[
  {
    "instance_id": "01c7ea5b-0fad-4b0e-bd58-99901ab2482a",
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    "predicted_text": "###### called the IT helpdesk reporting computer audio issues affecting Teams and the sound recorder. After providing her personnel ID and callback number, she explained that others couldn't hear her on Teams and her sound recorder wasn't working. The IT agent, ######, guided her to 123rescue.com to initiate a remote session. After connecting, ###### viewed the issue firsthand and placed ###### on hold to consult resources. Upon returning, the agent informed ###### that they would troubleshoot via the remote session and ended the call.\n",
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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###### called the IT helpdesk reporting computer audio issues affecting Teams and the sound recorder. After providing her personnel ID and callback number, she explained that others couldn't hear her on Teams and her sound recorder wasn't working. The IT agent, ######, guided her to 123rescue.com to initiate a remote session. After connecting, ###### viewed the issue firsthand and placed ###### on hold to consult resources. Upon returning, the agent informed ###### that they would troubleshoot via the remote session and ended the call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 audio issues with Teams and the sound recorder, the provision of personnel ID and callback number, and the steps taken by the IT agent to initiate a remote session. 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, the summary could be slightly more complete by mentioning the specific troubleshooting steps the agent intended to take, although this is a minor omission. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and steps taken during the call. It is relevant to the topic, focusing on the audio issues and the IT agent's actions to resolve them. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand.\n\nThe summary is also accurate, matching the information provided in the call transcript. However, it could be improved in terms of completeness. The summary does not mention the initial automated messages or the IT agent's apology for the delay, but these are minor details. The main issue and resolution are well-represented.\n\nOverall, the summary is well-written and effectively conveys the necessary information. The only area for improvement is providing a bit more context or detail, but this is a minor suggestion.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (audio problems affecting Teams and sound recorder)\n2. Includes relevant details about the process (personnel ID, callback number)\n3. Correctly describes the remote session setup via 123rescue.com\n4. Accurately represents the resolution path (agent deciding to troubleshoot remotely)\n5. Maintains good coherence with a clear chronological flow\n\nThe summary is concise while including all essential information. It avoids unnecessary details like specific PIN numbers or exact dialogue exchanges. The language is clear and professional.\n\nMinor improvement could be made by mentioning that the user had already attempted rebooting before calling, as this represents a relevant troubleshooting step.\n\nOverall, the summary achieves its purpose very well, providing a complete picture of the interaction while remaining focused and accurate.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "5a1c2730-1fde-4eb2-9121-5c0d0b923b95",
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    "predicted_text": "#### called the IT helpdesk because their authenticator app wasn't working after getting a new phone with the same number.  The helpdesk agent, ####, confirmed the new phone was the issue and guided #### through registering it.  Initially, #### attempted remote assistance, but due to #### having a Mac, they switched to providing a temporary access pass.  After verifying ####'s identity, #### provided the temporary pass, allowing #### to access the registration site.  They deleted the old phone from the account and added the new one by scanning a QR code.  Finally, #### enabled phone sign-in with another temporary access pass, successfully resolving the issue.\n",
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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#### called the IT helpdesk because their authenticator app wasn't working after getting a new phone with the same number.  The helpdesk agent, ####, confirmed the new phone was the issue and guided #### through registering it.  Initially, #### attempted remote assistance, but due to #### having a Mac, they switched to providing a temporary access pass.  After verifying ####'s identity, #### provided the temporary pass, allowing #### to access the registration site.  They deleted the old phone from the account and added the new one by scanning a QR code.  Finally, #### enabled phone sign-in with another temporary access pass, successfully resolving the issue.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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. The information is relevant and sticks to the main topic of the call. The structure and flow are clear, making it easy to understand. The summary is mostly accurate, but it omits some details such as the initial troubleshooting steps and the specific URLs mentioned. It also doesn't mention the temporary hold during the call. Overall, it provides a fair description of the main problem and resolution 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 authenticator app issue and its resolution. The summary has a clear structure, starting with the problem, then describing the steps taken to resolve it, and finally concluding with the successful resolution. The information presented is factually correct, accurately reflecting the conversation between the caller and the helpdesk agent. The summary also provides a fair description of the main problem and its resolution, covering the key points discussed during the call. However, some minor details, such as the initial automated messages and the discussion about the National Verizon outage, are omitted, but these do not affect 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. Clear identification of the problem (authenticator not working due to new phone)\n2. Accurate description of the solution process, including the attempted remote assistance and switch to temporary access pass\n3. Proper sequencing of events (verification, registration, QR code scanning, enabling phone sign-in)\n4. Concise presentation without unnecessary details\n5. Maintains coherence with logical flow\n\nMinor improvements could include:\n- Mentioning the initial Verizon outage context that affected communication\n- Noting that Teams was used for sharing links and verification\n- Specifying that this was for Accenture systems access\n\nHowever, these are secondary details, and their omission doesn't significantly impact the summary's quality. The summary successfully balances brevity with comprehensive coverage of the essential information, maintaining accuracy throughout.",
        "claude_score": 9.0
      }
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    "predicted_text": "An employee called the IT helpdesk regarding a contractor's login issue. The contractor, ####, received an incorrect password and subsequent calls to the helpdesk were redirected to their manager, hindering access. The employee, ######, contacted the helpdesk to resolve the situation. The IT agent, after verifying the contractor's details, confirmed there was no manager assigned for approval.  Instead of managerial approval, the agent stated that local tech support would contact the contractor within 24 hours to verify their account, set up multi-factor authentication, and reset their password. The employee was advised to inform the contractor to await the call.  The call began with an automated message acknowledging high call volumes due to ongoing \"myKey\" performance issues.\n",
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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>\nAn employee called the IT helpdesk regarding a contractor's login issue. The contractor, ####, received an incorrect password and subsequent calls to the helpdesk were redirected to their manager, hindering access. The employee, ######, contacted the helpdesk to resolve the situation. The IT agent, after verifying the contractor's details, confirmed there was no manager assigned for approval.  Instead of managerial approval, the agent stated that local tech support would contact the contractor within 24 hours to verify their account, set up multi-factor authentication, and reset their password. The employee was advised to inform the contractor to await the call.  The call began with an automated message acknowledging high call volumes due to ongoing \"myKey\" performance issues.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the contractor's login issue, the incorrect password, and the resolution involving local tech support. It also mentions the initial automated message about high call volumes due to \"myKey\" performance issues, which is relevant context.\n\nThe summary is relevant, focusing on the main issue of the contractor's login problem and the steps taken to resolve it. It maintains coherence with a clear structure and logical flow of ideas, making it easy to understand.\n\nThe accuracy of the summary is high, as it correctly reflects the details discussed in the call, such as the lack of a manager for approval and the involvement of local tech support.\n\nHowever, the summary could be slightly more complete by including the specific details about the contractor's EID and the employee's request for the contractor's name, which were part of the verification process. Additionally, the summary could mention the employee's concern about the timing (wanting the issue resolved before Monday).\n\nOverall, the summary is well-done but could benefit from a few more 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 contractor's login issue and the resolution provided by the IT agent. The summary has a clear structure, starting with the context of the call and then describing the issue and its 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 automated message about \"myKey\" performance issues, could be considered less relevant to the main topic, but it does provide context for the call. Overall, the summary is well-written and effectively conveys the necessary information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Efficiently presents the main issue and resolution without unnecessary details\n2. Relevance: Focuses on the core problem (contractor login issues) and solution (local tech support intervention)\n3. Coherence: Well-structured flow from problem identification to resolution\n4. Accuracy: Correctly represents the conversation details, including the shift from manager approval to local tech support assistance\n5. Completeness: Includes important context about myKey issues from the beginning of the call and captures the critical resolution timeline (24-hour response)\n\nMinor improvements could include mentioning that the contractor's MFA wasn't set up (a key technical detail), but overall, the summary provides a clear, accurate, and complete picture of the interaction while maintaining brevity. The inclusion of the initial system message about myKey issues shows attention to contextual details that might be relevant for understanding the broader situation.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "1356409f-7983-4ff7-b250-d25393dea2cd",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk because their laptop screen went black after uninstalling PDF Suite and attempting to install VS Code.  The employee initially troubleshooted by restarting their laptop, but the black screen persisted for an hour. The helpdesk agent collected the employee's information and suggested unplugging all devices and performing a hard reboot.  However, the employee regained access after another restart while on the call.  The agent then initiated a remote session to help install VS Code.  They encountered an error message regarding administrator privileges during installation.  After a somewhat protracted installation process, the agent regained remote control to finalize the VS Code setup and the call ended with the issue seemingly resolved.\n",
    "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.\nSpeaker 2: For mobile communication support, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  All agents are currently assisting other callers.  Please continue to hold if you would.\nSpeaker 3: Thank you for calling Service Desk.  May I ask for your employee number, please?\nSpeaker 4: My employee number is ##########.\nSpeaker 3: All right, thank you so much.  And may I ask for your center email?\nSpeaker 4: ##################.  at ####################.  ############# dot ###################################.\nSpeaker 3: Thanks so much.  And may I ask for your callback number?  ############.\nSpeaker 4: ####.\nSpeaker 3: Okay, done.  One moment, please.  So, #######, how can I help you today?\nSpeaker 4: Actually, my laptop went to black screen.  I don't know why.  Can you please check?\nSpeaker 3: I see it's an Accenture laptop.\nSpeaker 4: Yes, it's an Accenture laptop.\nSpeaker 3: I just see a black screen.\nSpeaker 4: I was trying to install VS Code and I uninstalled PDF Suite and after that I see this issue.\nSpeaker 3: So there's nothing showing on your screen right now?\nSpeaker 4: No.\nSpeaker 3: Got it.  And then how long it's been when you got that block screen?\nSpeaker 4: Like, it's like one hour.  I just saw this now.  Like I was trying to resolve it since restarting my laptop.\nSpeaker 3: Got it.  So for now, #######, since it's been one hour since you got that block screen, and then the issue still persists, Please try to unplug everything on your computer.  And then...\nSpeaker 4: Uninstalling PDF suite shouldn't show this, right?  I just uninstalled the PDF suite because it was giving an error message all the time.\nSpeaker 3: Got it.  Sorry, since it's a functionality on your Windows laptop.  Okay, so please do unplug everything first on your laptop, and then we will do the hard reboot.  Or are you able to get plugged in?\nSpeaker 4: So when, like, I am able to restart it, whenever I enter the pin, I see that black screen.\nSpeaker 3: Do you have Teams on your phone?\nSpeaker 4: Yes, I do.\nSpeaker 3: And then may I ask if I can take a picture of it and then send it to the teams?\nSpeaker 4: Yes.  Can you send me \u2013 can you ping me on Teams?  Then I'll take a picture of it and send it to you.\nSpeaker 3: Sure, sure.  I'll message you now.  All right.\nSpeaker 4: This time, I am able to see the screen after restarting it.  I don't know what happened for this log.  I can ping you from Teams.  I need help in installing VS Code properly.\nSpeaker 3: Oh, sure.  All right, then.  So you're able to restart that and log back in.  All right.  It's taking too long.\nSpeaker 4: Yeah, it's taking time to launch.\nSpeaker 3: No worries, it's okay because it's always taking time when we restart our computer.\nSpeaker 4: I can see your ping.  Hi, ###.\nSpeaker 3: Can we do a remote session then?  Sure.  Let me generate a link for remote session.\nSpeaker 4: Sorry, what I need to do to connect to the remote session?\nSpeaker 3: I just sent you the link for the remote session.  Please follow this.\nSpeaker 4: I need to open that support file, right?  It is saying connecting.\nSpeaker 3: Check that here.  Okay, please click.  OK.  Stop.  Please click OK on the pop-up on your screen.  I did not see any pop-up.  Okay, I got now able to see your screen.  May I ask for the installer then?  May I ask if I can go to the installer of your VS Code?\nSpeaker 4: The file that has been downloaded?  Yes, please.  I'm doing few more options.  Run as administrator.  It will show it is installed and all.  What is this error message that I'm getting?  The installer is not meant to be run as administrator.  If you would like to install VS Code for all the users in the system, download the system installer instead.\nSpeaker 3: What is this?  Checking.\nSpeaker 4: I accept the terms and conditions of the agreement and then next.\nSpeaker 3: Next.\nSpeaker 4: Already.\nSpeaker 3: Yes.\nSpeaker 4: Yes.  Next.  I create a desktop shortcut.  Next.  Install.\nSpeaker 3: Let's check on it.  Okay, so we have the same installer here.\nSpeaker 4: If I do finish, you see it will never come up.  It should be like in the pop-up.  it was like it will open, but it is not opening the application.  Do you want me to open it from here?\nSpeaker 3: No, let's wait for a minute.  May I take over the control on your laptop?\nSpeaker 4: Sure.\nSpeaker 3: Thank you.  Let's minimize this for now.  Opposites already here.  Click on that.  All right, it's taking time.  Not responding.  Let's try to go to control panel, then reinstall that again.\nSpeaker 4: Yes, we use Microsoft.  We record on Microsoft.\nSpeaker 3: Let's click OK for now.  Yes, please continue.  Yeah, you can take over.  Pardon?\nSpeaker 4: Yeah, yeah.\nSpeaker 3: Oh, I can take over?  Yes.  Okay.  Thank you so much.  Let me try to send it to you.  Okay.  Okay.  Download.  This may take some time.  It is okay if we can continue to communicate remotely using this one?  Yeah.  All right.  Thank you so much.  I'll be ending this call for now.\nSpeaker 4: Okay.\nSpeaker 3: Thank you so much.  You're welcome, #######.\n</call_transcript>\n<summary>\nAn Accenture employee called the IT helpdesk because their laptop screen went black after uninstalling PDF Suite and attempting to install VS Code.  The employee initially troubleshooted by restarting their laptop, but the black screen persisted for an hour. The helpdesk agent collected the employee's information and suggested unplugging all devices and performing a hard reboot.  However, the employee regained access after another restart while on the call.  The agent then initiated a remote session to help install VS Code.  They encountered an error message regarding administrator privileges during installation.  After a somewhat protracted installation process, the agent regained remote control to finalize the VS Code setup and the call ended with the issue seemingly resolved.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the black screen issue, the troubleshooting steps, and the resolution process. It maintains relevance by focusing on the key events and actions taken during the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without introducing any false or misleading information. However, the summary could be slightly more complete by mentioning the specific troubleshooting steps like the hard reboot and the use of Teams for 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 employee's issue with their laptop screen going black and the subsequent installation of VS Code. 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 sequence of events and the issues encountered during the call. However, it does not mention the employee's initial attempt to resolve the issue via restarting the laptop before calling the helpdesk, which is a minor omission but does not significantly impact the overall accuracy.\n\nRegarding completeness, the summary covers the main problem (the black screen and issues with installing VS Code) and the resolution (the helpdesk agent's assistance with installation), providing a fair description of the call's content.\n\nOverall, the summary scores well across all criteria, with minor room for improvement in completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Initial problem (black screen after uninstalling PDF Suite)\n2. Initial troubleshooting attempts\n3. Resolution of black screen issue\n4. Transition to VS Code installation problem\n5. Remote session assistance\n\nThe summary is concise while maintaining essential details and follows a logical flow. It accurately represents the sequence of events and the nature of the technical issues encountered. The language is clear and professional.\n\nHowever, there are minor areas for improvement:\n- Could have mentioned that VS Code was not launching after installation\n- The resolution of the VS Code installation issue isn't clearly stated\n- The final outcome is somewhat ambiguous (\"seemingly resolved\")\n\nDespite these minor shortcomings, the summary succeeds in conveying the main points of the interaction while maintaining clarity and accuracy. The balance between brevity and detail is well-maintained.",
        "claude_score": 8.0
      }
    }
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    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the CIO Service Desk needing a BitLocker recovery key to access their locked laptop.  The helpdesk agent, after confirming the employee's identity, explained a new verification process was required due to the employee being passwordless.  This process involves sending an approval request via Microsoft Teams to the employee's manager.  The agent could not disclose the manager's name for security reasons but assured the employee the request would be prioritized.  The employee was instructed to call back within 48 hours of managerial approval to complete the verification and receive the BitLocker key.  If the manager doesn't approve within 48 hours, the ticket will be escalated to local tech support.  The employee expressed concern about the delay, mentioning a previous, faster verification method involving a text message code, but the agent confirmed the new process was mandatory.\n",
    "base64_images": [],
    "stats": {
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      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For technology and business 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>\nAn Accenture employee called the CIO Service Desk needing a BitLocker recovery key to access their locked laptop.  The helpdesk agent, after confirming the employee's identity, explained a new verification process was required due to the employee being passwordless.  This process involves sending an approval request via Microsoft Teams to the employee's manager.  The agent could not disclose the manager's name for security reasons but assured the employee the request would be prioritized.  The employee was instructed to call back within 48 hours of managerial approval to complete the verification and receive the BitLocker key.  If the manager doesn't approve within 48 hours, the ticket will be escalated to local tech support.  The employee expressed concern about the delay, mentioning a previous, faster verification method involving a text message code, but the agent confirmed the new process was mandatory.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 need for a BitLocker recovery key, the new verification process, and the employee's concerns about the delay. It is relevant, focusing on the main issue and the steps taken to resolve it. The structure is clear and easy to follow, making the summary coherent. The information is accurate, reflecting the details of the call transcript without any misleading content. However, the summary could be slightly more complete by mentioning the initial steps of identity confirmation and the specific details about the adaptive card and Teams workflow. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing their laptop and the helpdesk agent's explanation of the new verification process. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the employee's problem, the agent's explanation of the verification process, and the steps required to complete the verification. The summary also captures the employee's concern about the delay and the agent's confirmation of the new process.\n\nThe summary is complete, covering the main problems and resolutions discussed in the call transcript. However, it does not include some minor details, such as the employee's initial confusion about the verification process and the agent's apologies for the inconvenience.\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. Conciseness: Efficiently condenses a lengthy transcript into essential points without unnecessary details\n2. Relevance: Focuses on the core issue (BitLocker key request) and the verification process\n3. Coherence: Well-structured flow from problem identification to solution steps\n4. Accuracy: Correctly represents the new verification process, timeframes, and alternatives\n5. Completeness: Includes both the technical issue and the employee's concerns about the process\n\nMinor improvements could include:\n- Mentioning that the issue started with a PIN not being accepted\n- Including the specific callback timeframe of 72 hours for reopening the ticket\n\nOverall, the summary maintains high quality across all criteria, with only minimal details omitted that don't significantly impact understanding of the interaction.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "27e31961-e4fa-451b-acc5-89e8f10e2077",
    "train_trial_index": 0,
    "predicted_text": "The employee called the IT helpdesk needing password or access support. The automated system offered options for various IT services, including passwordless account management.  The system prompted the caller to check their passwordless status at https://go.passwordless.com/.gopasswordless. If passwordless, they could press 1 for an agent or use self-help options. If not yet passwordless, they could press 2 for password reset and unlock options.  Due to high call volume, the employee was placed on hold with the option to find solutions on the tech support website.  Finally, an agent, #######, answered and asked for the employee's email address or employee ID.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 394.0,
      "num_output_tokens": 0.0,
      "inference_runtime": 3.415477991104126,
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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 access and password support, press 0.  For applications, technology, telecom, and mobile devices, press 1.  For videoconferencing services, including TelePresence, Surface Hub, and Accenture Connected Learning, press 2.  For MyLearning Support, press 3.  You can also self-manage and resolve incidents through techsupport.access.\nSpeaker 2: HTTPS://go.passwordless.com/.gopasswordless.  Para verificar si tu cuenta fue migrada a Passwordless, por favor indeza a https://go.passwordless.com/.gopasswordless.  Si eres passwordless, presiona 1 para hablar con un agente o utiliza las opciones de autoyuda del sitio.  Si no eres passwordless a\u00fan, presiona 2 para continuar con opciones de reseteo de contrase\u00f1a y desbloqueo.  Para verificar si tu cuenta fue migrada a passwordless, por favor ingresa a https://go.passwordless.com/.go-passwordless.  Si eres passwordless, presiona 1 para hablar con un agente o utiliza las opciones de autoayuda del sitio.  Si no eres passwordless a\u00fan, presiona 2 para continuar con opciones de reseteo de contrase\u00f1a y desbloqueo.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on tech support.\nSpeaker 1: Thank you for calling CBO.  You are speaking with #######.  Could you please help me with your essential email address or identity employee number?\n</call_transcript>\n<summary>\nThe employee called the IT helpdesk needing password or access support. The automated system offered options for various IT services, including passwordless account management.  The system prompted the caller to check their passwordless status at https://go.passwordless.com/.gopasswordless. If passwordless, they could press 1 for an agent or use self-help options. If not yet passwordless, they could press 2 for password reset and unlock options.  Due to high call volume, the employee was placed on hold with the option to find solutions on the tech support website.  Finally, an agent, #######, answered and asked for the employee's email address or employee ID.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 accurately describes the automated system's options for password and access support, including the passwordless account management process. The summary also mentions the high call volume and the option to find solutions on the tech support website, which is relevant to the main topic. 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 services listed in the automated options (e.g., applications, technology, telecom, mobile devices, videoconferencing services). Overall, the summary is accurate and coherent 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 call to the IT helpdesk for password or access support. The summary has a clear structure and flow of ideas, making it coherent and easy to understand. The information presented is factually correct, with no false or misleading information, making it accurate. The summary provides a fair description of the main problems and resolutions, including the automated system's prompts, the hold time, and the agent's request for the employee's email address or employee ID, 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 transcript:\n1. Conciseness: The summary efficiently condenses the automated menu options and interactions into a clear, readable format without unnecessary details.\n2. Relevance: All information included relates directly to the call flow and password/access support context.\n3. Coherence: The summary follows a logical progression from initial contact through the automated system to reaching an agent.\n4. Accuracy: The summary correctly represents the options presented, the passwordless verification process, and the final agent interaction.\n5. Completeness: While the transcript ends at the agent's greeting, the summary captures all major elements up to that point.\n\nMinor improvements could include being slightly more concise by reducing redundant passwordless information. However, the summary maintains high quality across all evaluation criteria, effectively capturing the essence of the interaction while remaining factual and well-structured.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "479a3bbc-5f7b-4172-a324-fee9bc18226d",
    "train_trial_index": 0,
    "predicted_text": "The caller contacted the IT helpdesk for technology and business application support.  An automated message informed them of high call volume due to a \"gone phishing\" page redirect issue affecting user logins.  The IT team was already aware of the problem and working on a resolution, advising callers against submitting additional tickets.  Due to the high call volume, the caller was placed on hold with the option to visit the techsupport.accenture.com website for alternative support options.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 289.0,
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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.\nSpeaker 2: For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\n</call_transcript>\n<summary>\nThe caller contacted the IT helpdesk for technology and business application support.  An automated message informed them of high call volume due to a \"gone phishing\" page redirect issue affecting user logins.  The IT team was already aware of the problem and working on a resolution, advising callers against submitting additional tickets.  Due to the high call volume, the caller was placed on hold with the option to visit the techsupport.accenture.com website for alternative support options.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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, the \"gone phishing\" page issue, and the advice against submitting additional tickets, which are the key points from the transcript. The summary is relevant and sticks to the main topic of the call. It is coherent, with a clear structure and flow of ideas, making it easy to understand. The information is accurate and matches the details provided in the transcript. However, the summary could be slightly more complete by mentioning the specific instructions given to the caller, such as entering the 8-digit personnel number and the option to press 1 if they are a contractor or do not know their personnel number. Overall, the summary is well-done but could include these minor details for completeness.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the caller's issue and the IT team's response. The summary has a clear structure, starting with the caller's request, followed by the automated message, and ending with the caller being placed on hold. The information presented is accurate, matching the details provided in the call transcript. However, the summary could be considered incomplete as it does not mention the initial automated messages with menu options, but this information is not crucial to understanding the main issue. 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 condenses the automated phone system interaction and service announcement into a clear, brief narrative.\n2. Relevance: All information included directly relates to the service issue and caller experience.\n3. Coherence: The summary follows a logical flow from initial contact through to the hold message and alternative support option.\n4. Accuracy: The details match the transcript precisely, including the specific issue (gone phishing page), the team's awareness, and the alternative support website.\n5. Completeness: It covers all major points from the interaction, including the service selection, system issue, current status, and available alternatives.\n\nThe only minor improvement could be mentioning the initial password reset option that was available, though this wasn't relevant to the caller's path. Overall, the summary maintains high quality across all evaluation criteria.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "6c54f64b-74c6-4d86-af6d-927a4f685fc9",
    "train_trial_index": 0,
    "predicted_text": "The employee, ######, called the IT helpdesk because they were unable to log into Microsoft Teams due to an issue with their Authenticator app.  The helpdesk agent, ###, after confirming the employee's identity, guided them through generating a temporary access pass on their laptop.  This involved accessing a specific website, selecting their company email, and clicking \"Create Tab\" to generate the pass, which the employee then used to set up phone sign-in on their Authenticator app.  After a few attempts and some initial errors generating the temporary access pass, the process was successful, and the employee was able to log into Teams. The call ended with the agent asking for feedback via an email survey.  The call also began with an automated message warning of high call volumes due to issues with a platform called \"MyT,\" though this was unrelated to the employee's specific problem.\n",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 0.0,
      "inference_runtime": 4.373697996139526,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.  For video conferencing services such as... For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: Hi.  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>\nThe employee, ######, called the IT helpdesk because they were unable to log into Microsoft Teams due to an issue with their Authenticator app.  The helpdesk agent, ###, after confirming the employee's identity, guided them through generating a temporary access pass on their laptop.  This involved accessing a specific website, selecting their company email, and clicking \"Create Tab\" to generate the pass, which the employee then used to set up phone sign-in on their Authenticator app.  After a few attempts and some initial errors generating the temporary access pass, the process was successful, and the employee was able to log into Teams. The call ended with the agent asking for feedback via an email survey.  The call also began with an automated message warning of high call volumes due to issues with a platform called \"MyT,\" though this was unrelated to the employee's specific problem.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 Authenticator app, the steps taken to resolve it, and the successful outcome. It also mentions the initial automated message about high call volumes due to MyT issues, which, while not directly related to the employee's problem, provides context for the call environment.\n\nRelevance is high as the summary focuses on the main issue and resolution. However, the mention of MyT could be seen as slightly extraneous, though it does set the stage for the call.\n\nCoherence is strong; the summary flows logically from the problem to the resolution, making it easy to follow.\n\nAccuracy is good; the summary correctly describes the steps taken and the outcome of the call. There are no factual inaccuracies.\n\nCompleteness is also good; the summary covers the main problem, the steps taken to resolve it, and the final resolution. It also includes the agent's request for feedback, which is a nice touch.\n\nOverall, the summary is well-done but could be slightly more concise by omitting the MyT issue.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the employee's problem with logging into Microsoft Teams and the helpdesk agent's solution. The structure is coherent, making it easy to follow the sequence of events. The information presented is accurate, aligning with the details in the call transcript. The summary also provides a complete description of the main problem and its resolution, including the initial issue with the Authenticator app, the steps taken to generate a temporary access pass, and the successful outcome. The mention of the unrelated issue with \"MyT\" at the beginning provides context for the call but does not detract from the main topic. Overall, the summary meets all the criteria effectively.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (Teams login/Authenticator problem)\n2. Includes relevant context about employee verification\n3. Details the solution process (temporary access pass generation)\n4. Mentions the initial technical difficulties\n5. Notes the successful resolution\n6. Includes the follow-up (survey request)\n\nThe summary is well-structured and flows logically from problem to resolution. It maintains conciseness while including all essential details. It even appropriately includes the contextual automated message about MyT issues, while clearly indicating it was unrelated to this specific case.\n\nMinor improvements could include:\n- Being slightly more specific about the exact nature of the Authenticator app issue\n- Mentioning that the temporary access pass had a 30-second window\n- Including the detail about needing to take a screenshot\n\nHowever, these are minor details that don't significantly impact the summary's effectiveness.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "69cfe4f8-8844-410b-b3f8-0ce8e486153f",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk because they couldn't access Microsoft Teams or SharePoint on their Windows laptop, although Outlook was working.  After the employee provided their personnel number and email address, the IT agent determined the issue was related to Conditional Access (CA). The agent instructed the employee to check the support site, where their device appeared compliant.  The agent then escalated the issue to remote technicians who would remove the employee's account from CA within one to two hours. The agent assured the employee they would follow up and that the employee didn't need to call back.\n",
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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, 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>\nAn Accenture employee called the IT helpdesk because they couldn't access Microsoft Teams or SharePoint on their Windows laptop, although Outlook was working.  After the employee provided their personnel number and email address, the IT agent determined the issue was related to Conditional Access (CA). The agent instructed the employee to check the support site, where their device appeared compliant.  The agent then escalated the issue to remote technicians who would remove the employee's account from CA within one to two hours. The agent assured the employee they would follow up and that the employee didn't need to call back.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 Microsoft Teams and SharePoint, the steps taken by the IT agent, and the resolution plan. 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 initial high call volume message and the specific steps the employee took on the support site. 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 access issue and the IT agent's steps 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. The summary also captures the main problem (access issue due to Conditional Access) and the resolution (escalation to remote technicians and assurance of follow-up), making it complete. The only minor detail not included is the initial automated messages and the wait times mentioned in the call, but these are not crucial to understanding the main issue and resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (Teams/SharePoint access problems)\n2. Mentions the important detail about Outlook still working\n3. Accurately describes the troubleshooting steps taken\n4. Correctly states the resolution (removal from CA)\n5. Includes the timeframe for resolution (1-2 hours)\n6. Notes the follow-up arrangement\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution. It avoids unnecessary details (like the initial automated messages) while keeping relevant technical information. The language is clear and professional.\n\nThe only minor omission is not mentioning that the device check showed blue and green indicators, but this detail isn't crucial to understanding the core issue and resolution.\n\nThe summary achieves an excellent balance between brevity and completeness while maintaining perfect accuracy to the original transcript.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "bd1034a5-aa68-44c6-bab7-7b3243bc2dbe",
    "train_trial_index": 0,
    "predicted_text": "A former Accenture contractor called the IT helpdesk because their enterprise ID was deactivated after their contract ended on September 30th.  Although their contract has been extended to October 14th, their ID remained deactivated.  The helpdesk agent attempted to look up the caller's details but encountered issues with the provided information.  After confirming the caller's identity and learning about the contract extension, the agent advised the caller to contact the team responsible for contract extensions (########################) directly, as they are the only ones who can reactivate the ID.  The caller expressed that they had already been in contact with this team regarding the extension, but the agent insisted that they were the appropriate point of contact for reactivation.  The call concluded with the agent directing the caller to email the team.\n",
    "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 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>\nA former Accenture contractor called the IT helpdesk because their enterprise ID was deactivated after their contract ended on September 30th.  Although their contract has been extended to October 14th, their ID remained deactivated.  The helpdesk agent attempted to look up the caller's details but encountered issues with the provided information.  After confirming the caller's identity and learning about the contract extension, the agent advised the caller to contact the team responsible for contract extensions (########################) directly, as they are the only ones who can reactivate the ID.  The caller expressed that they had already been in contact with this team regarding the extension, but the agent insisted that they were the appropriate point of contact for reactivation.  The call concluded with the agent directing the caller to email the team.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 deactivation of the enterprise ID, the contract extension, and the advice to contact the responsible team. It is relevant, focusing on the main issue of the deactivated ID and the steps taken to resolve it. The summary is coherent, with a clear structure and logical flow of ideas. It is mostly accurate, capturing the key details of the conversation. However, it could be slightly more complete by mentioning the specific steps the agent took to verify the caller's identity and the repeated instructions to contact the responsible team. 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 caller'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 states the caller's contract end date, the extension date, and the helpdesk agent's advice to contact the team responsible for contract extensions. However, the summary does not mention the initial automated messages and the caller's attempt to provide their email address and SAP ID, which are minor details.\n\nRegarding completeness, the summary fairly describes the main problem (the deactivated enterprise ID) and the resolution (the helpdesk agent's advice to contact the team responsible for contract extensions). Overall, the summary is well-written and effectively conveys the essential information from the call transcript.\n\nConsidering these factors, I would give the summary a high score, with only minor deductions for omitting some minor details.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the caller's situation (deactivated ID due to contract end date)\n2. Correctly notes the contract extension details (Sept 30 to Oct 14)\n3. Properly describes the agent's troubleshooting steps and final resolution\n4. Maintains good coherence with a logical flow from problem to resolution\n5. Includes relevant context about previous interactions\n\nHowever, there are a few minor issues:\n- The summary could be slightly more concise by removing some redundant details\n- The phrase \"they are the only ones who can reactivate the ID\" is an interpretation not explicitly stated in the transcript\n- The summary accurately captures that the caller had previous contact with the team, but slightly overstates the agent's \"insistence\"\n\nOverall, the summary achieves its main goals of conveying the important information while maintaining accuracy and readability, with only minor areas for improvement.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "7c39a707-74f8-4a52-b68c-497627e0b751",
    "train_trial_index": 0,
    "predicted_text": "A former Accenture employee called the IT helpdesk needing access to the former employee portal to retrieve their 2023 W2.  They were unable to log in because the portal didn't recognize their personal email address, despite having previously updated it and received company emails at that address.  The helpdesk agent created a ticket to be forwarded to the former employee support team.  The agent collected the caller's personnel number, enterprise ID, callback number, end date, former supervisor's name, personal email address, last office location, and last position level. The agent promised to email the ticket number to the caller and advised them to wait for further instructions from the support team on how to access the portal.  The call began with an automated message and a wait due to high call volume related to a \"gone fishing\" page error.\n",
    "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, 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>\nA former Accenture employee called the IT helpdesk needing access to the former employee portal to retrieve their 2023 W2.  They were unable to log in because the portal didn't recognize their personal email address, despite having previously updated it and received company emails at that address.  The helpdesk agent created a ticket to be forwarded to the former employee support team.  The agent collected the caller's personnel number, enterprise ID, callback number, end date, former supervisor's name, personal email address, last office location, and last position level. The agent promised to email the ticket number to the caller and advised them to wait for further instructions from the support team on how to access the portal.  The call began with an automated message and a wait due to high call volume related to a \"gone fishing\" page error.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 accessing the former employee portal 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, it misses some minor details, such as the specific information collected by the agent (e.g., the exact personnel number, enterprise ID, etc.), which could have been included for completeness. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the caller's issue with accessing the former employee portal and the helpdesk agent's resolution. The summary has a clear structure, starting with the caller's problem and then describing the agent's actions, 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 automated message and wait time, could be considered non-essential and removed to further improve conciseness. Overall, the summary is well-written and effectively conveys the necessary information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Clearly states the caller's main issue (accessing former employee portal for W2)\n2. Includes relevant context about email recognition problem\n3. Lists all important information collected by agent\n4. Describes the resolution process (ticket creation and next steps)\n5. Maintains logical flow and coherent structure\n6. Accurately represents the conversation without misstatements\n7. Includes relevant context about system issues at start of call\n\nMinor improvements could include:\n- Could be slightly more concise by removing some details about the initial automated message\n- Could specify the urgency expressed by the caller about needing W2 quickly\n\nOverall, the summary achieves an excellent balance between completeness and conciseness while maintaining accuracy and relevance. The coherent structure makes it easy to understand the interaction's progression from problem to resolution steps.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "3be91fa8-9bbb-4df1-97ed-33293eab87f9",
    "train_trial_index": 0,
    "predicted_text": "A new employee, starting on the 14th, called the IT helpdesk for assistance setting up their laptop. They were stuck on the account setup screen for over an hour.  The helpdesk agent confirmed the employee's Accenture email address and callback number. After consulting with the support team, the agent determined the issue needed to be escalated to the local tech support team for on-site troubleshooting since the employee couldn't access their machine remotely. The agent documented the issue and the employee's callback number, assuring them that the local tech support would contact them directly.  The call began with an automated message about high call volume due to an ongoing \"gone phishing\" issue.\n",
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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>\nA new employee, starting on the 14th, called the IT helpdesk for assistance setting up their laptop. They were stuck on the account setup screen for over an hour.  The helpdesk agent confirmed the employee's Accenture email address and callback number. After consulting with the support team, the agent determined the issue needed to be escalated to the local tech support team for on-site troubleshooting since the employee couldn't access their machine remotely. The agent documented the issue and the employee's callback number, assuring them that the local tech support would contact them directly.  The call began with an automated message about high call volume due to an ongoing \"gone phishing\" issue.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the account setup screen and the resolution to escalate the issue to the local tech support team. It also mentions the confirmation of the employee's email and callback number, which is relevant to the main topic. The summary is coherent, with a clear structure and flow of ideas. However, it inaccurately states that the call began with an automated message about high call volume due to an ongoing \"gone phishing\" issue, which was actually mentioned later in the call. The summary is mostly complete but could have included the employee's initial confusion about providing their employee ID number.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with setting up their laptop and the helpdesk agent's resolution. The summary has a clear structure, starting with the employee's problem and ending with the agent's solution, making it coherent and easy to follow. The information presented is accurate, matching the details provided in the call transcript. The summary also provides a fair description of the main problem and resolution, making it complete. The only minor detail not included is the initial automated message's full content, but the summary does mention the \"gone phishing\" issue, which is sufficient for understanding the context.",
        "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. Describes the specific problem (stuck at account setup screen)\n3. Accurately notes the helpdesk agent's actions (verifying email/contact info)\n4. Correctly states the resolution (escalation to local tech support)\n5. Includes the context of high call volume and phishing issue\n\nThe summary is concise while maintaining essential details, has good flow, and accurately represents the conversation. It's structured logically, moving from problem identification to resolution. The information is relevant and factually correct.\n\nMinor improvement could be made by clarifying that the employee was following a setup packet and reached step 10 before getting stuck, which provides more context about the setup process. However, this detail isn't crucial to understanding the core issue and resolution.\n\nThe summary achieves high marks across all evaluation criteria, with only minimal room for improvement.",
        "claude_score": 9.0
      }
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    "instance_id": "06feefba-6e22-40eb-aac2-a7c55a8d25a9",
    "train_trial_index": 0,
    "predicted_text": "The caller contacted Accenture IT support because they were unable to log into their Accenture Teams and Outlook mobile apps after logging out of a client's account on the same apps.  The IT support agent, after some initial difficulty obtaining the caller's personnel number, advised the caller to uninstall and reinstall the Outlook, Teams, and Company Portal apps.  The agent also instructed the caller to reboot their phone after reinstalling the apps. The caller agreed to try this solution and said they would call back if the problem persisted.  The call took place during a period of high call volume due to a system-wide \"gone fishing\" error, though this issue didn't appear to directly affect the caller's specific problem.\n",
    "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 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>\nThe caller contacted Accenture IT support because they were unable to log into their Accenture Teams and Outlook mobile apps after logging out of a client's account on the same apps.  The IT support agent, after some initial difficulty obtaining the caller's personnel number, advised the caller to uninstall and reinstall the Outlook, Teams, and Company Portal apps.  The agent also instructed the caller to reboot their phone after reinstalling the apps. The caller agreed to try this solution and said they would call back if the problem persisted.  The call took place during a period of high call volume due to a system-wide \"gone fishing\" error, though this issue didn't appear to directly affect the caller's specific problem.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 logging into Accenture Teams and Outlook mobile apps and the steps provided by the IT support agent. 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 steps the caller was advised to take, such as using the Authenticator app to log in to the company portal first. 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 caller's problem and the IT support agent's solution. The structure is coherent, making it easy to follow and understand. The information presented is accurate, reflecting the events and conversations in 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, it could be improved by including more details about the initial difficulty with the personnel number and the system-wide \"gone fishing\" error, though these are minor points and the summary does mention them briefly.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (login problems after client account logout)\n2. Mentions the initial difficulty with personnel number verification\n3. Accurately describes the solution provided (uninstall/reinstall apps and reboot)\n4. Notes the background context of high call volume\n5. Includes the resolution (caller agreeing to try solution)\n\nThe summary is concise yet comprehensive, maintaining good coherence by presenting events in logical order. It's accurate to the transcript without including unnecessary details. The only minor improvement could be mentioning the specific instruction about logging into Company Portal first using Authenticator before other apps, as this was a key sequence detail. However, this doesn't significantly impact the overall quality since the main solution steps are covered.\n\nThe summary demonstrates strong performance across all evaluation criteria, with particularly good balance between conciseness and completeness.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "2338611c-264c-4a55-9246-7412a2d1710b",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk for assistance setting up a new laptop.  The employee explained they couldn't locate the \"OEM PAC\" folder needed to run the Accenture provisioning package.  After taking the employee's personnel ID, enterprise ID, and callback number, the helpdesk agent initiated a remote session using 123rescue.com.  While connected, the agent put the employee on hold multiple times to consult with a technician.  Ultimately, the agent decided to invite a technician into the remote session to directly assist the employee and ended the call while the remote session remained active.\n",
    "base64_images": [],
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      "call_summarization_score": 0.8518518518518517
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, MyConcerto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details if you are a contractor or do not know your personnel.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with myT.  When users attempt to log in, they are directed to a VON phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please...\nSpeaker 4: Thank you for calling CIO.  This is #####.  Can I have your personnel number, please?\nSpeaker 5: Sure.  It's #########.\nSpeaker 4: Thank you.  And can I have your enterprise ID, please?\nSpeaker 5: Sure.  It's ##############.\nSpeaker 4: Thank you.  And can I also have your callback number, please?\nSpeaker 5: Sure.  It's... Let me give you my mobile number.\nSpeaker 4: It's ############.  All right, got it.  Thank you so much.  All right, #######, how can I help you today?\nSpeaker 5: Hi.  I'm getting or have gotten a new laptop to swap out for my old one because the keyboard is shot on my old laptop.  And I'm trying to set up my new laptop, and I've... I've gotten to the point of the instructions where I need to run the Accenture provisioning package, but it-the instructions I have tell me to open the OEM PAC folder located on the C disk on the new laptop, and I do not see that file anywhere, and I've run multiple searches for it, and I cannot find it.\nSpeaker 4: Sorry to hear that, #######, but since you have me on the line, I'll do my best to assist you with your concerns.  So for this one, #######, is it okay if I'll be putting the call on hold first for one to two minutes?  I'll just be checking also in my resources?\nSpeaker 5: Sure.\nSpeaker 4: All right.  Thank you so much.  Hello, #######.  Thank you so much for patiently waiting on the line.  So, #######, you forwarded already to my support concern.  So, right now, let's do a remote session so I can also see your screen.  So, please open a browser on your machine.  A browser will do.  And kindly type 123rescue.com.  Okay, give me one second.  Just let me know, #######, if you're ready for me to provide you the PIN code.\nSpeaker 5: Yeah, hold on.  Since I've never opened the browser on this laptop, it's giving me a bunch of screens I've got to click through.\nSpeaker 4: Okay, just let me know.  Thank you so much.\nSpeaker 5: So, what is it?  It's 123rescue.com?\nSpeaker 4: Mm-hmm.  That is correct.\nSpeaker 5: Okay, what's the PIN?\nSpeaker 4: It's 529-332.  529-332?  529.  Mm-hmm, that is correct.  So start downloading the applet.  Once done, go to your download folder, right-click the file, show more option, and make sure to run it as administrator.\nSpeaker 5: So hit run app, okay.  Is it working?  It seems like it's trying to connect.\nSpeaker 4: Okay.  I'm already launching.  Please accept.  Okay.  Okay.  I'm seeing your screen right now, #######.  And #######, when I say okay, I'll be asking again another one to two minutes while I'm still confirming this with our technician.\nSpeaker 5: Okay.\nSpeaker 4: Okay.  Thank you so much.  Thank you.  Hello, #######.  Thank you so much for patiently waiting in the line.  So, #######, I'm still waiting for the technician.  Can you try typing your accent your email, please?\nSpeaker 5: Sure.\nSpeaker 4: Thank you.\nSpeaker 5: I assume you want me to approve the sign-in on my authenticator?\nSpeaker 4: Mm-hmm.  Okay.  All right, ####, thank you so much.  So, #######, since we are already connected on the remote session, is it okay if we can just end the call, and I will be inviting a technician on the remote session?  Sure.  All right.  Thank you so much, #######, for understanding.  So you can just drop the call, but don't end the remote session.  Thank you so much.  Bye-bye for now.\nSpeaker 5: Thanks.  Bye.\nSpeaker 4: Bye-bye.\n</call_transcript>\n<summary>\nAn Accenture employee called the IT helpdesk for assistance setting up a new laptop.  The employee explained they couldn't locate the \"OEM PAC\" folder needed to run the Accenture provisioning package.  After taking the employee's personnel ID, enterprise ID, and callback number, the helpdesk agent initiated a remote session using 123rescue.com.  While connected, the agent put the employee on hold multiple times to consult with a technician.  Ultimately, the agent decided to invite a technician into the remote session to directly assist the employee and ended the call while the remote session remained active.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with the \"OEM PAC\" folder and the steps taken by the helpdesk agent. It is relevant, focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, the summary could be slightly more complete by mentioning the initial high call volume and the phishing issue with myT, which provides context for the call environment. Overall, 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 attempts 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 problem, the agent's actions, and the ultimate decision to invite a technician into the remote session. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, the summary could be improved by including more specific details about the employee's issue, such as the fact that they had already run multiple searches for the \"OEM PAC\" folder. Additionally, the summary could clarify that the agent's decision to invite a technician was due to the complexity of 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. Context: New laptop setup issue\n2. Specific problem: Unable to find OEM PAC folder\n3. Process: Collection of identification details\n4. Action taken: Remote session setup\n5. Resolution path: Escalation to technician\n\nThe summary is concise while maintaining all essential information. It's well-structured, flowing logically from problem identification to attempted resolution. The information is accurate, matching the transcript without any misrepresentations. The summary maintains relevance throughout, focusing on the core interaction without including unnecessary details from the automated system prompts.\n\nHowever, there's one minor omission: the context that this was a laptop replacement due to a faulty keyboard on the old device. While not crucial to the main support interaction, this background information provides helpful context for understanding the situation.\n\nOverall, the summary achieves its purpose effectively with only minor room for improvement.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "A former Accenture employee called the IT helpdesk for assistance accessing their My Holdings and Digital Online accounts on the former employee site.  The helpdesk agent, #####, confirmed the caller's personnel information and explained that the former employee's personal email address needs to be updated as the login username.  The agent gathered information about the caller's last supervisor, personal email address, last office location, last position level, and middle name to forward a ticket to the support team.  The agent assured the caller they would receive a callback or email update once the email is updated.  The call began with an automated message about high call volume due to issues with the \"myT\" platform.\n",
