the employee's request for help with ServiceNow. However, it does not mention the employee's second question, which is not addressed in the summary. This omission affects the completeness of the summary.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript, but it could be improved by including more details about the employee's concerns and the agent's resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures several key elements but has some notable gaps:\n\n1. Conciseness: The summary is appropriately brief while including key details.\n\n2. Relevance: While it mentions the system-wide login issues from the automated message, this wasn't actually part of the caller's specific issue, which could be misleading.\n\n3. Coherence: The summary flows logically from the system status to the specific call interaction.\n\n4. Accuracy: The summary accurately represents the interaction regarding ServiceNow, but includes the automated message about login issues as if it were part of the main conversation.\n\n5. Completeness: The summary misses that the caller had \"two questions\" (only one about creating a group is mentioned), and doesn't capture the confusion about whether they were calling the right department/number. It also doesn't mention the Teams communication attempt between agent and caller.\n\nWhile the summary provides a decent overview, the inclusion of non-relevant automated messages and missing key details from the actual conversation reduces its effectiveness.",
        "claude_score": 7.0
      }
    }
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    "predicted_text": " The call transcript involves an employee (Speaker 6) contacting the company's IT helpdesk for assistance with enabling recording on Microsoft Teams. The employee initially struggles to communicate their employee number and email address due to a muffled connection. After confirming their identity, the IT helpdesk agent (Speaker 5) informs the employee that they will send a link to request recording permissions. The agent clarifies that the employee needs to fill out a form and wait for approval, which may take up to 24 hours for replication. The employee acknowledges the instructions and thanks the agent for their help before the call ends.",
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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>\n The call transcript involves an employee (Speaker 6) contacting the company's IT helpdesk for assistance with enabling recording on Microsoft Teams. The employee initially struggles to communicate their employee number and email address due to a muffled connection. After confirming their identity, the IT helpdesk agent (Speaker 5) informs the employee that they will send a link to request recording permissions. The agent clarifies that the employee needs to fill out a form and wait for approval, which may take up to 24 hours for replication. The employee acknowledges the instructions and thanks the agent for their help before 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 request for Microsoft Teams recording permissions and the 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, making it easy to understand. The accuracy of the summary is high, as it correctly reflects the key details of the conversation. However, the summary could be more complete by mentioning the initial high call volume and performance issues, as well as the repeated communication difficulties due to the bad connection. These details provide additional context to the call and the challenges faced by both parties.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue and resolution within a brief length. It is relevant to the main topic, focusing on the employee's request for recording permissions on Microsoft Teams. The summary has a clear structure and flow of ideas, making it easy to understand and follow. The information presented is factually correct, accurately reflecting the conversation between the employee and the IT helpdesk agent. However, the summary could be improved by including more details about the initial issues with the employee's identity verification and the agent's apology for the inconvenience. Despite this, the summary provides a fair description of the main problem and resolution, making it a good representation of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core elements of the interaction:\n1. Conciseness: It efficiently presents the key points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: It focuses on the main purpose of the call (Teams recording permission) and the resolution process.\n3. Coherence: The summary flows logically from problem identification to solution steps.\n4. Accuracy: The details provided match the transcript, including the 24-hour replication period and the need for approval.\n5. Completeness: While the summary captures the main interaction, it could have mentioned that there were two different links provided (Microsoft Teams recording service and Teams recording enablement) and specified that the second link was the appropriate one to use.\n\nThe summary meets most quality criteria well, though there's room for minor improvement in completeness. The communication difficulties due to connection issues are appropriately noted without overshadowing the main content.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "c4f681b9-4fcc-4927-87b9-12f24e8256d8",
    "train_trial_index": 0,
    "predicted_text": " The employee, who recently arrived in the US from India, called the IT helpdesk for assistance with logging into their laptop. The helpdesk agent, who only supports users from Canada or the USA, informed the employee that they need to contact the India helpdesk due to their origin. The agent was unable to transfer the call directly due to technical issues and provided the India helpdesk's phone number to the employee for further assistance.",