    "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 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>\nA former Accenture employee called the IT helpdesk for assistance accessing their My Holdings and Digital Online accounts on the former employee site.  The helpdesk agent, #####, confirmed the caller's personnel information and explained that the former employee's personal email address needs to be updated as the login username.  The agent gathered information about the caller's last supervisor, personal email address, last office location, last position level, and middle name to forward a ticket to the support team.  The agent assured the caller they would receive a callback or email update once the email is updated.  The call began with an automated message about high call volume due to issues with the \"myT\" platform.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 and the steps taken by the helpdesk agent. It is relevant, focusing on the main topic of the call, which is the former employee's access issues. The summary is coherent, with a clear structure and logical flow of ideas. It accurately reflects the information from the transcript, including the need to update the personal email address and the details gathered by the agent. However, it could be slightly more complete by mentioning the specific details collected (e.g., callback number, middle name) and the assurance given by the agent to follow up. The mention of the automated message about high call volume is relevant but could be more clearly connected to the main issue.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the caller's issue and the helpdesk agent's resolution. The summary has a clear structure, starting with the caller's problem and then describing the agent's actions, 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 automated message about high call volume, could be considered less relevant to the main topic, but it does provide context for the call. Overall, the summary is well-written and effectively conveys the necessary information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the caller as a former Accenture employee seeking access to specific accounts\n2. Accurately describes the agent's process of gathering information\n3. Correctly includes the resolution (ticket creation and promised follow-up)\n4. Mentions the initial automated message about system issues\n\nThe summary is concise while maintaining important details, has good flow, and is factually accurate. It's coherent and well-structured, moving logically from the initial problem to the resolution steps.\n\nMinor improvements could include:\n- Specifying that the caller was specifically having login issues\n- Mentioning that the personal email would replace the Accenture email for access\n- Including that the caller was asked to keep their line open for updates\n\nOverall, the summary captures about 90% of the essential information while remaining concise and clear, with only minor details omitted.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "e51b7fa3-2e8c-47bf-a78d-270702839293",
    "train_trial_index": 0,
    "predicted_text": "The employee, ####, called the IT helpdesk because their device was marked non-compliant due to an outdated Adobe Lightroom, which they don't use. After providing their personal, enterprise ID, and callback number, the helpdesk agent, ####, placed them on hold to investigate.  The agent confirmed the non-compliance and initiated a remote session using 123rescue.com to remediate the issue.  After some initial difficulty generating and entering the six-digit code for the remote session, the connection was established. The agent then transferred the session to a remote technician who would fix the problem via the chat function within the remote session.\n",
    "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 services, press 0.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, please enter your 8-digit personnel number so we can locate your details.\nSpeaker 2: We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other.\nSpeaker 3: Hi, this is #### from CIO Service Desk.  May I have your personal number, please?\nSpeaker 4: Sure, it's ########.\nSpeaker 3: All right, thank you for this information.  I'm also going to ask for your enterprise ID.\nSpeaker 4: ############# at Accenture.\nSpeaker 3: All right, thank you for this information, ######.  I'm also going to ask for your bus callback number.\nSpeaker 4: Yes, it's ############.\nSpeaker 3: All right, awesome.  Thank you for this information, ######.  So, how may I help you today?  All right, how may I help you today?\nSpeaker 4: I'm having an issue saying that my device is non-compliant, and it has to do with Adobe Creative Cloud Suite installation.  So I don't know how to fix this.  And it says, the reason for noncompliance is the machine required to have latest version of Adobe Lightroom.  I don't even use Lightroom.  So I just uninstalled it.  And I wasn't sure what else I needed to do.\nSpeaker 3: Alright, so for this one, I do really understand your situation here.  But don't worry, I will do my best to help you with this one.  So one second here, let me go ahead and check for this one on my end.  So one second here.  Alright.  So for this one, is it okay if I can place the call and hold for one to two minutes?  Sure.  Alright, one second here.  All right, thank you so much for patiently waiting, ######.  So for this one, upon checking here on my end, it seems that, yep, your machine is not compliant and needs to be remediated.  So what I'm going to do here is I will be seeking help with our remote tech team to do the remediation of your machine.  So what we're going to do here is we will be initiating a remote session so that once I do have my remote tech team I'll be transferring the session to them as soon as possible as well.  So for this one, please open the browser for me, ######, and type on the browser 123rescue.com.\nSpeaker 4: Okay.  123rescue.com.  Okay.\nSpeaker 3: And it will be asking for the six-digit code, right?  All right, are you on the site already, ######?\nSpeaker 4: It's taking a minute.\nSpeaker 3: So it will be asking for the six-digit code, right?  Yeah.  All right, so one moment here.  Let me just generate that one here on my end, okay?  Right here.  So for this one, ######, is it okay if I can please get the colon from one to two minutes?\nSpeaker 4: Sure.  You didn't give me a code, right?\nSpeaker 3: Yep.  I will be giving you a code.\nSpeaker 4: Okay.  Thank you.  Sure.\nSpeaker 3: All right.  Oh, sorry.  So for this one, I do have your six-digit code.  It's 266.  Okay.  Sorry.  Just a second.\nSpeaker 4: Moving so slow.\nSpeaker 3: 266.  576.  And then click for the start download.  266, 576.  Start download.\nSpeaker 4: Okay.\nSpeaker 3: And then after downloading it, go to your download folder.  And then you will see the file that we've downloaded.\nSpeaker 4: I don't know if it actually did it.\nSpeaker 3: Uh-huh.  Well, you can go to your download folder if you are able to click the start download.\nSpeaker 4: I did, but it said it didn't start the download.  I'll try it again.  Can I get another code?  For whatever reason, it didn't start the download.  And then when I went to put it in again, it says the code doesn't exist.  Sorry.  266576?  Hold on, let me just give you another look.  Okay, hang on.  I have, it went again.  It said it should download automatically.\nSpeaker 3: Okay.  Now it is.  Okay.  Let's download it now.  Download folder.  Yep.\nSpeaker 4: I'm opening it.\nSpeaker 3: And you will see the file that we've downloaded.  Can you right-click the file for me?  Click for the show more options.  Let me just connect this one.  All right.  Thank you for this one.\nSpeaker 4: Okay.\nSpeaker 3: So, for this one, let me just go ahead and check for the available technicians for this one.  Oh, I do have already my available techs, so I'll be transferring this session to them.  So, one second here.  The tech will come on the remote session shortly, okay?  And then you can communicate to them through chat box that you can see on the end.  So once the remote tech on the other line, on the remote session, they will be the one to remediate your machine.  All right, so for this one, thank you for calling CIO, and have a wonderful day.\n</call_transcript>\n<summary>\nThe employee, ####, called the IT helpdesk because their device was marked non-compliant due to an outdated Adobe Lightroom, which they don't use. After providing their personal, enterprise ID, and callback number, the helpdesk agent, ####, placed them on hold to investigate.  The agent confirmed the non-compliance and initiated a remote session using 123rescue.com to remediate the issue.  After some initial difficulty generating and entering the six-digit code for the remote session, the connection was established. The agent then transferred the session to a remote technician who would fix the problem via the chat function within the remote session.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 non-compliance due to Adobe Lightroom, the steps taken by the helpdesk agent, and the resolution process involving a remote session. 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 omits some minor details, such as the repeated attempts to generate the six-digit code and the specific instructions given by the agent during the remote session setup. 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 device being marked non-compliant 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 reason for the non-compliance (outdated Adobe Lightroom), the steps taken by the helpdesk agent (investigating, initiating a remote session, and transferring the session to a remote technician), and the resolution (remediation of the issue via the remote session).\n\nHowever, the summary could be considered incomplete as it does not mention the employee's initial attempt to resolve the issue by uninstalling Adobe Lightroom or the difficulties encountered with generating and entering the six-digit code for the remote session. Despite this, the summary still provides a fair description of the main problems and resolutions.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (device non-compliance due to Adobe Lightroom)\n2. Includes the verification process (personal details, enterprise ID, callback)\n3. Documents the solution attempt (remote session setup via 123rescue.com)\n4. Mentions the technical difficulties with the code\n5. Notes the final resolution (transfer to remote technician)\n\nThe summary is concise yet comprehensive, maintaining a logical flow of events. It's accurate to the transcript and doesn't include any incorrect information. The relevant technical details (123rescue.com, remote session) are preserved without getting too granular. The only minor improvement could be mentioning that the non-compliance required \"remediation\" specifically, as this technical term was emphasized in the original conversation. Otherwise, it successfully balances brevity with informativeness while maintaining coherence and accuracy.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "bc384ce8-0af1-4dbf-b1ec-04b26ceae101",
    "train_trial_index": 0,
    "predicted_text": "The employee, #####, called the IT helpdesk for an update on a previously submitted ticket regarding their non-functional computer.  The helpdesk system initially played automated messages, including one acknowledging high call volume due to a \"gone phishing\" issue with the myT platform. After holding, the agent, ######, confirmed #####'s employee ID and contact information.  The agent informed ##### that the ticket was assigned to their local office and advised them to wait for a local representative to contact them directly regarding their computer issue.  The call ended with no immediate solution provided beyond confirmation that the issue was being handled locally.\n",
    "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>\nThe employee, #####, called the IT helpdesk for an update on a previously submitted ticket regarding their non-functional computer.  The helpdesk system initially played automated messages, including one acknowledging high call volume due to a \"gone phishing\" issue with the myT platform. After holding, the agent, ######, confirmed #####'s employee ID and contact information.  The agent informed ##### that the ticket was assigned to their local office and advised them to wait for a local representative to contact them directly regarding their computer issue.  The call ended with no immediate solution provided beyond confirmation that the issue was being handled locally.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with a non-functional computer and the steps taken by the helpdesk agent. It includes relevant details such as the automated messages about high call volume and the \"gone phishing\" issue with the myT platform, which provides context for the delay. The summary is coherent, with a clear structure and flow of ideas, making it easy to understand. It is accurate, reflecting the key points of the conversation without any false or misleading information. However, it could be slightly more complete by mentioning the specific advice given by the agent to wait for the local office to reach out. Overall, it provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their non-functional computer and the helpdesk's response. The summary has a clear structure, making it easy to understand and follow, thus demonstrating coherence. The information presented is factually correct, with no false or misleading information, ensuring accuracy. The summary provides a fair description of the main problem (the employee's computer issue) and the resolution (waiting for the local office to contact them), demonstrating completeness. However, some minor details, such as the automated messages, could be considered non-essential, but their inclusion does provide context for the call. Overall, the summary effectively conveys the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: It efficiently presents the main points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: All information included is pertinent to understanding the call's purpose and outcome.\n3. Coherence: The summary follows a logical flow from initial contact through to resolution, making it easy to follow.\n4. Accuracy: The details match the transcript precisely, including the context of the system messages and the agent's response.\n5. Completeness: It covers all major aspects - the reason for the call (following up on a non-working computer), the context (including the myT system issues mentioned in the automated message), and the resolution (ticket assigned to local office).\n\nThe only minor improvement could be condensing the initial automated message section about myT issues, as it wasn't directly relevant to the caller's specific problem. Otherwise, the summary effectively balances detail and brevity while maintaining accuracy.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "f95bf815-1290-4ccf-ad03-ac3103a96ffd",
    "train_trial_index": 0,
    "predicted_text": "The caller, #####, from the CIO department, contacted the IT helpdesk because they couldn't log into their laptop due to issues with face ID and PIN setup.  The helpdesk agent, after confirming contact details, guided ##### through a password reset process via mypasswordless.accenture.com and myid.accenture.com.  This involved enabling password access, resetting the password via email verification and authenticator app approval, and finally logging into the laptop with the new password. The agent then advised ##### to set up a PIN following instructions sent via Microsoft Teams, offering further assistance if needed. The ticket was marked as resolved and a feedback survey request was mentioned.\n",
    "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 technologies, for Technology and Business Application Support, press 1.\nSpeaker 2: For Mobile Communication Support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  if you are a con...\nSpeaker 4: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.\nSpeaker 5: Hi, this is ###### from CIO.  Can I please have my employee number?\nSpeaker 6: Yes, ############.\nSpeaker 5: Thank you very much.  And could I also have your e-mail as well?\nSpeaker 6: ###############################.\nSpeaker 5: Thank you very much.  And could I also have your cell phone number as well?  ############.  All right, thanks for calling, #####.  How can I help you today?\nSpeaker 6: I can't log into my laptop.  It's saying that I don't have or I need to use, what is it, the face ID or a PIN.  And I haven't been successful with setting up either of those.\nSpeaker 5: I will assist you on this issue.  But first, before we proceed, can I ask if I'm able to access Microsoft Teams on your phone?  Can I send you a message there?\nSpeaker 6: Yeah, let me make sure I'm signed in.\nSpeaker 5: Are you both already seeing my message?\nSpeaker 6: Well, I haven't accessed it in a while, so it just says the app is restarting for some reason, but I think so.  Let me see if I can open it.\nSpeaker 5: All right, if I able to receive a message?\nSpeaker 6: I'm trying to sign in.  It says I'm already signed in.  I don't know what's going on.  Let me try that.  Okay, yes, I can receive a message.\nSpeaker 5: It seems that I have sent you a message there previously.  So can you please scroll up if you are able to see the history of our message?  Again, please go to the first website that I sent to you.  On mypasswordless.accenture.com.  Yes, thank you very much.\nSpeaker 6: Okay.  I'm on the site.\nSpeaker 5: Can you please go to Go Passwordless Request?  Click on Get Started, please.\nSpeaker 6: It says I'm currently passwordless.\nSpeaker 5: In selecting a reason, click on the drop-down menu and search for Hello4Business PIN slash biometrics issue.\nSpeaker 6: Okay.  And then types of use.  Should I select pin or biometric?\nSpeaker 5: Just select issue with pin, please.  And for in describing the issue, just select others.  And for the additional information, just write your pin is not working.  And then proceed to click that enable password button down below.  Okay.  And wait for it to load.  And after that, don't click anything else.  Just tell me when it is done.  It says my account is now enabled for password.  All right.  Please check your teams again and click on the second site that they gave you, myid.accenture.com\nSpeaker 6: All right, I'm here.\nSpeaker 5: All right, kindly click on self-service password reset slash unlock.  Okay.  And then enter your email there as well as fill up the captcha.  Thank you very much.  Tell me once you are done or is able to proceed to the next page.  Okay, on the next page.  Are you able to go through the next page?  Yeah, I'm on the page to select.\nSpeaker 6: either I forgot my password or I know my password but still can't find it.\nSpeaker 5: Please select the first option, I forgot my password.\nSpeaker 6: Okay.\nSpeaker 5: And after that, for the two-step verification, on the first step, select Text My Mobile Phone, and then enter the verification code sent to you.  For the second verification step, just select Approve a Request on My Authenticator App.  Tell me once you're done.  Thank you very much.\nSpeaker 6: Okay, I'm done with that.\nSpeaker 5: Are you on the page where you're able to change your password?  If so, your password should be 8 to 15 characters with one special character and one uppercase letter.  Please tell me once you're done so I can get you into logging into your computer.\nSpeaker 6: Okay.\nSpeaker 5: Are you able to create your password?\nSpeaker 6: Yeah, so I've reset it.\nSpeaker 5: All right.  So right now, please go to your computer and proceed to log in to other users by using the password that you have just created right now.\nSpeaker 6: Got it.\nSpeaker 5: All right.  Again, on the Teams message that I sent to you previously, just kindly follow the instructions on how to set up your PIN.  If ever you have a problem in setting up a PIN later on, you can just message me on Teams.  But as of right now, since you're able to log in, I will now tag your ticket here as a result.  And you may receive a survey by email, and your feedback is highly appreciated.  Again, thank you for your time, #####, and have a wonderful day today.\nSpeaker 6: Okay.  Thank you.\nSpeaker 5: Thank you very much and have a good day.\n</call_transcript>\n<summary>\nThe caller, #####, from the CIO department, contacted the IT helpdesk because they couldn't log into their laptop due to issues with face ID and PIN setup.  The helpdesk agent, after confirming contact details, guided ##### through a password reset process via mypasswordless.accenture.com and myid.accenture.com.  This involved enabling password access, resetting the password via email verification and authenticator app approval, and finally logging into the laptop with the new password. The agent then advised ##### to set up a PIN following instructions sent via Microsoft Teams, offering further assistance if needed. The ticket was marked as resolved and a feedback survey request was mentioned.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 logging into their laptop and the steps taken to resolve it. The information is relevant and focuses on the main topic of the call. The structure and flow are clear, making it easy to understand. The summary is accurate, reflecting the key details from the transcript without any false or misleading information. However, it misses some minor details, such as the initial high call volume message and the specific instructions given during the password reset process. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the caller's login issue and the helpdesk agent's assistance. 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 details. The summary also provides a fair description of the main problem and resolution, covering the key points from the call transcript. However, some minor details, such as the initial automated messages and the mention of performance issues with \"my key,\" are omitted, but these do not impact the overall understanding of the issue and its resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Clearly identifies the caller's problem (laptop login issues with face ID/PIN)\n2. Accurately describes the step-by-step resolution process through both websites\n3. Maintains proper chronological flow of events\n4. Includes important verification steps (Teams messaging, authentication methods)\n5. Mentions the conclusion with PIN setup instructions and survey feedback\n\nThe summary is concise yet comprehensive, avoiding unnecessary technical details while maintaining all crucial information. It's coherent and well-structured, moving logically from problem identification to resolution. The information is accurate, matching the transcript without any misrepresentations. It successfully captures both the technical process and the service interaction aspects of the call.\n\nMinor improvement could be made by mentioning that the PIN setup instructions were to be followed after the call, but this doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "17e82aa0-d516-4f6f-8b08-c3a7f249ed6f",
    "train_trial_index": 0,
    "predicted_text": "The Accenture employee, #####, called the IT helpdesk because they couldn't access their Time and Expenses (TE) webpage for the past three pay periods.  The page was loading blank. The helpdesk agent, after taking #####'s details, used remote access software to clear #####'s browser history and advised them to restart their browser.  ##### mentioned having performed this troubleshooting step earlier without success and expressed frustration that this issue, along with conflicting advice on fixing it, was recurring for them and their team. The agent suggested trying a different browser (Chrome) if the issue persisted and closed the ticket.  ##### was advised a survey would be sent to them.  The call began with an automated message acknowledging high call volumes due to a \"gone phishing\" issue with the \"my key\" login system.\n",
    "base64_images": [],
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\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>\nThe Accenture employee, #####, called the IT helpdesk because they couldn't access their Time and Expenses (TE) webpage for the past three pay periods.  The page was loading blank. The helpdesk agent, after taking #####'s details, used remote access software to clear #####'s browser history and advised them to restart their browser.  ##### mentioned having performed this troubleshooting step earlier without success and expressed frustration that this issue, along with conflicting advice on fixing it, was recurring for them and their team. The agent suggested trying a different browser (Chrome) if the issue persisted and closed the ticket.  ##### was advised a survey would be sent to them.  The call began with an automated message acknowledging high call volumes due to a \"gone phishing\" issue with the \"my key\" login system.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with accessing the Time and Expenses webpage, the troubleshooting steps taken, and the advice given by the helpdesk agent. It also mentions the initial automated message about high call volumes due to a \"gone phishing\" issue, which is relevant context.\n\nThe summary is relevant, focusing on the main issue and the steps taken to resolve it. It maintains coherence, with a clear structure and flow of ideas that make it easy to follow.\n\nIn terms of accuracy, the summary correctly captures the key details of the call, including the employee's issue, the troubleshooting steps, and the advice to use a different browser if the problem persists.\n\nHowever, the summary could be slightly more complete. It omits the specific details of the remote access process (e.g., the use of 123rescue.com and the six-digit code) and the employee's repeated frustration with the recurring issue. Including these details would provide a fuller picture of the call.\n\nOverall, the summary is strong 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 issue and resolution within a brief length. It remains relevant to the topic, focusing on the employee's issue with accessing their Time and Expenses webpage and the steps taken to resolve it. The structure is coherent, making it easy to follow the sequence of events. The summary is also accurate, reflecting the details provided in the call transcript without introducing false information. However, the completeness could be slightly improved by mentioning the initial automated message about the \"my key\" issue in more detail or clarifying its relevance to the caller's problem, but this is a minor point. 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 call:\n1. Accurately identifies the main issue (TE webpage not loading)\n2. Includes the troubleshooting steps taken (remote access, browser history clearing)\n3. Notes the user's prior attempts and frustration\n4. Mentions the suggested alternative solution (using Chrome)\n5. References the initial automated message about system issues\n\nThe summary is concise while maintaining important details and follows a logical flow. It accurately represents both the technical issue and the human element of the interaction. The inclusion of the automated message about system issues provides relevant context.\n\nMinor improvements could have included:\n- Mentioning the specific steps to clear browser history\n- Including the exact remote access tool used (123rescue.com)\n\nHowever, these are not critical omissions, and the summary successfully balances detail with brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "ac389f8c-ce96-4dcf-ac7e-4fd7fbacb132",
    "train_trial_index": 0,
    "predicted_text": "This call transcript captures a brief interaction with an automated IT helpdesk system. The system offers options for password reset, account unlock, and application support.  Users with passwordless accounts are directed to press 1 for live support or self-help. Those with traditional passwords can proceed with reset options by pressing 2.  The system repeatedly emphasizes pressing 9 for forgotten or expired passwords as the quickest solution for PC login issues.  The end of the transcript contains unrelated, seemingly accidental background noise of a child asking for their father.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 296.0,
      "num_output_tokens": 0.0,
      "inference_runtime": 2.849893569946289,
      "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.\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>\nThis call transcript captures a brief interaction with an automated IT helpdesk system. The system offers options for password reset, account unlock, and application support.  Users with passwordless accounts are directed to press 1 for live support or self-help. Those with traditional passwords can proceed with reset options by pressing 2.  The system repeatedly emphasizes pressing 9 for forgotten or expired passwords as the quickest solution for PC login issues.  The end of the transcript contains unrelated, seemingly accidental background noise of a child asking for their father.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main options provided by the automated IT helpdesk system, such as password reset, account unlock, and application support. It also correctly identifies the emphasis on pressing 9 for forgotten or expired passwords. The mention of the child asking for their father is relevant as it highlights the presence of unrelated background noise, which is accurately described.\n\nHowever, the summary could be improved in terms of completeness. It does not mention the specific instructions for users to visit the website for passwordless accounts or the option to press 3 to repeat the menu. Additionally, the summary could be more coherent by clearly separating the main helpdesk options from the background noise incident.\n\nOverall, the summary is accurate and relevant but could be slightly more detailed and better structured.",
        "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 IT helpdesk system's options and instructions. The summary has a clear structure and flow of ideas, making it coherent and easy to understand. The information presented is factually correct, with no false or misleading information, making it accurate. The summary also provides a fair description of the main problems and resolutions, although the original call transcript is more of an automated system's message rather than an actual problem resolution. The inclusion of the unrelated background noise at the end is a nice touch, as it explains the seemingly out-of-place dialogue at the end of the transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the automated helpdesk system's menu options while maintaining brevity. It accurately describes the passwordless account options (press 1), traditional password options (press 2), and emphasizes the press 9 option for login issues. The structure flows logically from general options to specific solutions. The summary also appropriately acknowledges the irrelevant background conversation at the end without giving it undue emphasis.\n\nHowever, there are a few minor issues:\n1. The summary could have mentioned the \"press 3 to repeat\" option more explicitly\n2. The initial \"press 0\" option mentioned in the transcript isn't included in the summary\n3. The distinction between account being disabled vs. forgotten password (both using press 9) could have been clearer\n\nDespite these small omissions, the summary maintains high accuracy for the information it does include and presents it in a coherent, well-organized manner. The inclusion of the background conversation shows attention to detail while keeping it appropriately brief.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "69bbbc89-6764-47c0-9982-a53199b904c7",
    "train_trial_index": 0,
    "predicted_text": "The automated system offers several options for IT support.  Pressing '0' directs users to enterprise password reset and account unlock.  To check passwordless account status, users are instructed to visit go.accenture.com/gopasswordless.  Passwordless users can press '1' for a live agent or utilize self-help options on the site.  Those who are not yet passwordless should press '2' for further enterprise options.  Finally, users experiencing PC login issues due to a disabled account or forgotten password should press '9'.\n",
    "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 zero.  For technology and business...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash go passwordless.  If you are passwordless... Press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise.\nSpeaker 3: If you are unable to log in to your PC due to an error, the login screen in your account has been disabled.  Press 9.  If you have forgotten your password, Yeah.\n</call_transcript>\n<summary>\nThe automated system offers several options for IT support.  Pressing '0' directs users to enterprise password reset and account unlock.  To check passwordless account status, users are instructed to visit go.accenture.com/gopasswordless.  Passwordless users can press '1' for a live agent or utilize self-help options on the site.  Those who are not yet passwordless should press '2' for further enterprise options.  Finally, users experiencing PC login issues due to a disabled account or forgotten password should press '9'.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main options provided by the automated system. It captures the key points about pressing '0' for enterprise password reset and account unlock, visiting a specific URL to check passwordless status, and the options for passwordless and non-passwordless users. It also correctly mentions the option for users experiencing PC login issues.\n\nRelevance is high as the summary focuses on the main topic of the call transcript, which is the various options available for IT support.\n\nThe coherence is good; the summary has a clear structure and flow, making it easy to understand.\n\nAccuracy is mostly correct, but there is a minor issue: the transcript does not explicitly state that pressing '9' is for users who have forgotten their password, only that it is for those unable to log in due to an error.\n\nCompleteness is adequate, as the summary covers the main options and instructions provided in the call transcript.\n\nOverall, the summary is well-done but has a slight inaccuracy regarding the '9' option.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main information from the call transcript in a brief manner. It is also highly relevant, focusing on the IT support options presented in the transcript. 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. The summary also provides a fair description of the main problems and resolutions, covering all the key points from the transcript, which makes 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 information from the automated phone system transcript:\n\n1. Conciseness: The summary efficiently presents the menu options without unnecessary repetition, organizing the information in a clear, sequential manner.\n\n2. Relevance: All information included directly relates to the IT support options and account access procedures.\n\n3. Coherence: The summary follows a logical flow, starting with basic password reset options, moving through passwordless account information, and ending with login issues.\n\n4. Accuracy: The summary accurately reflects the menu options and corresponding numbers from the transcript, correctly capturing the specific web address and all numerical options.\n\n5. Completeness: The summary includes all major options mentioned in the transcript, though it could have been more explicit about the distinction between passwordless and non-passwordless users.\n\nMinor improvement could be made by being more explicit about the relationship between the PC login error and account disabled status, but overall, the summary effectively captures and organizes the essential information.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "e4e9812a-69d2-4fcc-ae4c-bf0f95b27839",
    "train_trial_index": 0,
    "predicted_text": "A company employee called the IT helpdesk regarding login issues.  The automated system initially indicated high call volume due to problems with a \"key\" and a \"gone phishing\" page redirect.  After holding, the employee, ######, provided their personnel number, enterprise ID, and explained the issue to the helpdesk agent, ######.  The employee described being redirected to an error message when attempting to log in via multiple avenues, including Accenture email and directly through a platform (possibly Box).  They were able to sign up individually, separate from the enterprise, but using their Accenture email resulted in the same error. The agent was attempting to troubleshoot when the call appears to have disconnected.\n",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 0.0,
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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.  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>\nA company employee called the IT helpdesk regarding login issues.  The automated system initially indicated high call volume due to problems with a \"key\" and a \"gone phishing\" page redirect.  After holding, the employee, ######, provided their personnel number, enterprise ID, and explained the issue to the helpdesk agent, ######.  The employee described being redirected to an error message when attempting to log in via multiple avenues, including Accenture email and directly through a platform (possibly Box).  They were able to sign up individually, separate from the enterprise, but using their Accenture email resulted in the same error. The agent was attempting to troubleshoot when the call appears to have disconnected.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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, the login issues, and the steps taken by the employee and the helpdesk agent. It is relevant, focusing on the main topic of the login issue and the interaction between the employee and the agent. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. It is mostly accurate, but there is a minor inaccuracy regarding the \"key\" and \"gone phishing\" page, which could be clarified. The summary is fairly complete, covering the main concerns and the attempted resolution, though it could mention the specific error message more clearly. Overall, the summary is well-done but could benefit from slight improvements in accuracy and 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 login issues and the helpdesk agent's attempts to troubleshoot. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the employee's attempts to log in via multiple avenues and the resulting error messages. The summary also notes the call's disconnection, which is consistent with the transcript.\n\nThe summary is mostly complete, describing the main problem (login issues) and the agent's attempts to troubleshoot. However, it does not provide a resolution, as the call appears to have disconnected before a solution was reached. 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 key elements of the call:\n1. Accurately describes the initial automated message about system issues\n2. Correctly captures the sequence of events (holding, providing information)\n3. Clearly explains the core problem (login/redirect issues)\n4. Accurately represents the multiple attempts made by the user\n5. Notes the apparent call disconnection\n\nThe summary is concise while maintaining important details, and has good coherence with a logical flow from start to finish. It's relevant, focusing on the technical issue at hand without including unnecessary information.\n\nHowever, there are minor areas for improvement:\n1. Could have mentioned that the call began with an automated menu selection\n2. Could have been clearer about the Box platform reference\n3. The resolution is incomplete, but this reflects the call's abrupt ending\n\nOverall, the summary provides an accurate, well-structured representation of the interaction while maintaining clarity and brevity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c5480dd8-fbcf-4f1d-a0f4-497b275bf915",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT Service Desk reporting issues with OneDrive after returning from vacation.  They received a pop-up message stating \"OneDrive Accenture has been deleted\" and the application would no longer sync.  Despite reinstalling OneDrive with admin rights and rebooting their machine, the issue persisted.  The help desk agent, after gathering the employee's information, requested a screenshot of the error message via Teams.  The agent then initiated a remote session to further troubleshoot the problem directly on the employee's computer.  The call took place during a period of high call volume due to a company-wide \"MyKey\" issue, though this didn't directly impact the employee's OneDrive problem.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 678.0,
      "num_output_tokens": 0.0,
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.  For video 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>\nAn Accenture employee called the IT Service Desk reporting issues with OneDrive after returning from vacation.  They received a pop-up message stating \"OneDrive Accenture has been deleted\" and the application would no longer sync.  Despite reinstalling OneDrive with admin rights and rebooting their machine, the issue persisted.  The help desk agent, after gathering the employee's information, requested a screenshot of the error message via Teams.  The agent then initiated a remote session to further troubleshoot the problem directly on the employee's computer.  The call took place during a period of high call volume due to a company-wide \"MyKey\" issue, though this didn't directly impact the employee's OneDrive problem.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 OneDrive, the steps taken by the employee, and the actions of the help desk agent. It is relevant, focusing on the OneDrive issue and the troubleshooting steps. The structure is clear and easy to follow, making it coherent. The information is accurate, reflecting the details from the transcript without any false or misleading information. However, the summary includes a mention of the \"MyKey\" issue, which, while present in the transcript, is not directly relevant to the OneDrive problem and could be considered extraneous. Overall, the summary 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 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 OneDrive issue and the help desk agent's troubleshooting efforts. 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 details from the call transcript. The summary also provides a fair description of the main problem and the steps taken to resolve it, although the resolution itself is not explicitly stated as the call transcript does not provide a final resolution. Overall, the summary meets the criteria for a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Efficiently presents the main issue and steps taken in a clear, brief manner\n2. Relevance: Focuses on the core OneDrive problem while appropriately mentioning the background MyKey issue\n3. Coherence: Well-structured flow from problem identification to troubleshooting steps\n4. Accuracy: Correctly represents the conversation details, including the error message and attempted solutions\n5. Completeness: Covers all major points - initial problem, attempted fix, and help desk response\n\nMinor improvements could include:\n- More detail about the specific troubleshooting steps planned during remote session\n- Clearer distinction between the system-wide MyKey issue announcement and the actual support conversation\n\nOverall, the summary maintains high quality across all criteria with only minor omissions that don't significantly impact its effectiveness.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "201093d5-51af-4dcc-a95d-821de533d255",
    "train_trial_index": 0,
    "predicted_text": "A contractor, ####, called Accenture's IT helpdesk needing a password reset for his Accenture account to access his company-provided PC.  He couldn't reset it himself via myid.accenture.com because he hadn't registered for the self-service option. The helpdesk agent, #####, confirmed his Accenture login (EID) but needed his personnel number for the password reset process.  Since #### didn't have it, the agent advised him to email ##########@accenture.com to obtain his personnel number and office location, both required for verification.  The agent then closed the ticket, advising #### to reopen it within 72 hours if needed, and that he would receive a feedback survey. The call also mentions high call volumes due to an ongoing MyT issue redirecting users to a phishing page.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1534.0,
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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.\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>\nA contractor, ####, called Accenture's IT helpdesk needing a password reset for his Accenture account to access his company-provided PC.  He couldn't reset it himself via myid.accenture.com because he hadn't registered for the self-service option. The helpdesk agent, #####, confirmed his Accenture login (EID) but needed his personnel number for the password reset process.  Since #### didn't have it, the agent advised him to email ##########@accenture.com to obtain his personnel number and office location, both required for verification.  The agent then closed the ticket, advising #### to reopen it within 72 hours if needed, and that he would receive a feedback survey. The call also mentions high call volumes due to an ongoing MyT issue redirecting users to a phishing page.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 need for a password reset, the inability to reset it via the self-service option, and the steps advised by the helpdesk agent. It also mentions the high call volumes due to the MyT issue, which is relevant context.\n\nRelevance is high as the summary focuses on the main issue and the resolution steps. However, the mention of the MyT issue, while relevant, could be seen as slightly tangential to the main problem discussed in the call.\n\nCoherence is good; the summary flows logically from the problem to the resolution steps and the closing of the ticket.\n\nAccuracy is high; the summary correctly reflects the details of the call, including the need for the personnel number and the advice to email for it.\n\nCompleteness is also good; the summary covers the main problem, the steps taken, and the resolution process. However, it could have mentioned the agent's advice to ask for the office location for completeness.\n\nOverall, the summary is effective but could be slightly improved in relevance and 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 contractor's issue with password reset and the 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. The summary covers the main problem (password reset issue) and the resolution (emailing to obtain personnel number and office location), making it complete. However, some minor details, such as the exact steps the contractor was advised to take after obtaining the personnel number, are not included, but this does not significantly impact the overall completeness. 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. Identifies the caller as a contractor needing password reset\n2. Notes the inability to use self-service reset\n3. Accurately describes the agent's verification requirements\n4. Includes the resolution path (emailing for personnel number)\n5. Mentions the ticket closure and survey details\n6. Includes contextual information about MyT issues\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem to resolution. It accurately reflects the conversation without misrepresenting facts. The information is relevant and focused on the main interaction. The only minor improvement could be clarifying that the office location was requested as an additional verification detail, not just for personnel number request.\n\nThe summary demonstrates strong coherence, moving smoothly from issue identification through resolution steps. It effectively balances including important details while maintaining brevity. The inclusion of the background MyT issue shows good judgment in providing relevant context.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "46e3febd-fe80-456e-aba8-3aa4a2ba1457",
    "train_trial_index": 0,
    "predicted_text": "The call transcript details a caller navigating a company's IT helpdesk phone system.  The automated system offers options for password/access support, application/telecom support, video conferencing, and other business tools.  The caller is prompted to enter their 8-digit personnel number but appears to struggle.  The system informs them that all agents are busy and suggests exploring online resources.  Finally, the caller states they don't speak English and requests to speak with Argentinian support in Spanish.  The agent confirms they understand the request for Spanish.\n",
    "base64_images": [],
    "stats": {
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: Para soporte de acceso y contrase\u00f1a, presione 0.  Para soporte de aplicaciones technology, telecom y dispositivos m\u00f3viles, presione 1.  Para servicios de videoconferencia, incluidos telepresence.\nSpeaker 2: Para el soporte de aplicaciones tecnol\u00f3gicas y empresariales, incluidas las telecomunicaciones, pulse 1.  Y para ADT, PPM y otra herramienta de metodolog\u00eda de apoyo, pulse 2.  Para restablecer la contrase\u00f1a de Enterprise, presione 1.  Para telecomunicaciones y otras technology and business application support, presione 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number.  All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us.\nSpeaker 4: Hello, I don't speak English.  Sorry?  I want to speak with Soporte Argentina.\nSpeaker 5: Yes, in Spanish.\n</call_transcript>\n<summary>\nThe call transcript details a caller navigating a company's IT helpdesk phone system.  The automated system offers options for password/access support, application/telecom support, video conferencing, and other business tools.  The caller is prompted to enter their 8-digit personnel number but appears to struggle.  The system informs them that all agents are busy and suggests exploring online resources.  Finally, the caller states they don't speak English and requests to speak with Argentinian support in Spanish.  The agent confirms they understand the request for Spanish.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 options provided by the automated system, the caller's difficulty with entering their personnel number, the notification that all agents are busy, and the caller's request for Spanish support. \n\nRelevance is high as the summary focuses on the main interactions and issues faced by the caller. \n\nCoherence is good; the summary has a logical flow and is easy to understand. \n\nAccuracy is mostly correct, but there is a minor inaccuracy: the summary states that the caller requests to speak with Argentinian support, but the transcript only mentions \"Soporte Argentina\" without specifying it is Argentinian support. \n\nCompleteness is adequate, covering the main problems and the caller's request for language support. However, it could mention the specific options for different types of support in more detail.\n\nOverall, the summary is effective but could be slightly more precise in its 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 caller's navigation of the IT helpdesk phone system and their request for support in Spanish. 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 resolution to the caller's issue, but this is due to the nature of the transcript, which does not provide a resolution either. 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 transcript:\n1. Accurately describes the menu options presented (password support, applications, telecom, videoconferencing)\n2. Mentions the request for 8-digit personnel number and system's response\n3. Correctly notes the language barrier issue and request for Spanish/Argentine support\n4. Maintains good flow and logical progression of events\n\nThe summary is concise while including relevant details, and presents information in a coherent manner that's easy to follow. It accurately reflects the interaction without adding incorrect information.\n\nMinor improvements could include:\n- More specific detail about the business tools mentioned (ADT, PPM)\n- Clearer distinction between automated system and live agent responses\n- More emphasis on the language barrier being the primary issue\n\nOverall, the summary achieves its main goals of capturing the essential information and key interaction points while maintaining accuracy and readability.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "767afe29-71f4-4617-bb05-7544b836d0b7",
    "train_trial_index": 0,
    "predicted_text": "Rutile contacted the IT helpdesk because their camera intermittently stopped working in Microsoft Teams, displaying a privacy settings error despite the settings being correctly configured.  The helpdesk agent, after confirming Rutile's details, initiated a remote session using 123rescue.com to troubleshoot the issue.  Rutile demonstrated the problem, showing the error message that appeared when attempting a video call.  The agent then asked Rutile to test Teams in a web browser, where the camera also failed.  After consulting with Level 2 support, the agent advised Rutile to uninstall and reinstall their camera driver.  The call was then ended, with communication continuing via the remote session chat box.\n",
    "base64_images": [],
    "stats": {
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, 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>\nRutile contacted the IT helpdesk because their camera intermittently stopped working in Microsoft Teams, displaying a privacy settings error despite the settings being correctly configured.  The helpdesk agent, after confirming Rutile's details, initiated a remote session using 123rescue.com to troubleshoot the issue.  Rutile demonstrated the problem, showing the error message that appeared when attempting a video call.  The agent then asked Rutile to test Teams in a web browser, where the camera also failed.  After consulting with Level 2 support, the agent advised Rutile to uninstall and reinstall their camera driver.  The call was then ended, with communication continuing via the remote session chat box.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 camera in Microsoft Teams, the troubleshooting steps taken, and the final resolution. It is relevant, focusing on the main topic of the camera issue and the steps taken to resolve it. The summary is coherent, with a clear structure and flow that makes it easy to understand. It is accurate, correctly reflecting the details of the call transcript without any false or misleading information. However, it misses some minor details, such as the initial steps of confirming the employee number and enterprise ID, and the specific mention of the callback number. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the camera issue in Microsoft Teams. The summary has a clear structure and flow of ideas, making it coherent and easy to understand. The information presented is factually correct, with no false or misleading information, making it accurate. The summary provides a fair description of the main problem and resolution, including the troubleshooting steps taken and the final solution proposed, making it complete. The only potential improvement could be adding more details about the initial steps taken by the helpdesk agent, but overall, the summary is of high quality.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clear identification of the problem (Teams camera issues with privacy settings)\n2. Accurate description of troubleshooting steps (remote session, testing in web browser)\n3. Final resolution recommendation (uninstall/reinstall camera driver)\n4. Proper flow of events from problem identification to resolution\n\nThe summary is concise while maintaining all essential information. It's coherent and well-structured, following the chronological order of events. The information is accurate, matching the transcript without any misrepresentations. \n\nMinor improvements could include:\n- Mentioning that the issue was occurring \"every once in a while\" (frequency)\n- Noting that the problem was affecting client interactions\n- Including that Level 2 support was consulted briefly (2-3 minutes)\n\nHowever, these are minor details, and their omission doesn't significantly impact the summary's quality. The summary successfully captures the essence of the interaction and its outcome.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "015c4939-a357-412f-b924-9a1829c1eb1a",
    "train_trial_index": 0,
    "predicted_text": "The employee, #####, called the IT helpdesk to cancel a phone upgrade order placed through the company's Accenture Mobility site.  The website displayed confusing pricing, leading ##### to believe the upgrade would cost $67, but the final price was $750.  ##### expected a free or discounted upgrade, similar to Verizon's current offer and previous corporate upgrades.  The helpdesk agent, ####, confirmed #####'s employee details and the issue.  However, instead of directly canceling the order, #### requested additional information via Microsoft Teams to escalate the issue to the mobile support team.  ##### expressed some surprise at this process before ending the call.\n",
    "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, 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>\nThe employee, #####, called the IT helpdesk to cancel a phone upgrade order placed through the company's Accenture Mobility site.  The website displayed confusing pricing, leading ##### to believe the upgrade would cost $67, but the final price was $750.  ##### expected a free or discounted upgrade, similar to Verizon's current offer and previous corporate upgrades.  The helpdesk agent, ####, confirmed #####'s employee details and the issue.  However, instead of directly canceling the order, #### requested additional information via Microsoft Teams to escalate the issue to the mobile support team.  ##### expressed some surprise at this process before ending the call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 confusion over the pricing, the expectation of a free or discounted upgrade, and the process of escalating the issue to the mobile support team. 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 initial high call volume and the performance issues with the key, which were part of the context of 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 resolution within a brief length. It remains relevant to the topic, focusing on the employee's concern with the phone upgrade order and the helpdesk's response. The structure is coherent, making it easy to follow and understand the sequence of events.\n\nIn terms of accuracy, the summary correctly reflects the details from the call transcript, including the employee's confusion over pricing, the expected cost versus the actual cost, and the helpdesk agent's actions. The summary also captures the employee's surprise at the process, indicating a fair representation of the call's content.\n\nHowever, 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, but these are not crucial to the main problem and resolution discussed.\n\nOverall, the summary scores high on conciseness, relevance, coherence, accuracy, and provides a fair level of completeness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately presents the main issue (phone upgrade order cancellation)\n2. Clearly explains the pricing confusion ($67 vs $750)\n3. Includes relevant context about Verizon's free upgrade offer\n4. Accurately describes the resolution process (escalation to mobile support team via Teams)\n5. Maintains good flow and coherence\n\nHowever, there are minor areas for improvement:\n1. Could have mentioned the specific Teams information requested\n2. Could have been slightly more concise by eliminating some detail about pricing expectations\n3. Could have noted that the customer didn't know how to cancel the order themselves\n\nOverall, the summary maintains excellent accuracy, good coherence, and strong relevance while staying reasonably concise. It provides a complete picture of both the problem and the resolution process, though it could be tightened up slightly.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "bd950494-98e3-443b-be60-7683b5e4d649",
    "train_trial_index": 0,
    "predicted_text": "An employee, ##, contacted the IT helpdesk regarding an unresolved ticket (RITM 23880454) from two months prior concerning recurring access issues with ### WBS authorization.  Users were being removed from WBS access each month, requiring their access to be re-granted, causing ongoing frustration.  The initial ticket had received no response.  The helpdesk agent, ####, after confirming ##'s details, acknowledged the issue and the lack of follow-up.  Instead of directly addressing the existing ticket, the agent offered to create a new incident ticket (INC) and assign it to the appropriate support team.  They also proposed to contact ## via Teams to gather more details about the problem before escalating it.  ## expressed gratitude and agreed to communicate further via Teams.\n",
    "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>\nAn employee, ##, contacted the IT helpdesk regarding an unresolved ticket (RITM 23880454) from two months prior concerning recurring access issues with ### WBS authorization.  Users were being removed from WBS access each month, requiring their access to be re-granted, causing ongoing frustration.  The initial ticket had received no response.  The helpdesk agent, ####, after confirming ##'s details, acknowledged the issue and the lack of follow-up.  Instead of directly addressing the existing ticket, the agent offered to create a new incident ticket (INC) and assign it to the appropriate support team.  They also proposed to contact ## via Teams to gather more details about the problem before escalating it.  ## expressed gratitude and agreed to communicate further via Teams.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 unresolved ticket, the recurring access issues, and the steps the helpdesk agent plans to take. It is relevant, focusing on the main issue and the proposed resolution. The structure is clear and easy to follow, making it coherent. The information is accurate, reflecting the details from the transcript without any misleading content. However, it misses some minor details, such as the initial high call volume and the agent's difficulty hearing the caller, which could provide additional context. 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 unresolved ticket and the employee's concerns. 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 call, including the ticket number, the issue with WBS authorization, and the helpdesk agent's proposed solution. 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 proposed solution, such as the expected outcome or timeline for resolution. Additionally, some minor details, such as the employee's name and the helpdesk agent's name, are redacted or partially redacted, but this does not affect the overall quality of the summary.\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. Identifies the core issue (WBS authorization problems and monthly removal)\n2. References the specific ticket number and timeframe\n3. Accurately describes the lack of response to the original ticket\n4. Correctly outlines the agent's proposed solution (new INC ticket and Teams communication)\n5. Maintains a logical flow from problem presentation to resolution\n\nThe summary is concise yet comprehensive, avoiding unnecessary details like initial IVR prompts while including all relevant information. It accurately represents both the customer's frustration and the agent's proposed solution. The language is clear and professional, making it easy to understand the situation and outcome.\n\nMinor improvement could be made by mentioning that the original ticket was still tagged as \"open\" when checked by the agent, but this is a relatively minor detail in the overall context.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "8f614dfc-03e1-417f-8cf0-0256e9540541",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk needing help installing client software required for VPN access.  The employee experienced an error message, \"vulnerability application version detected,\" preventing installation and client work.  After confirming the employee's identity and the issue, the helpdesk agent initiated a remote session using 123rescue.com.  Despite attempts to troubleshoot, the installation remained unsuccessful.  The helpdesk agent then advised the employee to contact the client's helpdesk for support with the correct application version, as the company's IT department doesn't support client-specific software.  The ticket was temporarily closed, with instructions to call back if the client's helpdesk directed the employee to re-engage Accenture IT.\n",
    "base64_images": [],
    "stats": {
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, #### and Cherto, press 4.  You can also resolve many issues online via tech support.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 4: Hi, this is ##########, service desk, and I have your employee number.  ##########.  Thank you.  And also, please confirm your phone number.  \nSpeaker 5: Phone number, I'm going to find it. It's ################.\nSpeaker 4: Thank you.  May I confirm your personnel number?  It's ###############, am I correct?\nSpeaker 5: No, #####.\nSpeaker 4: And also, please confirm your enterprise ID.\nSpeaker 5: I don't know what my enterprise ID.  I only have that ID number and the phone number.\nSpeaker 4: OK.  Can you provide me your Accenture email?\nSpeaker 5: ###########################.\nSpeaker 4: Thank you.  So for this one, sorry, how can I help you today?\nSpeaker 5: I'm trying to.  I'm doing client work, but I'm trying to install a file, and I'm getting an error message that tells me vulnerability application version detected.  And I need to add this.  application to access the work.  I'm trying to set up a VPN so that I can do the work for this client, and it's not allowing me to do so.\nSpeaker 4: Okay.  Regarding this one, ####, I do apologize for this inconvenience, but since you've been online, I have a video concern.  And just to make sure you read it correctly, you are not able to install a specific application because you'll receive an error.  and you're not able to do the client work, am I correct?\nSpeaker 5: Okay.  Correct.\nSpeaker 4: So, regarding this mentoring, we will initiate a remote testing so that I can check further, okay?  So, for the remote testing, please open a browser and search for 123rescue.com.  Okay, your code.  is 688381.  Okay.  Please click start download and then run the file as administrator.  And also, sorry, the installer is from client, right?\nSpeaker 5: Yes.\nSpeaker 4: Give me one moment.  Okay, please click.  okay.  Okay, can you show me the file?\nSpeaker 5: And it has to be run through Edge, through Microsoft Edge.\nSpeaker 4: please click Accenture Business and then click Yes.  OK, can you check if there is a file that is currently installing?\nSpeaker 5: It's showing no progress with anything running.  I don't see anything that's running in the background.\nSpeaker 4: OK, can you check if your client works right now, if you can go through?  or if you couldn't proceed.\nSpeaker 5: Yeah, that sounds about to try.  And that's what I... No, it's not.  It's not installing the program.\nSpeaker 4: Okay.  Okay, the program is not installed, right?\nSpeaker 5: Yeah.\nSpeaker 4: We'll try again.  Okay, regarding this one, sorry, since there is no installation in the background, please try to reach out first the client helpdesk.  regarding this one, okay?  Because we are not supporting this application.  You need to double-check first with the client for the correct application that you need to install, okay?  And if the client ask you to reach us back just give us a call back so that we can reopen your ticket within the submitted two hours, okay?\nSpeaker 5: All right, no problem.\nSpeaker 4: Okay, so regarding this one, ####, I will temporarily close your ticket and you will receive a survey by email and your feedback is highly appreciated.  And if ever that the client has advised you to reach us back, give us a call back so that we can reopen your ticket, okay?  Thank you and bye for now.  No problem.\nSpeaker 5: Thank you.\n</call_transcript>\n<summary>\nAn Accenture employee called the IT helpdesk needing help installing client software required for VPN access.  The employee experienced an error message, \"vulnerability application version detected,\" preventing installation and client work.  After confirming the employee's identity and the issue, the helpdesk agent initiated a remote session using 123rescue.com.  Despite attempts to troubleshoot, the installation remained unsuccessful.  The helpdesk agent then advised the employee to contact the client's helpdesk for support with the correct application version, as the company's IT department doesn't support client-specific software.  The ticket was temporarily closed, with instructions to call back if the client's helpdesk directed the employee to re-engage Accenture IT.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 software installation, the steps taken by the helpdesk agent, and the final resolution. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the key details from the transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial steps of identity verification 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 installing client software and the helpdesk agent's attempts to troubleshoot. 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, ensuring accuracy. Lastly, the summary provides a fair description of the main problem and resolution, covering the key points of the conversation, which indicates completeness. Overall, the summary meets all the criteria for a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Accurately identifies the core issue (client software installation problem for VPN access)\n2. Includes the specific error message\n3. Documents the troubleshooting steps taken (remote session)\n4. Correctly states the resolution (referral to client helpdesk)\n5. Mentions the next steps and ticket status\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution. It's coherent and easy to follow, avoiding unnecessary technical jargon or irrelevant details from the identity verification process while still mentioning it occurred. The information is accurate to the transcript, and no key details are misrepresented. The resolution and follow-up instructions are clearly stated.\n\nThe only minor improvement could be mentioning that the installation attempt was specifically through Microsoft Edge, but this detail isn't crucial to understanding the interaction's core elements.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "301d8eac-30d1-4ace-9fe8-8ed046cc4cf7",
    "train_trial_index": 0,
    "predicted_text": "The caller, #####, contacted Accenture IT support because they changed their mobile phone and needed to re-establish two-factor authentication for their Accenture account. The support agent, ######, guided them to mypasswordless.accenture.com to reset the authentication.  However, ##### struggled to navigate the website and understand the agent's instructions.  They were unable to use their old phone for verification.  While the laptop login used a PIN, this option wasn't available on the website.  Ultimately, the agent determined a temporary access pass was needed, but couldn't be generated on the weekend.  ##### requested a callback on Monday with a Spanish-speaking agent to assist further, as they were helping their mother who doesn't speak English. The agent agreed and ended the call.\n",
    "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: Para soporte de acceso y contrase\u00f1a, presione cero.  Para soporte de aplicaciones, technology, telecom, y dispositivos m\u00f3viles, presione... Para el soporte de aplicaciones tecnol\u00f3gicas y empresariales, incluidas las telecomunicaciones, pulse uno.  Y para ADT, PPM, y... Para restablecer la contrase\u00f1a de Enterprise, presione uno.  Para telecomunicaciones y otras technology and business application support, presione dos.\nSpeaker 2: Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us.\nSpeaker 3: Thank you for calling CIO, this is ###### speaking.  May I have your Accenture Enterprise ID?\nSpeaker 4: Okay, one minute.\nSpeaker 3: Yes?\nSpeaker 4: One second.  Okay.  #############.\nSpeaker 3: I'm sorry, can you come again?\nSpeaker 4: ###############.\nSpeaker 3: All right, just a moment, let me quickly check with this.  Okay, may I confirm your first name and last name?\nSpeaker 4: #####.\nSpeaker 3: Hello, #####.  How may I assist you today?\nSpeaker 4: One second.  I changed my mobile phone and I need to...\nSpeaker 4: I need access at... by the app authentication again.\nSpeaker 3: Okay, I understand.  Let me assist you with this, #####.  So, are you able to access your Accenture laptop right now?\nSpeaker 4: Yes, but I have to, it's on.  Yes.\nSpeaker 3: Okay, open up a web browser.  I have access to my laptop.  Okay, open a web browser on your laptop.\nSpeaker 4: I don't understand what you are saying.  Sorry.\nSpeaker 3: Open Google Chrome or Edge on your laptop.\nSpeaker 4: Okay, Google Chrome.\nSpeaker 3: Okay.\nSpeaker 3: In Google Chrome, go to mypasswordless.accenture.com\nSpeaker 4: Password.accenture.com\nSpeaker 3: Passwordless.accenture.com\nSpeaker 4: One second, one moment.\nSpeaker 4: Okay, one question.\nSpeaker 3: Yes.\nSpeaker 4: The thing is that I changed my phone, okay?  for the authentication app in my phone.\nSpeaker 3: Yes, I understand.  And I am helping you with that itself.  Okay, okay.\nSpeaker 4: So my password, I think I read wrong, sorry.  My password.  I'm looking for that page.  One second.\nSpeaker 3: Okay.\nSpeaker 4: Mypassword.accenture.com.\nSpeaker 3: #####, listen carefully.  It is mypasswordless.accenture.com.  Okay, one second.  It's charging.\nSpeaker 4: Okay, so it put a number here.\nSpeaker 3: Underneath that number, do you see anything like I cannot use my Authenticate app or something like other ways to sign in?\nSpeaker 4: Click on that.  Okay, so it says verify your identity.  Use a verification code or the other one.\nSpeaker 3: What options do you have over here?\nSpeaker 4: I have one that puts, use a verification code or approve a solicitation in my app, Microsoft Authentication.  Is that one right?\nSpeaker 3: No, you do not have access to your old device, correct?  So you will not be able to approve the authentication request.  Okay, okay, that's true.\nSpeaker 4: So the other option.\nSpeaker 3: Yes, so you have this option to use pin biometrics like face fingerprint something like that.  Do you have that?\nSpeaker 4: Can you repeat please?\nSpeaker 3: #####, I believe you are on a Windows laptop, correct?  It's an Accenture Windows laptop.  What method do you use to sign in to your Accenture laptop itself?\nSpeaker 4: What method?\nSpeaker 3: Password, PIN, face, fingerprint.\nSpeaker 4: Okay, one second, I'm asking.  \u00bfQu\u00e9 utiliza para abrir este ordenador?  \u00bfUn c\u00f3digo, una contrase\u00f1a?\nSpeaker 5: \u00bfUn PIN?  \u00bfUn c\u00f3digo PIN?\nSpeaker 4: Un PIN, a PIN.\nSpeaker 3: Okay, so on your...\nSpeaker 4: To open that laptop, we use a PIN.\nSpeaker 3: Okay, so on this website, use the same to get it, to get and sign into your account.  You should have that option then.\nSpeaker 4: I'm right now, sorry for this mess, okay?  I'm right now in the page that you told me, okay?  So now it says, verify your identity.  Verify code or approve authorization in my app because of authentication.  Which one do I have to put to use?\nSpeaker 3: Yes.  So among them, is there anything that states pin, face, fingerprint, like that?  No.  Okay.  Then you cannot sign into your Accenture email.  So to assist you with this, we will need a temporary access pass.  Unfortunately, as this is a weekend, we do not have any member from our Level 2 team to help with the temporary access pass generation.  Okay.  I will request you to call us back at a later date.  If possible, we can also provide you a call back.  So kindly help me with your mobile phone number.\nSpeaker 4: Yes, but we would love to have a Spanish speaker because my mom doesn't speak English.  So your colleagues later tell us that she was going to put us with a Spanish speaker, but it doesn't happen.  It will come back to you.  So I give you my phone, my mom #####'s phone, We can call back in Monday, but we will need a Spanish speaker if that is possible, because it's easier.\nSpeaker 3: I understand.  It might be so that the language support team is not available right now.  Hence, you are not able to contact them, but they should be available.\nSpeaker 4: Maybe on Monday.  Okay, on Monday, a Spanish speaker will be available, right?\nSpeaker 3: Yes, they should be available.\nSpeaker 4: Okay, perfect.  Well, so thank you so much.\nSpeaker 3: No problem.  Thank you for calling CIO.  Have a wonderful day.  Thank you.\n</call_transcript>\n<summary>\nThe caller, #####, contacted Accenture IT support because they changed their mobile phone and needed to re-establish two-factor authentication for their Accenture account. The support agent, ######, guided them to mypasswordless.accenture.com to reset the authentication.  However, ##### struggled to navigate the website and understand the agent's instructions.  They were unable to use their old phone for verification.  While the laptop login used a PIN, this option wasn't available on the website.  Ultimately, the agent determined a temporary access pass was needed, but couldn't be generated on the weekend.  ##### requested a callback on Monday with a Spanish-speaking agent to assist further, as they were helping their mother who doesn't speak English. The agent agreed and ended the call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 caller's issue with two-factor authentication, the steps taken by the support agent, and the final resolution. It is relevant, focusing on the main topic of the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the key details from the transcript without any false or misleading information. However, it misses some minor details, such as the specific difficulties the caller had with the website and the exact nature of the temporary access pass issue. 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 caller's issue with two-factor authentication and the support 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 represents the information from the call transcript, including the caller's struggle to navigate the website, the unavailability of the PIN option, and the need for a temporary access pass that couldn't be generated on the weekend. It also accurately notes the caller's request for a Spanish-speaking agent for a callback on Monday.\n\nThe summary is complete, covering the main problems and the resolution proposed by the support agent. It does not omit any crucial details necessary for understanding the call's outcome.\n\nGiven these observations, the summary scores high on all evaluation criteria.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (phone change affecting authentication)\n2. Accurately describes the attempted solution (mypasswordless.accenture.com)\n3. Captures the communication challenges and language barrier\n4. Correctly explains why the issue couldn't be resolved (weekend timing, need for Level 2 support)\n5. Accurately describes the final resolution (callback arrangement for Monday with Spanish speaker)\n\nThe summary is concise yet comprehensive, maintaining a logical flow of events. It includes relevant context about the mother's language needs, which is important for understanding the interaction. The information is accurate and doesn't misrepresent any facts from the transcript. The only minor improvement could be mentioning that the caller was initially trying to access a specific app (mentioned briefly in the transcript), but this detail isn't crucial to understanding the core issue and resolution.",
        "claude_score": 9.0
      }
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    "predicted_text": "An Accenture employee, ####, contacted the IT helpdesk regarding a broken link on the My Holdings page, specifically the link to their brokerage account (###).  The helpdesk agent, after initial troubleshooting and requesting screenshots, determined the issue was related to the brokerage platform itself, not Accenture's internal systems.  The agent provided #### with the direct contact number for ### support and closed the ticket, advising #### to reopen it if the issue persisted after contacting the brokerage.\n",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 1.  Please enter your 8-digit personnel number.\nSpeaker 2: They are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold if you would prefer.\nSpeaker 3: Hi, this is #### from CIO.  Can you please provide your personnel number?  ##########.  Okay, let me just check your account first here on my end.  Wait a sec.  Okay, how about your EID or Accenture email?\nSpeaker 4: ################################.\nSpeaker 3: And then your callback number?  ############.  Okay.  Thank you so much for those information.  So how can I help you today?\nSpeaker 4: This is not a big thing, but when I go on to the My Holdings, and it takes you to the landing page for, you know, employee stock purchase plan, There's a click button to the brokers.  For example, the one I have is ###, and usually I was able to click on that and it took me straight to the ### one-source landing page.  That thing seems to be broken.  That link is broken.\nSpeaker 3: Okay.  For this one, I'm very sorry for the inconvenience, but since you got me on the line, I'll try my best to help you with this one, okay?\nSpeaker 4: Okay.\nSpeaker 3: Okay, but for this one, #######, can I check this one first here on my end?  And while checking this one, can I put this call on hold for two minutes?  Let me just confirm the page as well, okay?  Yeah.  Okay.  Yeah, okay.  Thank you.  Hi, #######.  Thank you for patiently waiting.\nSpeaker 4: Yep.\nSpeaker 3: Yep.  #######, for this one, can you send a screenshot as well to me, the error message?  I'll be pinging you on Microsoft Teams.\nSpeaker 4: Okay.  Can you just reach out to me?  I'm trying to type with somebody else right now.  Can I do that?  Yeah, I mean ...Ping me on Teams, and I'll come back to you with a screenshot in a little bit, okay?\nSpeaker 3: Okay.  Okay, I already pinged you as well.  So for this one, to further access this site as well, can you clear the cache and browser of the browser as well, and then can you try to access it?\nSpeaker 4: Okay.\nSpeaker 3: But once it will not work, I'll be needing to assign this to the MyHolding support team so that they can further check.\nSpeaker 4: Okay.\nSpeaker 3: Okay, okay, so what is that now?  I think I'll be waiting for your ping as well.  All right, hold on for me.  Just do this.\nSpeaker 4: I will do this.  Hold on, hold on.\nSpeaker 3: Okay, sorry for that.\nSpeaker 4: All right, and I go in here.  Yes.\nSpeaker 3: Okay.\nSpeaker 4: Hold on.  Okay, hold on how do you ## ###?\nSpeaker 3: Yeah, that's me.\nSpeaker 4: Okay, I'm sending it now.  You get it?\nSpeaker 3: Yeah, I get it, but can you resend it?  I cannot see the file.\nSpeaker 4: Well, there's no file.  It's a screen.  I'm showing you...\nSpeaker 3: All right, hold on.  All right, hold on.\nSpeaker 4: All right, so let's go here.  So I'm going to show you the screen.  Well, I'm not going to show you the whole screen, so... All right, so when you go to My Holdings... Oops.\nSpeaker 3: I mean the picture that you sent me.  I can check.  Okay, I get it.  I can see it now.\nSpeaker 4: Okay, so what I'm going to send you now is on the My Holdings, there's this link that says to ###.  So I'm going to share.  This is before you get to that.  And before I used to be able to click on that.  And it would then take me.  it would then take me to the one which no longer, the link is broken.\nSpeaker 3: Okay.\nSpeaker 4: Go ahead.\nSpeaker 3: For this one, #######, since the page that you are talking about is the ### as well, so we have a support team of the ### as well with me.  I can provide you the phone number as well so that you can check this one with them, okay?  Can I provide the phone number?  Okay, it's ###.\nSpeaker 4: So I have to call ###.  is what you're saying?\nSpeaker 3: Yeah, you need to reach out to them first, okay?  Okay, I'll be repeating it.  It's ###.  Yep.  ###.  Mm-hmm.  ####.\nSpeaker 4: Okay, great.  I'll do that.  Okay?\nSpeaker 3: Okay.  All right, thanks.  Thank you so much again, #######.  And for this one, since no further actions are on my end as well, I'll be now just tagging your ticket here to solve, and upon the resolution of the ticket, you may receive a survey via email, and your feedback is highly appreciated.  No worries on this one.  We can reopen the ticket once.  you cannot help me with this one, okay?\nSpeaker 4: Okay.  Very good.  Thank you.\nSpeaker 3: Okay.  Thank you so much as well, and have a wonderful day.  Bye.  Bye.\nSpeaker 4: You too.\n</call_transcript>\n<summary>\nAn Accenture employee, ####, contacted the IT helpdesk regarding a broken link on the My Holdings page, specifically the link to their brokerage account (###).  The helpdesk agent, after initial troubleshooting and requesting screenshots, determined the issue was related to the brokerage platform itself, not Accenture's internal systems.  The agent provided #### with the direct contact number for ### support and closed the ticket, advising #### to reopen it if the issue persisted after contacting the brokerage.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the broken link on the My Holdings page 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 troubleshooting steps and the final resolution provided by the agent. However, the summary could be slightly more complete by mentioning the agent's suggestion to clear the browser cache and the initial hold period. 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 issue and resolution within a brief length. It remains relevant to the topic, focusing on the broken link and the steps taken to address it. The structure is coherent, making it easy to follow and understand. The information presented is accurate, reflecting the details from the call transcript without introducing false or misleading information. The summary also provides a fair description of the main problem and resolution, covering the key points discussed during the call. However, some minor details, such as the initial troubleshooting steps and the exact process of sending screenshots, are omitted for the sake of brevity, which is acceptable given the summary's purpose.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Correctly identifies the main issue (broken link on My Holdings page to ### brokerage)\n2. Accurately describes the progression of the interaction (initial troubleshooting, screenshot request)\n3. Properly states the resolution (providing ### direct contact number)\n4. Includes the important follow-up detail about ability to reopen ticket if needed\n\nThe summary is concise yet complete, avoiding unnecessary details while maintaining all crucial information. It's coherent, presenting the information in a logical sequence from problem to resolution. The information is accurate, with no misrepresentations of the conversation. The only minor improvement could be mentioning that the agent suggested clearing browser cache as an initial troubleshooting step, though this wasn't crucial to the final resolution.\n\nThe summary successfully balances brevity with informativeness, making it highly effective for documentation purposes.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "0ae869b1-9ff0-4036-85cd-c8c989c00286",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee, ####, called the IT helpdesk locked out of their account.  Facial recognition login failed, prompting for a PIN which the employee didn't have set up.  The helpdesk agent, ####, initially guided the employee through a password reset via myid.accenture.com.  However, during the process, the employee's computer unexpectedly logged in.  The agent then attempted to help the employee set up a PIN, but encountered issues.  Ultimately, the agent initiated a remote session via Microsoft Teams to resolve the PIN setup problem and ended the call.\n",
    "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>\nAn Accenture employee, ####, called the IT helpdesk locked out of their account.  Facial recognition login failed, prompting for a PIN which the employee didn't have set up.  The helpdesk agent, ####, initially guided the employee through a password reset via myid.accenture.com.  However, during the process, the employee's computer unexpectedly logged in.  The agent then attempted to help the employee set up a PIN, but encountered issues.  Ultimately, the agent initiated a remote session via Microsoft Teams to resolve the PIN setup problem and ended the call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with account access, the steps taken by the helpdesk agent, and the resolution via a remote session. The information is relevant and focuses on the main topic of the call. The structure and flow are clear, making it easy to understand. The summary is factually accurate, capturing the key events without introducing any false or misleading information. However, it could be slightly more complete by mentioning the specific error message (\"your PIN is required to sign in\") and the initial troubleshooting steps (checking account details and internet connection). 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 issue and the helpdesk agent's attempts to resolve it. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly represents the events and issues discussed in the call transcript, including the unexpected login and the decision to initiate a remote session via Microsoft Teams. The summary also captures the main problem (account lockout and PIN setup issue) and the resolution approach (password reset and remote session for PIN setup), showing a good level of completeness.\n\nHowever, some minor details, such as the initial automated messages about performance issues with MyT and the Gone Phishing page, are not included in the summary. Despite this, the summary effectively conveys the essential information and steps taken during the call.\n\nGiven these considerations, the summary scores well across the criteria of conciseness, relevance, coherence, accuracy, and completeness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (account lockout, facial recognition failure, PIN problems)\n2. Maintains chronological flow of events (initial problem \u2192 password reset attempt \u2192 unexpected login \u2192 PIN setup attempt \u2192 remote session)\n3. Concisely presents information without unnecessary details\n4. Includes relevant context (employee's company, helpdesk interaction)\n5. Accurately describes the resolution method (remote session)\n\nMinor improvements could include:\n- Mentioning that the employee also couldn't remember their password\n- Noting that internet connectivity might have been an initial issue\n- Including that communication would continue through chat during remote session\n\nHowever, these are secondary details, and their omission doesn't significantly impact the summary's quality. The summary successfully balances brevity with comprehensive coverage of the main points while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "34f34b0b-f74f-435e-8447-816d6061f9d7",
    "train_trial_index": 0,
    "predicted_text": "A new Accenture employee (ID redacted) called the IT helpdesk on their start date, unable to log in to login.microsoftonline.com.  They received a \"timed out\" error message despite repeated attempts.  The helpdesk agent confirmed the employee's details and placed them on hold to investigate. Upon returning, the agent explained that new accounts often require 24 hours to be fully provisioned for access to Accenture systems.  They advised the employee to contact their HR partner or team lead for further assistance and next steps. The call concluded with the agent confirming the resolution and requesting feedback via an upcoming survey.\n",
    "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>\nA new Accenture employee (ID redacted) called the IT helpdesk on their start date, unable to log in to login.microsoftonline.com.  They received a \"timed out\" error message despite repeated attempts.  The helpdesk agent confirmed the employee's details and placed them on hold to investigate. Upon returning, the agent explained that new accounts often require 24 hours to be fully provisioned for access to Accenture systems.  They advised the employee to contact their HR partner or team lead for further assistance and next steps. The call concluded with the agent confirming the resolution and requesting feedback via an upcoming survey.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any 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 without unnecessary details. It captures the key issue (login problem), the steps taken by the helpdesk agent (confirming details, placing on hold, explaining the 24-hour provisioning period), and the resolution (advising to contact HR or team lead). 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 accurate, reflecting the details of the call transcript without any false or misleading information. However, it misses a minor detail about the agent's apology for the inconvenience, which could have added a bit more completeness. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with logging in to login.microsoftonline.com and the resolution provided by the helpdesk agent. The summary has a clear structure, starting with the problem, then the investigation, and finally the resolution, making it coherent and easy to follow. The information presented is accurate, matching the details provided in the call transcript. The summary also provides a fair description of the main problem and resolution, making it complete. The only potential improvement could be adding more specific details about the error message, but overall, the summary is well-written and effectively conveys the necessary information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Conciseness: Presents essential information without unnecessary details, maintaining brevity while covering key points\n2. Relevance: Focuses on the core issue (login problem) and its resolution\n3. Coherence: Well-structured narrative that flows logically from problem identification to resolution\n4. Accuracy: Correctly represents the conversation, including the specific website (login.microsoftonline.com), the error message, and the 24-hour provisioning requirement\n5. Completeness: Includes all crucial elements - initial problem, verification process, solution provided, and next steps\n\nThe summary successfully captures the context (new employee on first day), the specific technical issue, the agent's investigation process, and the resolution provided. It also mentions the follow-up survey, which was part of the call conclusion. The only minor detail that could have been included was the initial IVR menu options, but these weren't crucial to the main interaction.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "25e0ee10-8e6c-4b90-95d3-f07b7d791b64",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee contacted the IT Service Desk because they were locked out of all Accenture systems, including email, Teams, and Workday, on both their laptop and phone.  This occurred after following instructions from a previous IT support agent to delete their old enterprise ID from the Microsoft Authenticator app during a name change process.  The employee's People Lead had apparently approved an identity verification email earlier that morning.  The current agent attempted to generate a temporary access pass for the employee to enable phone sign-in, but the attempt failed due to the account being temporarily locked. The employee was advised to wait 30 minutes and then try generating a temporary access pass themselves via mypasswordless.accenture.com, or call back if still unable to access their account.  The employee expressed concern about being unable to access the website due to password requirements, but the agent insisted on the 30-minute wait.\n",
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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>\nAn Accenture employee contacted the IT Service Desk because they were locked out of all Accenture systems, including email, Teams, and Workday, on both their laptop and phone.  This occurred after following instructions from a previous IT support agent to delete their old enterprise ID from the Microsoft Authenticator app during a name change process.  The employee's People Lead had apparently approved an identity verification email earlier that morning.  The current agent attempted to generate a temporary access pass for the employee to enable phone sign-in, but the attempt failed due to the account being temporarily locked. The employee was advised to wait 30 minutes and then try generating a temporary access pass themselves via mypasswordless.accenture.com, or call back if still unable to access their account.  The employee expressed concern about being unable to access the website due to password requirements, but the agent insisted on the 30-minute wait.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with being locked out of Accenture systems and the steps taken by the IT agent. The relevance is high as it focuses on the key aspects of the call. The coherence is good, with a clear structure and logical flow of ideas. The accuracy is mostly correct, but there is a minor error: the summary states that the employee was advised to generate a temporary access pass themselves, which is not entirely accurate as the agent mentioned the employee should call back if still unable to access their account. The completeness is fair, covering the main problems and attempted resolutions, but it could have included the specific error message received by the employee for better 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 issue with being locked out of Accenture systems and the steps taken to resolve it. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the cause of the issue, the attempt to generate a temporary access pass, and the advice given to the employee. The summary also captures the main concerns and the proposed resolution, making it complete.\n\nHowever, the summary could be improved slightly by including more specific details about the initial cause of the lockout (the name change process and the deletion of the old enterprise ID from the Microsoft Authenticator app) and the employee's concern about accessing the website due to password requirements. 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 and detail specificity.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (complete lockout after Authenticator app changes)\n2. Provides important context (name change process, People Lead verification)\n3. Accurately describes the attempted solution (temporary access pass)\n4. Includes the final resolution/next steps (30-minute wait requirement)\n\nThe summary is well-structured, flowing logically from problem to attempted solution to next steps. It maintains relevance throughout, avoiding unnecessary details while including critical information. It accurately represents both the technical issue and the user's frustration/concerns.\n\nMinor improvements could include:\n- Mentioning that this was a recurring issue (user mentioned it happened \"2-3 times yesterday\")\n- Including the specific error message received\n- Being more explicit about the circular problem (can't access passwordless site without password)\n\nDespite these small omissions, the summary effectively balances conciseness with completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "40dc7ee7-91ae-485c-9c21-91b2b591fe32",
    "train_trial_index": 0,
    "predicted_text": "The employee, ######, called the IT helpdesk locked out of OneNote, Microsoft Teams, and likely other Microsoft applications due to an Adobe Creative Cloud compliance issue.  Unable to provide their personnel ID, they verified their identity using their eID. The helpdesk agent confirmed the account was under conditional access due to the compliance issue.  The agent initiated a remote session via 123rescue.com with code 100586 to allow a technician to remediate the issue directly on the employee's machine.\n",
    "base64_images": [],
    "stats": {
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      "call_summarization_score": 0.8518518518518517
    },
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, press 0.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.\nSpeaker 3: If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.\nSpeaker 2: If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.  To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.\nSpeaker 3: If you are passwordless, press 1 to speak to a live agent or use the site.\nSpeaker 4: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 5: The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 4: All agents are currently assisting other ca-.\nSpeaker 6: Hi, this is ######.  May I have your personal number, please?\nSpeaker 7: My personnel number or my cell phone number?\nSpeaker 6: Yeah, personal number or your ID number.\nSpeaker 7: I don't know what it is because I have it saved in my OneNote and I'm locked out of my OneNote right now.\nSpeaker 6: Okay, it's okay.  Let me have your eID instead.  Can you please spell it out for me so I can pull up your account here in my end?\nSpeaker 7: Yes.  It's ################, #############, period, #, as in #####, period, #########.\nSpeaker 6: ###########.\nSpeaker 7: #########, yeah, that's the last chunk of it.  Do you want me to repeat the whole thing?\nSpeaker 6: Yeah, sure.\nSpeaker 7: #############, period, #, period, #########.\nSpeaker 6: #########.\nSpeaker 7: Yeah.\nSpeaker 6: Thank you so much, #######.  Did I pronounce your name right?\nSpeaker 7: Yes.\nSpeaker 6: Okay, yeah.  Let me try and pull up your account here in my end, #######, while waiting.  May I have also your callback number?\nSpeaker 7: Yes, ############.\nSpeaker 6: Thank you.  Okay, I'm still trying to pull up your account here in my end, #######, while waiting.  How may I help you today?\nSpeaker 7: So I'm pretty sure this is ... like I'm locked out of my Microsoft Teams and my OneNote application, and I'm pretty sure it's because my Creative Cloud, like the Adobe stuff, I think it was...out of compliance, I needed to, so I did the update this morning, so all of my Creative Cloud apps are updated now, but for some reason I think I'm already locked out.\nSpeaker 6: Okay, just to confirm, you are locked out due to compliance, correct?  Yeah.  Okay.\nSpeaker 7: Yeah.\nSpeaker 6: I'm able to come to my email, but... Okay, go on.\nSpeaker 7: Sorry, I was able to get into my email, but, like, Microsoft Teams has the little pop-up, and it says the, like, single sign-on, you cannot access this right now.\nSpeaker 6: Okay.  Hi, I do my best to help you with that, #######.  For this one, let me go ahead and check my resources here on my end and further investigate your machine and also your account.  I'll be back for an update.  Can it be second hold for one to two minutes?  Is that okay for you?  Yep.\nSpeaker 7: Yep, that's fine.\nSpeaker 5: Thank you so much.\nSpeaker 6: Hello, #######.  Hello.  Yeah, thank you so much for patiently waiting on the audio line, #######.  Yes, we're checking your account is under compliance and under SOFTA, so I mean, under conditional access.  So what we'll do here now is that I will ping one of our available technicians here in my end, if there's an available technician, to remediate your machine, okay?  Okay.  Okay, yeah, let's go ahead and do that.  I'm still preparing your ticket here and will ping them if they're available technicians.  So can I please hold again for one to two minutes?  I'll be back for an update.  Thank you.  Thank you.  Hello, #######?  Hi.  Hi, thank you so much for patiently waiting on the other line.  I do have, you know, an available technician to remediate their machine.  So let's have a remote session so I can transfer the remote to them.  Can you just go to any browser, #######, and type 123rescue.com.  And tell me if it's asking a code.  123rescue.com.\nSpeaker 7: Wait, I have to go to 123rescue.com?\nSpeaker 6: Yeah, on your browser.  Any browser will do.  Okay.  Okay.  So the code is 100.\nSpeaker 7: Oh, wait, is it like, it's called like Plesk?\nSpeaker 6: 123rescue.com.  Okay, 123rescue.com.\nSpeaker 7: Oh, yeah, I went to the wrong one.  Okay, sorry.  Can you say that?  I see a little thing to put your pin in now.\nSpeaker 6: Okay, the code is 100586.  1-0-0-5-8-6 and then download.  Okay.  Okay, and then go to your download folder and open the file.\nSpeaker 7: Okay, I see a little pop-up, support, login, eRescue is an app downloaded from the internet.  Are you sure you want to open it?  Okay, I'll open it.  Okay, so it's waiting for a technician.\nSpeaker 6: Okay.  You can just click OK.  OK.  OK.  So I will now transfer this remote session to an available technician.  OK.  Okay.  So, yeah, just wait for the technician to remote your end.  Just stay in the remote session, okay?\nSpeaker 7: Okay.\nSpeaker 6: Okay.  Yeah, thank you so much.  #######, have a nice day.  Bye.  Stay safe.\nSpeaker 7: Thank you.  You too.\nSpeaker 6: Bye-bye.\n</call_transcript>\n<summary>\nThe employee, ######, called the IT helpdesk locked out of OneNote, Microsoft Teams, and likely other Microsoft applications due to an Adobe Creative Cloud compliance issue.  Unable to provide their personnel ID, they verified their identity using their eID. The helpdesk agent confirmed the account was under conditional access due to the compliance issue.  The agent initiated a remote session via 123rescue.com with code 100586 to allow a technician to remediate the issue directly on the employee's machine.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with being locked out of applications due to a compliance issue 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 is high, as the details provided match the call transcript. However, the summary could be slightly more complete by mentioning the employee's callback number and the multiple holds during the call. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue and the helpdesk agent's resolution. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly identifies the employee's problem (being locked out of Microsoft applications due to an Adobe Creative Cloud compliance issue) and the steps taken by the helpdesk agent to resolve the issue (initiating a remote session for a technician to remediate the problem). \n\nHowever, the summary could be considered slightly incomplete as it does not mention the initial automated messages and the employee's inability to access their personnel number, but these are minor details that do not significantly impact the understanding of the main issue and its resolution.\n\nOverall, the summary effectively captures the essence of the call transcript, providing a clear and accurate overview of the problem and the steps taken to resolve it.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (lockout due to Adobe Creative Cloud compliance)\n2. Notes the affected applications (OneNote, Teams)\n3. Mentions the identity verification process\n4. Describes the resolution steps (remote session setup)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining relevance. It follows a logical flow from problem identification to resolution steps. The information presented is accurate and matches the transcript.\n\nMinor improvements could include:\n- Mentioning that the user could still access email\n- Including that the issue was being transferred to a specialized technician\n- Noting that the compliance issue was specifically related to SOFTA\n\nOverall, the summary provides a clear picture of the interaction while maintaining brevity and accuracy, though it misses some minor details that could provide additional context.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "320c3e4a-8765-4b29-ad4d-af0965bb8461",
    "train_trial_index": 0,
    "predicted_text": "#### called the IT helpdesk after transferring back from AFS to LLP.  Although he had his new LLP laptop, he couldn't access Outlook, OneDrive, or Microsoft 365.  A test email sent to his Accenture address bounced back. The IT agent, ####, confirmed his license was enabled and initiated a remote session to troubleshoot.  #### could access his old Accenture emails via the web but wasn't receiving new emails.  The agent sent a test email which #### received.  However, #### explained he needed onboarding emails from his manager, who was unavailable.  The agent suggested #### notify his manager.  The underlying issue of email delivery remained unresolved.\n",
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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#### called the IT helpdesk after transferring back from AFS to LLP.  Although he had his new LLP laptop, he couldn't access Outlook, OneDrive, or Microsoft 365.  A test email sent to his Accenture address bounced back. The IT agent, ####, confirmed his license was enabled and initiated a remote session to troubleshoot.  #### could access his old Accenture emails via the web but wasn't receiving new emails.  The agent sent a test email which #### received.  However, #### explained he needed onboarding emails from his manager, who was unavailable.  The agent suggested #### notify his manager.  The underlying issue of email delivery remained unresolved.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 inability to access Outlook, OneDrive, and Microsoft 365 after transferring back to LLP, and the troubleshooting steps taken by the IT agent. It is relevant and focuses on the key issues discussed in 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 specific troubleshooting steps like accessing 123rescue.com or the detailed conversation about the email issues. Additionally, the summary states that the test email was received, but the transcript indicates ongoing issues with receiving new emails. Overall, the summary is fairly complete but could be more precise and detailed.",
        "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 caller's issue with accessing Outlook, OneDrive, and Microsoft 365 after transferring back to LLP. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the steps taken by the IT agent to troubleshoot the issue and the unresolved problem of email delivery. The summary also captures the main concerns and the attempted resolutions, making it complete.\n\nHowever, the summary could be improved by explicitly stating the final resolution or next steps agreed upon by the caller and the IT agent, but given the context, it seems that the issue remained unresolved at the end of the call.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: User's transfer from AFS to LLP and associated access issues\n2. Main problem: Unable to access Outlook, OneDrive, Microsoft 365\n3. Troubleshooting steps: License verification and remote session\n4. Current status: Can access old emails but not new ones\n5. Attempted resolution: Test email from agent\n\nThe summary is concise while maintaining essential details and follows a logical flow. It accurately represents the conversation without misrepresenting facts. However, there are two minor issues:\n1. It doesn't mention that the manager tried sending to both Accenture and AFS emails as a workaround\n2. It could have clarified that while the test email from the agent worked, the broader email delivery problem persisted\n\nDespite these small omissions, the summary provides a clear picture of the situation, the attempted solutions, and the unresolved status at the end of the call.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "b21c859f-1363-4433-9c5f-57eba7928c8c",
    "train_trial_index": 0,
    "predicted_text": "###### called the VA Service Desk requesting an international phone plan for an upcoming work trip to ######, #####.  After confirming ######'s employee ID and contact information, the service desk agent placed ###### on hold to consult with support.  Upon returning, the agent gathered additional information, including ######'s phone carrier (AT&T), phone serial number, phone model (iPhone 14 Pro), and confirmed the phone number.  The agent created an incident ticket and assured ###### it would be escalated for urgent handling due to the impending trip. The ticket number would be emailed to ######. The agent did not provide a timeframe for the request completion, stating the support team handling the ticket would be responsible for further assistance.\n",
    "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, 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###### called the VA Service Desk requesting an international phone plan for an upcoming work trip to ######, #####.  After confirming ######'s employee ID and contact information, the service desk agent placed ###### on hold to consult with support.  Upon returning, the agent gathered additional information, including ######'s phone carrier (AT&T), phone serial number, phone model (iPhone 14 Pro), and confirmed the phone number.  The agent created an incident ticket and assured ###### it would be escalated for urgent handling due to the impending trip. The ticket number would be emailed to ######. The agent did not provide a timeframe for the request completion, stating the support team handling the ticket would be responsible for further assistance.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 request for an international phone plan, the confirmation of personal details, and the creation of an incident ticket. The information presented is relevant to the main topic and excludes unnecessary 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 false or misleading information. However, it misses some minor details, such as the agent's assurance to mark the ticket as urgent and the user's request to email the ticket number due to not being able to write it down. Overall, the summary 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 caller's request for an international phone plan and the steps taken by the service desk agent to address this request. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary accurately reflects the information presented in the call transcript, including the caller's employee ID confirmation, phone carrier, serial number, and model. The summary also correctly states that the agent created an incident ticket and escalated it for urgent handling.\n\nThe summary is mostly complete, covering the main problems and resolutions discussed in the call transcript. However, it does not mention the initial automated messages and the performance issues with the key mentioned at the beginning of the transcript, which are not directly related to the caller's request.\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: Maintains brevity while covering essential details\n2. Relevance: Focuses on the core issue (international phone plan request) and related process\n3. Coherence: Follows a logical sequence from initial request through information gathering\n4. Accuracy: Correctly represents the conversation details, including phone model, carrier, and process\n5. Completeness: Includes both the customer's request and the service desk's response\n\nMinor improvements could include:\n- Mentioning the 10-minute hold time specifically\n- Including that the customer explicitly stated they couldn't write down the ticket number\n- Noting that the agent acknowledged they \"don't understand this\" but would do their best to help\n\nOverall, the summary captures the essential elements while maintaining clarity and accuracy, with only minor details omitted that don't significantly impact understanding of the interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "8b46594b-c0de-46f1-918c-ec69e9e213c4",
    "train_trial_index": 0,
    "predicted_text": "A new employee, ########, called the IT helpdesk on their start date (a Monday) unable to log in to https://mysinins.microsoft.com to register their MFA.  The automated system initially warned of high call volume due to \"My Key\" performance issues and a Von phishing page redirect, advising against duplicate tickets.  The CIO, ####, took the call, gathered the employee's details, and confirmed the login issue.  The employee explained their manager instructed them to have IT create a ticket requiring manager approval for a password reset. The CIO placed the employee on hold multiple times while creating the ticket and seeking information.  Finally, the CIO confirmed a request was sent to the employee's manager for approval and asked the employee to call back after receiving further information from their manager. The CIO acknowledged the employee's new joiner status as the reason for limited system information.\n",
    "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 or do not know your personnel number, press 1.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a Von Fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 3: Hi, this is the CIO.  This is ####.  May I ask for your personal number, please?\nSpeaker 4: Hey, good afternoon.  My name is ####################.  The number is # ##### #######.\nSpeaker 3: ###.  Okay.  One moment, please.  Let me just pull this up, the information.  Okay.  One second.\nSpeaker 4: All right.\nSpeaker 3: Okay.  And also, can you please confirm it to me, your enterprise ID or a censure email?\nSpeaker 4: ###############.\nSpeaker 3: Okay.  And for your callback number?  ############.\nSpeaker 4: ####.  Yes.\nSpeaker 3: Okay.  So, yeah, I would like to ask for your first name.  May I ask for your first name?\nSpeaker 4: ########.\nSpeaker 3: ########.  Okay.  All right.  Thank you for that information,########.  So, yes, how can I help you today?\nSpeaker 4: Hey, so my ID is created yesterday, okay, and I'm a new joinee.  So I'm trying to, you know, access, but it says your username or password is wrong.\nSpeaker 3: Okay.  All right.  Yeah, may I ask what you are trying to access?  What application or site you are trying to access?\nSpeaker 4: I'm basically trying to do https://mysinins.microsoft.com.  I'm trying to, you know, get access into My mobile.\nSpeaker 3: Okay.  Let me just confirm it with you, okay?  So you wanted to register your MFA app?\nSpeaker 4: That is correct.\nSpeaker 3: Okay.  So one second, please.  All right.  I would like to ask with you, do you have access on your teams right now?\nSpeaker 4: Right now, no, I don't have.\nSpeaker 3: Okay.  Okay, I get it correct now.  So, just wanted to confirm it with you, with your issue, okay?  So that I can, you know, understood correctly.  So, right now, you were trying to...\nSpeaker 4: No, basically we need to reset the password and you can submit a ticket and my manager will approve.  And once you will give the ticket number, then I will call you to reset the password.  That's what the manager told me.\nSpeaker 3: Okay, so one second please.  Just real quick.  Okay.  Yeah.  ########, is it okay if I'll be placing you on hold for at least a minute or two?  I will just get back to you right away.  Would that be okay?  All right.\nSpeaker 4: Yeah, yeah.  Absolutely.\nSpeaker 3: Thank you so much.  Please stay on the line.\nSpeaker 4: Sure.\nSpeaker 3: Yes, thank you so much for waiting on the line.  Just to give you an update right now, we are still trying to look for your information in our system and to make a ticket for you.  Because at our end, not all the applications or not all the essential links have already and access with your information.  So I would like to ask to place you again on hold for at least a minute or two so that we can process a ticket for you, okay?\nSpeaker 4: Okay, sounds good.  Thank you so much.\nSpeaker 3: Thank you.  Hello?\nSpeaker 4: Yes.\nSpeaker 3: Oh yeah, thank you for waiting on the line ########.  So for this one, I have already processed an adaptive card that has been sent to your manager.  And yeah, as you have mentioned earlier that you will going to I mean, your manager will going to ping you and your manager will provide you with some details and kindly give us a call back once your manager have approved the request, okay?  Okay.\nSpeaker 4: Sounds good.\nSpeaker 3: All right.  Yeah, before we end this call, I just wanted to make sure, when is your official start date?  Are you a new joiner?\nSpeaker 4: Monday.\nSpeaker 3: Oh, okay.  All right.  Thank you so much.  So yeah, we will be considering you as new joiners.  So that is why I cannot see so much of your information yet because you're still your new joiner.  But anyways, yeah, just wait for your manager to ping you for the information.  Okay.  And can you give us a call back?\nSpeaker 4: All right.  Sounds good.\nSpeaker 3: Thank you as well.\nSpeaker 4: Thank you so much.\nSpeaker 3: You're welcome.  Goodbye.\nSpeaker 4: Bye now.\n</call_transcript>\n<summary>\nA new employee, ########, called the IT helpdesk on their start date (a Monday) unable to log in to https://mysinins.microsoft.com to register their MFA.  The automated system initially warned of high call volume due to \"My Key\" performance issues and a Von phishing page redirect, advising against duplicate tickets.  The CIO, ####, took the call, gathered the employee's details, and confirmed the login issue.  The employee explained their manager instructed them to have IT create a ticket requiring manager approval for a password reset. The CIO placed the employee on hold multiple times while creating the ticket and seeking information.  Finally, the CIO confirmed a request was sent to the employee's manager for approval and asked the employee to call back after receiving further information from their manager. The CIO acknowledged the employee's new joiner status as the reason for limited system information.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's login issue, the high call volume warning, and the steps taken by the CIO. It is relevant, focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, correctly reflecting the details from the transcript. However, it could be slightly more complete by mentioning the specific issue with the \"My Key\" performance and the phishing page in more detail. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's login issue 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 inability to log in) and the resolution (the CIO creating a ticket and sending a request to the employee's manager for approval), making it complete. However, some minor details, such as the automated system's initial warning, could be considered less crucial to the main topic, but their inclusion 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 with good attention to detail:\n1. Accurately describes the context (new employee, start date, login issues)\n2. Includes the initial automated message about system issues\n3. Correctly outlines the interaction flow between the employee and CIO\n4. Accurately captures the resolution (ticket created, pending manager approval)\n5. Maintains chronological coherence\n\nHowever, there are a few minor issues:\n1. The summary is slightly longer than necessary - some details about the automated system warning could be condensed\n2. The reference to \"CIO\" might be incorrect - the transcript shows \"CIO\" but this likely means \"Customer Information Officer\" rather than \"Chief Information Officer\"\n3. The summary maintains good relevance but includes some non-essential details\n\nOverall, the summary achieves its main goals of conveying the important information while maintaining accuracy and coherence, with only minor areas for improvement.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "31998ae0-437f-4beb-bf5d-d29277f2b394",