    "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.\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>\n The employee, who recently arrived in the US from India, called the IT helpdesk for assistance with logging into their laptop. The helpdesk agent, who only supports users from Canada or the USA, informed the employee that they need to contact the India helpdesk due to their origin. The agent was unable to transfer the call directly due to technical issues and provided the India helpdesk's phone number to the employee 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, which is a positive aspect. It captures the key details: the employee's recent arrival in the US, the issue with logging into the laptop, and the helpdesk agent's response. The relevance is high as all the information presented pertains directly to the main topic of the call. The coherence is good; the summary has a clear structure and flow, making it easy to understand.\n\nHowever, there are minor inaccuracies. The summary states that the agent informed the employee they need to contact the India helpdesk \"due to their origin,\" which is slightly misleading. The agent mentioned that they only support users from Canada or the USA, not specifically because of the employee's origin. Additionally, the summary does not mention the repeated attempts by the employee to clarify their current location in the US, which is a relevant detail.\n\nOverall, the summary is mostly accurate and complete but could be slightly improved for precision and completeness.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue and resolution within a few sentences. It is also relevant, focusing on the employee's login issue and the helpdesk agent's response. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. The information presented is factually correct, matching the details in the call transcript, which ensures accuracy. However, the summary could be considered slightly incomplete as it does not mention the initial automated messages and the employee's attempt to seek assistance through the provided options. Nonetheless, it captures the essence of the main problem and the resolution provided by the helpdesk agent.\n\nGiven these considerations, the summary scores well across most criteria, with a slight deduction for completeness. Overall, it effectively conveys the necessary information in a clear and concise manner.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Context: Employee just arrived in US from India\n2. Problem: Unable to log into laptop\n3. Resolution: Directed to India helpdesk due to user origin\n4. Outcome: Provided India helpdesk phone number\n\nThe summary is concise yet includes all essential information. It maintains coherence by presenting events in a logical sequence. The information is accurate to the transcript and doesn't include any misleading details. It's relevant, focusing on the core interaction without unnecessary details from the automated system prompts at the beginning.\n\nThe only minor improvement could be mentioning that the technical issues prevented direct transfer, but this is a secondary detail. The summary successfully captures the main concern (login issues), the complication (jurisdiction/support boundary), and the resolution (referral to India helpdesk).\n\nOverall, the summary demonstrates excellent balance between brevity and completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "a78341ed-f75d-4714-ac8b-dc0dc4582ed1",
    "train_trial_index": 0,
    "predicted_text": " The company's IT helpdesk is experiencing high call volume due to performance issues with MyKey, causing users to be directed to a phishing page upon login. The team is actively working to resolve this issue. An employee calls in with a problem logging into Teams on their cell phone, as they are passwordless and having trouble with the Authenticator app. However, while on the call with the helpdesk, the employee manages to resolve the issue themselves and the call ends with the helpdesk closing the ticket and requesting feedback via email.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 768.0,
      "num_output_tokens": 116.0,
      "inference_runtime": 2.2166051864624023,
      "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, 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>\n The company's IT helpdesk is experiencing high call volume due to performance issues with MyKey, causing users to be directed to a phishing page upon login. The team is actively working to resolve this issue. An employee calls in with a problem logging into Teams on their cell phone, as they are passwordless and having trouble with the Authenticator app. However, while on the call with the helpdesk, the employee manages to resolve the issue themselves and the call ends with the helpdesk closing the ticket and requesting feedback via 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 transcript. It mentions the high call volume due to MyKey performance issues and the phishing page problem, which are relevant to the main topic. The summary also accurately describes the employee's issue with logging into Teams and how it was resolved during the call. The structure and flow of the summary are clear and easy to follow. However, the summary could be slightly more complete by mentioning the specific steps the employee took to resolve the issue and the helpdesk's request for feedback via email. Overall, the summary is accurate and provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issues and resolution within a brief length. It is also relevant, focusing on the employee's problem and the helpdesk's response. The structure is coherent, making it easy to follow and understand. The summary is accurate, correctly stating the issues with MyKey and the employee's problem with logging into Teams. However, it could be more complete by mentioning the initial automated messages and the employee's confusion about their personnel number. Despite this, the summary covers the main concerns and resolution, providing a fair description of the call. Overall, the summary is well-written and effectively conveys the necessary information.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the system-wide MyKey issue causing phishing page redirects\n2. Correctly presents the caller's Teams login problem and passwordless authentication situation\n3. Accurately reflects the resolution (self-solved during the call)\n4. Includes the final outcome (ticket closure and feedback request)\n\nThe summary is concise while maintaining essential details, has good flow from context to specific issue to resolution, and is factually accurate. It provides good context by mentioning the broader system issues before diving into the specific case.\n\nMinor improvements could be made by:\n- Including the verification process (employee number and contact details collection)\n- Being more specific about how the issue was resolved\n\nHowever, these are not critical omissions given the summary's purpose. The summary successfully balances brevity with informativeness while maintaining coherence and accuracy.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "d0b50c3c-c690-4131-bfda-fbe653b2fc87",