    "train_trial_index": 0,
    "predicted_text": "A new intern called the IT helpdesk, unable to log into their newly received laptop.  They were attempting a self-service password reset, but the system kept locking them out, requesting further information they didn't have.  The IT agent, after obtaining the intern's employee ID, tried to assist with the password reset. However, the process required verification information such as office location and start date, which the intern didn't know.  The intern explained they were remote, working with the legal department in a different location than their current one, and lacked a specific start date or assigned unit.  Ultimately, the IT agent advised the intern to contact their HR or manager to obtain the necessary information before calling back for further assistance with the password reset.\n",
    "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, 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>\nA new intern called the IT helpdesk, unable to log into their newly received laptop.  They were attempting a self-service password reset, but the system kept locking them out, requesting further information they didn't have.  The IT agent, after obtaining the intern's employee ID, tried to assist with the password reset. However, the process required verification information such as office location and start date, which the intern didn't know.  The intern explained they were remote, working with the legal department in a different location than their current one, and lacked a specific start date or assigned unit.  Ultimately, the IT agent advised the intern to contact their HR or manager to obtain the necessary information before calling back for further assistance with the password reset.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the intern's issue with logging in, the steps taken by the IT agent, and the final advice given. It is relevant, focusing on the main topic of the password reset issue. The summary is coherent, with a clear structure and logical flow of ideas. It accurately reflects the content of the call transcript without introducing any false or misleading information. However, it misses some minor details, such as the intern's frustration with repeated questions and the specific mention of the intern's remote status and the legal department. 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 intern's issue with logging into their laptop and the IT agent's attempts to assist with the password reset. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary accurately reflects the information presented in the call transcript, with no apparent false or misleading information. The summary also provides a fair description of the main problems and resolutions, highlighting the intern's lack of necessary information and the IT agent's advice to contact HR or their manager.\n\nThe only potential improvement could be adding more specific details about the verification process, but overall, the summary effectively captures the essence of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the caller as a new intern with laptop access issues\n2. Accurately describes the password reset problem and system lockout\n3. Clearly explains the verification challenges faced\n4. Correctly captures the remote work situation and legal department connection\n5. Accurately presents the resolution (getting information from HR/manager)\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to attempted solution to final recommendation. It's coherent and easy to follow, with no extraneous information. All stated facts align perfectly with the transcript.\n\nMinor improvement could be mentioning that the intern had been trying to log in for \"a couple of weeks\" before getting the laptop, as this adds context to the urgency of the situation. However, this is a minor detail that doesn't significantly impact the summary's quality.\n\nThe summary excels in all five criteria, with only minimal room for improvement.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "0d4e62a9-8ca7-4239-ae38-d86b6fc7044b",
    "train_trial_index": 0,
    "predicted_text": "A company employee contacted the IT helpdesk regarding a stolen laptop, having already filed a ticket with ASOC. The helpdesk confirmed two existing tickets: one with ASOC for the stolen laptop and another assigned to local tech support for replacement.  The employee was experiencing a system-wide issue where login attempts redirected to a phishing page, but the helpdesk assured them this was being addressed.  While on the call, the employee received a Teams message from local tech support regarding laptop availability. The helpdesk agent advised the employee to work directly with local tech support to obtain a replacement, confirming their shipping address for documentation. The call ended with the agent assuring the employee that local tech support would handle the replacement process.\n",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 0.0,
      "inference_runtime": 3.4861865043640137,
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      "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.\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>\nA company employee contacted the IT helpdesk regarding a stolen laptop, having already filed a ticket with ASOC. The helpdesk confirmed two existing tickets: one with ASOC for the stolen laptop and another assigned to local tech support for replacement.  The employee was experiencing a system-wide issue where login attempts redirected to a phishing page, but the helpdesk assured them this was being addressed.  While on the call, the employee received a Teams message from local tech support regarding laptop availability. The helpdesk agent advised the employee to work directly with local tech support to obtain a replacement, confirming their shipping address for documentation. The call ended with the agent assuring the employee that local tech support would handle the replacement process.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 stolen laptop, the existing tickets, and the resolution involving local tech support. However, it inaccurately mentions a system-wide issue with login attempts redirecting to a phishing page, which was not part of the employee's concern but rather a general announcement. This inclusion affects relevance and accuracy. The summary is coherent and easy to follow, but the incorrect inclusion of the phishing issue detracts from its completeness and accuracy. Overall, the summary is mostly accurate but contains a significant error.",
        "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 the stolen laptop and the helpdesk's resolution. 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 mentions a system-wide issue with login attempts redirecting to a phishing page, which, although mentioned in the call transcript, is not directly related to the employee's issue and was already being addressed. This slightly detracts from the completeness of the summary in terms of focus on the main problem and resolution. Nonetheless, the summary provides a fair description of the main concerns and resolutions.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the main points of the conversation but includes an irrelevant detail about the system-wide login/phishing issue that wasn't directly related to the caller's problem. While concise, it maintains good coherence by presenting events in a logical sequence. The summary accurately represents the key facts: the stolen laptop report, existing tickets, and coordination with local tech support. It correctly captures the resolution path through local tech support and mentions the shipping address documentation. The main concern (need for immediate laptop replacement) and resolution (working directly with local tech support who had laptops available) are clearly presented. However, it misses the context that the employee needed the laptop urgently for Monday travel, which was an important detail explaining the urgency of the situation. Despite these minor issues, the summary provides a comprehensive overview of the interaction and its outcome.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "3e1cb831-0b10-41ca-bb9b-bd7dfda47bf8",
    "train_trial_index": 0,
    "predicted_text": "The automated system prompts the caller to select options for different IT support categories: access/passwords (0), applications/technology/telecom/mobile (1), video conferencing/Surface Hub (1), and project management tools (2).  While on hold, the system informs the caller that all agents are busy and suggests exploring online resources. Finally, a support agent, #######, answers and asks for the caller's accent, then checks if the caller can hear them.  The caller's issue is not yet stated.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 214.0,
      "num_output_tokens": 0.0,
      "inference_runtime": 2.8878490924835205,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.7777777777777778
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: Para soporte de acceso y contrase\u00f1a, presione cero.  Para soporte de aplicaciones, technology, telecom, y dispositivos m\u00f3viles, presione uno.  Para servicios de videoconferencia, incluidos telepresence, Surface Hub.  Para el soporte de aplicaciones tecnol\u00f3gicas y empresariales, incluidas las telecomunicaciones, pulse uno.  Y para ADT, PPM, y otra herramienta de metodolog\u00eda de apoyo, pulse dos.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact.\nSpeaker 3: Thank you for calling CIO.  My name is #######.  Can I have your accent?  Hello, can you hear me?  Hello?\n</call_transcript>\n<summary>\nThe automated system prompts the caller to select options for different IT support categories: access/passwords (0), applications/technology/telecom/mobile (1), video conferencing/Surface Hub (1), and project management tools (2).  While on hold, the system informs the caller that all agents are busy and suggests exploring online resources. Finally, a support agent, #######, answers and asks for the caller's accent, then checks if the caller can hear them.  The caller's issue is not yet stated.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 accurately lists the options provided by the automated system and mentions the hold message and the agent's initial interaction. However, there are a few inaccuracies and omissions. The summary incorrectly states that video conferencing/Surface Hub is option 1, while the transcript does not clearly assign a number to this category. Additionally, the summary mentions the agent asking for the caller's \"accent,\" which seems to be a transcription error, as it is more likely the agent asked for the caller's \"account\" or similar information. The summary does not capture the fact that the agent's name is redacted. Despite these issues, the summary is mostly relevant, coherent, and 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 IT support categories and the caller's interaction with the automated system and the support 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. However, the mention of the caller's accent may not be entirely accurate, as the agent's request for the caller's \"accent\" is unclear and may be a misinterpretation.\n\nThe summary is mostly complete, describing the main events of the call transcript. However, it does not provide any information about the caller's issue, which is not stated in the transcript. Overall, the summary is of high quality, but with some minor issues with accuracy and completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call transcript:\n1. Accurately describes the menu options and their corresponding numbers\n2. Includes the hold message about agents being busy and alternative solutions\n3. Captures the agent's introduction and attempt to establish communication\n\nThe summary is concise while maintaining essential details, and presents information in a logical flow from menu options to hold message to agent interaction. It's coherent and easy to follow. The summary is factually accurate, with no misrepresentations of the transcript content.\n\nThe summary also appropriately notes that the caller's issue remains unstated, showing attention to completeness. One minor improvement could be clarifying that part of the transcript is in Spanish, though the content is accurately represented.\n\nThe summary meets all evaluation criteria well, with strong performance in accuracy, coherence, and completeness. The conciseness and relevance are also well-handled, making it a highly effective summary of the interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "b96c1e8a-25aa-40ac-8c4e-ce6752e2c1ab",
    "train_trial_index": 0,
    "predicted_text": "######, a sales services employee, contacted the IT helpdesk because they were repeatedly being signed out of Teams and Outlook on their phone.  After providing their personnel number, EID, and call box number, ###### explained that they could log in using a temporary password (as regular passwords were no longer in use), but were logged out after about 20 minutes. The helpdesk agent, #######, put ###### on hold multiple times while investigating.  The agent's only suggestion was to uninstall and reinstall the apps.  After reinstalling, ###### was still required to use a temporary password and anticipated being logged out again in 30 minutes.  The agent then closed the ticket as resolved, advising ###### to call back if the problem persisted and to complete a survey.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1164.0,
      "num_output_tokens": 0.0,
      "inference_runtime": 3.880417823791504,
      "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... 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######, a sales services employee, contacted the IT helpdesk because they were repeatedly being signed out of Teams and Outlook on their phone.  After providing their personnel number, EID, and call box number, ###### explained that they could log in using a temporary password (as regular passwords were no longer in use), but were logged out after about 20 minutes. The helpdesk agent, #######, put ###### on hold multiple times while investigating.  The agent's only suggestion was to uninstall and reinstall the apps.  After reinstalling, ###### was still required to use a temporary password and anticipated being logged out again in 30 minutes.  The agent then closed the ticket as resolved, advising ###### to call back if the problem persisted and to complete a survey.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 being signed out of Teams and Outlook, the troubleshooting steps taken, and the resolution provided. 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: the summary states the user anticipated being logged out in 30 minutes, while the transcript mentions 20 minutes. Additionally, the summary does not mention the specific troubleshooting step of waiting 20-30 minutes after reinstalling the app. Overall, the summary is mostly accurate and complete but could be slightly improved for precision.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution discussed in the call transcript. It is also relevant, focusing on the key problem of the user being repeatedly signed out of Teams and Outlook on their phone. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the troubleshooting steps taken and the outcome. However, it could be argued that the summary is slightly incomplete, as it does not mention the initial automated message about performance issues with \"my key\" and the resulting high call volume. Nevertheless, this information is not crucial to understanding the main issue and resolution.\n\nOverall, the summary is well-written and effectively conveys the essential information from the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Clearly identifies the main issue (repeated sign-outs from Teams/Outlook)\n2. Includes relevant context about temporary passwords replacing regular passwords\n3. Accurately describes the troubleshooting steps (uninstall/reinstall)\n4. Maintains chronological flow and logical structure\n5. Captures the resolution (or lack thereof) and next steps\n\nThe summary is concise while including all essential details. It accurately represents the interaction without distorting facts or omitting crucial information. The narrative flow is clear and easy to follow.\n\nMinor improvement could be made by mentioning the specific timeframe (20-30 minutes) for testing the solution and the 72-hour window for reopening the ticket, but these are secondary details.\n\nThe summary effectively balances brevity with completeness, making it a highly effective representation of the call transcript.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "06ac34eb-8ff2-48bc-bd50-feb015e006e6",
    "train_trial_index": 0,
    "predicted_text": "An employee called the company's IT helpdesk because their laptop's fan was making a loud noise, which started a couple of days prior.  After the helpdesk agent gathered the employee's information and confirmed the issue, they placed the employee on hold to consult with a Level 2 technician.  Upon returning, the agent initiated a remote session using 123rescue.com and provided the employee with a code to download and run the application as administrator.  The agent then connected to the employee's laptop and informed them that a Level 2 technician would take over the troubleshooting via the chat function within the remote session software, as they were unable to speak directly on the phone.  The agent then transferred the remote session and ended the call.\n",
    "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 zero.  For technology and business application support, telecom and mobile device.  For technology and business application support, press.\nSpeaker 2: Please enter your eight-digit personnel number.  All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 3: Hello, thank you for calling Service Desk.  This is ####.  Can I have your employee ID number, please?\nSpeaker 4: Sure.  It's ###############.\nSpeaker 3: Thank you so much.  So just to confirm, it's ###############.  Is that right?\nSpeaker 4: Exactly.\nSpeaker 3: Thank you so much for confirming.  And also, can you please provide to me your Accenture email address?\nSpeaker 4: Sure.  It's #####################################.\nSpeaker 3: Perfect.  Thank you so much.  And may I ask as well for your callback number?\nSpeaker 4: Sure.\nSpeaker 3: It's ############.  Thank you so much.  So, #######, how can I assist you today?\nSpeaker 4: My laptop is making lots of noises.  And laptops aren't supposed to make noises, so I thought I should call in before it dies on me.  Right now it's relatively quiet, but I don't know if you can hear it.  It's like, the fan is just got issues earlier today.  I was on a call.  And I could barely hear the people on the call over it.  It just got so loud.\nSpeaker 3: I see.  So I really do apologize as well for the inconvenience that cost you, #######, but don't worry, since you've got me on the phone, I'll try my best to assist you on this, okay?\nSpeaker 4: That would be awesome, thank you.\nSpeaker 3: You're welcome.  So just to make sure first that I have your concern right, you're calling in since your fan on your machine is making a loud noise, is that right?\nSpeaker 4: Yeah.\nSpeaker 3: I see.  And may I know as well when today's issue started?\nSpeaker 4: Can you hear it?\nSpeaker 3: I cannot hear anything.\nSpeaker 4: Were you able to hear that?\nSpeaker 3: I can only hear like a static noise.  Is that it?\nSpeaker 4: Okay.  Yeah, I wasn't sure if it would transport over the phone really well.  It started, I'll say, Wednesday, maybe?  Wednesday or Thursday.  I think it was Wednesday.  And then I rebooted, and it kept doing it.  So it wasn't something that was just, you know, over-processing or anything like that.  It sounds like the fan's about to die.\nSpeaker 3: I see.  Okay.  Thank you so much for that information.  So for this, I'll have to check here with our Level 2 tech on what we can do in this issue, okay?  Sure.  So while I'm checking here in my end, #######, is it okay if I can place this call and hold for just two minutes?\nSpeaker 4: Absolutely.\nSpeaker 3: Perfect.  Thank you so much.  So please do wait for the line, okay?  I'll be back, okay?\nSpeaker 4: Sure.\nSpeaker 3: Thank you.\nSpeaker 4: It takes you longer to go to the store and get it than for me to show you how to do it and make it here.  I hear you.  Good Lord.  It's a D-Day.\nSpeaker 3: Hello, #######.  Sorry for putting the call on hold.  Hey there.\nSpeaker 4: How are you?\nSpeaker 3: Thank you.  I'm fine.  Thank you for that.  So for this, #######, what we're going to do here is we're going to initiate a remote session.  Then I will have to transfer that remote to our level 2 tech, OK?  Sure.  Okay.  So, on your essential laptop, I'm sorry, may I know first if you are available right now for a remote session?\nSpeaker 4: Yes.\nSpeaker 3: Perfect.  So, on your essential laptop, can you please open a browser?  Any browser will do.\nSpeaker 4: Yep, I got one open.\nSpeaker 3: Perfect.  And please do access this site.  It's 123rescue.com.  Yep.\nSpeaker 4: And what number do you need me to enter?\nSpeaker 3: Okay, just hold on.  Let me first generate a code for you.  Sorry, a moment.  Okay.  Sorry, I have a loading issue here in my end.  A moment.  No problem.  Thank you.  Okay.  Just hold on, almost done.  So please do input this code, #######.  It's 424308.  424308.  Yes, that is correct, 424308.  And please do start, download the file.  Perfect.  Thank you.  And once the file has been downloaded, please do not click on it yet, since we're going to run it as administrator.  OK?  Sure.  And I have it.  Sorry about that.  OK.  So for this, can you please go to your download file?  OK.  Right click on the Login and Rescue.  Yep.  Then show more option.  Then run as administrator, please.  There we go.  Okay, just hold on.  Let me... Let me try and connect right now.  One moment.  Let me check.  Can you please click OK on your end?\nSpeaker 4: You got it.\nSpeaker 3: Perfect.  Thank you so much.  So for this, our level 2 tech will do a troubleshooting on your machine.  So for this, can you please close first your open replication and save all your unsaved files just in case.\nSpeaker 4: Yep.  Thank you.  Yep, everything looks like it's closed now.\nSpeaker 3: Okay, that is perfect.  So for this, just a heads up, #######, our Level 2 tech can only communicate with you via this chat box since they are limited to phone calls.  So please do stay on the remote session with them, okay?  Sure.  Okay, thank you.  So I will now transfer this remote and we can wrap up the call, okay?\nSpeaker 4: Okay.  Thank you.  Thank you.\nSpeaker 3: You're welcome.  So bye-bye for now, #######.  Enjoy the rest of your day, okay?\nSpeaker 4: You too.  Take care.\nSpeaker 3: Thank you.  Bye-bye.\n</call_transcript>\n<summary>\nAn employee called the company's IT helpdesk because their laptop's fan was making a loud noise, which started a couple of days prior.  After the helpdesk agent gathered the employee's information and confirmed the issue, they placed the employee on hold to consult with a Level 2 technician.  Upon returning, the agent initiated a remote session using 123rescue.com and provided the employee with a code to download and run the application as administrator.  The agent then connected to the employee's laptop and informed them that a Level 2 technician would take over the troubleshooting via the chat function within the remote session software, as they were unable to speak directly on the phone.  The agent then transferred the remote session and ended the call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the laptop's fan, the steps taken by the helpdesk agent, and the transfer to a Level 2 technician. The information is relevant and focuses on the main topic of the call. The structure and flow are clear, making it easy to understand. The summary is factually accurate and does not contain misleading information. However, it misses some minor details, such as the initial confirmation of the employee's information and the specific instructions given during the remote session setup. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their laptop's fan and the steps taken by the helpdesk agent 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 agent's actions, and the resolution. 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 employee's attempts to troubleshoot the issue before calling the helpdesk. Nevertheless, the summary provides a good overview of the call transcript and effectively conveys the main points.\n\nGiven the criteria, I would score the summary highly, as it effectively conveys the main points of the call transcript in a concise, relevant, coherent, accurate, and complete manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (noisy laptop fan)\n2. Includes timing of the problem (started days prior)\n3. Accurately describes the process (information gathering, consultation with Level 2)\n4. Details the remote session setup with specific steps\n5. Explains the handoff to Level 2 tech and communication method\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 with no misrepresentations of the transcript. It includes relevant technical details (123rescue.com, administrator rights) without becoming too technical.\n\nMinor 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 detail that doesn't significantly impact the summary's quality.\n\nThe summary achieves an excellent balance between brevity and completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "The employee, ####, called the IT helpdesk for the third time regarding an issue accessing the learning portal for compliance training.  They were receiving a \"password not registered\" error.  The helpdesk previously stated a workflow message was sent to their manager, but the manager hadn't received it.  The IT agent, #####, confirmed a request (adaptive card) was sent to the manager but was still pending approval.  The agent refused to provide the manager's name or incident number, citing verification protocols, and assured #### their manager would contact them soon.  #### expressed frustration with the week-long delay in resolving the issue.  The agent promised to update the ticket and expedite the manager's contact.  The call ended with no immediate resolution for ####.  Additionally, the initial automated message mentioned high call volumes due to MyT performance issues and redirection to a phishing page, though this wasn't the caller's primary concern.\n",
    "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>\nThe employee, ####, called the IT helpdesk for the third time regarding an issue accessing the learning portal for compliance training.  They were receiving a \"password not registered\" error.  The helpdesk previously stated a workflow message was sent to their manager, but the manager hadn't received it.  The IT agent, #####, confirmed a request (adaptive card) was sent to the manager but was still pending approval.  The agent refused to provide the manager's name or incident number, citing verification protocols, and assured #### their manager would contact them soon.  #### expressed frustration with the week-long delay in resolving the issue.  The agent promised to update the ticket and expedite the manager's contact.  The call ended with no immediate resolution for ####.  Additionally, the initial automated message mentioned high call volumes due to MyT performance issues and redirection to a phishing page, though this wasn't the caller's primary concern.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 interaction with the IT agent. It also mentions the initial automated message about high call volumes and phishing issues, which, while not the caller's primary concern, provides context for the call environment.\n\nRelevance is high as the summary focuses on the main issue and the steps taken by the IT agent. However, the mention of the phishing issue, although contextually relevant, might be considered slightly extraneous to the main problem discussed.\n\nThe coherence of the summary is good, with a clear structure and logical flow of ideas, making it easy to follow.\n\nAccuracy is strong, with no evident false or misleading information. The summary correctly reflects the conversation and the actions taken by the IT agent.\n\nCompleteness is also good, as the summary covers the main concerns and the lack of immediate resolution, as well as the agent's promise to update the ticket and expedite the manager's contact.\n\nOverall, the summary is well-done but could be slightly more focused by omitting the less relevant details about the phishing issue.",
        "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 with accessing the learning portal and the subsequent conversation with the IT agent. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the caller's issue, the IT agent's actions, and the lack of immediate resolution. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nThe only potential improvement could be to further condense the summary while maintaining its clarity and accuracy. However, overall, the summary is well-written and effectively conveys the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the core issue (learning portal access/password problem)\n2. Notes it's the caller's third attempt\n3. Accurately describes the workflow message/adaptive card situation\n4. Captures the agent's refusal to share details citing protocols\n5. Includes the caller's frustration with the week-long delay\n6. Mentions the initial automated message about MyT issues\n\nThe summary is well-structured and flows logically from problem to attempted resolution. It maintains accuracy throughout, without misrepresenting any facts from the transcript. The length is appropriate - detailed enough to convey important information while remaining concise. It's coherent and easy to follow.\n\nMinor improvement could be made by clarifying whether the adaptive card was actually sent earlier or just during this call, as this timeline isn't entirely clear from the transcript. However, this is a minor point in an otherwise comprehensive and well-crafted summary.",
        "claude_score": 9.0
      }
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    "predicted_text": "An Accenture employee called the IT helpdesk for assistance setting up a new laptop.  They could log in but couldn't access Microsoft Office applications, receiving an error about not having a license. The helpdesk agent, ####, initiated a remote session to troubleshoot. After investigating, the agent determined the employee was still tagged in the system as an Accenture Federal employee, despite transferring to LLP.  The agent advised the employee to contact their HR department to resolve the licensing issue, as it was related to their incorrect employee designation in the system.  The call ended with the employee understanding they needed to contact HR.\n",
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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>\nAn Accenture employee called the IT helpdesk for assistance setting up a new laptop.  They could log in but couldn't access Microsoft Office applications, receiving an error about not having a license. The helpdesk agent, ####, initiated a remote session to troubleshoot. After investigating, the agent determined the employee was still tagged in the system as an Accenture Federal employee, despite transferring to LLP.  The agent advised the employee to contact their HR department to resolve the licensing issue, as it was related to their incorrect employee designation in the system.  The call ended with the employee understanding they needed to contact HR.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the employee's issue with accessing Microsoft Office applications due to a licensing problem. It is relevant, sticking to the main topic of the call without extraneous details. The structure and flow are clear, making it easy to understand. The information is accurate, correctly reflecting the employee's problem and the helpdesk agent's actions. However, it misses some minor details, such as the initial high call volume message and the specific steps taken during the remote session. Overall, it provides a fair description of the main concerns 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 Office applications and the subsequent resolution. The structure and flow of ideas are clear, making it easy to understand and follow. The information presented is factually correct, accurately reflecting the conversation between the employee and the helpdesk agent. The summary also provides a fair description of the main problem and resolution, highlighting the incorrect employee designation in the system as the root cause of the licensing issue. However, some minor details, such as the employee's transfer to LLP and the timing of the license activation, are slightly condensed but still accurately represented.",
        "llama_score": 9.0,
        "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 core issue (licensing problem) and its resolution\n3. Coherence: Presents information in a logical sequence from problem identification to resolution\n4. Accuracy: Correctly represents the conversation details, including the Federal to LLP transfer context\n5. Completeness: Includes both the technical problem (Microsoft Office access) and root cause (employee designation issue)\n\nMinor improvements could include mentioning that the employee was starting at LLP the next day, which provides important context for the timing of the issue. The summary also could have mentioned the BitLocker setup, though this wasn't central to the main problem. Overall, the summary successfully captures the essence of the interaction while maintaining clarity and accuracy.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "f0f3234a-0655-4b9e-b930-c9b1b8c96878",
    "train_trial_index": 0,
    "predicted_text": "##### called the IT helpdesk regarding an unresolved ticket (INC48695130) from the previous day concerning email forwarding.  He wanted to forward emails from his Accenture account to his AFS account, as his Accenture account would be deactivated in two weeks due to his transfer to AFS.  He explained he had already tried to set up forwarding through his Accenture mailbox settings but was unsuccessful. The helpdesk agent, ####, repeatedly insisted ##### needed to request an \"exclusion\" via a link sent through Microsoft Teams before forwarding could be enabled, despite ##### explaining he already possessed both email accounts and that AFS had advised him to set up the forwarding himself.  ##### expressed dissatisfaction with the provided solution, believing there was a misunderstanding, but ultimately ended the call to seek further assistance elsewhere.\n",
    "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 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##### called the IT helpdesk regarding an unresolved ticket (INC48695130) from the previous day concerning email forwarding.  He wanted to forward emails from his Accenture account to his AFS account, as his Accenture account would be deactivated in two weeks due to his transfer to AFS.  He explained he had already tried to set up forwarding through his Accenture mailbox settings but was unsuccessful. The helpdesk agent, ####, repeatedly insisted ##### needed to request an \"exclusion\" via a link sent through Microsoft Teams before forwarding could be enabled, despite ##### explaining he already possessed both email accounts and that AFS had advised him to set up the forwarding himself.  ##### expressed dissatisfaction with the provided solution, believing there was a misunderstanding, but ultimately ended the call to seek further assistance elsewhere.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 unresolved ticket, the email forwarding issue, and the dissatisfaction of the caller. 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 repeated holds and the specific confusion about the need for a request, which were significant parts of the conversation. Overall, it provides a fair description of the main problems and the attempted resolution.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the caller's issue with email forwarding. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the caller's concerns and the helpdesk agent's responses. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nThe only potential improvement could be to provide more context about the \"exclusion\" the helpdesk agent mentioned, but overall, the summary is well-written and effectively conveys the necessary information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the ticket number and main issue (email forwarding)\n2. Clearly explains the context (transfer from Accenture to AFS)\n3. Captures the main conflict (agent's insistence on exclusion request vs caller's belief in self-service)\n4. Describes the resolution (or lack thereof) and caller's dissatisfaction\n\nThe summary is concise while including all relevant details, maintaining good coherence by presenting events chronologically. It accurately represents both perspectives and the communication gap between them. The only minor improvement could be mentioning the initial automated message about MyT issues, though this wasn't relevant to the main conversation.\n\nThe summary demonstrates strong attention to detail while remaining focused on the core issue, making it highly effective for understanding the interaction's key points and outcome.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "4c7e1ca0-5ce9-41c8-9f75-cc088813bee8",
    "train_trial_index": 0,
    "predicted_text": "A new Accenture employee, transferring from Accenture Federal, called the IT helpdesk for assistance with their new laptop setup.  They were unable to complete the initial self-service password registration through myid.accenture.com because their account was blocked.  The helpdesk agent guided them through resetting their password via the \"forgot password\" option, which involved receiving a verification code and creating a new password meeting Accenture's complexity requirements.  After successfully resetting the password, the employee confirmed they could proceed with the remaining laptop setup steps.  The agent concluded the call by requesting the employee complete a feedback survey.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1473.0,
      "num_output_tokens": 0.0,
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      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.\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>\nA new Accenture employee, transferring from Accenture Federal, called the IT helpdesk for assistance with their new laptop setup.  They were unable to complete the initial self-service password registration through myid.accenture.com because their account was blocked.  The helpdesk agent guided them through resetting their password via the \"forgot password\" option, which involved receiving a verification code and creating a new password meeting Accenture's complexity requirements.  After successfully resetting the password, the employee confirmed they could proceed with the remaining laptop setup steps.  The agent concluded the call by requesting the employee complete a feedback survey.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 blocked account and the steps taken to resolve it, including the password reset process and the complexity requirements. The summary is relevant, focusing on the main topic of the call, which is the employee's difficulty with the initial laptop setup due to a blocked account. The structure and flow are coherent, presenting the information in a logical sequence that mirrors the call's progression. The accuracy is high, as the summary correctly reflects the details of the call without introducing any false or misleading information. However, the summary could be slightly more complete by mentioning the initial confusion about the personnel number and the specific steps the employee took to verify their identity. 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 account being blocked and the helpdesk agent'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, ensuring accuracy. Lastly, the summary provides a fair description of the main problem and resolution, covering the key points of the call transcript, which indicates completeness. Overall, the summary meets all the criteria for a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: New employee transferring from Accenture Federal\n2. Problem: Blocked account preventing self-service password registration\n3. Solution: Guided password reset process\n4. Outcome: Successful password reset\n5. Follow-up: Survey request\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining all crucial information. It's structured logically, flowing from problem identification to resolution. The information is accurate, matching the transcript without misrepresentation. The language is clear and professional.\n\nMinor details that could have been included but don't significantly impact quality: specific mention of the password complexity requirements (uppercase, lowercase, special character, number, 10+ characters) and the 72-hour timeframe for the survey. However, these are secondary details, and their omission keeps the summary focused and concise.\n\nThe summary successfully balances brevity with completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "aa567f0b-6b82-4c64-ba05-bd0dbd227027",
    "train_trial_index": 0,
    "predicted_text": "A vendor, ####, called Accenture IT support to reset their expired password, preventing them from registering on the MyID portal.  The helpdesk, experiencing high call volume due to a \"gone fishing\" login error, confirmed ####'s personnel number, EID, and callback number.  The agent, after checking, informed #### that a ticket already existed for this issue.  Unable to directly reset the password because ####'s account wasn't registered, the agent explained they would send an \"adaptive card\" to ####'s manager for approval.  Once the manager approved, they would provide #### with a ticket number to call back with.  The agent put #### on hold briefly to create the adaptive card and then reiterated the process, confirming #### understood before ending the call.\n",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, press 1.\nSpeaker 2: 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>\nA vendor, ####, called Accenture IT support to reset their expired password, preventing them from registering on the MyID portal.  The helpdesk, experiencing high call volume due to a \"gone fishing\" login error, confirmed ####'s personnel number, EID, and callback number.  The agent, after checking, informed #### that a ticket already existed for this issue.  Unable to directly reset the password because ####'s account wasn't registered, the agent explained they would send an \"adaptive card\" to ####'s manager for approval.  Once the manager approved, they would provide #### with a ticket number to call back with.  The agent put #### on hold briefly to create the adaptive card and then reiterated the process, confirming #### understood before ending the call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 vendor's issue with an expired password and the steps taken by the helpdesk agent. It is relevant, focusing on the main topic of the password reset issue. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. It is accurate, correctly reflecting the details of the call, such as the high call volume, the need for an adaptive card, and the process involving the manager's approval. However, it misses some minor details, such as the initial automated options provided to the caller and the specific mention of the \"gone fishing\" page issue. 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 vendor's issue with their expired password and the helpdesk'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 reflects the information provided in the call transcript, including the vendor's problem, the helpdesk's actions, and the proposed solution involving an adaptive card sent to the vendor's manager. \n\nThe summary also captures the main problem (the vendor's inability to reset their password due to an expired password and unregistered account) and the resolution (the helpdesk sending an adaptive card to the vendor's manager for approval), thus achieving completeness.\n\nOverall, the summary meets all the criteria effectively, with no notable shortcomings.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the caller as a vendor with password reset issues\n2. Notes the context of high call volume and system issues\n3. Accurately describes the verification process\n4. Correctly explains the solution involving the adaptive card process\n5. Maintains chronological flow of the conversation\n\nThe summary is concise while including all crucial details. It's coherent, with a clear progression from problem identification to resolution steps. The information is accurate to the transcript, without any misrepresentations. It's also complete, covering both the initial problem and the resolution process.\n\nMinor improvements could include mentioning that the agent initially apologized for the inconvenience and that they put the caller on hold specifically for 10 minutes. However, these are minor details that don't significantly impact the summary's effectiveness.\n\nThe summary successfully balances brevity with comprehensive coverage of the important points, making it highly effective for its purpose.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "e5ec219c-fc93-42b2-89a9-8e5e23fa683a",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk regarding login issues. The automated system offered various support options, including password reset and application support.  A recorded message informed the caller about high call volume due to \"my key\" performance problems redirecting users to a phishing page, assuring them that the issue was being addressed.  After being placed on hold, an agent answered and requested the employee's ID.  The employee provided their ID multiple times with minor corrections. Before the agent could fully access their account, the employee ended the call due to another incoming call, promising to call back later.\n",
    "base64_images": [],
    "stats": {
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      "inference_runtime": 2.8327910900115967,
      "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, 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>\nAn Accenture employee called the IT helpdesk regarding login issues. The automated system offered various support options, including password reset and application support.  A recorded message informed the caller about high call volume due to \"my key\" performance problems redirecting users to a phishing page, assuring them that the issue was being addressed.  After being placed on hold, an agent answered and requested the employee's ID.  The employee provided their ID multiple times with minor corrections. Before the agent could fully access their account, the employee ended the call due to another incoming call, promising to call back later.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call transcript. It mentions the automated system's options, the high call volume due to \"my key\" performance issues, and the phishing page redirection. It also accurately describes the interaction between the agent and the employee, including the employee's decision to end the call due to another incoming call.\n\nRelevance is high as the summary focuses on the main issues discussed in the call: the login issues and the interaction with the helpdesk agent. \n\nThe coherence is good, with a clear structure and logical flow of ideas, making it easy to follow.\n\nAccuracy is mostly correct, but there is a minor error: the term \"my key\" should be \"my key\" (as in the transcript, it is not clear if it is a specific term or a typo). \n\nCompleteness is adequate, covering the main problems and the resolution process, although it could have mentioned the specific options provided by the automated system in more detail.\n\nOverall, the summary is well-done but could be slightly improved in terms of accuracy and 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 login issues and the helpdesk's response. The summary has a clear structure, starting with the employee's call, the automated system's response, and the interaction with the agent, 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 provide a resolution to the employee's issue, but this is due to the nature of the call transcript, where the employee ends the call before a resolution can be reached. Overall, the summary effectively captures the essence 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 automated menu options\n2. Correctly mentions the system message about \"my key\" issues and phishing page\n3. Accurately portrays the sequence of events with the agent requesting ID\n4. Correctly captures the call ending due to the caller's need to attend another call\n\nThe summary is concise while maintaining important details, and has good coherence with a clear chronological flow. It's relevant, focusing on the key interactions without unnecessary details. The accuracy is high, with no misrepresentation of facts from the transcript.\n\nMinor improvement could be made by mentioning it was specifically the Accenture service desk, but this doesn't significantly impact the summary's quality.\n\nThe completeness criterion is well-met, though there was no actual resolution since the call ended prematurely. However, this premature ending is accurately captured in the summary.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "41727ddc-5386-48a1-bb73-b9c876cdc65f",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk for assistance with their Global Protect VPN, which stopped working after a suspected maintenance update.  The employee, #####, navigated a Spanish language prompt before connecting with an English-speaking support agent, ######.  After confirming #####'s identity, the agent attempted to troubleshoot the VPN connection issue.  ##### explained they had already tried uninstalling and reinstalling the application without success.  The agent then initiated a screen-sharing session via Microsoft Teams to guide #####.  The agent suggested changing the port address using a link shared in the Teams chat, but this did not resolve the issue.  Ultimately, the agent suggested ending the current call and reconnecting via a direct Teams call to continue troubleshooting.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1458.0,
      "num_output_tokens": 0.0,
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      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8148148148148149
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: 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>\nAn Accenture employee called the IT helpdesk for assistance with their Global Protect VPN, which stopped working after a suspected maintenance update.  The employee, #####, navigated a Spanish language prompt before connecting with an English-speaking support agent, ######.  After confirming #####'s identity, the agent attempted to troubleshoot the VPN connection issue.  ##### explained they had already tried uninstalling and reinstalling the application without success.  The agent then initiated a screen-sharing session via Microsoft Teams to guide #####.  The agent suggested changing the port address using a link shared in the Teams chat, but this did not resolve the issue.  Ultimately, the agent suggested ending the current call and reconnecting via a direct Teams call to continue troubleshooting.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 Global Protect VPN, the language barrier, and the troubleshooting steps taken. It is relevant, focusing on the main topic of the VPN issue and the steps taken to resolve it. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. It is mostly accurate, capturing the key details of the conversation without introducing any false information. However, it misses some minor details, such as the repeated attempts to enter the personnel number and the agent's brief absence. 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 main topic of the employee's VPN issue and the support agent's attempts to troubleshoot it. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary appears to be factually correct, matching the information presented in the call transcript. However, there is a minor omission regarding the employee's initial navigation of the phone menu system, which is not crucial to the main issue.\n\nThe summary provides a fair description of the main problem (the employee's VPN issue) and the attempted resolutions (troubleshooting steps taken by the support agent). However, it does not explicitly state that the issue was not fully resolved by the end of the call, which might be considered a minor point of incompleteness.\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 language barrier situation at the start\n2. Correctly identifies the main issue (Global Protect VPN problems after maintenance)\n3. Captures the progression of troubleshooting steps\n4. Notes the transition to Teams for screen sharing\n5. Includes the attempted solution with the port address\n6. Ends with the resolution to continue via Teams call\n\nThe summary is concise while maintaining essential details, has good flow, and accurately represents the conversation's progression. It's coherent and easy to follow. The only minor weakness is that it doesn't specify that this was a transition from Pulse Secure to Palo Alto Global Protect (mentioned in the transcript), which provides context for the issue. However, this detail isn't crucial to understanding the main problem and resolution steps. The summary maintains professional tone and focuses on relevant information throughout.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "d7215e4c-30f3-49a4-9a17-d4e6fe0aa592",
    "train_trial_index": 0,
    "predicted_text": "An employee called the IT helpdesk because their laptop wouldn't turn on, despite the charging light being on.  The helpdesk agent, ##drin, confirmed the employee's identity and callback number.  The agent then advised the employee to try basic troubleshooting steps like disconnecting all wires and pressing the power button.  However, the issue persisted.  The agent then contacted a referral support team to escalate the issue and create a ticket.  While waiting, the agent collected the employee's email address, phone number, and location.  The agent informed the employee that the local support team would contact them directly.  Finally, the agent provided the incident ticket number, INC48710177, and advised the employee to drain the laptop battery completely before trying to power it on again.\n",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: 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>\nAn employee called the IT helpdesk because their laptop wouldn't turn on, despite the charging light being on.  The helpdesk agent, ##drin, confirmed the employee's identity and callback number.  The agent then advised the employee to try basic troubleshooting steps like disconnecting all wires and pressing the power button.  However, the issue persisted.  The agent then contacted a referral support team to escalate the issue and create a ticket.  While waiting, the agent collected the employee's email address, phone number, and location.  The agent informed the employee that the local support team would contact them directly.  Finally, the agent provided the incident ticket number, INC48710177, and advised the employee to drain the laptop battery completely before trying to power it on again.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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, the troubleshooting steps taken, and the escalation to a support team. It maintains relevance by focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, the summary could be slightly more complete by mentioning the specific troubleshooting steps that were attempted, such as pressing the power button and checking the light indicator. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their laptop and the helpdesk agent's attempts to troubleshoot and escalate 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. Finally, the summary provides a fair description of the main problem and the resolution, including the creation of a ticket and the advice to drain the laptop battery, indicating completeness. Overall, the summary meets all the criteria for a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Main issue: Laptop not turning on despite charging light\n2. Identity verification process\n3. Initial troubleshooting steps\n4. Escalation process\n5. Information collection\n6. Resolution and next steps including ticket number\n\nThe summary is concise yet comprehensive, maintaining a logical flow of events. It accurately represents the conversation without including unnecessary details. The information is relevant and focused on the core problem and its handling. The resolution pathway is clearly explained, including both immediate advice (battery drainage) and future steps (local team contact).\n\nThe only minor improvement could be mentioning that this was the first time the issue occurred, as this was specifically discussed in the call. However, this doesn't significantly impact the summary's overall quality.\n\nThe summary demonstrates strong coherence, moving logically from problem identification through to resolution steps, while maintaining accuracy throughout.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "1ca5c62f-caae-4d53-97b1-026dd8358ab6",
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    "predicted_text": "##### called the Accenture IT helpdesk, unable to access their Accenture email on their client-provided laptop and experiencing issues with the Authenticator app on their mobile phone.  The helpdesk agent confirmed the issue was related to needing a temporary access password (TAP) to set up the Authenticator app.  Since ##### was using a client laptop and not an Accenture-managed device, the agent needed manager verification to generate the TAP.  The agent sent a request to #####'s manager and placed ##### on hold. After 40 minutes with no manager response, the agent instructed ##### to wait for their manager to contact them with the incident number (INC #########) and either the manager's full name or enterprise ID.  Once ##### received this information, they were instructed to call back to complete the verification process and receive the TAP.\n",
    "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... 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##### called the Accenture IT helpdesk, unable to access their Accenture email on their client-provided laptop and experiencing issues with the Authenticator app on their mobile phone.  The helpdesk agent confirmed the issue was related to needing a temporary access password (TAP) to set up the Authenticator app.  Since ##### was using a client laptop and not an Accenture-managed device, the agent needed manager verification to generate the TAP.  The agent sent a request to #####'s manager and placed ##### on hold. After 40 minutes with no manager response, the agent instructed ##### to wait for their manager to contact them with the incident number (INC #########) and either the manager's full name or enterprise ID.  Once ##### received this information, they were instructed to call back to complete the verification process and receive the TAP.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with accessing the Accenture email and the need for a temporary access password (TAP). 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, the summary could be slightly more complete by mentioning the specific error messages encountered and the steps taken by the agent to resolve the issue, such as the need to set up the Authenticator app and the temporary password being blocked. 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 main topic of the caller's issue with accessing their Accenture email and the Authenticator app. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the issue, the need for a temporary access password, and the requirement for manager verification. The summary also accurately describes the steps taken by the helpdesk agent and the instructions given to the caller.\n\nThe summary is complete, covering the main problems and resolutions discussed in the call transcript. It provides a fair description of the issues and the steps taken to resolve them.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (email access problems and Authenticator app setup)\n2. Accurately describes the solution process (need for TAP and manager verification)\n3. Includes important details like the wait time (40 minutes) and next steps\n4. Maintains logical flow from problem identification to resolution steps\n5. Accurately captures the final instructions given to the caller\n\nThe summary is concise while including all crucial information, maintains coherence throughout, and is factually accurate to the transcript. It effectively communicates both the technical issue and the procedural requirements for resolution. The only minor improvement could be mentioning that the temporary password the caller had was expired (mentioned in the transcript), but this isn't crucial to understanding the main flow of events.",
        "claude_score": 9.0
      }
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    "predicted_text": "The caller contacted the IT helpdesk regarding login issues with the company's MyT platform.  The automated system initially offered options for password reset, application support, and other services. However, a recorded message interrupted, explaining that MyT was experiencing performance issues and redirecting users to a phishing page.  The message assured callers that the IT team was working on the problem and that there was no need to submit additional support tickets. Despite reaching an agent briefly, the call disconnected before the caller could provide their personnel number.  The helpdesk was experiencing high call volume due to the widespread MyT issue.\n",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video... For Technology and Business Application Support, press 1.  For Mobile...\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 4: ####, may I have your personal number?  Sorry, I got a call back.  I apologize.  Thank you, though.  You're welcome.  Bye-bye.\n</call_transcript>\n<summary>\nThe caller contacted the IT helpdesk regarding login issues with the company's MyT platform.  The automated system initially offered options for password reset, application support, and other services. However, a recorded message interrupted, explaining that MyT was experiencing performance issues and redirecting users to a phishing page.  The message assured callers that the IT team was working on the problem and that there was no need to submit additional support tickets. Despite reaching an agent briefly, the call disconnected before the caller could provide their personnel number.  The helpdesk was experiencing high call volume due to the widespread MyT issue.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call transcript. It mentions the automated system options, the recorded message about MyT performance issues, and the high call volume. The summary is relevant, focusing on the main issue of the MyT platform's performance problems. It is coherent, with a clear structure and logical flow of ideas. However, there are minor inaccuracies: the transcript does not explicitly state that the call disconnected before the caller could provide their personnel number, and it does not mention that the caller reached an agent briefly. The summary is mostly complete but could be slightly more precise in describing the interaction with the agent.",
        "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 caller's issue with the MyT platform and the helpdesk's response. The summary has a clear structure, starting with the caller's issue, then explaining the helpdesk's message, and finally describing the outcome of the call. The information presented is accurate, matching the details provided in the call transcript. The summary is also complete, describing the main problem (the MyT issue) and the resolution (the IT team working on the problem and no need to submit additional tickets). The only minor issue is the mention of the call disconnecting before the caller could provide their personnel number, which is not entirely clear from the transcript. However, this does not significantly impact the overall quality of the summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call transcript:\n1. Conciseness: The summary efficiently condenses the interaction while maintaining essential details about the MyT platform issues.\n2. Relevance: All information included relates directly to the call flow and system issues.\n3. Coherence: The summary follows a logical progression from initial contact through the automated message to the brief agent interaction.\n4. Accuracy: The details match the transcript, including the MyT performance issues, phishing page redirect, and high call volume.\n5. Completeness: The summary covers all major points from the automated system options to the brief agent interaction and disconnection.\n\nMinor improvements could be made by being slightly more concise, as some details (like the specific menu options) could be condensed further. However, the summary effectively communicates the essential information while maintaining context and clarity.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "A new Accenture employee called IT support because they were unable to log into Teams on their phone or laptop, receiving a message that their account didn't exist or to contact an administrator.  The IT support representative informed the employee that their account was showing as a \"former employee.\"  The employee, who had just completed training and been assigned their first project on Friday, was advised to contact their HR or manager on Monday to have their account enabled.  The IT representative confirmed that only HR or the employee's manager could resolve the issue.  The employee expressed concern about missing onboarding meetings scheduled for Monday, and the representative reassured them that contacting HR would resolve the access problem.  The employee questioned if this situation was common, and the representative stated it sometimes occurred with contractors but not usually full-time employees.\n",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Dev...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, Press 3.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, Press 3.\nSpeaker 4: Thank you for calling CIO.  You're speaking with ######.  Can I have your Accenture email address or your employee ID?\nSpeaker 5: Yep.  #####.  ######### dot...\nSpeaker 4: #########.  #########.\nSpeaker 5: #########.\nSpeaker 4: #########.  Okay.\nSpeaker 5: Dot period and then ######.  #-#-#-#-#-#-#\nSpeaker 4: #-#-#?\nSpeaker 5: Yeah, # as in boy, #######.\nSpeaker 4: It's #######.  Okay, could you please tell me your full name?\nSpeaker 5: ###################.\nSpeaker 4: Okay, all right, #####, please tell me, how can I help you?\nSpeaker 5: I am having issues.  I was trying to just log on to my Teams today on my phone, and then it was not allowing me to do that, and it was saying that my account either didn't exist or was having to contact admin, and then I tried the same thing on my laptop, and I'm also not able to access that anymore, so I was trying to figure that\nSpeaker 4: out.  Okay, so #####, as I can see, your account is currently showing as a former employee.\nSpeaker 5: Okay, I just finished my training at the Q-Center on Friday.\nSpeaker 4: Okay, yeah, I can see that your account is currently disabled.  Not disabled, it is showing as a former employee.  So, #####, to enable your account, you need to just contact with your HR or your manager.  You just once check with them.  You're okay, so why we just can we please just come for me.  Are you a full-time employee or you are a contractor?\nSpeaker 5: I Know full-time employee.  I literally just got put on a project Friday.  Okay, my first project.\nSpeaker 4: Okay.  All right, #####.  Well, yeah, I understand.  Sorry for the inconvenience.  Oh, I can see that your account is currently showing as a former employee So you can just once check with your HR or your manager once.  okay, so they will help you to enable your account.\nSpeaker 5: Okay Okay, and then so I just have to probably contact them on Monday then?\nSpeaker 4: Yes, yes.\nSpeaker 5: Okay, and then they are able to give me access to my account again after I talk to my HR or manager?\nSpeaker 4: Yes, yes.  Only they have that access to enable your account.  so they can do that from there and we can enable that account.  Okay.\nSpeaker 5: Okay, so after I talk to my HR, they should be able to allow me access again to everything.\nSpeaker 4: Okay, all right.  Well, you can do that.  Okay?\nSpeaker 5: Okay, good.  I just want to make sure, because I have all my intro meetings and all my onboarding and everything on Monday, so I just want to make sure that I don't miss any of that, obviously.\nSpeaker 4: Yes, yes, yeah, yeah, I understand.  That's why I'm telling you.  Just once, just connect with your HR once and just tell them that your account is currently showing as a former employee.  You have checked with the support team and currently showing as your account is currently as former employee.  So they will only enable their account from there, okay?  They will enable it.\nSpeaker 5: Okay, okay, all right.  Well, okay, okay, I appreciate you.  Thank you.  All right, I'll reach out to them.  I guess, I guess Monday morning, probably, and figure that out.\nSpeaker 4: Yes, yes, well, you can do it.  Okay.  Is there anything else?  maybe I can help you?\nSpeaker 5: No, I don't, I guess not as now, I guess, until I figure this out, but I appreciate you.  Does this happen a lot?  Out of curiosity, does this happen to people that are joining new projects and stuff a lot?\nSpeaker 4: No, but maybe with the contractors, it happened, but with full-time employee it doesn't.  so that's why I'm telling you just once check with your HR or your manager once.\nSpeaker 5: okay okay all right sounds good all right.  I'll reach out to him.  thank you I appreciate you.\nSpeaker 4: okay all right.  well thank you have a great day.  bye bye bye.\n</call_transcript>\n<summary>\nA new Accenture employee called IT support because they were unable to log into Teams on their phone or laptop, receiving a message that their account didn't exist or to contact an administrator.  The IT support representative informed the employee that their account was showing as a \"former employee.\"  The employee, who had just completed training and been assigned their first project on Friday, was advised to contact their HR or manager on Monday to have their account enabled.  The IT representative confirmed that only HR or the employee's manager could resolve the issue.  The employee expressed concern about missing onboarding meetings scheduled for Monday, and the representative reassured them that contacting HR would resolve the access problem.  The employee questioned if this situation was common, and the representative stated it sometimes occurred with contractors but not usually full-time employees.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 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 summary correctly reflects the details of the conversation without introducing any false or misleading information. However, the summary could be slightly more complete by mentioning the employee's concern about missing onboarding meetings and the reassurance provided by the IT representative. 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 account and the resolution provided by the IT support representative. 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 and resolution, covering the employee's concerns about missing onboarding meetings and the representative's reassurance, thereby demonstrating completeness. Overall, the summary meets all the criteria effectively.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the key points without unnecessary details, maintaining brevity while being informative.\n2. Relevance: All information included directly relates to the core issue (account access problem) and its resolution.\n3. Coherence: The summary follows a logical flow from problem identification to solution, making it easy to follow.\n4. Accuracy: The details match the transcript precisely, including the timing (Friday training, Monday meetings), the error message, and the solution pathway.\n5. Completeness: It covers all crucial elements - the initial problem, the cause (account showing as \"former employee\"), the solution (contacting HR/manager), the employee's concerns about Monday meetings, and even includes the contextual detail about this issue being uncommon for full-time employees.\n\nThe only minor improvement could be mentioning that this was a new employee who had just completed training at the Q-Center specifically, but this detail isn't crucial to understanding the core issue and resolution.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "A team lead contacted IT support because their contractor agent, #####, was locked out of their laptop. The team lead had a RITM ticket from L1 support, but believed a CIO approval (INC ticket) was required.  The IT support agent confirmed an open ticket for a \"tap request\" requiring the team lead's manager's approval.  However, the approval request, sent via a Teams \"Workflows\" message, hadn't been received by the team lead or their usual Level 7 manager, ###############.  The IT agent initially stated the team lead (Level 10) wasn't authorized to approve, but eventually agreed to contact the unknown approving manager to request they contact the team lead directly with the ticket number so it could be forwarded to the locked-out agent.  The core issue was the approval request being sent to an unknown manager and the team lead needing that information to resolve their agent's laptop lockout.\n",
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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>\nA team lead contacted IT support because their contractor agent, #####, was locked out of their laptop. The team lead had a RITM ticket from L1 support, but believed a CIO approval (INC ticket) was required.  The IT support agent confirmed an open ticket for a \"tap request\" requiring the team lead's manager's approval.  However, the approval request, sent via a Teams \"Workflows\" message, hadn't been received by the team lead or their usual Level 7 manager, ###############.  The IT agent initially stated the team lead (Level 10) wasn't authorized to approve, but eventually agreed to contact the unknown approving manager to request they contact the team lead directly with the ticket number so it could be forwarded to the locked-out agent.  The core issue was the approval request being sent to an unknown manager and the team lead needing that information to resolve their agent's laptop lockout.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 of the locked-out laptop, the confusion over the ticket types (RITM vs. INC), and the need for manager approval. It also correctly identifies the problem with the approval request being sent to an unknown manager and the subsequent steps taken by the IT support agent.\n\nHowever, the summary could be improved in a few areas:\n1. It omits some details, such as the initial high call volume and the specific steps the IT agent took to resolve the issue.\n2. The summary could be more coherent by better structuring the sequence of events.\n3. The summary is mostly accurate but could be clearer about the specific roles and actions of the individuals involved.\n\nOverall, the summary is relevant and mostly accurate but could benefit from slight improvements in coherence and 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 core issue of the contractor agent's laptop lockout and the approval request. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly identifies the key points, such as the team lead's initial concern about the CIO approval, the IT support agent's confirmation of an open ticket, and the issue with the approval request being sent to an unknown manager.\n\nThe summary is also complete, providing a fair description of the main problems and resolutions. It highlights the team lead's concerns, the IT support agent's responses, and the eventual resolution of contacting the unknown approving manager.\n\nOverall, the summary is well-written, 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. Identifies the core issue (contractor locked out of laptop)\n2. Explains the ticket situation (RITM vs INC)\n3. Details the approval process complications\n4. Accurately describes the resolution path\n\nThe summary is concise while maintaining essential details and follows a logical flow. It accurately represents the conversation's progression and the final resolution agreement. The only minor weakness is that it could have mentioned the initial system announcement about performance issues with \"my key\" and \"gone fishing page\" for complete context.\n\nThe summary maintains coherence by clearly connecting the sequence of events and explaining relationships between different aspects (team lead's level, approval requirements, communication channels). It's particularly effective in explaining the complex approval routing issue and the final workaround solution. The language is clear and professional, avoiding unnecessary technical jargon while preserving important procedural details.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "a8e4d3d5-643d-492c-8751-ed3c45fc7f9c",
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    "predicted_text": "An employee called the IT helpdesk for assistance setting up a new work laptop.  The setup process stalled during the \"account setup\" phase, specifically at \"8 of 9 installed,\" and remained stuck for several hours.  The employee had already contacted L1 support and was given a ticket number (INC ########).  The helpdesk agent confirmed the issue wasn't related to a previous ticket concerning a different, old computer.  Despite the employee explaining they'd already completed the initial login steps, the agent seemed to have trouble understanding the problem.  The agent suggested a remote session, which wasn't possible due to the setup issue.  After confirming the asset tag, the agent advised the employee to wait for the installation to complete, estimating 3-4 hours.  The employee expressed frustration, having already waited an extended period.  A hard reset was performed, but the laptop began displaying updates. The agent created a new ticket (INC ##########) and ultimately advised the employee to wait for the updates to finish.  The agent then closed the ticket.\n",
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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>\nAn employee called the IT helpdesk for assistance setting up a new work laptop.  The setup process stalled during the \"account setup\" phase, specifically at \"8 of 9 installed,\" and remained stuck for several hours.  The employee had already contacted L1 support and was given a ticket number (INC ########).  The helpdesk agent confirmed the issue wasn't related to a previous ticket concerning a different, old computer.  Despite the employee explaining they'd already completed the initial login steps, the agent seemed to have trouble understanding the problem.  The agent suggested a remote session, which wasn't possible due to the setup issue.  After confirming the asset tag, the agent advised the employee to wait for the installation to complete, estimating 3-4 hours.  The employee expressed frustration, having already waited an extended period.  A hard reset was performed, but the laptop began displaying updates. The agent created a new ticket (INC ##########) and ultimately advised the employee to wait for the updates to finish.  The agent then closed the ticket.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 the laptop setup, the previous contact with L1 support, and the steps taken by the helpdesk agent. It is relevant and focuses on the main topic of the call. The structure is clear and easy to follow, making it coherent. 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 employee's request to send the ticket to their team and the agent's response to that request. 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 new laptop and the helpdesk agent's attempts to resolve the problem. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly conveys the information from the call transcript, including the employee's frustration and the agent's suggestions. However, there are some minor omissions, such as the agent's initial confusion about the issue and the employee's previous contact with L1 support.\n\nThe summary is mostly complete, covering the main problems and resolutions from the call transcript. However, it could be improved by including more details about the agent's initial confusion and the employee's previous attempts to resolve 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 identifies the main issue (new laptop setup stuck at 8/9 installations)\n2. Accurately describes the chronological flow of the conversation\n3. Includes relevant details like ticket numbers and previous L1 support contact\n4. Captures the communication challenges between agent and caller\n5. Documents both the attempted solutions (hard reset) and final outcome\n\nThe summary maintains good coherence, presenting events in a logical sequence. It's concise while including all crucial information. The accuracy is high, correctly representing both the technical issue and the interaction dynamics. Completeness is strong, covering the initial problem, troubleshooting attempts, and resolution (or lack thereof).\n\nMinor improvement could be made by including the specific timeframe mentioned (8-hour wait vs 3-4 hour estimate) more explicitly, but this doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "6d59deab-b3c0-442a-b669-3062b6ad5310",
    "train_trial_index": 0,
    "predicted_text": "The employee, ########, called the IT helpdesk to set up Microsoft Authenticator on a new phone after receiving a temporary one.  The helpdesk agent, after gathering ########'s information, initiated a remote session via 123rescue.com to guide them through the setup process.  Initially, there was a minor hiccup with running the downloaded file as administrator, but it was resolved by simply double-clicking.  The agent then guided ######## to scan a QR code with the Authenticator app, approve the verification, and enable phone sign-in using a temporary access passcode. After a brief password issue, the setup was successful, and the agent marked the ticket as resolved.\n",
    "base64_images": [],
    "stats": {
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, press 1.\nSpeaker 2: For mobile, please enter your 8-digit personnel number so we can locate your details if you are a contractor or do not know your personnel number.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 4: Hi again, this is ###### from CIO Service Desk.  May I have your personal number, please?\nSpeaker 5: Yep, my number is ##########.\nSpeaker 4: All right, #####.  Thank you for this information, and also can I ask for your enterprise ID?\nSpeaker 5: ############################.\nSpeaker 4: All right, thank you for this information, and also can I ask for your best callback number?\nSpeaker 5: Can you repeat that again?\nSpeaker 4: Can I ask for your best callback number, ########?\nSpeaker 5: Yeah, ############.\nSpeaker 4: All right, awesome.  Thank you for this information.  So how may I help you today, ########?\nSpeaker 5: I'm back to my new phone, my other phone with a temporary one, the last time I came in to set up authentication.  So I need help setting up the Microsoft Authenticator again.\nSpeaker 4: Okay, I see.  On your new device?\nSpeaker 5: Correct, yes.\nSpeaker 4: All right, I see.  Well, I do really understand your situation here, but don't worry, I will do my best to help you with this one.  So, by the way, may I ask, ########, do you have an access to your machine right now?\nSpeaker 5: Yes, I have my laptop and my phone in front of me.\nSpeaker 4: All right, awesome.  So for this one, ########, let's initiate a remote session so that I can guide you as well to set up your authenticator app, right?\nSpeaker 5: Okay, yeah.\nSpeaker 4: All right, so please open the browser for me and type 123rescue.com.\nSpeaker 5: Okay.  Okay, what is your pin code?\nSpeaker 4: All right, so the six-digit code will be 921450.  And then click for the start download.  After downloading it, Nicholas, go to your download folder.  You will see the file that you've been downloaded.  Kindly right-click the file for me.  Click for the show more options, then run as administrator.\nSpeaker 5: It wants me to put my admin username and password, but I don't have admin.\nSpeaker 4: Just open it.  Don't need to be run as admin.  Just open it.\nSpeaker 5: It's not letting me.\nSpeaker 4: Just double-click the file.\nSpeaker 5: Okay, hold on.  Okay, double-clicking worked.  The admin wasn't helping.\nSpeaker 4: No worries for that one.  Let me just connect that one here on my end.  All right, please click OK on your end as well.  All right, so please allow me to navigate your machine as well, OK?\nSpeaker 5: OK.\nSpeaker 4: Do you have your Authenticator app as well on your mobile device?\nSpeaker 5: Yes.\nSpeaker 4: OK, awesome.  So for this one, can you scan this QR code using your Authenticator app on your new device?\nSpeaker 5: Okay, just scanned it.\nSpeaker 4: Mm-hmm.  Are you able to scan it?\nSpeaker 5: Yeah, I already did.\nSpeaker 4: All right, awesome.  So please verify this one on your Authenticator app one second.  Let's wait for... Let's wait for the notifications for this one.  All right, please approve that one.\nSpeaker 5: Done.\nSpeaker 4: Okay, awesome.  For this one.\nSpeaker 5: I have to enable phone sign-in now?\nSpeaker 4: Yep, one second here.  All right, so you can click the enable phone sign-in.  And if it's asking for the temporary access passcode, please input this one.  The one that's a, the one which is highlighted.\nSpeaker 5: It says it's incorrect.  I'm going to try it again.  It says your account password is incorrect.\nSpeaker 4: Can you check for the use at that or a temporary access pass to sign in?\nSpeaker 5: Oh, yeah, I can do that.  Okay.  Yeah, yeah.\nSpeaker 4: All right, ######.\nSpeaker 5: Yeah, it's still loading.  The cursor thing is spinning right now.  All right.  And I think it's all good now.\nSpeaker 4: Mm-hmm.  Let me just check.  that's what I hear on my end.\nSpeaker 5: Okay.\nSpeaker 4: All right, it seems that you have enabled your phone sign-in on your Authenticator app.  So for this one, I will tag your ticket here as resolved, and upon the resolution of it, you will receive a survey via email, and your feedback is highly appreciated.  So thank you for calling CIO, #########, and have a wonderful day, all right?\nSpeaker 5: You too.  Thank you.  All right.  Bye-bye.  Bye-bye.  Bye-bye.\n</call_transcript>\n<summary>\nThe employee, ########, called the IT helpdesk to set up Microsoft Authenticator on a new phone after receiving a temporary one.  The helpdesk agent, after gathering ########'s information, initiated a remote session via 123rescue.com to guide them through the setup process.  Initially, there was a minor hiccup with running the downloaded file as administrator, but it was resolved by simply double-clicking.  The agent then guided ######## to scan a QR code with the Authenticator app, approve the verification, and enable phone sign-in using a temporary access passcode. After a brief password issue, the setup was successful, and the agent marked the ticket as resolved.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 setting up Microsoft Authenticator on a new phone, the remote session initiation, and the resolution steps. It maintains relevance by focusing on the key interactions and steps taken during the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the actual conversation and steps taken during the call. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific issue with the phishing page, which provides context for the call environment. Overall, it is a well-rounded summary with minor room for improvement in completeness.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of setting up Microsoft Authenticator on a new phone. The structure and flow of ideas are clear, making it easy to understand and follow, thus demonstrating coherence. The information presented is factually correct, with no false or misleading information, indicating accuracy. The summary provides a fair description of the main problem (setting up Microsoft Authenticator) and its resolution, including the minor hiccup and its solution, showing completeness. However, some minor details, such as the initial automated messages and the mention of performance issues with \"my key,\" are omitted, but these do not detract from the main topic or the resolution of the issue at hand.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Clearly states the purpose (setting up Microsoft Authenticator on new phone)\n2. Accurately describes the process (remote session, QR code scanning, phone sign-in setup)\n3. Includes relevant technical challenges (admin access issue and resolution)\n4. Maintains chronological flow of events\n5. Concludes with resolution status\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while including all crucial information. It's coherent, with a clear progression from problem identification to resolution. The information is accurate, matching the transcript without misrepresentation. The only minor omission is the initial system message about phishing issues, but this wasn't relevant to the main interaction. The summary successfully balances brevity with informativeness, making it highly effective for documentation purposes.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "a860ceda-266f-410c-a476-2568a9e3e1da",
    "train_trial_index": 0,
    "predicted_text": "A new Accenture contractor called the IT helpdesk to reset their password, which wasn't working.  The initial automated message mentioned high call volumes due to \"my key\" performance issues.  The agent, after confirming the contractor's details, explained that a ticket had already been raised and was awaiting manager approval.  The contractor stated they had no manager listed in their team and needed the issue resolved quickly as they were supposed to start work on Monday. The agent initially insisted on waiting for manager approval, explaining they were checking different levels of hierarchy within the system.  However, after the contractor reiterated their lack of a manager and the urgency of the situation, the agent agreed to check with subject matter experts (SMEs) about assigning the ticket directly to local tech support for in-person verification.  The contractor was told to wait for contact but could call back after an hour if nobody reached out.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1595.0,
      "num_output_tokens": 0.0,
      "inference_runtime": 4.231738090515137,
      "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... 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>\nA new Accenture contractor called the IT helpdesk to reset their password, which wasn't working.  The initial automated message mentioned high call volumes due to \"my key\" performance issues.  The agent, after confirming the contractor's details, explained that a ticket had already been raised and was awaiting manager approval.  The contractor stated they had no manager listed in their team and needed the issue resolved quickly as they were supposed to start work on Monday. The agent initially insisted on waiting for manager approval, explaining they were checking different levels of hierarchy within the system.  However, after the contractor reiterated their lack of a manager and the urgency of the situation, the agent agreed to check with subject matter experts (SMEs) about assigning the ticket directly to local tech support for in-person verification.  The contractor was told to wait for contact but could call back after an hour if nobody reached out.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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, the high call volumes, and the steps taken by the agent. It is relevant, focusing on the main topic of the password reset issue and the steps taken to resolve it. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. It is mostly accurate, but it incorrectly mentions \"my key\" performance issues instead of \"MyKey\" and omits the specific details about the hierarchical verification process. The summary is fairly complete, covering the main concerns and resolutions, but it could include more details about the hierarchical verification process and the agent's final instructions to the contractor.",
        "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 contractor's password reset issue and the steps taken to resolve it. The summary has a clear structure, making it easy to follow and understand, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the initial automated message, the contractor's situation, and the agent's actions. The summary also captures the main concerns (the contractor's inability to reset their password and the lack of a manager for approval) and the resolution (assigning the ticket to local tech support for in-person verification).\n\nHowever, the summary could be considered slightly incomplete as it does not mention the performance issues with \"my key\" affecting call volumes, which, although not central to the contractor's issue, provides context for the call environment.\n\nOverall, the summary effectively conveys the necessary information in a clear and concise manner, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: New contractor needing password reset\n2. System issues: Mentions \"my key\" performance problems\n3. Main problem: Password reset request stuck due to manager approval\n4. Complication: No clear manager in hierarchy\n5. Resolution attempt: Agent agreeing to check about direct local tech support assignment\n\nThe summary is concise while maintaining essential details, has good flow, and accurately represents the conversation's progression. It includes relevant background information and captures the urgency of the situation (needing to start Monday). The resolution and next steps are clearly stated.\n\nMinor improvement could be made by mentioning that this was a follow-up call (contractor mentions \"I had called earlier\"), but this doesn't significantly impact understanding. The summary maintains coherence while accurately representing both the problem and the attempted resolution. The chronological structure makes it easy to follow the interaction's progression.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "The Accenture employee, ######, called the IT helpdesk because they were unable to access company resources despite a successful login.  They received a message stating they didn't meet the criteria to access the resource. The helpdesk agent confirmed a conditional access/compliance issue on ######'s machine.  Due to this, remote technician intervention was required, estimated to take 30-60 minutes.  The agent guided ###### to download and run the \"123rescue\" application as administrator to initiate a remote session. After some troubleshooting steps with the application, the agent confirmed the remote session was initiated and transferred to a local technician, who would then contact ###### directly with further updates.\n",
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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>\nThe Accenture employee, ######, called the IT helpdesk because they were unable to access company resources despite a successful login.  They received a message stating they didn't meet the criteria to access the resource. The helpdesk agent confirmed a conditional access/compliance issue on ######'s machine.  Due to this, remote technician intervention was required, estimated to take 30-60 minutes.  The agent guided ###### to download and run the \"123rescue\" application as administrator to initiate a remote session. After some troubleshooting steps with the application, the agent confirmed the remote session was initiated and transferred to a local technician, who would then contact ###### directly with further updates.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with accessing company resources, the identified compliance issue, 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 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 and the specific instructions given by the agent regarding the \"123rescue\" application. Overall, the summary provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the primary issue of the Accenture employee's inability to access company resources. The summary has a clear structure, starting with the problem, then the diagnosis, and finally the steps taken to resolve the issue, making it coherent and easy to follow. The information presented is accurate, matching the details provided in the call transcript. The summary also provides a fair description of the main problem and the resolution, making it complete. However, some minor details, such as the initial automated messages and the employee's difficulty in finding the \"run as administrator\" option, 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. Accurately identifies the core issue (access problem despite successful login)\n2. Correctly states the cause (conditional access/compliance issue)\n3. Includes the solution process (remote technician intervention needed)\n4. Details the key steps taken (123rescue application download and remote session setup)\n5. Mentions the resolution path (transfer to local technician)\n\nThe summary is concise yet comprehensive, maintaining a logical flow of events. It focuses on relevant information while omitting unnecessary details like personnel numbers and small talk. It's accurate to the transcript and doesn't include any incorrect information. The only minor improvement could be mentioning the initial context about system-wide MyKey issues mentioned in the automated message, though this wasn't directly relevant to the specific case resolution.\n\nThe summary demonstrates strong coherence, moving logically from problem identification through troubleshooting to resolution path.",
        "claude_score": 9.0
      }
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    "predicted_text": "An Accenture employee, ##############, called the IT helpdesk after their computer unexpectedly shut down multiple times. Upon restarting, they encountered a BitLocker login issue with an incorrect password prompt.  The helpdesk agent, ###, collected the employee's personnel number, enterprise ID, and callback number.  After requesting and receiving a screenshot of the BitLocker screen via Teams, the agent advised the employee to reboot. The computer continued to shut down spontaneously.  However, the employee eventually regained access. The agent then closed the ticket, advising the employee to call back if the issue reoccurred.\n",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, telecom... To check if your account is passwordless, please visit go.accenture.com/gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.  Please enter your 8-digit personnel number so we can locate your details if you are a contractor or do not know your personnel.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.  All agents are currently assisting other callers.\nSpeaker 2: Hi, thank you for calling Accenture CIO.  This is ###, may I ask for your personal number, please?\nSpeaker 1: Hi.\nSpeaker 3: My name is ##############.  I'm sorry, did you just ask me a question?\nSpeaker 2: Yeah, I would like to ask for your personnel number or employee ID number.\nSpeaker 3: Oh, sure.  It's ###############.\nSpeaker 2: #####, okay.  Thank you so much for this.  Pulling it up, the information right now.  One second, please.  Okay, I would also like to ask for your enterprise ID or essential email.\nSpeaker 3: #############\nSpeaker 2: Okay, thank you for this one ######## and for your callback number.\nSpeaker 3: Callback number is ##########\nSpeaker 2: Okay, and so yes, how can I help you today?\nSpeaker 3: so I I was sitting here working on the computer, just wrapped up a call via Teams, and my computer just completely shut down.  I don't think it has anything to do with the battery because it's plugged in.  When I turned the computer back on, I tried to log on in BitLocker, and it's telling me that the password is incorrect, which is, I'm pretty confident that I'm putting in the correct password.  So, I'm just not sure what to do.\nSpeaker 2: Okay.  All right.  Thank you for that information, #######.  I would like to ask, by the way, can you take a picture or do you have access to Teams on your phone?\nSpeaker 3: I'm sorry, do I have access to Teams?  Yes, I do.\nSpeaker 2: Yeah.  Okay.  Can you take a picture of it and then send it to my Teams?  I'll ping you on Teams first.  I want to check the current status of your machine right now.\nSpeaker 3: Okay.  Sure.  I'm on Teams.\nSpeaker 2: Okay, I'll just wait for the picture.  Okay, you just want me to take a screenshot?\nSpeaker 3: Well, I'm just on the BitLocker page, like login page.\nSpeaker 2: So, there you go.  Okay.  Thank you.  Okay, and when you, oh wait, incorrect pin.  All right.  Can you try to restart again or reboot your machine?\nSpeaker 3: Sure.  Oh, why does it keep shutting?  It just keeps turning off automatically.  I'm not sure why it's doing that.\nSpeaker 2: Like it's completely shut down.\nSpeaker 3: Yeah, it like completely shut down.  I'm able to turn it back on, but again, it's just like, it'll just shut down by itself.  I just rebooted it.  Let me see if that works.\nSpeaker 2: Okay, able to get past BitLocker.  And how many times have shut down the machine?\nSpeaker 3: It's shut down at least three times since I've been on, since it first happened.  But I'm trying to relog.  I can't now.  I was able to get back in, so that is fine.  I think I'm okay now.  As long as it doesn't reboot again, I don't know.  That was just so weird.\nSpeaker 2: Okay.  For this one, okay.  For now, let's observe your machine first.  Okay, so since you were able to log in, we can, or is it okay if we can resolve the ticket first, and then if the issue persisted, maybe later or by the next day, kindly give us a call back so that we can reopen the ticket.\nSpeaker 3: Okay, sounds good.\nSpeaker 2: Okay, but yeah, rest assured a ticket will be made, but for now we'll just be tagging this one as resolved.  And then if issue persisting on the next day, it's still, you know, automatically shut down, give us a call back, okay?  So we can reopen.\nSpeaker 3: Okay.  Okay.\nSpeaker 2: Okay.  All right.  So anyways, thank you so much.  And yeah, have a good day.  Goodbye for now.  Thank you.\nSpeaker 3: Bye-bye.\n</call_transcript>\n<summary>\nAn Accenture employee, ##############, called the IT helpdesk after their computer unexpectedly shut down multiple times. Upon restarting, they encountered a BitLocker login issue with an incorrect password prompt.  The helpdesk agent, ###, collected the employee's personnel number, enterprise ID, and callback number.  After requesting and receiving a screenshot of the BitLocker screen via Teams, the agent advised the employee to reboot. The computer continued to shut down spontaneously.  However, the employee eventually regained access. The agent then closed the ticket, advising the employee to call back if the issue reoccurred.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 unexpected shutdowns, BitLocker login issue, and the steps taken by the helpdesk agent. It is relevant, focusing on the main issues and resolutions discussed during the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without any misleading content. However, it misses some minor details, such as the agent's request for a picture and the employee's initial confusion about the question. 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 computer shutting down and the subsequent BitLocker login problem. The summary has a clear structure, making it easy to follow and understand, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly reflects the events and details of the call transcript, including the actions taken by both the employee and the helpdesk agent. It also captures the main problem (the computer shutting down and BitLocker issue) and the resolution (the employee regaining access and the ticket being closed with advice to call back if the issue persists), thus achieving completeness.\n\nOverall, the summary meets all the criteria effectively, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Efficiently presents the main points without unnecessary details\n2. Relevance: Focuses on the core issues (computer shutdown and BitLocker problem) and their resolution\n3. Coherence: Well-structured narrative that flows logically from problem identification to resolution\n4. Accuracy: Correctly represents the sequence of events and the final outcome\n5. Completeness: Includes all essential elements - initial problem, troubleshooting steps, and resolution plan\n\nMinor improvements could include mentioning that the computer was plugged in when it shut down (ruling out battery issues) and that the shutdown occurred right after a Teams call. However, these are secondary details, and their omission doesn't significantly impact the summary's quality. The summary successfully captures the essence of the interaction while maintaining clarity and brevity.",
        "claude_score": 9.0
      }
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    "predicted_text": "The Accenture employee, ####, called the IT helpdesk because they couldn't log in to their laptop.  While the helpdesk experienced high call volume due to a \"myKey\" issue redirecting users to a phishing page, ####'s problem seemed unrelated.  They could log in on their mobile phone but not their laptop.  After resetting their password multiple times via their mobile at the agent's instruction, the laptop login still failed with an \"incorrect password\" message, even when using the on-screen keyboard.  The agent suggested switching to a hotspot network, waiting 30 minutes, and performing a hard reboot.  Since the issue persisted, the agent escalated the ticket to local tech support for in-person assistance, as remote access was impossible without login credentials.  The employee stressed the urgency due to an impending weekend deployment.\n",
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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>\nThe Accenture employee, ####, called the IT helpdesk because they couldn't log in to their laptop.  While the helpdesk experienced high call volume due to a \"myKey\" issue redirecting users to a phishing page, ####'s problem seemed unrelated.  They could log in on their mobile phone but not their laptop.  After resetting their password multiple times via their mobile at the agent's instruction, the laptop login still failed with an \"incorrect password\" message, even when using the on-screen keyboard.  The agent suggested switching to a hotspot network, waiting 30 minutes, and performing a hard reboot.  Since the issue persisted, the agent escalated the ticket to local tech support for in-person assistance, as remote access was impossible without login credentials.  The employee stressed the urgency due to an impending weekend deployment.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the login issue, the steps taken to resolve it, and the escalation to local tech support. It is relevant, focusing on the main problem and the attempted solutions. The structure is clear and easy to follow, making it coherent. The information is accurate, reflecting the key details from the transcript without introducing any false or misleading information. However, it misses some minor details, such as the specific error messages and the exact troubleshooting steps, which could have provided a more complete picture. 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 employee's login issue and the steps taken to resolve it. 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 in the call transcript, which ensures accuracy. The summary provides a fair description of the main problem (the employee's inability to log in to their laptop) and the attempted resolutions (password resets, network changes, and escalation to local tech support), achieving completeness. The only minor improvement could be adding the initial automated messages about the high call volume due to the \"myKey\" issue, but this is not crucial to the main problem at hand.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: Mentions high call volume and myKey phishing issue\n2. Core problem: Login issues on laptop but mobile works\n3. Troubleshooting steps: Password resets, on-screen keyboard attempt\n4. Resolution: Escalation to local tech support\n5. Urgency: Weekend deployment mentioned\n\nThe summary is concise yet comprehensive, maintaining relevance throughout. It follows a logical flow from problem identification through attempted solutions to final resolution. The information is accurate to the transcript, correctly representing both the user's situation and the agent's responses. It includes important details like the contrast between mobile and laptop access, and the reason for escalation (inability to remote access).\n\nMinor improvement could be made by mentioning the suggestion for using a LAN cable as an alternative to hotspot, but this doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "a4130e89-59cd-4848-86f2-5c9fb86ed5e4",
    "train_trial_index": 0,
    "predicted_text": "The caller needs to set up multi-factor authentication (MFA) but cannot access their Accenture email or Teams account.  The helpdesk agent, after collecting the caller's personnel ID, enterprise ID, and callback number, determines they need a temporary access passcode.  Because the caller lacks access to company systems, the agent sends an \"adaptive card\" to the caller's manager for approval.  The caller must contact the helpdesk again within 48 hours of manager approval (or within 72 hours if the ticket is closed) with the incident number provided by their manager. If the manager doesn't respond within 48 hours, the ticket will be escalated to local tech support.  The call began with an automated message and a hold message regarding high call volume due to issues with a \"gone phishing\" page redirect.\n",
    "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>\nThe caller needs to set up multi-factor authentication (MFA) but cannot access their Accenture email or Teams account.  The helpdesk agent, after collecting the caller's personnel ID, enterprise ID, and callback number, determines they need a temporary access passcode.  Because the caller lacks access to company systems, the agent sends an \"adaptive card\" to the caller's manager for approval.  The caller must contact the helpdesk again within 48 hours of manager approval (or within 72 hours if the ticket is closed) with the incident number provided by their manager. If the manager doesn't respond within 48 hours, the ticket will be escalated to local tech support.  The call began with an automated message and a hold message regarding high call volume due to issues with a \"gone phishing\" page redirect.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 need for MFA setup, the lack of access to company systems, and the steps taken by the helpdesk agent. It includes relevant details such as the collection of personnel ID, enterprise ID, and callback number, and the process involving the adaptive card sent to the manager. The structure and flow are clear, making it easy to understand. The summary is accurate and does not contain misleading information. However, it could be slightly more complete by mentioning the specific issue with the \"gone phishing\" page redirect that caused high call volume, which is a significant context for the call. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the caller's issue with setting up MFA and the helpdesk agent's resolution. The summary has a clear structure, starting with the caller's problem and then describing the agent's actions, 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 problems and resolutions, covering the key points of the call. However, some minor details, such as the initial automated messages, are included but not essential to the main issue. Overall, the summary is well-written and effectively conveys the necessary information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (MFA setup) and context (no access to systems)\n2. Includes relevant details about the process (adaptive card, manager approval, timeframes)\n3. Maintains logical flow from problem identification to solution steps\n4. Accurately represents the conversation and resolution path\n5. Includes relevant background context about system issues from the automated message\n\nThe summary is concise while retaining all crucial information. It's well-structured, moving from the core problem to the solution process. The information is accurate, matching the transcript without misrepresentation. It's complete, covering both the immediate problem and the resolution steps.\n\nMinor improvement could be made by being more explicit about what an \"adaptive card\" is, as this term might not be clear to all readers. However, this is a minor point in an otherwise excellent summary.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "f9b473e2-15af-4de3-83f4-0e5ac55a38fe",
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    "predicted_text": "An employee, ######, contacted the IT Service Desk because they couldn't download applications, specifically Cisco AnyConnect VPN, onto their new work laptop.  The support agent, ######, initiated a remote session using 123rescue.com to troubleshoot.  The employee experienced difficulties connecting to the remote session, requiring multiple attempts and code entries.  The agent discovered the employee lacked VPN access and administrator permissions on the device, preventing the VPN installation.  A missing security policy called \"Vecto\" was also identified as a potential issue.  The agent escalated the issue to Level 2 support, who took control of the remote session. The call concluded with the agent informing the employee that the resolution might take up to 30 minutes and that they could communicate further via the remote session's chat.\n",
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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>\nAn employee, ######, contacted the IT Service Desk because they couldn't download applications, specifically Cisco AnyConnect VPN, onto their new work laptop.  The support agent, ######, initiated a remote session using 123rescue.com to troubleshoot.  The employee experienced difficulties connecting to the remote session, requiring multiple attempts and code entries.  The agent discovered the employee lacked VPN access and administrator permissions on the device, preventing the VPN installation.  A missing security policy called \"Vecto\" was also identified as a potential issue.  The agent escalated the issue to Level 2 support, who took control of the remote session. The call concluded with the agent informing the employee that the resolution might take up to 30 minutes and that they could communicate further via the remote session's chat.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with downloading applications, specifically the Cisco AnyConnect VPN, and the steps taken by the support agent. The summary is relevant, focusing on the key issues and actions taken during the call. It is coherent, with a clear structure and flow of ideas that make it easy to understand. The information is accurate, reflecting the details of the call transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific troubleshooting steps taken by the agent, such as asking the employee to restart the device and checking for the download files. Overall, the summary 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 problem with downloading applications and the support agent's attempts to resolve the issue. The summary has a clear structure, making it easy to understand and follow. The information is factually correct, accurately reflecting the events and conversations in the call transcript. However, the summary could be improved by providing a clearer resolution or outcome, as the current summary ends somewhat abruptly with the agent informing the employee that the resolution might take up to 30 minutes. Despite this, the summary provides a fair description of the main problems and steps taken to address them.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (inability to download apps/VPN)\n2. Accurately describes the troubleshooting steps taken (remote session attempts)\n3. Correctly identifies the root causes (lack of VPN access and admin permissions)\n4. Includes the resolution path (escalation to Level 2)\n5. Maintains chronological flow and logical structure\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while including all crucial information. It accurately represents the conversation without misrepresenting facts. The language is clear and professional.\n\nMinor improvements could include:\n- Mentioning that the device was recently received (1 week ago)\n- Including that the local technology team had previously identified issues with policy pushing\n- Noting that the employee works with a hospital client\n\nHowever, these are secondary details, and their omission doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
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    "predicted_text": "An Accenture employee called the service desk experiencing issues with Microsoft Teams and email.  They were receiving a \"sign in again\" message and their emails were stuck in the outbox.  The service desk agent, after taking the employee's details, initiated a remote session via 123rescue.com to troubleshoot the issue. The employee had two laptops \u2013 an old one and a new one.  The old laptop had previously been remediated for compliance issues, but the problems persisted. The agent suspected a conditional access issue related to the old laptop was affecting the new one.  The agent initiated a second remote session on the new laptop, promising to escalate to Level 2 support and update the employee via the remote session chat box or Microsoft Teams. The employee expressed frustration with previous unsuccessful attempts to fix the issue.\n",
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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>\nAn Accenture employee called the service desk experiencing issues with Microsoft Teams and email.  They were receiving a \"sign in again\" message and their emails were stuck in the outbox.  The service desk agent, after taking the employee's details, initiated a remote session via 123rescue.com to troubleshoot the issue. The employee had two laptops \u2013 an old one and a new one.  The old laptop had previously been remediated for compliance issues, but the problems persisted. The agent suspected a conditional access issue related to the old laptop was affecting the new one.  The agent initiated a second remote session on the new laptop, promising to escalate to Level 2 support and update the employee via the remote session chat box or Microsoft Teams. The employee expressed frustration with previous unsuccessful attempts to fix the issue.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issues with Microsoft Teams and email, the remote session initiation, and the involvement of two laptops. It is relevant, focusing on the main topic of the call. The structure is clear and easy to follow, making it coherent. The information is accurate, reflecting the details from the transcript without any false or misleading information. However, the summary could be more complete by mentioning the specific steps taken during the remote session and the employee's frustration with previous attempts more explicitly. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issues with Microsoft Teams and email, and the service desk agent's attempts to troubleshoot the problem. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary appears to be factually correct, matching the information presented in the call transcript. However, it does omit some details, such as the employee's previous interactions with the service desk and the specific error messages they encountered.\n\nRegarding completeness, the summary provides a fair description of the main problems and resolutions, but could be improved by including more details about the proposed solution and next steps.\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 issues (Teams sign-in and email problems)\n2. Correctly describes the situation with two laptops and previous remediation attempts\n3. Captures the service desk's troubleshooting steps via 123rescue.com\n4. Notes the conditional access issue and escalation plan\n5. Includes the employee's frustration with previous attempts\n\nThe summary is concise while maintaining essential details and follows a logical flow from problem identification to attempted resolution. It's coherent and easy to follow.\n\nMinor improvements could include:\n- Mentioning the specific compliance-related apps (AirFox and MyID)\n- Including that the agent promised to work on both laptops simultaneously\n- Noting that the employee was concerned about spending another two hours troubleshooting\n\nHowever, these are minor details, and the summary effectively captures the core interaction and resolution plan.",
        "claude_score": 9.0
      }
    }
  },
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    "train_trial_index": 0,
    "predicted_text": "The caller contacted the company's IT helpdesk regarding technical support.  The automated system offered various options, including password reset, application support, and video conferencing assistance.  However, before the caller could select an option or speak to a live agent, an automated message announced high call volume due to widespread \"my key\" login issues redirecting users to a phishing page.  The message assured callers that the IT team was working on the problem and that there was no need to report the issue further. Despite this, the caller remained on hold and was eventually connected to a live agent who requested their personnel number.\n",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 0.0,