    "train_trial_index": 0,
    "predicted_text": " The employee, Speaker 4, contacts the IT helpdesk due to their Outlook account being disabled. They provide their Accenture email address and callback number to the IT representative, Speaker 3. Speaker 4 explains that they see error 500 on Google Chrome and an account disabled message on the application. Speaker 3 asks for a screenshot of the error and confirms that Speaker 4 has access to their Teams account. After checking, Speaker 3 informs Speaker 4 that they don't have email service yet for the app and web version. Since Speaker 4 is part of Accenture Federal Services (AFS), they need to contact the AFS Help Desk to request email service. Speaker 3 provides the necessary information for Speaker 4 to contact AFS-HD and resolve the issue.",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1390.0,
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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 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>\n The employee, Speaker 4, contacts the IT helpdesk due to their Outlook account being disabled. They provide their Accenture email address and callback number to the IT representative, Speaker 3. Speaker 4 explains that they see error 500 on Google Chrome and an account disabled message on the application. Speaker 3 asks for a screenshot of the error and confirms that Speaker 4 has access to their Teams account. After checking, Speaker 3 informs Speaker 4 that they don't have email service yet for the app and web version. Since Speaker 4 is part of Accenture Federal Services (AFS), they need to contact the AFS Help Desk to request email service. Speaker 3 provides the necessary information for Speaker 4 to contact AFS-HD and 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 effectively conveys the main points of the call, including the issue with the Outlook account, the error messages, and the final resolution. It maintains relevance by focusing on the key interactions and steps taken to address the problem. The structure is coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without introducing errors. However, it misses some minor details, such as the initial steps Speaker 3 took to verify Speaker 4's identity and the specific mention of the need for a OneDrive to send screenshots via Teams. Overall, it provides a fair description of the main concerns 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 main topic of the employee's disabled Outlook account and the steps taken 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 states the error messages seen by Speaker 4, the actions taken by Speaker 3, and the resolution provided. 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 error messages and the steps taken by Speaker 3 to investigate the issue. Additionally, the summary could benefit from a clearer statement of the final resolution, such as the fact that Speaker 3 tagged the ticket and closed the case.\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:\n1. Clearly identifies the main issue (disabled Outlook account)\n2. Includes relevant context (different errors on Chrome vs application)\n3. Accurately describes the resolution (need to contact AFS Help Desk)\n4. Maintains logical flow from problem identification to solution\n5. Includes important details about the user being AFS\n\nHowever, there are minor areas for improvement:\n1. Could mention that the account disable was due to being in last two weeks of finding a project\n2. Could note the attempted troubleshooting steps (trying to share screenshots)\n3. Could mention the Teams/OneDrive limitation discovered during troubleshooting\n\nOverall, the summary is concise while maintaining accuracy and covering the essential points. The structure is coherent, and the resolution is clearly stated. The minor omissions don't significantly impact the summary's effectiveness.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "f1944125-f139-442d-8035-7729e39adadf",
    "train_trial_index": 0,
    "predicted_text": " The employee (Speaker 5) is experiencing an issue with their remote desktop application, specifically when trying to access the Outlook app within the remote desktop. They receive an error message indicating a connection issue with the account. The IT helpdesk (Speaker 4) confirms that the employee's Accenture Outlook is functioning properly outside of the remote desktop. After consulting with their support team, the helpdesk determines that the issue lies within the remote desktop and advises the employee to contact their client's helpdesk for further assistance. The helpdesk creates a ticket for tracking purposes and informs the employee that they may receive a survey regarding the assistance provided.",
    "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.  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>\n The employee (Speaker 5) is experiencing an issue with their remote desktop application, specifically when trying to access the Outlook app within the remote desktop. They receive an error message indicating a connection issue with the account. The IT helpdesk (Speaker 4) confirms that the employee's Accenture Outlook is functioning properly outside of the remote desktop. After consulting with their support team, the helpdesk determines that the issue lies within the remote desktop and advises the employee to contact their client's helpdesk for further assistance. The helpdesk creates a ticket for tracking purposes and informs the employee that they may receive a survey regarding the assistance 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. It captures the key issue (remote desktop Outlook error), the troubleshooting steps taken, and the final resolution (contacting the client's helpdesk). 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. It accurately reflects the content of the call transcript without any misleading information. 