      "inference_runtime": 3.0628550052642822,
      "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>\nThe caller contacted the company's IT helpdesk regarding technical support.  The automated system offered various options, including password reset, application support, and video conferencing assistance.  However, before the caller could select an option or speak to a live agent, an automated message announced high call volume due to widespread \"my key\" login issues redirecting users to a phishing page.  The message assured callers that the IT team was working on the problem and that there was no need to report the issue further. Despite this, the caller remained on hold and was eventually connected to a live agent who requested their personnel number.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call transcript, including the automated system options, the high call volume due to \"my key\" login issues, and the eventual connection to a live agent. It is relevant and focuses on the key issues discussed in the transcript. The structure and flow are coherent, making it easy to follow. However, there are minor inaccuracies: the term \"gone phishing page\" is misrepresented as \"phishing page,\" and the summary implies the caller selected an option, which is not explicitly stated in the transcript. Despite these minor issues, the summary is mostly accurate and complete.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the caller's interaction with the IT helpdesk and the issue with the \"my key\" login. The summary has a clear structure, starting with the caller's initial contact and ending with their connection to a live agent, 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 provide a resolution to the caller's issue, but this is due to the nature of the transcript, which does not include the resolution. 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 transcript:\n1. Accurately describes the initial automated menu options\n2. Correctly mentions the system announcement about \"my key\" login issues\n3. Properly notes the connection to a live agent at the end\n4. Maintains good flow and logical progression of events\n5. Effectively conveys the main technical issue and response\n\nHowever, there are a few minor areas for improvement:\n- Could be slightly more concise by reducing details about menu options\n- The transition between the automated message and hold period could be smoother\n- The summary implies a continuous narrative, while the transcript shows discrete automated messages\n\nOverall, the summary is accurate, relevant, and provides a complete picture of the interaction while maintaining coherence. The minor issues don't significantly impact the summary's effectiveness in conveying the essential information from the transcript.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "6694959b-65b7-4c3a-8b70-9eb36afc10bc",
    "train_trial_index": 0,
    "predicted_text": "An employee called the IT helpdesk about a \"non-compliant device\" pop-up on their computer, despite their device showing as compliant.  The helpdesk agent, ####in, confirmed the employee's details and initiated a Teams chat for clearer communication and screenshots.  The agent discovered discrepancies in the compliance status and informed the employee that remediation by a level two technician was required to prevent account disablement.  The employee was instructed to download a remote access tool (123rescue.com, later provided via Teams link) and run it as administrator.  The agent then prepared to transfer the employee to the technician via the remote session chat, ending the call.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1361.0,
      "num_output_tokens": 0.0,
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      "num_train_instances": 0.0,
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as... 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>\nAn employee called the IT helpdesk about a \"non-compliant device\" pop-up on their computer, despite their device showing as compliant.  The helpdesk agent, ####in, confirmed the employee's details and initiated a Teams chat for clearer communication and screenshots.  The agent discovered discrepancies in the compliance status and informed the employee that remediation by a level two technician was required to prevent account disablement.  The employee was instructed to download a remote access tool (123rescue.com, later provided via Teams link) and run it as administrator.  The agent then prepared to transfer the employee to the technician via the remote session chat, ending the call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 pop-up, the steps taken by the helpdesk agent, and the resolution involving a level two technician. 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 is also accurate, reflecting the details from the transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial steps of confirming the employee's details and the callback number, which are part of the process. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee's non-compliant device issue. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the employee's issue, the helpdesk agent's actions, and the resolution. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nThe only potential improvement could be to include more specific details about the discrepancies in the compliance status, but overall, the summary provides a clear and accurate representation of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Accurately presents the initial problem (non-compliant device popup despite showing as compliant)\n2. Includes the verification process and shift to Teams communication\n3. Correctly describes the agent's discovery of compliance discrepancies\n4. Details the solution path (level two technician intervention)\n5. Accurately describes the remote access setup process\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution steps. It includes all relevant technical details without unnecessary information. The language is clear and professional, making it easy to understand the sequence of events.\n\nThe only minor improvement could be mentioning that the technician would communicate through the chat box after transfer, but this is a relatively minor detail in the overall interaction.\n\nThe summary achieves an excellent balance between brevity and completeness while maintaining accuracy throughout.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "370ccf07-344f-4f1e-b0a1-98837d79518c",
    "train_trial_index": 0,
    "predicted_text": "An employee, ######, contacted Accenture's IT helpdesk regarding a security policy non-compliance pop-up (Policy 56) on their newly received laptop after a company acquisition.  The helpdesk agent confirmed the non-compliance and explained that remote remediation was required. Due to unavailability of the remote tech team, the remediation was scheduled for Monday after 2 PM Eastern Time, specifically around 3 PM. The employee confirmed their availability and was assured that the remote tech team would contact them on Monday.  The call also briefly mentioned a high call volume due to ongoing \"myKey\" performance issues causing a \"gone fishing\" page redirect.\n",
    "base64_images": [],
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  when users attempt to log in They are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other costs.\nSpeaker 4: Hi, good day.  This is ##### from CIO Service Desk.  May I have your personal number, please?\nSpeaker 5: I don't know.\nSpeaker 4: I don't know it.  No worries for that one.  How about your enterprise ID, like your essential email address?\nSpeaker 5: ###################### dot ######## ###############.\nSpeaker 4: All right.  Thank you for this information, #######.  And also, can I ask for your best callback number?  ############.\nSpeaker 5: All right.\nSpeaker 4: Awesome.  Thank you for this information.  So, I'm going to hop it to you, #######.\nSpeaker 5: All right.  So, we were part of an acquisition, and we just got all of our new laptops.  And mine is all set up, and I've been using it for a couple of days.  I keep getting a pop-up that says my device is noncompliant with Accenture Security Policy 56. and to contact technology support to avoid losing access to Accenture tools.\nSpeaker 4: Okay, I see.  Well, I don't really understand your situation here, but don't worry, I will do my best to help you with this one.  So, for this one, #######, let me go ahead and check your account here on my end, all right?  So, can you give me one to two minutes?  Let me just check this one.  Sure, sure.  All right.  One moment, please.  Thank you so much for patiently waiting, #######.  So for this one, upon checking here on my end, it seems that your machine is not compliant.  So what we're going to do here is we need to remediate your machine.  But upon checking here on our end, there's no available remote tech team to do the remediation of your machine.  Is it okay if I can schedule you by Monday for this one?\nSpeaker 5: As long as I don't lose... Yeah, that's fine.  As long as I have access tonight.\nSpeaker 4: I see.  Well, so for this one, can I ask for your available time on Monday?  We do have 8 a.m.  Eastern time after 7 p.m.  Eastern time.\nSpeaker 5: I guess anytime after 2 is fine.  After 2 p.m.  Eastern.  Anytime after 2 p.m.  Eastern.\nSpeaker 4: All right.  So I'll be assigning your remediation around 3 p.m.  Eastern Time.  Is that okay with you?\nSpeaker 5: Okay.\nSpeaker 4: All right.  Awesome.  So for this one, our remote tech team are going to reach you out regarding for this one, for the remediation.  All right?\nSpeaker 5: Okay.\nSpeaker 4: All right.  So thank you for calling CIO, and have a wonderful day.\nSpeaker 5: All right.  Thank you.  Bye.\nSpeaker 4: All right.\n</call_transcript>\n<summary>\nAn employee, ######, contacted Accenture's IT helpdesk regarding a security policy non-compliance pop-up (Policy 56) on their newly received laptop after a company acquisition.  The helpdesk agent confirmed the non-compliance and explained that remote remediation was required. Due to unavailability of the remote tech team, the remediation was scheduled for Monday after 2 PM Eastern Time, specifically around 3 PM. The employee confirmed their availability and was assured that the remote tech team would contact them on Monday.  The call also briefly mentioned a high call volume due to ongoing \"myKey\" performance issues causing a \"gone fishing\" page redirect.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 security policy non-compliance and the scheduled remediation. It is relevant, focusing on the main topic of the call, which is the employee's issue with their laptop. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. It is accurate, correctly reflecting the details of the call, such as the non-compliance issue, the scheduling of the remediation, and the mention of high call volume due to \"myKey\" performance issues. However, the mention of the \"myKey\" issue might be considered slightly less relevant to the main topic of the call, which is the employee's specific problem. 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 employee's concern about the security policy non-compliance pop-up and the helpdesk's response. 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. The summary also captures the main problem (security policy non-compliance) and the resolution (scheduling remediation for Monday), making it complete. The only additional detail included is the mention of the high call volume due to \"myKey\" performance issues, which is brief and does not detract from the main topic. Overall, the summary effectively conveys the essential information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Maintains brevity while covering essential points about the security compliance issue and resolution.\n2. Relevance: Focuses on the main issue (Policy 56 non-compliance) and its resolution (scheduled remediation).\n3. Coherence: Well-structured, following a logical flow from problem identification to solution.\n4. Accuracy: Correctly represents the conversation details, including specific timing (3 PM Eastern) and context (post-acquisition laptop).\n5. Completeness: Includes both the primary issue and background context about myKey issues.\n\nMinor improvements could include:\n- Could have mentioned that the employee was concerned about losing access to Accenture tools\n- Could have specified that the remote tech team would handle the remediation\n\nOverall, the summary effectively captures the essential elements while maintaining clarity and accuracy.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "75c76ec5-f59c-40f8-983a-55d02586f771",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk regarding login issues with myT.  The automated system presented several options, and the employee selected the option for Technology and Business Application Support.  However, before reaching an agent, the employee heard a recorded message explaining that myT was experiencing performance issues, redirecting users to a phishing page, and that the IT team was working on a resolution.  Despite this message, the employee remained on hold, eventually connecting with a helpdesk agent who requested their personnel number.  The employee provided their personnel number, though there was a slight difficulty in communication. The call ended before the issue could be fully addressed.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 455.0,
      "num_output_tokens": 0.0,
      "inference_runtime": 3.2308082580566406,
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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, 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>\nAn Accenture employee called the IT helpdesk regarding login issues with myT.  The automated system presented several options, and the employee selected the option for Technology and Business Application Support.  However, before reaching an agent, the employee heard a recorded message explaining that myT was experiencing performance issues, redirecting users to a phishing page, and that the IT team was working on a resolution.  Despite this message, the employee remained on hold, eventually connecting with a helpdesk agent who requested their personnel number.  The employee provided their personnel number, though there was a slight difficulty in communication. The call ended before the issue could be fully addressed.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call, including the login issues with myT, the automated system options, the recorded message about the phishing page, and the interaction with the helpdesk agent. However, it inaccurately states that the employee selected the option for Technology and Business Application Support, which is not explicitly mentioned in the transcript. The summary also implies that the call ended before the issue was fully addressed, but the transcript does not provide enough information to confirm this. The summary is coherent and easy to follow, but it lacks completeness in detailing the exact sequence of events and the specific options chosen by the caller. Overall, the summary is mostly accurate but has minor inaccuracies and omissions.",
        "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 myT and the helpdesk's response. The summary has a clear structure, starting with the employee's call, the automated message, and then the interaction with the helpdesk agent, making it coherent and easy to follow. The summary is accurate, matching the information provided in the call transcript. However, the completeness of the summary could be improved, as it does not mention the initial automated options presented to the employee in detail, and the resolution of the issue is not fully addressed, mainly because the call ended before it could be resolved.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the initial menu navigation\n2. Correctly mentions the myT login issues and phishing page problem\n3. Properly notes the recorded message about ongoing issues\n4. Accurately describes the eventual connection with an agent\n5. Maintains chronological flow and logical structure\n\nThe summary is concise while including relevant details, and maintains coherence throughout. It accurately reflects the sequence of events and the nature of the technical issue. The language is clear and professional.\n\nMinor improvements could be made by:\n1. Mentioning that this was part of a broader system issue affecting multiple users\n2. Including the detail about no need to log additional tickets\n3. Noting the \"high call volume\" warning\n\nHowever, these are minor omissions that don't significantly impact the summary's quality. The summary successfully balances detail with brevity while maintaining accuracy and relevance.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "ae5a0b4e-6e8d-4b79-a5c9-745059214e8f",
    "train_trial_index": 0,
    "predicted_text": "The employee, #####, called the IT helpdesk to retrieve their license ID for Alteryx software, which had been previously approved.  After initial troubleshooting and a remote session, the helpdesk agent, #####, was unable to locate the license information. While the agent placed ##### on hold to consult with the support team, ##### found the product key from November in their case history.  The issue shifted to downloading the Alteryx Designer software.  While the agent prepared to involve a technician, ##### successfully located the download link and began the download process.  The call ended with the agent closing the ticket as resolved since ##### was able to initiate the download independently.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1516.0,
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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 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>\nThe employee, #####, called the IT helpdesk to retrieve their license ID for Alteryx software, which had been previously approved.  After initial troubleshooting and a remote session, the helpdesk agent, #####, was unable to locate the license information. While the agent placed ##### on hold to consult with the support team, ##### found the product key from November in their case history.  The issue shifted to downloading the Alteryx Designer software.  While the agent prepared to involve a technician, ##### successfully located the download link and began the download process.  The call ended with the agent closing the ticket as resolved since ##### was able to initiate the download independently.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 retrieval of the Alteryx license ID and the subsequent download issue. It maintains relevance by sticking to the main topic without extraneous details. The structure is coherent, with a clear flow from the initial problem to the resolution. However, there are minor inaccuracies: the agent did not explicitly state they were unable to locate the license information, and the summary omits the agent's multiple holds and the remote session details. Despite these, the summary captures the essence of the call and the resolution process, making it fairly 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 remains relevant to the topic, focusing on the employee's issue with retrieving their Alteryx software license ID and the subsequent resolution. The summary's structure is coherent, making it easy to follow the sequence of events. The information presented is accurate, reflecting the details from the call transcript without introducing false or misleading information. The summary also provides a complete description of the main problem and its resolution, covering the initial issue, the steps taken during the call, and the final outcome. 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 interaction:\n1. Clearly states the initial problem (retrieving Alteryx license)\n2. Shows the progression of the issue (from license retrieval to software download)\n3. Accurately describes the resolution (user finding download independently)\n4. Maintains chronological flow and logical coherence\n5. Includes relevant details while omitting unnecessary technical steps\n\nThe summary is concise yet comprehensive, avoiding redundant information while maintaining all crucial points. It accurately reflects the interaction between the agent and caller, including the attempted solutions and final outcome. The language is clear and professional.\n\nMinor improvement could be made by mentioning that the product key was found in the user's screen sharing demonstration, which would add helpful context to how the situation evolved.\n\nOverall, the summary meets all evaluation criteria with high marks, with only minimal room for improvement in contextual details.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "9bd08c4c-bfcb-4d57-a144-81816a95798e",
    "train_trial_index": 0,
    "predicted_text": "##### called the IT helpdesk regarding a mobile device return, initially prompted by a previous, unresolved ticket.  The automated system announced high call volume due to a \"gone fishing\" login error.  ##### reached agent ##### and provided their personnel and enterprise IDs.  They were in the process of filling out a device return form online while on the call, unsure of certain fields like \"Total Recurring Cost.\"  The agent couldn't guide them through the form specifics as it was managed by the mobile communications team.  ##### ultimately completed the form successfully and expected a confirmation email. The agent confirmed they would update the existing ticket to reflect the call and resolution.\n",
    "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, 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##### called the IT helpdesk regarding a mobile device return, initially prompted by a previous, unresolved ticket.  The automated system announced high call volume due to a \"gone fishing\" login error.  ##### reached agent ##### and provided their personnel and enterprise IDs.  They were in the process of filling out a device return form online while on the call, unsure of certain fields like \"Total Recurring Cost.\"  The agent couldn't guide them through the form specifics as it was managed by the mobile communications team.  ##### ultimately completed the form successfully and expected a confirmation email. The agent confirmed they would update the existing ticket to reflect the call and resolution.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 caller's issue with returning a mobile device, and the interaction with the agent. It is relevant, focusing on the key aspects of the call. The coherence is good, with a logical flow of events from the initial problem to the resolution. The accuracy is mostly correct, but it misses some details like the specific issues the caller faced while filling out the form and the agent's inability to provide certain information. The completeness is adequate but could be improved by including more specifics about the caller's difficulties and the agent's limitations. Overall, the summary provides a fair description but lacks some finer 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 caller's issue with returning a mobile device and the resolution. The summary has a clear structure, making it easy to follow and understand, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the caller's actions and the agent's responses. It also captures the main problem (the caller's need to return a mobile device and uncertainty about certain fields in the return form) and the resolution (the caller's successful completion of the form and the agent's update of the existing ticket).\n\nThe summary is complete in that it covers all the key points of the conversation, including the initial issue, the caller's interaction with the agent, and the outcome.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the purpose (mobile device return)\n2. Notes the system announcement about high call volume\n3. Includes the ID verification process\n4. Describes the main interaction regarding the form completion\n5. Mentions the resolution (form completed successfully)\n\nThe summary is concise while maintaining essential details and follows a logical flow. It accurately represents the conversation without adding incorrect information. However, there are minor areas for improvement:\n- Could have mentioned that the caller initially had trouble but resolved it before the call (\"Now while I was calling I was trying certain things And it opened up\")\n- Could have been clearer about the shipping method question (overnight shipping)\n- The \"gone fishing\" login error context could have been more clearly separated from the caller's actual issue\n\nOverall, the summary achieves its main goals with only minor omissions, maintaining good balance between brevity and completeness.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "b3844097-7d59-4b96-a945-139f0e28067d",
    "train_trial_index": 0,
    "predicted_text": "A new Accenture hire called the IT helpdesk to obtain their employee ID and password, lacking any credentials.  They encountered a \"gone fishing\" error message when attempting online resources.  The helpdesk agent, after learning the caller was a new hire without a personnel number, transferred them to the \"PeopleLine\" (HR department).  The automated PeopleLine system presented various HR options, which the automated system seemingly struggled to understand the caller's input.  Finally, the call connected to a representative, but the transcript ends with an automated message about benefit phone numbers, suggesting the new hire was still navigating the phone system to reach the correct HR contact.\n",
    "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.\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>\nA new Accenture hire called the IT helpdesk to obtain their employee ID and password, lacking any credentials.  They encountered a \"gone fishing\" error message when attempting online resources.  The helpdesk agent, after learning the caller was a new hire without a personnel number, transferred them to the \"PeopleLine\" (HR department).  The automated PeopleLine system presented various HR options, which the automated system seemingly struggled to understand the caller's input.  Finally, the call connected to a representative, but the transcript ends with an automated message about benefit phone numbers, suggesting the new hire was still navigating the phone system to reach the correct HR contact.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 lack of credentials, the \"gone fishing\" error, and the transfer to the PeopleLine. However, it misses some details, such as the specific steps the caller took and the exact nature of the automated system's responses. The summary is relevant and coherent, with a clear structure and flow. It accurately reflects the main events of the call but could be more complete by including the repeated prompts and the final automated message about benefits. Overall, it provides a fair description but lacks 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 caller's issue and the helpdesk's response. The summary has a clear structure, starting with the caller's problem and following through to the attempted resolution, making it coherent and easy to understand.\n\nThe summary is accurate, correctly stating the caller's issue, the \"gone fishing\" error message, and the transfer to the PeopleLine department. However, it does not provide a complete resolution to the caller's issue, as the transcript ends before the caller reaches the correct HR contact. Despite this, the summary provides a fair description of the main problems and attempted resolutions.\n\nOverall, the summary effectively conveys the main points of the call transcript, but the lack of a complete resolution slightly detracts from its completeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Identifies the caller as a new hire seeking credentials\n2. Notes the \"gone fishing\" error encountered\n3. Accurately describes the transfer from IT helpdesk to PeopleLine\n4. Mentions the system's difficulty understanding inputs\n5. Concludes with the unresolved nature of the call\n\nThe summary is concise while maintaining relevance to the main issue. It follows a logical sequence of events, making it coherent and easy to follow. The information presented is accurate and matches the transcript without any misrepresentations. However, it could have mentioned that the caller specifically needed their EID number and enterprise password, and that the initial confusion stemmed from the caller lacking even a basic email address. The summary also doesn't mention the multiple automated menu options that preceded reaching the actual helpdesk agent. Despite these minor omissions, it captures the essential narrative and outcome of the call.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "5cb842be-b8d4-47a4-9e44-ff58026a05da",
    "train_trial_index": 0,
    "predicted_text": "The Accenture employee, #####, called the IT helpdesk because their account was blocked, preventing access to applications, including Teams, since 2 AM.  This was a repeat call. The IT agent, #####, confirmed #####'s personnel information and put ##### on hold multiple times to check existing tickets.  There were two open tickets: one assigned to the N4Del threat support team regarding the blocked sign-in, and another for setting up the Authenticator app. For the first ticket, the agent advised waiting 30 minutes and trying to log in again.  The second ticket required manager approval via an \"adaptive card\" sent through Outlook and Teams, which the manager claimed not to have received. The agent promised to follow up with the manager and asked ##### to call back with the ticket number once received.  The first ticket was marked resolved, pending a follow-up call from #####.\n",
    "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>\nThe Accenture employee, #####, called the IT helpdesk because their account was blocked, preventing access to applications, including Teams, since 2 AM.  This was a repeat call. The IT agent, #####, confirmed #####'s personnel information and put ##### on hold multiple times to check existing tickets.  There were two open tickets: one assigned to the N4Del threat support team regarding the blocked sign-in, and another for setting up the Authenticator app. For the first ticket, the agent advised waiting 30 minutes and trying to log in again.  The second ticket required manager approval via an \"adaptive card\" sent through Outlook and Teams, which the manager claimed not to have received. The agent promised to follow up with the manager and asked ##### to call back with the ticket number once received.  The first ticket was marked resolved, pending a follow-up call from #####.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the blocked account, the repeated call, and the two open tickets. It maintains relevance by focusing on the key issues and resolutions discussed. 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 slightly lacks completeness as it does not mention the specific error message or the fact that the employee could not access Teams on their phone. These details could provide a fuller picture of the situation.",
        "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 blocked account and the IT agent's attempts to resolve the issue. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary appears to be factually correct, matching the information presented in the call transcript. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nHowever, there are a few minor details that could be improved. For example, the summary could clarify what an \"adaptive card\" is, as this term may be unfamiliar to some readers. Additionally, the summary could provide more context about the N4Del threat support team and their role in resolving 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 (blocked account)\n2. Accurately describes the two tickets and their status\n3. Correctly outlines the resolution steps (30-minute wait and manager approval)\n4. Maintains proper chronological flow\n5. Includes relevant details about the adaptive card confusion\n\nThe summary is concise while including all crucial information. It's coherent, following a logical progression from problem identification to resolution steps. The information is accurate, matching the transcript without misrepresentation. It's complete, covering both the immediate issue and the authentication setup requirement.\n\nMinor improvement could be made by mentioning that the employee couldn't access the adaptive card status because the agent couldn't disclose the manager's EID due to policy. However, this is a relatively minor detail that doesn't significantly impact the summary's effectiveness.\n\nOverall, the summary excellently balances detail with brevity while maintaining accuracy and relevance.",
        "claude_score": 9.0
      }
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    "predicted_text": "The Accenture employee called the IT helpdesk regarding a ticket (INC48608413) for a faulty laptop charger.  The employee had already purchased a replacement due to the urgency of needing to work, but was following up on the promised replacement from Accenture.  The helpdesk agent confirmed the ticket was being handled by the local tech support team and that the required WBS element had been received. The agent assured the employee that the local team would contact them via Teams or phone to arrange the charger replacement.  The employee expressed relief and thanked the agent.\n",
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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>\nThe Accenture employee called the IT helpdesk regarding a ticket (INC48608413) for a faulty laptop charger.  The employee had already purchased a replacement due to the urgency of needing to work, but was following up on the promised replacement from Accenture.  The helpdesk agent confirmed the ticket was being handled by the local tech support team and that the required WBS element had been received. The agent assured the employee that the local team would contact them via Teams or phone to arrange the charger replacement.  The employee expressed relief and thanked the agent.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 faulty laptop charger and the follow-up actions. It is relevant, sticking to the main topic of the call without extraneous details. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the key details from the transcript, such as the ticket number, the issue with the charger, and the actions taken by the helpdesk agent. However, it misses some minor details, such as the employee's initial confusion about whether they had reached the right department and the agent's reassurance about the WBS element being documented. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee's issue with the faulty laptop charger and the helpdesk agent's resolution. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the ticket number, the issue with the charger, and the helpdesk agent's resolution. 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 fact that the employee had already sent the WBS element to the previous agent, 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 effectively captures the key elements of the call:\n1. Correctly identifies the ticket number and main issue (faulty charger)\n2. Notes that the employee purchased their own replacement due to urgency\n3. Accurately describes the resolution (local tech support handling it with WBS element received)\n4. Includes the follow-up plan (team will contact via Teams/phone)\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details from the initial IVR prompts. It follows a logical structure: problem \u2192 interim solution \u2192 status \u2192 next steps. All information is factually accurate and matches the transcript.\n\nThe only minor improvement could be mentioning that the employee was initially uncertain if their WBS element message had been received, as this was their primary concern when calling. However, this doesn't significantly impact the summary's overall quality since the resolution addresses this concern.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "Employee ##### called the IT helpdesk because they couldn't access any Accenture resources online, receiving the error \"Your sign-in was successful, but does not meet the criteria to access this resource.\"  After confirming the employee's ID and callback number, the helpdesk agent initiated a remote session via 123rescue.com to diagnose the issue.  The agent determined the problem was due to the employee's device being non-compliant, specifically citing an outdated Adobe Creative Cloud Suite.  The agent then informed the employee that the issue would be escalated to a Level 2 Technician who would remediate the problem directly through the remote session, without a phone call.\n",
    "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>\nEmployee ##### called the IT helpdesk because they couldn't access any Accenture resources online, receiving the error \"Your sign-in was successful, but does not meet the criteria to access this resource.\"  After confirming the employee's ID and callback number, the helpdesk agent initiated a remote session via 123rescue.com to diagnose the issue.  The agent determined the problem was due to the employee's device being non-compliant, specifically citing an outdated Adobe Creative Cloud Suite.  The agent then informed the employee that the issue would be escalated to a Level 2 Technician who would remediate the problem directly through the remote session, without a phone call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 helpdesk agent, and the resolution plan. 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. However, there are minor inaccuracies: the summary states that the issue was specifically due to an outdated Adobe Creative Cloud Suite, but the agent did not confirm this as the sole cause. The summary also omits the employee's initial troubleshooting attempt and the agent's apology. Overall, the summary is mostly accurate and complete but could be slightly improved for precision.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue and the helpdesk agent's resolution. The summary has a clear structure, starting with the employee's problem, followed by the agent's diagnosis, 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. 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 initial attempt to troubleshoot the issue, 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. Clearly states the main issue (inability to access Accenture resources)\n2. Includes the specific error message\n3. Documents the verification process (ID and callback)\n4. Details the troubleshooting steps (remote session via 123rescue.com)\n5. Identifies the root cause (device non-compliance due to Adobe Creative Cloud)\n6. Explains the resolution path (escalation to Level 2 Technician)\n\nThe summary is concise yet comprehensive, maintaining a logical flow of events. It accurately represents the conversation without including unnecessary details. The information is relevant and focused on the core problem and solution. The only minor improvement could be mentioning that the Level 2 Technician would handle the remediation through the existing remote session, but this is a small detail in an otherwise excellent summary.",
        "claude_score": 9.0
      }
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    "instance_id": "978727a4-6e11-41f0-8c42-b795a11f4513",
    "train_trial_index": 0,
    "predicted_text": "The employee, #####, called Accenture IT support to schedule an appointment with local tech support to set up their Accenture password.  A previous call had resulted in the issue being redirected to local support. The IT support agent, ####, confirmed a ticket was already open and assigned to the #######, ####### office, the closest location to #####'s location in ##########, as there's no local office there.  The agent explained they couldn't directly book appointments but local support would contact #####.  Since ##### lacked access to their Accenture email, they provided a personal email address for contact. The agent updated the ticket with this information and the existing callback number.  The agent reiterated that local support would contact ##### via phone or email for further assistance with password setup.\n",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site.  Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There is no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can...\nSpeaker 4: Hi, thank you for calling CIO Services.  My name is #####.  May I please have your personal number?\nSpeaker 5: Yeah, hi.  ################.\nSpeaker 4: May I have a call back number as well, please?\nSpeaker 5: It's ###################.\nSpeaker 4: Thank you so much.  Now, please confirm your enterprise ID.\nSpeaker 5: It's ###################################.\nSpeaker 4: Well, hi, #####.  How may I assist you?\nSpeaker 5: Hi.  So I just wanted to book an appointment with my local tech support.  So I just wanted to...\nSpeaker 4: Book an appointment, you said?\nSpeaker 5: Yes.\nSpeaker 4: For what reason, #####?\nSpeaker 5: To set up my password, my Accenture password.  So earlier I had called regarding the same issue and they said that they have redirected the issue to the local tech support.  So I just wanted to set up a meeting and appointment with the tech support.\nSpeaker 4: Okay, well I understand and I'm more than happy to help you with that.  ###, your apologies for the inconvenience.  So, yeah, just for checking, a ticket is already open and assigned to your local tech support.  Now, regards on this one, we can't actually, like, book an appointment, but we can open up a ticket and assign it to them, and then for further resolution, they'll be contacting you via phone call or via email to book the appointment or to, like, let you know if needed that you go to the office, then they'll be the one to tell you that, okay?  But, again, ####, the ticket is already assigned to them.  So from here on, you just wait for them to reach out to you.  And if needed, that you go to the office again, they'll be the one to tell you that.\nSpeaker 5: Yeah, because when I checked with my office, they told that the local tech support is not within my office campus, and it's at a different location.\nSpeaker 4: What was your current location?\nSpeaker 5: ##########, #######.\nSpeaker 4: #######.  Okay, so that's your current location, #######?  Yes.  Let me just check.  ####### here.\nSpeaker 5: So the ####### local office told you that you don't have a ticket with them?  No, they said the tech support is in a different location.\nSpeaker 4: Right, because we don't.\nSpeaker 5: And they asked me that I have to set up an appointment.  They asked me to call this number, set up an appointment, so I can go and get, like, I don't know if it's an in-person appointment or a virtual appointment with the local tech support.\nSpeaker 4: ####### exactly are you right now?\nSpeaker 5: ##########.\nSpeaker 4: ##########.  okay well unfortunately yes we don't have a local office in ##########.  that's why we had to assign it to the #######, ####### office because that's the only office location near your area.\nSpeaker 5: Okay may I know the address for that location?\nSpeaker 4: Well let me confirm because we cannot provide you that detail but it can be looked up from the support.accenture.com.  But again, the process, #####, is that we will assign the ticket, and it is already assigned to the #######, ####### office.  And then from here, you just wait for them to reach out to you.\nSpeaker 5: Okay.  I just wanted to make sure that they would be reaching out over my phone number because I don't have access to my Accenture email.\nSpeaker 4: Okay.  How about a personal email address that I can note on the ticket?\nSpeaker 5: Oh, yes, that would be great.  Shall I?  Are you ready?  Yeah, go ahead, please.  It's ########################################.\nSpeaker 4: Okay, I will repeat.  That's their first name, ############.\nSpeaker 5: Yep.\nSpeaker 4: And then # for #####, # for #####.  So ######################### and then # for ##################.  Yes, perfect.  Okay.  Okay.  Well, I have noted that on the ticket already, just in case.  The callback number that I have in here is ############.  Yes.  Okay.  It's already assigned, and I have just updated that you have a personal email address, just in case they won't be able to call you or reach out to you via phone call.  We have your personal email address as our point of contact.  Okay?\nSpeaker 5: Okay.  Got it.  Yeah, because this is the first time I'm trying to log into my system.  So I don't have access to any of my Accenture emails as of now.\nSpeaker 4: I understand.  Right.  So for further RF solution and assistance for them to assist you on resetting or providing a password, please expect a call or an email from the local tech support for further assistance.  Okay?\nSpeaker 5: Okay.  Got it.\nSpeaker 4: Okay.  Well, I apologize again for the inconvenience, #####.  You have a good one.\nSpeaker 5: All right.  Thank you.\nSpeaker 4: You're welcome.\n</call_transcript>\n<summary>\nThe employee, #####, called Accenture IT support to schedule an appointment with local tech support to set up their Accenture password.  A previous call had resulted in the issue being redirected to local support. The IT support agent, ####, confirmed a ticket was already open and assigned to the #######, ####### office, the closest location to #####'s location in ##########, as there's no local office there.  The agent explained they couldn't directly book appointments but local support would contact #####.  Since ##### lacked access to their Accenture email, they provided a personal email address for contact. The agent updated the ticket with this information and the existing callback number.  The agent reiterated that local support would contact ##### via phone or email for further assistance with password setup.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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, the agent's response, and the resolution process. It maintains relevance by focusing on the key aspects of the conversation related to the password setup and the ticket assignment. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without any misleading content. However, it misses some minor details, such as the employee's concern about the local tech support being at a different location and the agent's inability to provide the exact address. Overall, it provides a fair description of the main issues 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 setting up their Accenture password and the resolution provided by the IT support 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, with no apparent false or misleading information. The summary also provides a fair description of the main problems and resolutions, covering the key points of the conversation.\n\nHowever, the summary could be improved by including more specific details about the initial issue with the employee's password and the previous call that resulted in the issue being redirected to local support. Nevertheless, the summary overall provides a good representation 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 core issue (password setup and appointment scheduling) and related details\n3. Coherence: Follows a logical flow from initial request through resolution steps\n4. Accuracy: Correctly represents the conversation details, including location specifics and the fact that direct appointment booking wasn't possible\n5. Completeness: Includes both the problem (need for password setup) and resolution (ticket assigned to ####### office, waiting for contact)\n\nMinor improvements could include mentioning this was the employee's first time logging into their system, which provides important context for the password setup request. However, this doesn't significantly impact the summary's overall quality as the main points are well-covered. The summary successfully balances detail with brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "41339dc7-c791-4eb7-9335-d31d085a672a",
    "train_trial_index": 0,
    "predicted_text": "The employee, #####, called the IT helpdesk because their account was blocked after attempting to set up multi-factor authentication (MFA) on a new phone.  A previous agent had assisted with removing the old phone and generating a temporary password.  The helpdesk agent, #####, confirmed the account was blocked and put ##### on hold.  Upon returning, the agent determined that #####'s passwordless account needed to be enabled for passwords before resetting it.  They guided ##### through enabling the password on mypasswordless.accenture.com.  However, when attempting to reset the password on myid.accenture.com, the system indicated ##### wasn't registered for password resets. The agent advised waiting 30 minutes to an hour for replication and to try again, promising to follow up via Teams.  The ticket was marked resolved but would be reopened within 72 hours if the issue persisted.\n",
    "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...\nSpeaker 2: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue dialing.\nSpeaker 3: Thank you for calling CIO.  This is #####.  Can I have your personnel number, please?\nSpeaker 4: Yeah, it's ##########.\nSpeaker 3: Thank you.  Can I have your enterprise ID, please?\nSpeaker 4: Is that my email?  Mm-hmm.  Yeah, it's #####, #########.\nSpeaker 3: Thank you.  And can I also have your call back number please?  ############.  All right, got it.  Thank you so much.  How can I help you today, #####?\nSpeaker 4: Hi, I've called twice now.  I got a new phone and so my multi MFA was not logged out of my old phone when they wiped my phone, so I was having issues with that this week.  And then now we had finally gotten the old phone removed, my new phone added, but when I went to set it up on the Authenticator app, I typed in a temporary password that the person on the phone helped me generate, and it's saying my account is blocked.\nSpeaker 3: Sorry to hear that, #####, that you need to call us back for the same concern.  But no worries, since you have me on the line, I'll do my best to assist you with your concern.  So you mentioned you already generated a temporary access pass.  But when you enter that temporary access pass, there's an error that your account is blocked.  Am I correct?  Yes.  All right.  Sorry for that.  So #####, is it okay if I'll be putting the call on hold first for one to two minutes?  I'll just be checking this concern during my end.\nSpeaker 4: Yeah, that's fine.\nSpeaker 3: Okay, thank you so much.  Hello, #####.  Thank you so much for patiently waiting on the line.  So, #####, I would like to ask, so are you the one who generated the temporary access pass, or the agent requested the temporary access pass for you?  The agent did it last night.  All right.  Got it.  So, yeah, I checked your open ticket with regards to this concern that your account has been blocked, and as advised with my support, We need to reset first your password or change the password.  Then after successful password change, the risk will be automatically dismissed, meaning to say after resetting your password, the error message on your Authenticator app will be dismissed.  So I see that you're currently a passwordless, so we need, I mean, yeah, passwordless, so we need first to enable your password and reset your password after that.  So do you have, I mean, open your browser, please, and can we access mypasswordless.accenture.com for us to enable your password?\nSpeaker 4: Yeah.  It's, so I'm going to type it in.  What was the site again?\nSpeaker 3: mypasswordless.accenture.com.  Perfect.\nSpeaker 4: Okay, I'm there.\nSpeaker 3: So, are you seeing Go Passwordless request?\nSpeaker 4: I'm seeing Go Passwordless request, you said?\nSpeaker 3: Is that correct?\nSpeaker 4: Yes.\nSpeaker 3: Okay, so click Get Started.  Then what are you seeing right now?\nSpeaker 4: Select your reason for requesting a password.\nSpeaker 3: So select there the hello business.  Hello for business.\nSpeaker 4: Okay.  And then types of use, issues with PIN or issues with biometrics?\nSpeaker 3: Issue with PIN.  Then for that my PIN.\nSpeaker 4: Okay.\nSpeaker 3: Then click enable password.  All right, let me know when it's done.\nSpeaker 4: It's loading.  Okay, it's done.\nSpeaker 3: Okay, so right now let's wait for one to two minutes so we can try resetting your password.  on different sites.  So, okay, we can try this if you can really reset your password.  So, please access myid.accenture.com.\nSpeaker 4: And it's saying your account is now enabled for passwords.  Click for a new password or just not click that?\nSpeaker 3: Don't click that one.  We have to access a different site.  So, open a browser or a tab, then access myid.accenture.com.  Then, if you're seeing self-service password reset and lock, click that one.\nSpeaker 4: Okay.\nSpeaker 3: Then, after clicking the self-service password reset and lock, you just have to type your Accenture email and type the corrector.\nSpeaker 4: It says, we're sorry, you can't reset your own password because you haven't registered for a password reset.\nSpeaker 3: All right, so as for this one, we just have to wait for the replication time to reset your password.  So I know that you have access on your team, so I can monitor you there if you already reset your password.  Okay.\nSpeaker 4: What should I do?\nSpeaker 3: All right, #####, so we just have to wait for 30 minutes to one hour.  Then after that, you have to try resetting again your password in myid.accenture.com.  And I'll be pinging you on Teams, #####, so you can update me if you already reset your password, okay?\nSpeaker 4: Okay, thank you.\nSpeaker 3: Okay.  Thank you so much, #####.  So right now, I'll just be tagging the password reset ticket as resolved.  Then upon resolving this, you will be receiving a survey in your email, and your feedback is highly appreciated.  But no worries, #####.  This ticket will be reopened within 72 hours, okay?\nSpeaker 4: Okay.  Thank you.\nSpeaker 3: All right.  Thank you so much.  Bye-bye for now.\nSpeaker 4: Bye.\n</call_transcript>\n<summary>\nThe employee, #####, called the IT helpdesk because their account was blocked after attempting to set up multi-factor authentication (MFA) on a new phone.  A previous agent had assisted with removing the old phone and generating a temporary password.  The helpdesk agent, #####, confirmed the account was blocked and put ##### on hold.  Upon returning, the agent determined that #####'s passwordless account needed to be enabled for passwords before resetting it.  They guided ##### through enabling the password on mypasswordless.accenture.com.  However, when attempting to reset the password on myid.accenture.com, the system indicated ##### wasn't registered for password resets. The agent advised waiting 30 minutes to an hour for replication and to try again, promising to follow up via Teams.  The ticket was marked resolved but would be reopened within 72 hours if the issue persisted.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the blocked account, the steps taken to resolve it, and the final advice given by the agent. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the key actions and instructions provided during the call. However, it misses some minor details, such as the initial high call volume announcement and the specific error message seen by the caller. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee's account being blocked 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 reflects the information presented in the call transcript, including the steps taken by the helpdesk agent and the outcome of the call. 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 providing more detail on the initial issue with the employee's account being blocked and the previous agent's assistance. Additionally, some minor details, such as the employee's attempts to reset their password, could be clarified.\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 initial problem (blocked account after MFA setup on new phone)\n2. Accurately describes the troubleshooting steps taken (enabling password on passwordless account)\n3. Includes the outcome and next steps (waiting for replication, follow-up via Teams)\n4. Maintains chronological flow and logical structure\n\nThe summary is concise while including all relevant details and excluding unnecessary information. It accurately represents the conversation without any factual errors. The resolution process is clearly explained, including both the immediate actions taken and the follow-up plan.\n\nMinor improvement could be made by mentioning that this was the caller's third attempt to resolve the issue (mentioned \"I've called twice now\"), which adds context to the urgency of the situation. However, this is a relatively minor omission that doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
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    "train_trial_index": 0,
    "predicted_text": "The employee, #####, called the IT helpdesk regarding a laptop issue, referencing incident INC 48662411.  The helpdesk agent, April May, confirmed the ticket was pending for over 48 hours, awaiting manager approval.  Since the approval was delayed, the agent escalated the ticket to local tech support.  The agent collected #####'s personnel number, callback number, asset tag (###.#######), personal email address, and current location (######, #####) for the local tech support team to contact them directly for further assistance.  The agent confirmed the ticket was forwarded and ended the call.\n",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to the gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions.\nSpeaker 4: Calling CIO, this is April.  May.  I have your personal number?\nSpeaker 5: N2587105.\nSpeaker 4: Thank you.  Let me repeat.  It's # for #####, #######.  Is that correct?\nSpeaker 5: Yes, that's correct.\nSpeaker 4: Thank you.  And how about your enterprise ID?\nSpeaker 5: PHRIS.\nSpeaker 4: Thank you for that one, #####.  And will you also provide your pass callback number?  ############.  Thank you for that information.  Let me repeat, ############.  Is that correct?  Yes, that's correct.  Thank you.  And how can I help you today, #####?\nSpeaker 5: I was calling about an incident that I was having an issue with my laptop and I was told to provide this information to you guys so that it can be resolved.\nSpeaker 4: Yeah, can you provide me the incident ticket?\nSpeaker 5: Yes, it's INC 48662411.\nSpeaker 4: Thank you for that information.  Let me go ahead and check this ticket first.  And while checking the ticket, can I please stay on hold for one to two minutes and stay on the line?\nSpeaker 5: Yeah.\nSpeaker 4: Thank you.  Hi, thank you for patiently waiting.  #####, I am seeing here that the ticket's still pending here.  And for this one, since it's already beyond 48 hours, we will be providing the ticket to the local tech support so that they will be the one to further assist you.  Because you provided me the right ticket number.  However, here in our system, the manager still did not approve the request.  still pending here in our system.\nSpeaker 5: Okay, I'll let my team lead now.\nSpeaker 4: Yeah, for this one I'll be creating a ticket for this one.  I mean I'll be follow up or forward this ticket to the local tech support since your manager did not approve within 48 hours and so that the local tech support will be the one to contact you for further assistance.  But for this, while getting the ticket for you, let me place a phone call for one to two minutes and stay on the line, okay?  All right.  Thank you.  Hi, #####.  Thank you for patiently waiting.  Will you please provide me the asset number of your machine?  You are going to see it at the back side of your machine.  It will start with US.\nSpeaker 5: I'm sorry.  Can you repeat that?\nSpeaker 4: At the back side of your machine, you will see the machine name, or what I mean the asset tag.  It will start with US.  provide me the ###.  or the asset tag?\nSpeaker 5: ###.  #######.\nSpeaker 4: Thank you for that information.  And then the best number that the local tech can reach out to you is the number that you provided to me and the number that you are using right now?\nSpeaker 5: Yes, that's correct.\nSpeaker 4: Thank you.  Will you please provide me your Personal e-mail address.\nSpeaker 5: My personal e-mail address?  You said my personal e-mail address?\nSpeaker 4: Yes, your personal e-mail address.\nSpeaker 5: #####.\nSpeaker 4: I'm sorry, # for #######?\nSpeaker 5: Yes, #-#.  #############.  The number ################.\nSpeaker 4: Okay, let me confirm.  # for ###################, # for #####.  Your last name is #######.  Number ################.\nSpeaker 5: Yes, that's correct.\nSpeaker 4: Thank you.  And will you please provide me your current location?\nSpeaker 5: My current location is #####.\nSpeaker 4: #####.  #######.\nSpeaker 5: ######, #####.\nSpeaker 4: ######?\nSpeaker 5: ######.  #-#-#-#-#-#.  #####.\nSpeaker 4: Is it in ######?\nSpeaker 5: No, it's not in ######.  They say that my essential location is supposed to be ######, but I don't know why, because I live closer to ####### than I live ######.  Oh, I see.\nSpeaker 4: So that is your current location now that you are leaving.  ######, #####, is it # for #######, # for #####, # for #####, # for ######, # for #####, # for ####, then #####?\nSpeaker 5: Yes, that's correct.\nSpeaker 4: #####, #######, right, as you mentioned?\nSpeaker 5: Yes.\nSpeaker 4: Okay, thank you.  So I'm going to take note here that there will be assigning the ticket to the #######, ######, #####, #######, and then you are leaving there, right?  Not in your...\nSpeaker 5: Yeah.\nSpeaker 4: Okay.  Thank you.  One moment.  Let me forward the ticket first.  Can you give me like two minutes for providing the ticket to the local tech support?  #####?\nSpeaker 5: Yeah.\nSpeaker 4: Thank you.  Let me please hold again for one to two minutes.  Thank you.  All right.  Hi, thank you for patiently waiting, and I'm so sorry for the long hold.  So I already forwarded your ticket to the local tech support.  So just keep your lines open because the local tech support will be the one to call you for further assistance in regards to this issue that you are encountering.\nSpeaker 5: All right.  I appreciate it.\nSpeaker 4: Thank you.  So I don't want to take too much of your time.  By the way, this is #####, and have a great day.  Bye now.\n</call_transcript>\n<summary>\nThe employee, #####, called the IT helpdesk regarding a laptop issue, referencing incident INC 48662411.  The helpdesk agent, April May, confirmed the ticket was pending for over 48 hours, awaiting manager approval.  Since the approval was delayed, the agent escalated the ticket to local tech support.  The agent collected #####'s personnel number, callback number, asset tag (###.#######), personal email address, and current location (######, #####) for the local tech support team to contact them directly for further assistance.  The agent confirmed the ticket was forwarded and ended the call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the laptop issue, the incident ticket number, and the escalation to local tech support. It maintains relevance by focusing on the key aspects of the call. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the details from the transcript correctly. However, the summary omits some minor details, such as the repeated confirmations of information and the multiple holds during the call. These omissions do not significantly impact the overall understanding but slightly affect completeness.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the laptop issue and the helpdesk'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 reflects the information provided in the call transcript, including the incident number, the delay in manager approval, and the escalation to local tech support. The summary also captures the necessary details collected by the agent for further assistance.\n\nRegarding completeness, the summary covers the main problem (the laptop issue and the delayed approval) and the resolution (escalation to local tech support and collection of necessary details). However, it does not mention the initial automated messages and the general performance issues mentioned at the beginning of the call transcript, which are not directly relevant to the specific issue at hand.\n\nOverall, the summary effectively conveys the necessary information in a clear and concise manner, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Efficiently condenses a lengthy call into essential points without unnecessary details\n2. Relevance: Focuses on the main issue (laptop problem), ticket status, and resolution path\n3. Coherence: Follows a logical flow from initial contact through resolution steps\n4. Accuracy: Correctly states the incident number, personnel details, and outcome\n5. Completeness: Captures the main concern (pending ticket), the reason for escalation (delayed manager approval), and the resolution (forwarding to local tech support)\n\nMinor improvements could include mentioning the initial automated system navigation and high call volume warning. However, these are not critical to understanding the core interaction. The summary successfully captures all vital information needed for understanding the call's purpose and outcome, while maintaining clarity and brevity.",