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 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 remote desktop application and the helpdesk's response. The structure is coherent, making it easy to follow and understand the sequence of events. The information presented is accurate, aligning with the details provided in the call transcript. The summary also provides a complete description of the main problem and resolution, including the helpdesk's actions and advice to the employee. However, it does not capture the initial automated messages and the context of high call volume due to performance issues, but these are not crucial to the main issue at hand.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the core issue and resolution without unnecessary details\n2. Relevance: Focuses on the main problem (Outlook access in remote desktop) and its resolution\n3. Coherence: Follows a logical flow from problem identification to solution\n4. Accuracy: Correctly represents the conversation details and helpdesk's guidance\n5. Completeness: Includes all key elements - initial problem, troubleshooting steps, and final resolution\n\nMinor improvements could include mentioning that the employee initially wasn't sure whether to contact Accenture or client IT support, which was part of their initial confusion. However, this is a relatively minor omission given the summary's strong performance across all other criteria. The summary successfully captures the essence of the interaction while maintaining clarity and precision.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "345c3ebe-8b3d-4f03-88c8-7718e0df6901",
    "train_trial_index": 0,
    "predicted_text": " The employee is experiencing issues with their new Accenture laptop, specifically with opening Outlook and sending emails. They mention that their email account is still linked to their previous AFS account. The IT helpdesk agent suggests taking control of the employee's machine to troubleshoot the issue. After confirming the employee's permission, the agent guides them to download a remote access tool and provides a six-digit PIN code. The agent then asks the employee to close Outlook and plans to open it via the web to check if the same issue persists. The agent puts the employee on hold to consult with their support team and informs the employee that they will continue the conversation via chat after restarting the machine.",
    "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, 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>\n The employee is experiencing issues with their new Accenture laptop, specifically with opening Outlook and sending emails. They mention that their email account is still linked to their previous AFS account. The IT helpdesk agent suggests taking control of the employee's machine to troubleshoot the issue. After confirming the employee's permission, the agent guides them to download a remote access tool and provides a six-digit PIN code. The agent then asks the employee to close Outlook and plans to open it via the web to check if the same issue persists. The agent puts the employee on hold to consult with their support team and informs the employee that they will continue the conversation via chat after restarting the 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 employee's issue with Outlook on their new Accenture laptop and the steps taken 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. The accuracy of the summary is high, as it correctly reflects the key 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 received (\"cannot start Microsoft Outlook. You must connect to Microsoft Exchange with the current software so you can synchronize with the other folders\") and the fact that the employee's email is still linked to their previous AFS account. 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 issues and steps taken during the call. It is relevant to the topic, focusing on the employee's laptop issues and the IT helpdesk's troubleshooting efforts. 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 states the employee's issues with opening Outlook and sending emails, as well as the IT helpdesk's actions to troubleshoot the problem. However, it does not mention the initial automated messages and the employee's transfer from AFS to Accenture LLP, which are minor details but provide context.\n\nRegarding completeness, the summary covers the main problems and the IT helpdesk's efforts to resolve them but does not mention the final resolution or outcome, which is not present in the original call transcript.\n\nOverall, the summary is well-written, accurate, and concise, but could benefit from including more context and details.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the main issue (Outlook not opening on new Accenture laptop)\n2. Mentions the context (transfer from AFS to Accenture LLP)\n3. Accurately describes the troubleshooting steps taken (remote access setup, PIN code)\n4. Includes the agent's next steps (web-based Outlook check, support team consultation)\n\nThe summary is concise while maintaining relevance and accuracy. It follows a logical flow from problem identification to attempted resolution. However, it could have included the specific error message the user encountered about Microsoft Exchange connection, which was a significant detail. The resolution is somewhat incomplete as the call ends with a planned machine restart, but this reflects the transcript's ending point.\n\nThe summary meets most quality criteria but has minor room for improvement in completeness.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "f1dd0d88-0205-45c8-b19e-57acdb6f708d",
    "train_trial_index": 0,