        "claude_score": 9.0
      }
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    "predicted_text": "A former Accenture employee, ########, contacted the IT Service Desk because he couldn't log into the alumni portal.  Although he received a welcome email, the portal stated his email address wasn't recognized.  The IT agent, #####, explained that despite ######## having previously registered his personal email, the support team needed to update it on the backend now that he was a former employee.  ##### created a ticket (INC#########) and gathered mandatory information from ########, including his last position level, phone number, office location, email address, last supervisor's name, and last employment date.  The agent advised that resolution could take up to seven days and that ######## would be notified by email or phone call once the issue was resolved.\n",
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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.  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>\nA former Accenture employee, ########, contacted the IT Service Desk because he couldn't log into the alumni portal.  Although he received a welcome email, the portal stated his email address wasn't recognized.  The IT agent, #####, explained that despite ######## having previously registered his personal email, the support team needed to update it on the backend now that he was a former employee.  ##### created a ticket (INC#########) and gathered mandatory information from ########, including his last position level, phone number, office location, email address, last supervisor's name, and last employment date.  The agent advised that resolution could take up to seven days and that ######## would be notified by email or phone call once the issue was resolved.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the alumni portal login and the steps taken by the IT agent. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the key details from the transcript, such as the creation of a ticket and the collection of mandatory information. However, it omits the initial interaction between the helpdesk and the intermediary (Speaker 3), which could be considered relevant for completeness. Overall, the summary 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 is also relevant, focusing on the primary concern of the former employee's inability to log into the alumni portal. The structure and flow of ideas are clear, making it easy to understand and follow, thus demonstrating coherence. The information presented is factually correct, aligning with the details provided in the call transcript, which indicates accuracy. Lastly, the summary offers a fair description of the main problem and the steps taken towards resolution, including the creation of a ticket and the expected timeframe for resolution, thereby showing completeness. Overall, the summary meets all the criteria effectively.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (alumni portal access problem)\n2. Includes the context (former employee received welcome email but couldn't log in)\n3. Explains the solution (backend update needed)\n4. Details the process (ticket creation and information gathering)\n5. Mentions the resolution timeline and notification method\n\nThe summary is concise yet comprehensive, maintaining a logical flow of information. It includes all relevant details while excluding unnecessary conversation elements. The information presented is accurate and matches the transcript exactly, including the specific incident number. The summary successfully captures both the problem and resolution path.\n\nMinor improvement could be made by mentioning that the initial contact came through PeopleLine rather than directly to IT Service Desk, but this doesn't significantly impact the summary's effectiveness.",
        "claude_score": 9.0
      }
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    "predicted_text": "An Accenture employee, ######, contacted the IT helpdesk on behalf of a former employee, #####, who couldn't access the Selenium Defoes/Day Force application.  ###### explained that HR records showed the former employee's email was updated, and the issue was escalated to the CIO team, but was redirected back to PeopleLine. The helpdesk agent, ###, confirmed the existing ticket (IMC48714619) was assigned to the backend team.  Since there were no updates, ### assured ##### they would receive a call or email once access was restored.  ##### expressed frustration with being bounced between departments, but ultimately confirmed their contact information and ended the call.\n",
    "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, 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>\nAn Accenture employee, ######, contacted the IT helpdesk on behalf of a former employee, #####, who couldn't access the Selenium Defoes/Day Force application.  ###### explained that HR records showed the former employee's email was updated, and the issue was escalated to the CIO team, but was redirected back to PeopleLine. The helpdesk agent, ###, confirmed the existing ticket (IMC48714619) was assigned to the backend team.  Since there were no updates, ### assured ##### they would receive a call or email once access was restored.  ##### expressed frustration with being bounced between departments, but ultimately confirmed their contact information and ended the call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with accessing the Selenium Defoes/Day Force application, the involvement of HR records, and the escalation to the CIO team. It also mentions the existing ticket number and the assurance given by the helpdesk agent. The summary is relevant and focuses on the main topic of the call. It is coherent, with a clear structure and flow of ideas. The information is accurate and matches the details in the transcript. However, the summary could be slightly more complete by mentioning the specific frustration expressed by the former employee about being bounced between departments and the final confirmation of contact information. 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 former employee's issue with accessing the Selenium Defoes/Day Force application. 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 call, including the names of the individuals involved, the existing ticket number, and the resolution offered by the helpdesk agent. The summary also captures the frustration expressed by the former employee, providing a fair description of the main problems and resolutions.\n\nHowever, the summary could be improved by including more details about the cause of the issue and the specific actions to be taken by the backend team to resolve it. Nevertheless, the summary provides a good overview of the call and the main points discussed.\n\nOverall, the summary scores high on conciseness, relevance, coherence, accuracy, and completeness, with only minor room for improvement.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies all parties involved and their roles\n2. Clearly states the main issue (access problem with Selenium Defoes/Day Force application)\n3. Includes the relevant ticket number and current status\n4. Captures the resolution (helpdesk will follow up with updates)\n5. Notes the customer's frustration with being redirected between departments\n\nThe summary is concise yet comprehensive, maintaining a logical flow while including all crucial details. It successfully condenses a lengthy conversation into a clear, focused paragraph without losing important context. The language is professional and precise.\n\nMinor improvement could be made by clarifying that the personal email address issue was part of the access problem, but this doesn't significantly impact the summary's effectiveness.\n\nThe summary meets all evaluation criteria at a high level, with strong accuracy, relevance, and coherence, while maintaining appropriate conciseness and completeness.",
        "claude_score": 9.0
      }
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    "instance_id": "6dabeefc-e1e9-4129-8b8d-c3e0801ce6d0",
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    "predicted_text": "An Accenture employee, ####, called the IT helpdesk because their non-compliant Mac laptop prevented them from logging into Office.  The helpdesk acknowledged a known issue with MyKey redirecting users to a phishing page, assuring #### that the team was working on it. After confirming ####'s details, the agent placed them on hold to check the compliance issue.  Upon returning, the agent confirmed the issue and initiated remote support by guiding #### to download 123rescue.com. The agent then informed #### that the issue would be escalated to Level 2 support, who would remotely remediate the problem within 30 minutes to an hour.  The call ended with the agent transferring #### to the appropriate queue.\n",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.\nSpeaker 2: For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate you.\nSpeaker 4: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways.\nSpeaker 5: Thank you for calling your services.\nSpeaker 6: This is ########.  May I have your personal number, please?  Hi, ########.  My personal number is #########.\nSpeaker 5: Sorry, ###?  Yeah, ############, sorry, the last number, please?\nSpeaker 6: Yeah,#\nSpeaker 5: #, so.  ###############.\nSpeaker 6: Yep, that's correct.\nSpeaker 5: All right, let me check here.  Can you move a little bit closer to your microphone?\nSpeaker 6: Oh yeah, sorry, I'm actually wearing the earpods, so yeah, can you hear me?\nSpeaker 5: Right, I can hear you okay.  All right, sorry, could you confirm your Accenture email address also?\nSpeaker 6: Yes, it's ####################################.\nSpeaker 5: All right, thank you so much, #####, and sorry about this issue you're encountering right now.  I'll try my best to assist you today.  Before anything else, do you have any callback number?\nSpeaker 6: Yes, my callback number is ############.\nSpeaker 5: Thank you so much.  How can I help you today?\nSpeaker 6: Yeah, hi.  My laptop seems to be out of compliance again, and I need your help to fix that.\nSpeaker 5: Your laptop is not compliant?\nSpeaker 6: Yeah, that's correct.\nSpeaker 5: Can you still log in to Office?\nSpeaker 6: Yeah.  No, I cannot log into Office, so that's the main problem.\nSpeaker 5: All right, let me double check here.  May I place you in hold first while I check?  Just two to three minutes.  Okay, I'll get back to you.  Please stand by.\nSpeaker 6: Sure, sounds good.\nSpeaker 5: Thank you.  Thank you.  Hi #####, thank you so much for patiently waiting.  I can see that indeed you are on compliance issue.  So let's remediate that, okay?\nSpeaker 6: Okay.\nSpeaker 5: So to remediate that, you need to go to remote connection.  Our level two will do that.  May I know what laptop are you using?  Are you using a Mac?\nSpeaker 6: Yeah, this is a Mac.\nSpeaker 5: Okay.  All right, perfect.  So can you open now?  123rescue.com.  Give me 1 second here.\nSpeaker 6: Yeah.  Okay.\nSpeaker 5: Right still generating.  Just 1 moment.\nSpeaker 6: Okay.\nSpeaker 5: All right, it's #######.  Okay, start to download, please.  All right, that was it.\nSpeaker 6: Yeah.  I'm trying to install.  Okay.\nSpeaker 5: So, I will need your ticket to be assigned to our level to support for advanced troubleshooting.  So, please be aware, okay, that they will assist you remotely, and they do not handle calls.  So the remediation process may take between 30 minutes to one hour, depending on the complexity of your issue.  So please make sure you are available, okay, throughout the session.\nSpeaker 6: Yeah, yeah, okay.  Thank you so much.\nSpeaker 5: Okay, I'll transfer you now to your... Okay.  That sounds good.  Thank you.  Appreciate it.\nSpeaker 6: Okay.  You have a great day.  Okay.  Bye for now.  You as well.  Yeah.  Thanks, ########.  Thank you.  Have a nice day.  Bye.\n</call_transcript>\n<summary>\nAn Accenture employee, ####, called the IT helpdesk because their non-compliant Mac laptop prevented them from logging into Office.  The helpdesk acknowledged a known issue with MyKey redirecting users to a phishing page, assuring #### that the team was working on it. After confirming ####'s details, the agent placed them on hold to check the compliance issue.  Upon returning, the agent confirmed the issue and initiated remote support by guiding #### to download 123rescue.com. The agent then informed #### that the issue would be escalated to Level 2 support, who would remotely remediate the problem within 30 minutes to an hour.  The call ended with the agent transferring #### to the appropriate queue.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 non-compliance issue with the Mac laptop, the inability to log into Office, and the steps taken by the helpdesk agent. It is relevant and focuses on the main topic of the call. The structure and flow are clear, making it easy to understand. However, there are a few inaccuracies and omissions. The summary mentions a known issue with MyKey redirecting users to a phishing page, which was not directly related to the caller's issue. Additionally, the summary does not mention the initial steps of confirming the caller's personal number and email address, which are part of the process. Overall, the summary is mostly accurate but could be more complete in capturing all relevant 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 their non-compliant Mac laptop and the helpdesk's resolution. The summary has a clear structure, starting with the employee's problem, the helpdesk's initial response, and the steps taken to resolve the issue, making it coherent and easy to follow.\n\nThe summary is accurate, reflecting the information provided in the call transcript without any false or misleading information. It also provides a fair description of the main problem and resolution, making it complete. However, it could be improved by including more details about the known issue with MyKey, but this is a minor point.\n\nOverall, the summary is well-written, effectively conveying the necessary information in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call while maintaining brevity. It accurately describes the main issue (non-compliant Mac laptop preventing Office login), mentions the MyKey phishing page problem, and outlines the resolution steps taken by the agent. The flow is logical, starting with the problem identification, moving through verification steps, and ending with the resolution plan.\n\nHowever, there's a slight inaccuracy in connecting the MyKey issue to the caller's specific problem - while both are mentioned in the transcript, they appear to be separate issues (the MyKey message was an automated announcement about a general problem). The summary also maintains coherence by presenting events chronologically and includes relevant details like the expected resolution timeframe and Level 2 support escalation.\n\nThe summary covers all essential aspects: the initial problem, identity verification, troubleshooting steps (123rescue.com download), and next steps with Level 2 support. The length is appropriate, focusing on crucial information while omitting unnecessary details like specific ID numbers and pleasantries.",
        "claude_score": 8.0
      }
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    "predicted_text": "The employee, ######, called the IT helpdesk because their Outlook was disconnected despite having an active internet connection. They had already tried restarting their computer multiple times. The helpdesk agent, ######, confirmed the employee's personnel number, email address, and callback number.  The employee clarified they were using their Accenture Windows laptop. While troubleshooting, the employee realized they hadn't tried the refresh button and, upon doing so, resolved the issue. The call ended with the agent confirming the resolution and mentioning a forthcoming email survey.\n",
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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>\nThe employee, ######, called the IT helpdesk because their Outlook was disconnected despite having an active internet connection. They had already tried restarting their computer multiple times. The helpdesk agent, ######, confirmed the employee's personnel number, email address, and callback number.  The employee clarified they were using their Accenture Windows laptop. While troubleshooting, the employee realized they hadn't tried the refresh button and, upon doing so, resolved the issue. The call ended with the agent confirming the resolution and mentioning a forthcoming email survey.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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, 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 details from the transcript correctly. However, it misses some minor details, such as the specific model of the laptop (\"Circus\") and the exact message seen by the employee (\"disconnected\"). 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 Outlook and the resolution process. The summary has a clear structure, starting with the problem, then describing the troubleshooting steps, and finally, the resolution, making it coherent and easy to follow.\n\nThe summary is accurate, as it correctly states the employee's issue, the steps taken, and the resolution. It also provides a fair description of the main problem and its resolution, making it complete. The only minor issue is the mention of the employee's name, which is redacted in the original transcript but appears as \"######\" in the summary. However, this does not affect the overall quality of the summary.\n\nOverall, the summary effectively conveys the essential information from the call transcript, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Conciseness: It efficiently presents the essential information without unnecessary details, maintaining brevity while covering all important points.\n2. Relevance: All information included directly relates to the technical issue and its resolution.\n3. Coherence: The summary follows a logical flow from problem identification through resolution, making it easy to follow.\n4. Accuracy: The details match the transcript precisely, including the nature of the problem (Outlook disconnection), the device type (Accenture Windows laptop), and the simple resolution (refresh button).\n5. Completeness: It covers the initial problem, troubleshooting steps taken before the call, the verification process, and the final resolution.\n\nThe only minor improvement could be mentioning it was a \"Circus\" laptop specifically, but this detail isn't crucial to understanding the interaction. The summary successfully balances detail and brevity while maintaining accuracy and readability.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "d98802d5-ec1e-4dba-87f8-b4d0ce01cf38",
    "train_trial_index": 0,
    "predicted_text": "An employee, ######, contacted the IT Service Desk due to a persistent pop-up message on their laptop reading \"IT security policy executable blocked.\"  After providing their personnel number, email address, and callback number, the employee agreed to a remote session using 123rescue.com so the support agent, ####, could troubleshoot the issue. The agent provided a pin code for the remote session software, and after the employee downloaded and ran the program as administrator, the agent connected to their machine.  The agent then requested to put the call on hold while troubleshooting, and later suggested disconnecting the call while remaining connected via the remote session's chat feature to update the employee on their progress. The employee initially preferred to stay on the call, but ultimately agreed to the agent's suggestion.\n",
    "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... 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>\nAn employee, ######, contacted the IT Service Desk due to a persistent pop-up message on their laptop reading \"IT security policy executable blocked.\"  After providing their personnel number, email address, and callback number, the employee agreed to a remote session using 123rescue.com so the support agent, ####, could troubleshoot the issue. The agent provided a pin code for the remote session software, and after the employee downloaded and ran the program as administrator, the agent connected to their machine.  The agent then requested to put the call on hold while troubleshooting, and later suggested disconnecting the call while remaining connected via the remote session's chat feature to update the employee on their progress. The employee initially preferred to stay on the call, but ultimately agreed to the agent's suggestion.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the pop-up message, the steps taken to initiate a remote session, and the resolution plan. It maintains relevance by focusing on the key interactions and actions taken during the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate and matches the details in the transcript. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific nature of the pop-up issue being related to IT security policy. 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 the persistent pop-up message and the support agent's efforts to troubleshoot the problem. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary appears to be factually correct, matching the information presented in the call transcript. However, it does not provide a complete description of the resolution, as it does not mention whether the support agent was able to successfully resolve the issue or not.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript, but could be improved by providing a more complete description of the resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Clearly states the main issue (executable blocked pop-up)\n2. Includes the authentication process details\n3. Accurately describes the remote session setup process\n4. Captures the final resolution discussion about communication method\n\nThe summary is concise while maintaining all essential information. It's well-structured, flowing logically from problem identification through troubleshooting steps. The information is accurate, with no factual errors or misrepresentations of the conversation.\n\nHowever, there are two minor areas for improvement:\n1. Could have mentioned that the troubleshooting was still ongoing at the end of the call\n2. Could have noted the initial system message about \"gone phishing\" issues, though this wasn't directly related to the caller's specific problem\n\nDespite these minor points, the summary effectively balances detail and brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
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    "train_trial_index": 0,
    "predicted_text": "The employee, #####, called the IT helpdesk because they were locked out of the Microsoft Teams app on their phone.  They were stuck in a loop between the Authenticator app and Teams.  While troubleshooting with the IT agent, the issue resolved itself and ##### was able to log back into Teams. However, the chat history wasn't fully synced. The agent advised waiting for it to sync and suggested creating a temporary access pass if the login issue reoccurred.  The agent also recommended restarting the phone if similar problems arise in the future.  The call ended with the agent informing ##### about a feedback survey and the option to reopen the ticket within 72 hours.\n",
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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.  Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a non-phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.  All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on tech support.\nSpeaker 2: Hi, this is ###.  Thank you for calling CIO Service Desk.  Can I have your employee number?  ###############.  Thank you.  And can I confirm your enterprise ID?\nSpeaker 3: #############.\nSpeaker 2: Hi #####, so in case this call got disconnected, can I have your callback number?  ############.  Thank you so much, and how can I help you today?\nSpeaker 3: I've gotten locked out of my Teams application on my phone.\nSpeaker 2: I see.  To confirm your issue, you are locked out from your Teams application on your mobile phone?\nSpeaker 3: Yep, I just come stuck in a loop between the Authenticator app and the Teams app.\nSpeaker 2: I see.  That's for sure.  I'll be assisting you with this, #####, and I'm sorry for the inconvenience.  So regarding for this, just to confirm, have you changed your phone for your Authenticator app?\nSpeaker 3: Have I changed it?\nSpeaker 2: Yes.  Is it a new phone or is it the same phone?\nSpeaker 3: No, same phone.  It just started happening in the middle of the day today.\nSpeaker 2: I see.  And what is the error that you're getting once you try to log into Teams?\nSpeaker 3: So, it says, Microsoft Teams, select an account to sign in.  I select my account.  It then opens the Authenticator app.  It says enter password, but I am passwordless.  So I use an app instead.\nSpeaker 2: Uh-huh, correct.  And then... Oh, wait.\nSpeaker 3: Is this going to work all of a sudden?  It's wild.  Hang on.  Sorry.\nSpeaker 2: So what are you seeing right now?\nSpeaker 3: For the longest time, it wouldn't let me put in a... code and now just let me, so it's loading the app right now, so let me just protect it.  It's protecting this app, so let me see what happens here once it loads.\nSpeaker 2: Yes.  So in case also the issue or your password assigning would fail again, I can recommend that you can create a temporary access pass on your Accenture machine and that would be used as a login option as well.\nSpeaker 3: Okay.\nSpeaker 2: So, shall I bring you the link for the temporary access pass case?\nSpeaker 3: It is, what is it, mypasswordlist.accenture.com.  Correct.\nSpeaker 2: And you'll be choosing temporary access pass request.  So, sometimes it happens once your phone is experiencing some updates or having overloaded too many apps that was opened.  so the Authenticator may experience some errors or some glitches.  But in case it happens, just restart your phone and try again logging in.  If it still has error, you can use the temporary access pass and it will bypass the error on your Authenticator app.\nSpeaker 3: Okay.  So I'm logged back in to Teams.  But if I'm looking at the chats, for instance, the chats from today when my phone stopped working have not synced with the chats on my laptop, if that makes sense.\nSpeaker 2: I see.  So since you just logged in, so just give it a time for it to load.  Usually, it takes around at least 30 minutes for all your messages on your teams to load back up.\nSpeaker 3: OK.  OK.  I'll see if it works, and then I'll call back if I have any more issues.  Thanks for your help.\nSpeaker 2: You're welcome, #####.  So as a resolution for this, you'll be receiving a survey via email.  But if the issue still persists, don't worry, the ticket can still be reopened within 72 hours.  If you do have some feedbacks, please provide one.  Thank you for calling and have a great day ahead.\nSpeaker 3: Thank you.\n</call_transcript>\n<summary>\nThe employee, #####, called the IT helpdesk because they were locked out of the Microsoft Teams app on their phone.  They were stuck in a loop between the Authenticator app and Teams.  While troubleshooting with the IT agent, the issue resolved itself and ##### was able to log back into Teams. However, the chat history wasn't fully synced. The agent advised waiting for it to sync and suggested creating a temporary access pass if the login issue reoccurred.  The agent also recommended restarting the phone if similar problems arise in the future.  The call ended with the agent informing ##### about a feedback survey and the option to reopen the ticket within 72 hours.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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, the troubleshooting steps, and the resolution. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the key points discussed in the transcript. However, it misses some minor details, such as the initial high call volume message and the specific error message seen by the caller. 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 the Microsoft Teams app. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the employee's issue, the resolution, and the agent's suggestions. However, it does not mention the initial automated message about the high call volume due to performance issues with MyT, which is not directly related to the employee's issue.\n\nRegarding completeness, the summary covers the main problem and resolution, including the agent's suggestions for future issues. Overall, the summary provides a fair description of the call transcript.\n\nConsidering these factors, the summary scores high in all criteria, with the only minor omission being the initial automated message.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (Teams login loop problem)\n2. Notes how the problem resolved itself during troubleshooting\n3. Mentions the chat sync issue that followed\n4. Includes the agent's recommendations (temporary access pass, phone restart)\n5. Concludes with follow-up information about the survey and ticket reopening\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical flow from problem to resolution to follow-up steps. All information is accurate to the transcript, with no misrepresentations. The only minor improvement could be mentioning that the chat sync typically takes 30 minutes, as this specific timeframe was mentioned in the transcript. However, this is a minor detail and doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "40ff9733-9aba-4b91-a287-4f9392cc3b10",
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    "predicted_text": "Zainab called Accenture IT support because she couldn't log in to her account. She had an incident number (INC48639634) supposedly approved by her manager, Eunice Emery-James, for a temporary access pass.  The support agent, Rai, repeatedly checked the ticket but claimed it wasn't visible or was pending in their system.  Despite Zainab confirming the ticket number multiple times and suggesting a system delay, Rai insisted the ticket was not approved.  There was confusion about the approving manager's name; Rai couldn't find Eunice's name associated with the ticket. Zainab suggested another manager, Andrew Domenico, but Rai stated the ticket remained pending.  Ultimately, Rai advised Zainab to wait for her manager to contact her with confirmation and the correct manager's name before calling back.  The call ended without resolution.\n",
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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>\nZainab called Accenture IT support because she couldn't log in to her account. She had an incident number (INC48639634) supposedly approved by her manager, Eunice Emery-James, for a temporary access pass.  The support agent, Rai, repeatedly checked the ticket but claimed it wasn't visible or was pending in their system.  Despite Zainab confirming the ticket number multiple times and suggesting a system delay, Rai insisted the ticket was not approved.  There was confusion about the approving manager's name; Rai couldn't find Eunice's name associated with the ticket. Zainab suggested another manager, Andrew Domenico, but Rai stated the ticket remained pending.  Ultimately, Rai advised Zainab to wait for her manager to contact her with confirmation and the correct manager's name before calling back.  The call ended without resolution.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 logging in, the incident number, and the confusion about the manager's name. It effectively conveys the repeated checks by the support agent and the ultimate advice given to Zainab. \n\nRelevance is high as the summary sticks to the main topic of the call without diverging into unnecessary details. \n\nCoherence is good; the summary has a logical flow and is easy to follow. \n\nAccuracy is mostly correct, but there is a minor inaccuracy: the summary states that Rai \"insisted the ticket was not approved,\" whereas Rai actually said the ticket was not visible or pending. \n\nCompleteness is strong; the summary covers the main concerns and the lack of resolution, but it could mention the repeated confirmation of the ticket number and the manager's name more explicitly.\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 key issue of Zainab's inability to log in to her account and the support agent's attempts to 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 correctly captures the details of the call, including the incident number, the manager's name, and the support agent's claims about the ticket's status. However, the summary could be improved by highlighting the repetition of the support agent's checks and the confusion about the approving manager's name.\n\nThe summary is mostly complete, describing the main problems and the lack of resolution. However, it could benefit from a clearer description of the support agent's final advice to Zainab.\n\nOverall, 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 key elements of the call:\n1. Identifies the caller (Zainab), her issue (login problems), and the incident number\n2. Accurately describes the back-and-forth regarding ticket visibility/status\n3. Captures the confusion around manager approval (Eunice vs. Andrew)\n4. Correctly states the unresolved outcome\n\nThe summary is concise while including all relevant details. It maintains coherence by presenting events in a logical sequence. The information is accurate to the transcript, though it could have mentioned the initial system issues announced at the start of the call for completeness. The summary effectively conveys the circular nature of the conversation and the frustration in resolving the ticket status.\n\nMinor improvements could include mentioning the initial system announcement about \"gone phishing\" issues and the verification steps (personnel number, email, callback number) for fuller context, but these aren't critical to understanding the core interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "1716abae-6d83-4dc8-a89a-20c7a4394d50",
    "train_trial_index": 0,
    "predicted_text": "The caller navigated an automated IT helpdesk system for password and account issues.  The system offered options for passwordless login support, password resets (via myid.accenture.com or an automated system), and account reactivation.  The automated system required the caller's employee ID, start date, and registered mobile phone for password resets.  After encountering a message indicating all agents were busy, the caller was offered the option to visit techsupport.accenture.com for self-service solutions. Finally, a live agent answered and requested the caller's enterprise ID and phone number.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 432.0,
      "num_output_tokens": 0.0,
      "inference_runtime": 3.0578582286834717,
      "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>\nThe caller navigated an automated IT helpdesk system for password and account issues.  The system offered options for passwordless login support, password resets (via myid.accenture.com or an automated system), and account reactivation.  The automated system required the caller's employee ID, start date, and registered mobile phone for password resets.  After encountering a message indicating all agents were busy, the caller was offered the option to visit techsupport.accenture.com for self-service solutions. Finally, a live agent answered and requested the caller's enterprise ID and phone number.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 options provided by the automated system, such as passwordless login support, password resets, and account reactivation. The summary also mentions the requirement for the caller's employee ID, start date, and registered mobile phone for password resets, which is relevant and accurate. The flow of ideas is coherent, making it easy to understand. However, the summary could be slightly more complete by mentioning the specific URLs provided for password resets and self-service options, which are important details. Overall, the summary is accurate and relevant but could benefit from including these specific details for completeness.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary effectively conveys the main points of the call transcript in a concise manner, covering the caller's navigation through the automated system, the options provided for password and account issues, and the eventual interaction with a live agent. The information presented is relevant to the topic and accurately reflects the content of the call transcript. The summary's structure is clear and easy to follow, making it coherent and understandable. The summary also provides a fair description of the main problems and resolutions, making it complete. The only potential improvement could be to make the summary slightly more concise, but overall, it is well-written and effectively conveys the necessary information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the automated IT helpdesk system interaction:\n1. Accurately presents the main options available (passwordless login, password resets, account reactivation)\n2. Correctly includes the specific requirements for password reset (employee ID, start date, mobile phone)\n3. Maintains proper sequence of events, from initial menu options to reaching a live agent\n4. Includes relevant technical details like specific websites (myid.accenture.com, techsupport.accenture.com)\n5. Concisely presents information without unnecessary details\n6. Coherently structures information in a logical flow\n\nThe summary meets all evaluation criteria well:\n- Conciseness: Efficiently condensed multiple menu options\n- Relevance: Focused on core IT support options\n- Coherence: Clear progression of options and events\n- Accuracy: All details match the transcript\n- Completeness: Covers all major aspects of the interaction\n\nMinor improvement possible: Could have mentioned initial menu options for applications and video conferencing, though these weren't central to the main interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "7856eae7-951d-49c5-949d-092319dfa6fe",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee, ########, called the IT helpdesk reporting a dead laptop.  Upon returning from break, their computer flickered, shut down, and the fan stopped working.  Attempting to access the BIOS setup resulted in sparks from the keyboard, prompting them to unplug the machine.  The helpdesk agent, after confirming the employee's details, instructed them to hold the power button for two to three minutes to drain residual power. After a 10-minute hold, the laptop still wouldn't turn on.  The agent escalated the issue to the local tech office in ######, #####, providing the employee with the ticket number INC #########.  The employee confirmed access to their Accenture email for further communication.  The call began with an automated message about high call volumes due to an ongoing \"gone phishing\" issue.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1006.0,
      "num_output_tokens": 0.0,
      "inference_runtime": 4.332052230834961,
      "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>\nAn Accenture employee, ########, called the IT helpdesk reporting a dead laptop.  Upon returning from break, their computer flickered, shut down, and the fan stopped working.  Attempting to access the BIOS setup resulted in sparks from the keyboard, prompting them to unplug the machine.  The helpdesk agent, after confirming the employee's details, instructed them to hold the power button for two to three minutes to drain residual power. After a 10-minute hold, the laptop still wouldn't turn on.  The agent escalated the issue to the local tech office in ######, #####, providing the employee with the ticket number INC #########.  The employee confirmed access to their Accenture email for further communication.  The call began with an automated message about high call volumes due to an ongoing \"gone phishing\" issue.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the laptop, the troubleshooting steps, and the escalation to the local tech office. 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 correctly. However, the summary includes an automated message about high call volumes due to a \"gone phishing\" issue, which is not directly relevant to the main problem discussed in the call. This slightly detracts from the relevance and completeness of the summary. Overall, the summary 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 employee's issue with their laptop and the steps taken by the helpdesk agent to resolve the problem. The summary has a clear structure, starting with the employee's issue, then describing the troubleshooting steps, and finally, the escalation of the issue to the local tech office. 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, including the employee's access to their Accenture email for further communication. However, some minor details, such as the initial automated message about high call volumes, could be considered less relevant to the main topic, but it does provide context for the call.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately describes the initial problem (laptop death, fan issues, keyboard sparks)\n2. Includes the troubleshooting steps attempted (power button hold)\n3. Notes the resolution (escalation to local tech)\n4. Includes relevant details like ticket number and location\n5. Mentions the initial automated message about phishing\n\nThe summary is concise while maintaining important details and follows a logical flow from problem to resolution. It's factually accurate and doesn't misrepresent any information from the transcript.\n\nMinor improvements could include:\n- More precise timing of the power button hold (transcript mentions 2-3 minutes, but there was a 10-minute hold)\n- Could have omitted the initial automated message about phishing as it wasn't relevant to the main issue\n\nOverall, the summary effectively balances detail and brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "d22d7463-f35d-4b69-a592-93c5c60c7653",
    "train_trial_index": 0,
    "predicted_text": "The employee, #########, called the IT helpdesk because their laptop was overheating, shutting down, and performing poorly. They were eligible for an upgrade as of May 19, 2024, and wanted a new laptop. The helpdesk agent, ###, informed them that laptop upgrades were temporarily unavailable due to stock issues.  There was no ETA for new stock, but ### provided a link to request an early upgrade based on business needs.  As a workaround, ### scheduled a remote troubleshooting session with Level 2 support for Monday at 8 AM EST to address the performance issues and potentially recommend a replacement if the troubleshooting was unsuccessful.  ### also sent a link where the employee could explore available upgrades.\n",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, You can also resolve many issues online via techsupport.accenture.com.  For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For MyLearning support, press 3.  For AEH applications such as Arc, MyWizard SI, MyWizard Governance, MyConcerto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, They are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways.\nSpeaker 4: Hi, this is ###.  Thank you for calling the Federal Service Desk.  Can I have your employee number?\nSpeaker 5: Hello?  Sorry.\nSpeaker 4: Yes.  Can you hear me?\nSpeaker 5: I can hear you now.  Can you hear me?\nSpeaker 4: Yes, I can hear you.  Can you provide me your employee number?\nSpeaker 5: Sure.  Hi, this is ##########.  My employee number is ########.\nSpeaker 4: Thank you and can I confirm your enterprise ID as well?\nSpeaker 5: Sure, it's ############.\nSpeaker 4: Thank you so much and in case this call got disconnected, can you provide me your callback number?\nSpeaker 5: Sure, it is ############.\nSpeaker 4: Thank you so much and how can I help you today?\nSpeaker 5: Sorry, I didn't get your name.\nSpeaker 4: My name is ###.\nSpeaker 5: ###.  Hi, ###.  ###, this is regarding my laptop.  And my laptop is due for upgrade.  My laptop is getting heated like anything.  I cannot work.  It keeps turning out, and the performance has degraded.  And I am eligible for upgrade as of May 19, 2024.  I was hoping you could help me with the upgrade of my laptop.\nSpeaker 4: So basically, you want to upgrade your laptop because you are having some issue of overheating, correct?\nSpeaker 5: Correct.  Yes, it's overheating.\nSpeaker 4: And I'm also eligible for the replacement of this laptop.  So I'll be assisting you with this.  And I'm sorry for the inconvenience.  There is a current update for the laptop replacement or upgrades.  Currently, we are temporarily out of stock of devices for the upgrade program.  So we need to wait for the upgrade invitation that will be sent to you by email.  So when the program reopens and new stock is available, we can proceed with the upgrade.  And unfortunately, we do not have an exact ETA for new stocks at this time.  But in the meantime, if you require a different laptop that meet your business needs, I can provide you the link that you can request an early upgrade, or you can check what are the available machines that would be suited for your business needs.  All requests will be carefully evaluated based on specific business requirements.  Again, we don't have the exact number, or exact APA for the new stack of this time.  So maybe the next month there should be an update.  And for the workaround, is it okay to schedule you a remote session with the level to support to do a performance troubleshooting on your machine?  And if necessary, if the troubleshooting would not work, it should be assessed would be assessed by the Level 2 if they can recommend you a new machine.  But again, other...\nSpeaker 5: I would appreciate that if you could please schedule the call and then send me the details like, you know, where I have to request for, you know, earlier form or whatever you're saying.  I can follow that.  Thank you.\nSpeaker 4: Yeah.  I can send you the link now.  And is it okay to schedule you a remote session with the Level 2 support on Monday?\nSpeaker 5: Yes, please.\nSpeaker 4: So what is the best time for you to do a remote session with them?  They're available from 8 ###.  to 7 ###.  EST.  And I send you the link where you can check for the upgrades that would meet your business needs.\nSpeaker 5: Oh, thank you.  Again, I just got your thing.  I am just checking my calendar for Monday.  Yes, one more.\nSpeaker 4: Yes.\nSpeaker 5: Oh, this multi-factor authentication is killing me.  It has to send me a text.\nSpeaker 4: Yeah, I got that a lot.  You can also ping me on things.  What is the best schedule that you would do a remote session on Monday?\nSpeaker 5: Yes, it is blocking my calendar.  I cannot view my calendar.  One more minute, please.  It is just completing my multi-factor authentication.  There we go.  And I'm checking my calendar for Monday.  Monday is at 8 AM.  They can do it from 8 AM.\nSpeaker 4: Yes, that would be fine.  So I'll be setting you a remote session schedule on Monday on 8 a.m.  Eastern Time with D-Level to support, to do a performance troubleshooting.\nSpeaker 5: Yes, I have another call from 9  a.m.,  from 8 a.m.  to 9 a.m if they can do, it would be as much as possible.\nSpeaker 4: Yes, I'll be putting a note on the ticket.\nSpeaker 5: Thank you, thank you.\nSpeaker 4: So is there anything else I can help you with, ##########?\nSpeaker 5: No, thanks.  I think I'm good for now.  I appreciate your help.\nSpeaker 4: You're welcome.  So, just wait.  You'll be receiving an email confirmation also on the remote session schedule.\nSpeaker 5: Perfect.  Perfect.  I look forward to the email.\nSpeaker 4: Thank you.  Thank you for calling ######### and have a great day ahead.  Happy weekend.\nSpeaker 5: You too.  Happy weekend.  Take care.  Bye.  Bye.\n</call_transcript>\n<summary>\nThe employee, #########, called the IT helpdesk because their laptop was overheating, shutting down, and performing poorly. They were eligible for an upgrade as of May 19, 2024, and wanted a new laptop. The helpdesk agent, ###, informed them that laptop upgrades were temporarily unavailable due to stock issues.  There was no ETA for new stock, but ### provided a link to request an early upgrade based on business needs.  As a workaround, ### scheduled a remote troubleshooting session with Level 2 support for Monday at 8 AM EST to address the performance issues and potentially recommend a replacement if the troubleshooting was unsuccessful.  ### also sent a link where the employee could explore available upgrades.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 laptop overheating 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, such as the eligibility for an upgrade, the stock issues, and the scheduling of a remote troubleshooting session. However, it misses some minor details, such as the employee's difficulty with multi-factor authentication and the exact time constraints for the remote session. Overall, the summary provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their laptop and the helpdesk agent's response. The summary has a clear structure, making it easy to understand and follow, thus demonstrating coherence. The information presented is factually correct, matching the details provided in the call transcript, which indicates accuracy. In terms of completeness, the summary covers the main problem (the employee's laptop issues and eligibility for an upgrade) and the resolution (the unavailability of upgrades due to stock issues, the provision of a link for early upgrade requests, and the scheduling of a remote troubleshooting session). Overall, the summary effectively captures the essence of the call transcript without omitting crucial details or including irrelevant information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the problem (overheating laptop, performance issues)\n2. Mentions the upgrade eligibility date\n3. Accurately describes the current situation (no stock available)\n4. Details the solution (remote troubleshooting appointment and early upgrade request option)\n5. Includes the specific appointment time\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical structure: problem \u2192 context \u2192 immediate limitation \u2192 solutions. All facts presented align accurately with the transcript.\n\nMinor improvements could include mentioning that the remote session was specifically scheduled to fit within the 8-9 AM window due to the caller's schedule constraints. However, this is a relatively minor detail that doesn't significantly impact the summary's overall quality.\n\nThe summary successfully balances brevity with informativeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "c2835f58-def1-440c-bde6-defd4d69b1eb",
    "train_trial_index": 0,
    "predicted_text": "A user contacted Accenture's IT helpdesk regarding a non-compliant device issue preventing system login.  The user had previously contacted support and received a link for a remote session, but it had expired.  The helpdesk agent confirmed the user's identity using their email address and callback number, located the previous ticket (INC 48674123), and initiated a new remote session using 123rescue.com.  After an initial attempt failed due to the application not being run as administrator, the agent provided a second PIN code and guided the user through the correct process.  Finally, the agent connected the user's remote session to the appropriate technician and ended the call.  The call also mentions a high call volume due to MyT performance issues and users being redirected to a phishing page, but this was unrelated to the user's specific issue.\n",
    "base64_images": [],
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    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For MyLearning Support, press 3.  For AEH applications such as Arc, MyWizard SI, MyWizard Governance, You can also resolve many issues online via techsupport.accenture.com.  For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer.\nSpeaker 4: Sorry, I don't have my personal number, but can I tell my email ID?\nSpeaker 5: Okay, sure.  Can I have that?\nSpeaker 4: ####, #-#_#, # for, # for, let's spell me out, # for ###, # for #####, # for ####, # for #########, dot, # for ####, # for #####, # for #####, # for ######, # for #####, # for #####, # for #####.\nSpeaker 5: All right, so just to confirm, the first thing is #######, am I correct?\nSpeaker 4: No, no.  #-#-#-#.  #-#-# for ####, # for #########.\nSpeaker 5: All right, got it.  Thank you so much.  Let me check this one first.  Just give me a second.  And while checking the enterprise ID you provided, can I also have your callback number, please?\nSpeaker 4: ############.\nSpeaker 5: All right.  Got it.  Thank you so much.  How can I help you today, ######?\nSpeaker 4: Actually, yesterday I made a service request with the team.  When I tried to log into my system, I got an email saying that I have one non-compliant device.  So I called the team yesterday and they shared me a link to connect.  And the link was at around 11 o'clock, but I tried to connect by around 11-4 or something.  By that time, when they connected, showing me that the maximum time limit has exceeded.  So please try again after a later time.\nSpeaker 5: Sorry for that one, ####, but don't worry, since you have me on the line, I'll do my best to assist you with your connecting.  So right now, since you mentioned that you're receiving a message that your device is not compliant, so I'll be looking for an available technician to do the remote session today if you're available.  So are you available for 30 minutes to one hour for the remediation of your machine?\nSpeaker 4: Yeah, for sure, I'm available.\nSpeaker 5: Okay, thank you so much.  So I'll just be looking first for an available technician, okay?  But I would like to ask also, do you have the ticket number from yesterday's call?\nSpeaker 4: Yeah, I do have one second.  INC 48674123.\nSpeaker 5: All right.  Let me repeat.  It's INC 48674123.  Is that right?\nSpeaker 4: Yeah, right.\nSpeaker 5: Okay.  Thank you so much.  So, ######, is it okay if I'll be putting the phone on hold first for one to two minutes?  while checking the ticket number as well?  Yeah.  Okay, thank you so much.  Thank you so much.  Hello, ####.  Thank you so much for patiently waiting on the line.  So I already checked the ticket number you provided and I already pinged the technician who handled your ticket.  So right now, let's do a remote session while waiting for the technician.  So kindly open a browser on your machine.  Any browser will do.  And type 123rescue.com.\nSpeaker 4: Just a second.\nSpeaker 5: 123rescue.com.  That is correct.  And I'll be providing you the pin code.\nSpeaker 4: Yeah.\nSpeaker 5: Are you ready?\nSpeaker 4: Yeah, I'm ready.\nSpeaker 5: Okay, so it's 418185.  Let me repeat, 418185.  Start downloading the applet.  That is correct.  Start downloading the applet.  Once done, go to your download folder.  right-click the file from our option and make sure to run it as administrator.\nSpeaker 4: Okay.  Oh, I just opened that.  Double-click that one and it opened.  It's showing me connected.  The support representative will be with you shortly.\nSpeaker 5: All right.  So we have to repeat the process because you need to run it as administrator so that technician can really OK, so you want me to close this pop-up?  Yes, please close that one.  And I'll be providing you a different PIN code.\nSpeaker 4: OK, so again, I'll have to go to 123rescue, right?  Mm-hmm, that is correct.  123rescue.com, yeah.\nSpeaker 5: OK, just give me a second.  All right, so the PIN code is 632697.\nSpeaker 4: 697, OK.  632697.\nSpeaker 5: So just do the same process.  Download the applet.  Then don't open the file directly.  You have to go to your download folder, look for show more option, and run it as administrator.\nSpeaker 4: I went to downloads option.  It's only showing me.  Yeah, here I can see this one.  Should I go to show in folder?\nSpeaker 5: Go to your folder.  Then right-click the file you downloaded.\nSpeaker 4: OK.\nSpeaker 5: Then look for Show More Options.  Click that one and run it as administrator.\nSpeaker 4: OK.  Yes.  You must provide a reason before continuing.  Select a reason.  Accenture Business.\nSpeaker 5: Accenture Business.  Mm-hmm.  That's correct.  Accenture Business.\nSpeaker 4: Yeah.  Report representative will be with you shortly.  All right.\nSpeaker 5: I'm already launching the remote session.  Please accept.\nSpeaker 4: Okay.\nSpeaker 5: All right.  I'm seeing your screen right now, ####, and I already have here the technician as well, so we can just end the call, and I'll be transferring the remote session to the technician.\nSpeaker 4: Okay, sure.  Thank you.\nSpeaker 5: Okay.  Thank you so much, ####.  Bye-bye for now.\nSpeaker 4: Thank you.  Thank you.\nSpeaker 5: Thank you as well.  You're welcome.  Bye-bye.\n</call_transcript>\n<summary>\nA user contacted Accenture's IT helpdesk regarding a non-compliant device issue preventing system login.  The user had previously contacted support and received a link for a remote session, but it had expired.  The helpdesk agent confirmed the user's identity using their email address and callback number, located the previous ticket (INC 48674123), and initiated a new remote session using 123rescue.com.  After an initial attempt failed due to the application not being run as administrator, the agent provided a second PIN code and guided the user through the correct process.  Finally, the agent connected the user's remote session to the appropriate technician and ended the call.  The call also mentions a high call volume due to MyT performance issues and users being redirected to a phishing page, but this was unrelated to the user's specific issue.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 user's issue with a non-compliant device, the expired remote session link, and the steps taken by the helpdesk agent to resolve the issue. It also mentions the high call volume due to MyT performance issues, which, while not directly related to the user's problem, provides context for the call environment.\n\nRelevance is high as the summary focuses on the main issue and the resolution process. However, the mention of the MyT performance issues, although providing context, could be seen as slightly extraneous.\n\nThe coherence of the summary is good, with a clear structure and logical flow of ideas, making it easy to follow.\n\nAccuracy is strong, with the summary correctly reflecting the details of the call, including the user's identity verification, the ticket number, and the steps for the remote session.\n\nCompleteness is also good, as the summary covers the main concerns and resolutions discussed in the call. However, it could have briefly mentioned the user's callback number and the specific steps the agent took to verify the user's identity for a more comprehensive overview.\n\nOverall, the summary is well-done but could be slightly improved by trimming the less relevant details and adding minor missing points.",