    "predicted_text": " The call transcript involves an employee who recently joined Accenture and is having trouble resetting their password. The employee had previously contacted the IT helpdesk, and a ticket was created to reset their password. However, the employee had not received any notification regarding the ticket's approval. The IT helpdesk agent confirms that the manager vouching adaptive card has been approved but the employee did not receive any notification. The agent then informs the employee that they will ping the manager to reach out to the employee and provide them with the ticket number. Once the employee receives the ticket number, they can call back, and the agent can proceed with resetting their password. The agent tags the ticket as resolved and advises the employee to call back once they have the ticket number. The call ends with the agent wishing the employee a nice 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.\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>\n The call transcript involves an employee who recently joined Accenture and is having trouble resetting their password. The employee had previously contacted the IT helpdesk, and a ticket was created to reset their password. However, the employee had not received any notification regarding the ticket's approval. The IT helpdesk agent confirms that the manager vouching adaptive card has been approved but the employee did not receive any notification. The agent then informs the employee that they will ping the manager to reach out to the employee and provide them with the ticket number. Once the employee receives the ticket number, they can call back, and the agent can proceed with resetting their password. The agent tags the ticket as resolved and advises the employee to call back once they have the ticket number. The call ends with the agent wishing the employee a nice 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, which is a positive aspect. It captures the key issue of the employee not receiving a notification about the ticket approval and the steps the agent took to resolve the issue. The summary is relevant and sticks to the main topic of the password reset issue. \n\nHowever, the summary could be improved in terms of completeness. It does not mention the initial steps the employee took, such as providing personal details and the callback number, which are part of the process. Additionally, it omits the fact that the employee was put on hold multiple times, which is relevant to understanding the flow of the call. \n\nThe summary is coherent and easy to follow, with a clear structure. It is also accurate, as it correctly reflects the information from the transcript without any false or misleading details.\n\nOverall, the summary is good but could be more complete by including all relevant details from 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 password reset issue and the steps taken by the IT helpdesk agent 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 key events and facts from the call transcript, including the employee's previous contact with the IT helpdesk, the creation and approval of the manager vouching adaptive card, and the agent's plan to ping the manager to reach out to the employee.\n\nHowever, the summary could be considered incomplete as it does not mention the initial automated messages and the context of the high call volume due to performance issues with MyT. Nevertheless, these details are not crucial to understanding the main problem and resolution.\n\nOverall, the summary effectively conveys the essential information from the call transcript in a clear and concise manner.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: New employee having password reset issues\n2. Problem: No notification received after previous ticket creation\n3. Current status: Manager vouching card approved but employee unaware\n4. Resolution: Agent will ping manager to provide ticket number\n5. Next steps: Employee to call back with ticket number\n\nThe summary is concise while maintaining all crucial information. It follows a logical flow from problem identification to resolution steps. The information is accurate and matches the transcript without any misrepresentation. The summary successfully captures both the customer's concern and the agent's response/solution.\n\nMinor improvement could be made by mentioning it was the employee's second call about this issue (\"called like two days ago\"), which emphasizes the urgency of the situation. However, this is a relatively minor detail that doesn't significantly impact the summary's overall quality.\n\nThe summary achieves high marks across all evaluation criteria, with only minimal room for improvement.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "73c329f4-f78d-4bc9-8ef9-b3557afb7e0b",
    "train_trial_index": 0,
    "predicted_text": " A former employee called the IT helpdesk to reset their account and access their old pay stubs on DayForce. They also needed help accessing their 401k platform as they had never signed up for Merrill, the current provider. The helpdesk agent created a ticket for this issue and requested the former employee's Accenture office end date, career counselor or supervisor, updated personal email address, last office, and last position level. The agent assured the former employee that they would be contacted for updates or to check their email for any progress on the ticket.",
    "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...\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>\n A former employee called the IT helpdesk to reset their account and access their old pay stubs on DayForce. They also needed help accessing their 401k platform as they had never signed up for Merrill, the current provider. The helpdesk agent created a ticket for this issue and requested the former employee's Accenture office end date, career counselor or supervisor, updated personal email address, last office, and last position level. The agent assured the former employee that they would be contacted for updates or to check their email for any progress on 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, focusing on the former employee's issues with accessing DayForce and the 401k platform. It mentions the creation of a ticket and the information requested by the helpdesk agent, which are relevant to the main topic. The summary 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 high call volume and the initial automated messages, which set the context for the call. Additionally, it does not specify that the former employee requested a callback due to a meeting, which is a relevant detail. Despite these omissions, the summary captures the essential aspects of the call.\n\nOverall, the summary is accurate, relevant, and coherent but could be slightly more complete by including the initial context and the callback request.",
        "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 former employee's issues with accessing their old pay stubs and 401k platform. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly identifies the problems and the actions taken by the helpdesk agent. However, it does not mention the specific ticket number created for the issue, which could be considered an important detail for tracking purposes. \n\nRegarding completeness, the summary covers the main concerns and the proposed resolution but lacks specific details about the next steps or the timeline for resolving the issue.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript, but it could be improved by including a few more specific details.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main points of the call:\n1. Identifies caller as former employee seeking account access\n2. Clearly states both issues (DayForce access and 401k platform)\n3. Mentions ticket creation and information gathering\n4. Notes follow-up process\n\nThe summary is concise while maintaining essential details. It's coherent and flows logically from problem identification to resolution steps. The information is accurate and matches the transcript without any factual errors.\n\nHowever, there are a few minor omissions that could have added value:\n1. The specific ticket number (INC48714127) wasn't included\n2. No mention that the caller had to leave for a meeting, which impacted the service interaction\n3. The specific issue with email address not being found in DayForce could have been mentioned\n\nDespite these small gaps, the summary provides a complete enough picture of the interaction for understanding the key points of the call.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "1f5f1326-958f-403b-ae62-785a1e7a529c",
    "train_trial_index": 0,
    "predicted_text": " The employee, with personnel number #########, is experiencing issues with their multi-factor authentication (MFA) and cannot access any apps on their phone, including Outlook and Teams. They have previously contacted the IT helpdesk, but the issue remains unresolved. The IT helpdesk agent, Speaker 4, attempts to assist the employee by checking previous agent annotations and guiding them through the process of generating a temporary access pass and enabling phone sign-in. However, the employee continues to encounter the same error message stating that their account is blocked. The agent then informs the employee that they need to undergo a verification process and request a temporary access pass from the RTS team. After providing the temporary access pass, the employee still encounters an error message stating that their account is temporarily locked. The agent advises the employee to wait for the replication time, which is 30 minutes to an hour, and to contact them on Teams if the issue persists. The employee expresses frustration with the process and the fact that the temporary access pass expires within 30 minutes, making it difficult to resolve the issue. The call ends with the agent offering to request another temporary access pass later if the employee provides an update.",
    "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.  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>\n The employee, with personnel number #########, is experiencing issues with their multi-factor authentication (MFA) and cannot access any apps on their phone, including Outlook and Teams. They have previously contacted the IT helpdesk, but the issue remains unresolved. The IT helpdesk agent, Speaker 4, attempts to assist the employee by checking previous agent annotations and guiding them through the process of generating a temporary access pass and enabling phone sign-in. However, the employee continues to encounter the same error message stating that their account is blocked. The agent then informs the employee that they need to undergo a verification process and request a temporary access pass from the RTS team. After providing the temporary access pass, the employee still encounters an error message stating that their account is temporarily locked. The agent advises the employee to wait for the replication time, which is 30 minutes to an hour, and to contact them on Teams if the issue persists. The employee expresses frustration with the process and the fact that the temporary access pass expires within 30 minutes, making it difficult to resolve the issue. The call ends with the agent offering to request another temporary access pass later if the employee provides an update.\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 multi-factor authentication, the steps taken by the helpdesk agent, and the employee's frustration. It is relevant, focusing on the main topic of the call. The structure and flow are clear, making it easy to follow. The information is accurate and reflects the key events and interactions from the transcript. However, it misses some details, such as the employee's reluctance to be put on hold 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 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 issues and the IT helpdesk's attempts to resolve them. 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. While it mentions the employee's frustration with the process, it does not fully capture the employee's concerns and complaints about the IT helpdesk's handling of the issue. Additionally, the summary does not provide a clear resolution to the issue, only stating that the agent offered to request another temporary access pass later. Overall, the summary is well-written, but could benefit from more detail and a clearer resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the core issue (MFA/account access problems)\n2. Accurately describes the attempted solutions and their failures\n3. Includes the important detail about previous unsuccessful attempts\n4. Captures the chronological flow of the conversation\n5. Notes the final resolution (or lack thereof) and next steps\n\nHowever, there are a few areas for improvement:\n1. Could be more concise - some details could be condensed\n2. The summary is slightly repetitive regarding the temporary access pass issue\n3. Could better emphasize the customer's frustration level and the fact this was their third attempt\n4. The resolution section could be more clearly stated\n\nOverall, the summary is accurate and comprehensive, but could be more concise while maintaining its strong coherence and relevance. It effectively captures both the technical aspects and the customer service interaction.",
        "claude_score": 8.0
      }
    }
  }
]