        "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 a non-compliant device and the steps taken to resolve it. The summary has a clear structure, making it easy to follow and understand, thus achieving coherence. The information presented is factually correct, matching the details provided in the call transcript, which ensures accuracy. Lastly, the summary provides a fair description of the main problem and its resolution, including the initial failed attempt and the subsequent successful connection to a technician, thereby achieving completeness. The mention of the unrelated MyT performance issue is also noted but does not detract from the main issue at hand.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (non-compliant device preventing login)\n2. Accurately describes the sequence of events (previous contact, expired link, new remote session)\n3. Includes specific details (ticket number, website used, administrator rights issue)\n4. Maintains coherent flow from problem to resolution\n5. Appropriately mentions but doesn't overemphasize the unrelated MyT issues\n\nThe summary is concise while retaining essential information and maintains good readability. It accurately reflects the conversation's progression and technical steps taken. The only minor improvement could be mentioning that the user agreed to a 30-60 minute timeframe for remediation, but this isn't crucial to the main narrative.\n\nThe summary demonstrates strong performance across all evaluation criteria: conciseness (very good), relevance (excellent), coherence (excellent), accuracy (excellent), and completeness (very good).",
        "claude_score": 9.0
      }
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    "instance_id": "5f2a2f72-288e-4016-a61b-4f4fd0f71ad8",
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    "predicted_text": "An Accenture employee called the IT helpdesk because their laptop account was locked. The helpdesk agent, after verifying the employee's identity through personnel number, email, phone number verification, location, and start date, unlocked the account.  The agent informed the employee that it would take up to 30 minutes for the unlock to replicate through the system, despite the employee's request to expedite the process due to urgent client work on a cloud PC.  The employee confirmed they knew both their PIN and password for login after the unlock.\n",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom... To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor, or do not know your personnel number, press 1.\nSpeaker 2: Hi.  We are.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues.\nSpeaker 2: Thank you for calling Service Desk.  This is ########.  May I have your personnel number, please?\nSpeaker 3: Yes.  Sorry.  One moment, please.\nSpeaker 2: It is 1.\nSpeaker 3: #################################. correct?\nSpeaker 2: thank you so much.\nSpeaker 3: can you confirm your accent your email address uh ########## ##################.\nSpeaker 2: Thank you very much.  And sorry about this issue you're encountering right now.  Mr.  #######, I'll try my best to assist you today before anything else.  Do you have any callback number?\nSpeaker 3: Yes.  So I'm calling in because I got logged out of my laptop and I can log back in.  It says my account is locked.\nSpeaker 2: Yes.  I can see that here.  Okay.  Get your callback number first, just in case we get disconnected.  ############.  Thank you very much.  So to unlock your account, we will do the verification first, okay?  I'll do verification before I unlock your account.  So I will start now.  Just one moment.  I'll send a code to your phone number.\nSpeaker 3: Okay.\nSpeaker 2: What's the phone number, please?\nSpeaker 3: Oh, my phone number.  I'm sorry.  ############.\nSpeaker 2: All right, I already sent the code.\nSpeaker 3: It's ######.\nSpeaker 2: I'm sorry, ####?  #########.  All right.  Can you repeat again your personnel number?\nSpeaker 3: Your personnel number?\nSpeaker 2: It is ########.  What is your Accenture location?\nSpeaker 3: ########, ####.\nSpeaker 2: Official start date?\nSpeaker 3: The start date?\nSpeaker 2: Yes, your official start date to adventure.\nSpeaker 3: I believe it was #### ##\nSpeaker 2: Okay, what's the year?\nSpeaker 3: ####\nSpeaker 2: Let me double check.\nSpeaker 3: Okay.\nSpeaker 2: Okay, still checking.\nSpeaker 3: Okay.\nSpeaker 2: It's still loading on my end.  This is taking a long time.  Just bear with me, please.  #### ####.  Okay, so I'll go ahead and unlock your account here.  So can you log in in 30 minutes?\nSpeaker 3: In 20 minutes?\nSpeaker 2: 30 minutes.  There is a replication time for everything.\nSpeaker 3: Wow.  Is there any way to expedite because I have some work to do?  And I'm using a cloud PC for my client work.  I can't even access that.\nSpeaker 2: I do completely understand that, but this is system.  We can't expedite the system.  We trigger to unlock, and then the system on the back end, they do that by replication time.  So we have to wait at least.  a couple of minutes.  You try in five minutes.  If it's not going to work, try again in 10 minutes.  But there is always a replication time, okay?  All right.\nSpeaker 3: Sounds good.\nSpeaker 2: All right.  Perfect.  Thank you so much, ###.  I'll update your ticket here, and you may receive a survey through email, okay?  But may I know if you know your password?\nSpeaker 3: Uh, well, that's what I was going to ask you.  Is it going to be my PIN or the actual password?\nSpeaker 2: You can choose both PIN or password, okay?\nSpeaker 3: Okay, yeah, I have both of them.  Thank you.\nSpeaker 2: Okay, you're welcome.  You have a great day there, okay?  Bye for now.\nSpeaker 3: Thank you, you too.  Bye.\n</call_transcript>\n<summary>\nAn Accenture employee called the IT helpdesk because their laptop account was locked. The helpdesk agent, after verifying the employee's identity through personnel number, email, phone number verification, location, and start date, unlocked the account.  The agent informed the employee that it would take up to 30 minutes for the unlock to replicate through the system, despite the employee's request to expedite the process due to urgent client work on a cloud PC.  The employee confirmed they knew both their PIN and password for login after the unlock.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue of the locked account, the verification process, and the resolution. It is relevant, focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the steps taken by the helpdesk agent and the employee's responses. However, it misses some minor details, such as the agent's initial apology for the issue and the specific mention of the callback number. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their laptop account being locked and the resolution provided by the helpdesk agent. 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 verification process, the resolution of unlocking the account, and the time it would take for the unlock to replicate through the system. It also accurately notes the employee's request to expedite the process and the agent's explanation for why this was not possible.\n\nThe summary is complete in that it covers the main problem (the locked account) and the resolution (unlocking the account), including the employee's concern about the delay and their confirmation of knowing their login credentials.\n\nOverall, the summary effectively captures the essential elements of the call transcript without omitting critical details or including irrelevant information.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Clearly states the main issue (locked laptop account)\n2. Accurately describes the verification process\n3. Includes the resolution (account unlock) and the 30-minute replication time\n4. Mentions the employee's work context and urgency\n5. Notes the final confirmation about PIN/password availability\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical flow from problem identification to resolution. All stated facts align accurately with the transcript, and no important details are omitted or misrepresented. The summary successfully balances brevity with completeness, providing a clear understanding of both the issue and its resolution.\n\nThe only minor improvement could be mentioning that the agent suggested trying to log in after 5-10 minutes first, rather than waiting the full 30 minutes, but this is a relatively minor detail.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "9819a6d6-d2a4-4416-a54e-ab8d81e8cf80",
    "train_trial_index": 0,
    "predicted_text": "####### called Accenture IT support because they couldn't log into their Windows laptop. Initially, they were passwordless and using a PIN, but kept receiving a \"PIN not available\" error.  After multiple restarts and unsuccessful attempts to set a password via their phone, they contacted support. The IT agent, after confirming #######'s identity, guided them through a password reset process using myid.accenture.com.  This involved CAPTCHA verification, a text message code, and two-factor authentication via an Authenticator app.  After successfully resetting the password, ####### was able to log in. The agent advised them to wait a week before switching back to passwordless login and using a PIN. The ticket was then closed and a survey request was sent to #######.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1706.0,
      "num_output_tokens": 0.0,
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      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.\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####### called Accenture IT support because they couldn't log into their Windows laptop. Initially, they were passwordless and using a PIN, but kept receiving a \"PIN not available\" error.  After multiple restarts and unsuccessful attempts to set a password via their phone, they contacted support. The IT agent, after confirming #######'s identity, guided them through a password reset process using myid.accenture.com.  This involved CAPTCHA verification, a text message code, and two-factor authentication via an Authenticator app.  After successfully resetting the password, ####### was able to log in. The agent advised them to wait a week before switching back to passwordless login and using a PIN. The ticket was then closed and a survey request was sent to #######.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the PIN, the steps taken to reset the password, and the final resolution. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are clear, making it easy to follow. The information is accurate, reflecting the key events and steps taken during the call. However, it could be slightly more complete by mentioning the initial troubleshooting step of hard rebooting the laptop, which was an important part of the process. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the caller's issue with logging into their 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 states the caller's initial issue, the steps taken to resolve it, and the final outcome. The summary also provides a fair description of the main problems and resolutions, making it complete.\n\nThe only potential improvement could be to include more specific details about the initial troubleshooting steps taken by the IT agent, such as the hard reboot attempt. However, given the space constraints, the summary does a good job of prioritizing the most important information.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the initial problem (PIN not available error)\n2. Describes the context (passwordless user unable to login)\n3. Details the attempted solutions before calling support\n4. Accurately outlines the resolution process through myid.accenture.com\n5. Includes the important follow-up instruction about waiting a week before switching back to passwordless\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem to resolution. It accurately represents the conversation without including unnecessary details. The language is clear and professional.\n\nMinor improvement could be made by mentioning that the initial troubleshooting included a hard reboot attempt by the agent, but this isn't crucial to understanding the core issue and resolution.\n\nThe summary meets all evaluation criteria effectively:\n- Conciseness: Excellent\n- Relevance: High\n- Coherence: Well-structured\n- Accuracy: Precise\n- Completeness: Very good",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "4aa0d3a1-f140-4d1a-b796-472b75d46854",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk needing assistance reinstalling Citrix software.  The helpdesk agent, after confirming the employee's identity and machine ownership (Accenture-provided), remotely connected to the employee's laptop.  The agent attempted to uninstall the existing Citrix software, which appeared to be already uninstalled but was still showing in the system.  The agent then downloaded the new Citrix installer and attempted to run it as administrator.  During installation, an error occurred. The agent put the employee on hold to consult with the support team, suggesting they continue the conversation via chat within the remote session while ending the voice call. The employee agreed, and the call was terminated while the remote session remained active for continued troubleshooting via chat.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1762.0,
      "num_output_tokens": 0.0,
      "inference_runtime": 3.6877336502075195,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, MyConcierto, press 4.  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>\nAn Accenture employee called the IT helpdesk needing assistance reinstalling Citrix software.  The helpdesk agent, after confirming the employee's identity and machine ownership (Accenture-provided), remotely connected to the employee's laptop.  The agent attempted to uninstall the existing Citrix software, which appeared to be already uninstalled but was still showing in the system.  The agent then downloaded the new Citrix installer and attempted to run it as administrator.  During installation, an error occurred. The agent put the employee on hold to consult with the support team, suggesting they continue the conversation via chat within the remote session while ending the voice call. The employee agreed, and the call was terminated while the remote session remained active for continued troubleshooting via chat.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 reinstalling Citrix, the helpdesk agent's steps to resolve it, and the decision to continue troubleshooting via chat. The information is relevant and focused on the main topic. The summary is coherent, with a clear structure and logical flow of ideas. It accurately reflects the events of the call without any misleading information. However, it misses some minor details, such as the initial high call volume message and the specific error messages encountered. Overall, it provides a fair description of the main 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 reinstalling Citrix software. The summary has a clear structure and flow of ideas, making it coherent and easy to understand. The information presented is factually correct, with no false or misleading information, making it accurate. The summary provides a fair description of the main problem and the steps taken to resolve it, but it does not mention the final resolution, only that the conversation was continued via chat. However, considering the call transcript, it appears that the issue was not fully resolved at the time of the call, so the summary's completeness is reasonable given the information available.\n\nOverall, the summary meets the criteria of conciseness, relevance, coherence, accuracy, and completeness to a high degree.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Correctly identifies the main issue (Citrix reinstallation)\n2. Accurately describes the sequence of events (identity verification, remote connection, uninstall attempt, installation issues)\n3. Properly captures the resolution approach (switching to chat while maintaining remote session)\n4. Maintains good coherence with clear chronological flow\n5. Stays concise while including essential details\n\nThe summary is highly accurate and doesn't include any misleading information. It effectively communicates the technical nature of the issue and the steps taken to resolve it. The only minor improvement could be mentioning that the agent needed to take screenshots of the error messages before consulting the support team, but this is a relatively minor detail in the overall context of the call.\n\nThe summary successfully balances brevity with completeness, making it an excellent representation of the interaction.",
        "claude_score": 9.0
      }
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    "predicted_text": "The employee, ######, called the IT helpdesk because they were locked out of their Windows laptop and needed the BitLocker recovery key.  After providing their personnel number, callback number, and verifying their identity via a text message code, location, and partial BitLocker key, the helpdesk agent, #####, provided the 48-character recovery key. The agent confirmed the employee's asset tag to ensure the correct key was provided.  The agent informed the employee that the recovery key is permanent and can be reused.  Finally, the agent stated they would resolve the ticket and send a survey to the employee.\n",
    "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, 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>\nThe employee, ######, called the IT helpdesk because they were locked out of their Windows laptop and needed the BitLocker recovery key.  After providing their personnel number, callback number, and verifying their identity via a text message code, location, and partial BitLocker key, the helpdesk agent, #####, provided the 48-character recovery key. The agent confirmed the employee's asset tag to ensure the correct key was provided.  The agent informed the employee that the recovery key is permanent and can be reused.  Finally, the agent stated they would resolve the ticket and send a survey to the employee.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue, the verification process, and the resolution. It is relevant, focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the steps taken during the call. However, the summary mentions a 48-character recovery key, while the transcript indicates a 45-character key. This minor inaccuracy slightly affects the completeness and accuracy. Overall, 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 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, making it easy to understand and follow, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly states the employee's problem, the verification process, and the resolution provided by the agent. However, it mentions a 48-character recovery key, whereas the transcript does not explicitly state the length of the key, only that it took a \"whole piece of paper\" to write down and that the agent provided 45 characters initially.\n\nThe summary is mostly complete, covering the main problem and resolution, but it does not mention the initial automated message about high call volume due to performance issues, which is not directly related to the employee's issue but is part of the overall context of the call.\n\nOverall, the summary effectively conveys the necessary information but has a minor inaccuracy regarding the recovery key length.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Clearly states the problem (BitLocker lockout)\n2. Accurately describes the verification process (personnel number, callback number, text verification, location, partial BitLocker key)\n3. Mentions the solution (providing recovery key)\n4. Includes important follow-up information (key permanence, survey)\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical flow from problem identification to resolution. The information is accurate, though it states a 48-character key when the transcript mentions 45 characters - a minor discrepancy. The summary successfully captures both the technical aspects and the process flow of the interaction.\n\nThe only slight improvement could be mentioning that the agent had to check between two machines before providing the key, but this is a minor detail in the overall interaction.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "05fcef78-ef0c-4360-89fd-b993563ae2da",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee, ######, called the IT Service Desk for assistance installing Schedule Analyzer, a Primavera P6 add-on.  After navigating the automated system and a brief hold, the agent, ######, confirmed ######'s identity.  The agent then initiated a remote session using 123rescue.com, providing ###### with the six-digit access code. After a brief connection issue, the agent accessed ######'s screen and located the downloaded software.  The agent installed the software, briefly placing ###### on hold during the process.  After successful installation, the agent closed the ticket and informed ###### about a forthcoming satisfaction survey.\n",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For My Learning Support, press 3.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the Service Desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can...\nSpeaker 4: Hi, thank you for calling Service Desk.  My name is ######.  Can I please have your personnel number?\nSpeaker 5: I don't have it on top of my head.  It's okay.\nSpeaker 4: How about your enterprise ID?\nSpeaker 5: ################.\nSpeaker 4: Is it okay if you spell it out in phonetics?\nSpeaker 5: Oh, yeah.  ############### dot #############.\nSpeaker 4: Okay, thank you for that.  So, let me just pull up your account here in my end.  Okay.  Okay, and can I have your best call back number?  Just in case we get I can call you back.  Okay, thank you.  So, ########, how may I assist you today?\nSpeaker 5: Yeah, we bought a software.  This is like an add-on software to Primavera P6.  It's used to analyze the data, but I need help installing it to my machine.\nSpeaker 4: Okay, so I do apologize for the inconvenience, ########, but don't you worry, since you have me on the line, I'll do my best to assist you with your concerns from your calling in, because you bought a software and you needed assistance to install it to your machine.\nSpeaker 5: Right.\nSpeaker 4: Okay.  Yes.  Okay, sorry for cutting you out, ########.  So for me to further assist you on this concern, is it okay if we do a remote session?\nSpeaker 5: It's OK.  Yeah.\nSpeaker 4: OK.  Please open a browser and then search for 123rescue.com.\nSpeaker 5: Any browser?  What is it again?\nSpeaker 4: Yeah.  It's 123rescue.com.  And just to confirm, you're using an Accenture machine?\nSpeaker 5: Yes.\nSpeaker 4: OK.  That's great.  Is it asking for the six-digit code right now?\nSpeaker 5: Yes.\nSpeaker 4: Okay, your six-digit code, Mitchell, would be 417-245.  245?  Yes.\nSpeaker 1: Okay.\nSpeaker 5: Download?\nSpeaker 4: Yes, please.\nSpeaker 5: So downloading is done.\nSpeaker 4: Okay, and then after downloading it, do not open it right away.  Please run it as an administrator first.\nSpeaker 5: Say that again, sorry?\nSpeaker 4: Run it as an administrator.  Go to your download files.\nSpeaker 5: Okay.\nSpeaker 4: You will see there the support.  log me in file.  Right click on it.  Click show more options.  Oh yes.\nSpeaker 5: It's showing it's connecting.\nSpeaker 4: Okay.  Please click.  okay once you see a prompt on your screen.\nSpeaker 5: I did.  I clicked okay.\nSpeaker 4: Okay.\nSpeaker 5: Thank you.  Seeing my screen now?\nSpeaker 4: Not yet.  It is still connecting here in my screen, so I'm still waiting for it to establish the connection properly.  Okay.\nSpeaker 5: Okay.\nSpeaker 4: Okay, just a minute.  Still connecting.\nSpeaker 5: The remote control stopped.  How do we?\nSpeaker 4: Okay, just a minute.  I'm still connecting.  Okay, just a moment.  Okay.  Now I can see your screen.  So, um, uh, which one?  Oh, sorry.  Okay.\nSpeaker 5: Uh, where was it?\nSpeaker 4: Okay.\nSpeaker 5: I want to show you where, where that is.  I just downloaded it.  This one right here.\nSpeaker 4: Okay.  May I know what software is this?\nSpeaker 5: Schedule analyzer.  Schedule analyzer.\nSpeaker 4: Okay.\nSpeaker 5: Let me close the others.  Go ahead.  Okay.\nSpeaker 4: Okay, just a minute.  I'm still loading up.  Okay.  Let's see if it will be installed.  Okay, just a minute.  It's still loading up.  Okay, while installing the software, ########, is it okay if I put the call on hold for two minutes?  Sure.  Okay, thank you.  Thank you for patiently waiting on the line.  ######, can you please check if this is the correct one?\nSpeaker 5: Yes, it is.\nSpeaker 4: Okay.\nSpeaker 5: What is this?  Okay.\nSpeaker 4: Okay.\nSpeaker 5: Okay.  So this is the software user ID, right?  I think this is it.  Got it.\nSpeaker 4: OK.  So since we're able to install the Schedule Analyzer successfully to your machine, ######, I'll go ahead and close the ticket here in my end.  In fact, it has resolved.  And upon resolution of the ticket, you may receive the survey via email.  So any feedback would be highly appreciated, OK?  Thank you for calling Service Desk and have a great day.  Bye for now.\nSpeaker 5: Thank you.\nSpeaker 4: Bye.  Have a great weekend.\nSpeaker 5: It's over.\n</call_transcript>\n<summary>\nAn Accenture employee, ######, called the IT Service Desk for assistance installing Schedule Analyzer, a Primavera P6 add-on.  After navigating the automated system and a brief hold, the agent, ######, confirmed ######'s identity.  The agent then initiated a remote session using 123rescue.com, providing ###### with the six-digit access code. After a brief connection issue, the agent accessed ######'s screen and located the downloaded software.  The agent installed the software, briefly placing ###### on hold during the process.  After successful installation, the agent closed the ticket and informed ###### about a forthcoming satisfaction survey.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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, the steps taken by the agent, and the resolution. It is relevant, focusing on the main topic of installing the Schedule Analyzer software. 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, it misses some minor details, such as the initial high call volume message and the specific steps the agent took during the remote session. 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 points of the call transcript in a brief manner. It is also relevant, focusing on the primary issue of installing the Schedule Analyzer software. The coherence of the summary is clear, with a logical flow of ideas that makes it easy to follow.\n\nIn terms of accuracy, the summary correctly represents the information from the call transcript, including the use of 123rescue.com for the remote session and the successful installation of the software. The summary also captures the resolution of the issue and the closure of the ticket.\n\nRegarding completeness, the summary covers the main problem (installing the software) and the resolution, but it does not mention the initial automated system messages or the high call volume announcement. However, these details are not crucial to understanding the main issue and its resolution.\n\nOverall, the summary effectively conveys the essential information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Clearly identifies the purpose (installing Schedule Analyzer software)\n2. Accurately describes the sequence of events (identity verification, remote session setup, installation process)\n3. Includes relevant technical details (123rescue.com, six-digit code)\n4. Maintains proper flow and logical progression\n5. Concludes with the resolution and mention of the survey\n\nThe summary is concise while retaining essential information, avoiding unnecessary details from the automated system prompts. It's coherent and easy to follow. The information is accurate, matching the transcript without any misrepresentations. In terms of completeness, it covers all major aspects of the interaction including the initial problem, process, and resolution.\n\nMinor improvement could be made by mentioning that the software was successfully tested/verified by the user (when they confirmed the user ID), but this is a relatively minor detail.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "b3926aed-70fe-4156-91da-97ad8a4a46e6",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee, ########, called the company's IT helpdesk to check on the status of a ticket (INC #########) submitted for their managing director, ###########, regarding a slow laptop.  The helpdesk agent, #######, confirmed the ticket and reviewed the notes.  The notes indicated that troubleshooting steps, including clearing cache and disabling IPv6, had been performed. The IT representative had advised the user to test performance and report back if the issue persisted. However, there were no further updates on the ticket. ######## confirmed they would follow up with ########### directly. The call took place during a period of high call volume due to a separate system outage causing a \"gone fishing\" error page.\n",
    "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.\nSpeaker 2: For Video Conferencing Services, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 4: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold if you would prefer.\nSpeaker 5: Thank you for calling CIO.  My name is #######.  May I have your personal number, please?\nSpeaker 6: Yeah.  Hi, #######.  This is ######## from Accenture, and I'm calling on behalf of my managing director, ###########.  So the thing is, I have raised a ticket for him regarding the laptop that is very, very slow or that is not working properly.  So I just want to make sure or to confirm if the issue has been resolved.  I have the ticket number.\nSpeaker 5: Oh yes, please.\nSpeaker 6: OK, so the ticket number is INC #########.\nSpeaker 5: Right, that would be INC #########.\nSpeaker 6: That's correct.\nSpeaker 5: All right, I'm pulling up the ticket now.\nSpeaker 4: Yes.\nSpeaker 5: All right, I am taking a look at the ticket here.  It's from the ###### representative.  This is regarding the Chrome troubleshooting here, clear cache, downloaded semantic.  Uncheck IPv6.  We'll ping back in case if it's still slow.  Pardon me.  May I know, may I have your personnel number so I can add this as a contact or caller?  You're calling in behalf of ###########, right?  Yes.\nSpeaker 6: So my number is, I'm sorry, my personnel number is #########.\nSpeaker 5: Okay, thank you.  All right, while I pull up your account here, ##### already spoke to you regarding this, and he's still experiencing a slow performance on his laptop.\nSpeaker 6: Actually, he is not responding yet, but I just want to make sure because the last time that I contacted IT, he advised me that they're going to contact him.  So I just wanted to make sure, or is there a note on the ticket if this has been resolved?\nSpeaker 5: There are no new notes yet, but I'm going to tell you the last note of the representatives.  So they say after doing some troubleshooting on his laptop, You say, user will check performance of Edge and will ping back if in case it's still slow.  So yes, the troubleshooting has been done, but it doesn't look like there are any new updates yet.\nSpeaker 6: Okay, so I'll make a follow-up with him again, okay, to confirm this issue.  Thank you so much.\nSpeaker 5: Bye-bye.  All right.  Bye-bye.\n</call_transcript>\n<summary>\nAn Accenture employee, ########, called the company's IT helpdesk to check on the status of a ticket (INC #########) submitted for their managing director, ###########, regarding a slow laptop.  The helpdesk agent, #######, confirmed the ticket and reviewed the notes.  The notes indicated that troubleshooting steps, including clearing cache and disabling IPv6, had been performed. The IT representative had advised the user to test performance and report back if the issue persisted. However, there were no further updates on the ticket. ######## confirmed they would follow up with ########### directly. The call took place during a period of high call volume due to a separate system outage causing a \"gone fishing\" error page.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 ticket number, the issue with the slow laptop, and the troubleshooting steps taken. It also mentions the high call volume due to a separate system outage, which is relevant context. The structure and flow are clear, making it easy to understand. However, there are minor inaccuracies: the summary states that the IT representative advised the user to test performance and report back, but this was actually noted in the ticket, not directly advised during the call. Additionally, the summary does not mention that the caller was from Accenture and calling on behalf of their managing director, which is a relevant detail. Overall, the summary is mostly accurate and complete but could be slightly improved for precision.",
        "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 call, which is the status of the ticket submitted for the managing director's slow laptop. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the troubleshooting steps performed and the lack of further updates on the ticket. The summary also provides context about the high call volume due to a separate system outage, which is relevant to the situation.\n\nThe summary is complete, providing a fair description of the main problem (the slow laptop) and the resolution (the troubleshooting steps performed and the plan to follow up with the managing director).\n\nOverall, 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. Correctly identifies the purpose (checking ticket status for slow laptop)\n2. Includes relevant details like ticket number and roles of participants\n3. Accurately describes the troubleshooting steps taken\n4. Maintains logical flow from issue to current status\n5. Includes contextual information about system outage\n\nThe summary is concise while including all essential information. It's coherent, following a clear chronological structure. The accuracy is high, with no misrepresentation of facts from the transcript. It's complete, covering both the main concern (laptop performance) and the current situation (waiting for user feedback).\n\nMinor improvement could be made by being more specific about which browser was being tested (Edge vs Chrome mentioned in transcript), but this detail isn't crucial to understanding the interaction.\n\nThe inclusion of the background system outage information, while accurate, could be considered slightly less relevant to the main conversation but provides helpful context for the high call volume mentioned.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "43f48fd6-b09a-4bde-bc0b-8eea650005e8",
    "train_trial_index": 0,
    "predicted_text": "A new joiner, ######, contacted Accenture IT support to resolve a multi-factor authentication (MFA) issue.  The helpdesk agent, ####, confirmed that the manager's approval for MFA was already in place.  After some back and forth to verify ######'s identity and locate the ticket (which ###### didn't have the number for initially), the agent provided a temporary access password.  ###### successfully set up the Microsoft Authenticator app on their phone and logged in.  However, they encountered issues accessing email on their personal computer due to security policies. The agent advised using a mobile device or Microsoft Edge on the computer.  After further troubleshooting steps, ###### successfully accessed email on their phone. The agent marked the ticket as resolved.\n",
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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... 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>\nA new joiner, ######, contacted Accenture IT support to resolve a multi-factor authentication (MFA) issue.  The helpdesk agent, ####, confirmed that the manager's approval for MFA was already in place.  After some back and forth to verify ######'s identity and locate the ticket (which ###### didn't have the number for initially), the agent provided a temporary access password.  ###### successfully set up the Microsoft Authenticator app on their phone and logged in.  However, they encountered issues accessing email on their personal computer due to security policies. The agent advised using a mobile device or Microsoft Edge on the computer.  After further troubleshooting steps, ###### successfully accessed email on their phone. The agent marked the ticket as resolved.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 multi-factor authentication, the verification process, and the resolution steps. It maintains relevance by focusing on the key interactions and outcomes. The structure is coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details of the call transcript without introducing errors. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific troubleshooting steps taken, such as the temporary access password and the use of Microsoft Edge. 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 main topic of resolving the multi-factor authentication issue. The structure and flow of ideas are clear, making it easy to understand and follow, thus achieving coherence. The information presented is factually correct, matching the details provided in the call transcript, ensuring accuracy. The summary covers the main problems and resolutions, including the initial issue, the verification process, the setup of the Microsoft Authenticator app, and the resolution of the email access issue, 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 call:\n1. Identifies the context (new joiner needing MFA setup)\n2. Mentions the verification process and initial challenges\n3. Describes the setup process with Microsoft Authenticator\n4. Notes the email access issues on personal computer\n5. Includes the resolution and final outcome\n\nThe summary is concise while maintaining essential details. It follows a logical flow from problem identification to resolution. The information is accurate and matches the transcript without any factual errors. However, it could have mentioned that the user needed to provide the manager's name for verification, which was a significant part of the process. The summary also omits the specific temporary password details, which is appropriate as this is sensitive information. The resolution regarding using Microsoft Edge could have been clearer, as the transcript shows some confusion about whether to use it on mobile or computer.",
        "claude_score": 8.0
      }
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    "instance_id": "8c3570ac-3f95-4c5a-84f3-d4e911e3d708",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee contacted the CIO Service Desk regarding an issue submitting their timesheet in MyT&E.  The employee, ######, received an error message stating \"the cost collector has been closed.\"  The service desk agent, June, confirmed the employee's details and placed them on hold multiple times to consult resources and support.  The employee explained they had already contacted the cost collector administrator, who confirmed they were correctly added.  The employee also tried using an unassigned charge code, but encountered the same error.  June confirmed there were no reported MyT&E outages.  After further troubleshooting, including confirming the WBS code was active and consulting with a higher support team, June requested the employee contact their manager, people lead, and the WBS owner.  Despite the employee confirming they had already spoken to the WBS admin and subsequently their manager (both confirming no issues on their end), June insisted on this step before escalating the ticket to higher support.  The conversation was moved to Teams for continued communication.\n",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account for technology and business application support, press one.\nSpeaker 2: For mobile communication, please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press one.\nSpeaker 1: Hi.  We are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.\nSpeaker 3: Hi, this is #### of CIO Service Desk.  Can I have your reply number?\nSpeaker 4: Yes, so that would be ##########.\nSpeaker 3: Thank you.\nSpeaker 4: Yeah, the employee name is #################.  And this is ######## from Accenture People Line.  So our employee is facing difficulty with ####, so can I go ahead and get him connected so that he can assist in a better way?\nSpeaker 3: Okay, please confirm the specific issue of the user regarding MyTE.\nSpeaker 4: Yes, he's unable to access MyTE.  It's giving an error.\nSpeaker 3: Okay, please transfer.  May I confirm first the name of the employee?  It's ######, right?  Yes, ######.\nSpeaker 5: That is correct.\nSpeaker 3: Okay, please transfer the user to us.  Thank you.\nSpeaker 4: Yes, he's on call.  Hey ######, so I do have my colleague online, so he'll be assisting you further with the MyTE issue.\nSpeaker 5: Okay, perfect.  Thank you very much for your help.\nSpeaker 4: Yes, thank you for calling Accenture People.  And this is ########.  Have a great day, both of you.\nSpeaker 5: Thank you.  How are you doing, ma'am?\nSpeaker 3: Hi, ######.  This is June of Shiloh Service Desk.  Okay, regarding this one, ######, before we proceed, can I confirm first your personnel number?\nSpeaker 5: Yeah, ########.\nSpeaker 3: And also your enterprise ID.\nSpeaker 5: ###############.\nSpeaker 3: Thank you.  And also your phone number.\nSpeaker 5: It is, let me check here, my address is ############.\nSpeaker 3: Thank you.  So regarding this one, #####, can you please try to elaborate your concern for my DE?\nSpeaker 5: Yeah.  Yeah, I've been trying all morning to submit my time.  When I've got everything together, I'm about to complete my submit, and I get an error message saying the cost collector has been closed.  Please follow up with the person who provided the cost collector.  Then I go ahead and I spoke with the cost collector this morning.  They went ahead and checked them from their end.  I was added.  They confirmed I was added.  I tried doing it again, and it's still showing an issue.  I tried just, instead of using a charge code, using an unassigned charge code.  And when I do that, I get the same error message of the cost collector.  So I'm unable to and have been unable to submit my time.\nSpeaker 3: OK.  Regarding this one, #####, I do apologize for this inconvenience.  But since you've been a champ, I've still had to be concerned.  And just to make sure I hear this correctly, you are having some issue right now.  Accessing or submitting your timesheet, I receive an error that the cost collector has been closed.  Am I correct?\nSpeaker 5: That is correct, yes.\nSpeaker 3: Okay.  Give me one moment.  Okay, regarding this one, #####, can I put the call on hold for about two to three minutes?  I need to check my resources regarding this one.  Give me a moment.\nSpeaker 5: No problem.\nSpeaker 3: Thank you.  Thank you for patiently waiting on the line, #####.  Okay, regarding this one, I'm still waiting for the advice from our support regarding your concern.  I will be putting the call on hold again for about two to three minutes, okay?  Please stay on the line.\nSpeaker 5: Yeah, ###, one quick question.  Is this a common thing?  Are there issues with myMyT&E today, or is this just like an isolated thing for me?\nSpeaker 3: Okay, as per checking here, man, #####, there is no reported downtime with my T&E right now.  It seems to be, it's your personal problem with the MITA right now.  So we need to check first the support or we need to wait for advice from our support regarding this concern, okay?\nSpeaker 5: All right.  Thank you.\nSpeaker 3: Thank you.  Please stay on the line.\nSpeaker 5: I think we can move it.  Is it going to be all of them?  There's all of them.  This one?  You can change it.  Whoever you assign it to.  You have to change the assignment group and then... Change it to supply chain here.  Reopen it and put that in the notes.  Okay.\nSpeaker 3: Okay.  Thank you for waiting.  Yes.  Okay.  Regarding this one, #####, I may confirm, is your colleague with WBS can submit their typesheet?\nSpeaker 5: They have been able to, yeah, nobody else on the project using WBS has had issues today.  And I talked to the CFM team, the team that owns this cost collector in WBS, and they were looking all morning.  They can't find why.\nSpeaker 3: Oh, great.  Give me a moment.\nSpeaker 5: I'm an authorized employee for this code.\nSpeaker 3: Okay.  Regarding this one, #####, as per checking here, as per advice by my support right now, we need to reassign your ticket to the higher support dedicated to MyTE.  And they will be the one that will check this one.  And then once the higher support gives us an update, we will call you back or we will provide you the update via Teams.  Okay?  And also, please inform first your manager that at this moment you cannot submit your MITEI because of this one.  And may I confirm also, before this one, you already reached out your lead or your people lead or your managers regarding this concern or this issue?\nSpeaker 5: I haven't reached out to my manager, but I did reach out to the people in charge of this charge code.\nSpeaker 3: Okay.\nSpeaker 5: I'll reach out to them right now.\nSpeaker 3: Okay, can you reach out to them right now?\nSpeaker 5: Sure.\nSpeaker 3: Okay, regarding this one... Okay, go ahead.\nSpeaker 5: Yeah.  No, tell me, tell me.\nSpeaker 3: Okay, regarding this one, since you... I mean, you just... You need first to reach out your big bullet before I will... Before reassigning your ticket at the highest support, we will wait first.  for the update from your people in, okay?  We'll ping you on Teams and then we will continue communicating through Teams, okay?  And once you confirm that your lead is an address of the issue, then we need to reassign your ticket to the higher support to update or to check your concern, okay?\nSpeaker 5: Yeah, June, just to make sure, should I reach out to my manager?  Should I reach out to my people lead?  Who should I be getting information from before you guys can go?\nSpeaker 3: Okay, please reach out your manager, your people and also the owner of the WBS.\nSpeaker 5: You want me to reach out to all three of them before reaching out back to you?\nSpeaker 3: Yes, we will continue communicating through Teams regarding this one.\nSpeaker 5: How do I reach you in Teams?\nSpeaker 3: I will bring you on Teams right now.\nSpeaker 5: Okay, so you want me to reach out to these three people before you can help me out with this?  Is that what you're saying, correct?\nSpeaker 3: Yes, because your manager, your people lead, and also the owner of WBS can help you with this one.  And if they advise to reach us back, then we need to reassign right now your ticket to the higher support.  If they cannot provide you a solution for your query or your issue right now, because as for a standard operation procedure, once you have a problem with the WBS or you cannot directly submit your time sheet, you need to reach out first to your manager or your people or the owner of the WBS itself so that they can check.\nSpeaker 5: So I reached out to the owner of the WBS or the manager of the WBS, one of the owners, and they told me here.  Let me share.  I reached out to one of the admins of the WBS, and this is what they shared with me.  I'm picking it right now.  Do you see?\nSpeaker 3: Give me a moment.\nSpeaker 5: They sent me this picture, and they showed me this, and I'm active.\nSpeaker 3: Okay.  The WPS is currently active.  Right?\nSpeaker 5: Correct, it is, yes.  And people have been charging to it.\nSpeaker 3: Okay, give me one moment.  So, for this one, #####, we will continue communicating through Teams, okay?\nSpeaker 5: Okay.  Do you need me to still check?  I can let you know once the manager on the project reviews, but do you need me to still check anything else?  Like I said, I checked with the owners, the admins of the WBS code, and they said I should be able to submit.\nSpeaker 3: Okay.  So, for this one, since you already, the owner of the WBS.  I will inform my team to reassign your ticket to the higher support, okay?  We will continue communicating on this to confirm.\nSpeaker 5: Okay, all right.  Let me know then.  Give me a call.  I have you here on the teams.  Ping me and call me if you need anything else from me.  Just got back from my manager.  He's saying I should be able to put in my time, so he doesn't understand either.\nSpeaker 3: Okay.  So thank you #####, and sorry for this inconvenience.  Bye for now.\nSpeaker 5: Okay.  Thank you.\n</call_transcript>\n<summary>\nAn Accenture employee contacted the CIO Service Desk regarding an issue submitting their timesheet in MyT&E.  The employee, ######, received an error message stating \"the cost collector has been closed.\"  The service desk agent, June, confirmed the employee's details and placed them on hold multiple times to consult resources and support.  The employee explained they had already contacted the cost collector administrator, who confirmed they were correctly added.  The employee also tried using an unassigned charge code, but encountered the same error.  June confirmed there were no reported MyT&E outages.  After further troubleshooting, including confirming the WBS code was active and consulting with a higher support team, June requested the employee contact their manager, people lead, and the WBS owner.  Despite the employee confirming they had already spoken to the WBS admin and subsequently their manager (both confirming no issues on their end), June insisted on this step before escalating the ticket to higher support.  The conversation was moved to Teams for continued communication.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 the timesheet submission, the error message, and the steps taken by the service desk agent. It maintains relevance by focusing on the primary issue and the troubleshooting steps. The coherence is good, with a logical flow of events from the initial problem to the steps taken for resolution. The accuracy is high, as the summary correctly reflects the details from the transcript without introducing any false information. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific error message details provided by the employee. 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 submitting their timesheet in MyT&E and the steps taken by the service desk agent to troubleshoot the problem. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary appears to be factually correct, matching the information presented in the call transcript. However, there is a slight bias in the tone, implying that the service desk agent, June, was being overly insistent on certain steps. Despite this, the summary 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. However, the tone could be more neutral, and some minor details could be omitted to improve conciseness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (MyT&E timesheet submission error)\n2. Includes relevant details about the error message and troubleshooting steps\n3. Maintains chronological flow of the conversation\n4. Captures the employee's prior attempts to resolve the issue\n5. Details the service desk agent's response and requirements\n\nThe summary is concise while including all crucial information. It's coherent and well-structured, moving logically from problem identification through attempted resolution. It accurately represents both the technical issue and the procedural requirements imposed by the agent. The only minor weakness is that it doesn't mention the initial automated message about MyT performance issues and \"gone phishing\" page, which might have been relevant context. However, this doesn't significantly impact the summary's overall quality since it wasn't directly related to the specific issue being discussed.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "90ef549a-8964-4ab6-99f3-061bc3e2d178",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk, unable to access Accenture sites, Microsoft Teams, or other Microsoft resources due to a compliance issue on their laptop.  The helpdesk agent confirmed the laptop was flagged as non-compliant and required Level 2 support.  While waiting for an available Level 2 technician, the agent initiated a remote session using 123rescue.com.  After a couple of attempts to establish the connection with the correct administrator privileges, the agent successfully connected to the employee's laptop.  The agent then transferred the employee to Level 2 tech support via the remote session's chat function, instructing the employee to continue communication through the chat and end the call.\n",
    "base64_images": [],
    "stats": {
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      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.\nSpeaker 4: We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other call.\nSpeaker 3: I just want to check your service list and have your employee number.\nSpeaker 5: Yeah, you want the EID number?  Or the personnel number?  Personnel number is ########.\nSpeaker 3: Thank you.  And also please confirm your phone number.  ############.  Thank you.  And also your enterprise ID?\nSpeaker 5: ###########################.\nSpeaker 3: Thank you.  So for this one, ####, how can I help you today?\nSpeaker 5: I'm not sure if this is the message that if there's an ongoing error that Was noted when I called or if this is something different, but I'm getting a message that I cannot access this right now.  You're saying it was not successful.  I Don't meet the requirement to access this resource.  I'm having compliance issues with the computer.\nSpeaker 3: Okay, so regarding this one's up.  I do apologize for this inconvenience, but since you be the line I try my best to help you with your concern.  and Just to make sure I heard it correctly you're not able to access any Accenture sites or resources right now.  You'll receive an error that your sign-in was successful, but you didn't meet the criteria.  Am I correct?\nSpeaker 5: Yeah, correct.  I cannot sign into anything through Microsoft Teams or through Microsoft in general, yeah.  And Accenture sites, yeah.\nSpeaker 3: Give me one moment.\nSpeaker 5: OK, thank you.\nSpeaker 3: OK, as per checking here, your laptop was tagged as not compliant under conditional access.  And only the Level 2 tech support can help you to remediate your laptop to remove the compliance issue.  So for this one, while checking for the available technician, can I put the call on hold for about two to three minutes?\nSpeaker 5: Yes, sounds good.\nSpeaker 3: Thank you.  Please stay on the line.  Okay.  Thank you for patiently waiting on the line.  ####, regarding this one, ####, while waiting for the available technician, we will initiate the remote session right now.  So for the remote session, please open a browser on your laptop and search for 123rescue.com.\nSpeaker 5: So 123 what?\nSpeaker 3: 123rescue.com.  You are on the site right now.\nSpeaker 5: Yeah, it says support connection, enter a pin code.\nSpeaker 3: Your code is 916245.  After you click start download, it will download the file in a few seconds and please run the file as administrator.\nSpeaker 5: All right, I'm connected to the support representative.\nSpeaker 3: Okay, regarding this one, ####, we will initiate another one because the file is not, I mean, was not run as admin.  So for this one, I will provide you another six-digit code, okay?  So open again 123rescue.com.  All right.  Not bad.\nSpeaker 5: All right.  What's the new code?\nSpeaker 3: The new code is 724964.  Should I close out of the chat?  Yes.  Please close the existing chat.  After you click Start Download, it will download the file.  And after the download, please go to your Downloads folder.\nSpeaker 5: What was the code again?  724964.  Thank you.  All right.  Start Download.\nSpeaker 3: Yes.  After the download, please go to your Downloads folder.\nSpeaker 5: All right.\nSpeaker 3: Right-click.  The new file, the support log main rescue file.  Show more option.  Run as administrator.  And then Accenture Business.  for the reason.\nSpeaker 5: I only have two options.  Open or show in folder.\nSpeaker 3: Okay.  Click show in folder.\nSpeaker 5: All right.  And now try again.\nSpeaker 3: And then right-click the file, show more options, run as administrator, venture business, and then click yes.\nSpeaker 5: All right.  Now it's connecting to a chat.\nSpeaker 3: Okay, regarding this one, ####, I will transfer you directly to the Level 2 tech support to remediate your laptop, okay?  And please continue communicating with them through the chat box that you can see on your screen right now.  So, please click okay first, and then I will transfer you now to the Level 2 tech support.\nSpeaker 5: Okay, sounds good.  Looks like they have to \u2013 all right, thank you.\nSpeaker 3: Okay, so, ####, Please hang up the call right now because you need to continue communicating with the Level 2 tech through the chat box, okay?\nSpeaker 5: Okay, sounds good.  I appreciate the help.  Thank you.\nSpeaker 3: Thank you, ####, and bye for now.\nSpeaker 5: Bye.\n</call_transcript>\n<summary>\nAn Accenture employee called the IT helpdesk, unable to access Accenture sites, Microsoft Teams, or other Microsoft resources due to a compliance issue on their laptop.  The helpdesk agent confirmed the laptop was flagged as non-compliant and required Level 2 support.  While waiting for an available Level 2 technician, the agent initiated a remote session using 123rescue.com.  After a couple of attempts to establish the connection with the correct administrator privileges, the agent successfully connected to the employee's laptop.  The agent then transferred the employee to Level 2 tech support via the remote session's chat function, instructing the employee to continue communication through the chat and end the call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the compliance issue, the need for Level 2 support, and the steps taken to initiate 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 accurate and does not contain any false or misleading details. However, it could be slightly more complete by mentioning the specific error message the employee received and the initial high call volume announcement. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue and the steps taken to resolve it. 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. Lastly, the summary provides a fair description of the main problem (the compliance issue) and the resolution (transferring the employee to Level 2 tech support via a remote session), achieving completeness. The only minor improvement could be adding the initial automated messages and the context of high call volume, but these are not crucial for understanding the main issue and resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (compliance-related access problems)\n2. Accurately describes the solution process (Level 2 support requirement and remote session setup)\n3. Includes the relevant technical details (123rescue.com usage)\n4. Captures the resolution path (transfer to Level 2 support via chat)\n\nThe summary is concise yet comprehensive, maintaining a logical flow of events. It accurately represents the interaction without including unnecessary details like personnel numbers or specific codes. The language is clear and professional.\n\nMinor improvement could be made by mentioning the initial automated message about MyKey performance issues, though this wasn't directly related to the caller's specific problem.\n\nThe summary meets all five criteria effectively:\n- Conciseness: Excellent\n- Relevance: Strong\n- Coherence: Well-structured\n- Accuracy: Highly accurate\n- Completeness: Very good",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "b76308f7-3929-4fb5-bf7b-edb759a97fa2",
    "train_trial_index": 0,
    "predicted_text": "###### called the IT helpdesk because a pop-up on his Mac required him to register his device, preventing him from accessing company resources.  The helpdesk agent, after taking ######'s details, initiated a remote session using 123rescue.com to troubleshoot the issue.  ###### mentioned a similar issue on Monday where keychain reset allowed Chrome access. The agent attempted similar troubleshooting steps, including clearing history and resetting Intune, but the device registration failed again. The agent then decided to consult additional resources and asked ###### to communicate via the remote session's chat box while they investigated further.\n",
    "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 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###### called the IT helpdesk because a pop-up on his Mac required him to register his device, preventing him from accessing company resources.  The helpdesk agent, after taking ######'s details, initiated a remote session using 123rescue.com to troubleshoot the issue.  ###### mentioned a similar issue on Monday where keychain reset allowed Chrome access. The agent attempted similar troubleshooting steps, including clearing history and resetting Intune, but the device registration failed again. The agent then decided to consult additional resources and asked ###### to communicate via the remote session's chat box while they investigated further.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 on the Mac, the remote session initiation, and the troubleshooting steps taken. It is relevant to the main topic and maintains a clear structure and flow, making it easy to understand. The information is accurate and does not contain any false or misleading details. However, it misses some minor details, such as the specific error messages encountered and the fact that the user had to approve a sign-in request. Overall, it provides a fair description of the main problems and resolutions discussed in the call.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the primary issue of the device registration problem and the troubleshooting steps taken. The summary has a clear structure, starting with the problem, then describing the troubleshooting attempts, and finally mentioning the next steps to be taken, 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 final resolution of the issue, but this is because the call transcript itself does not provide a final resolution, ending with the agent deciding to consult additional resources. 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 call:\n1. Clearly states the initial problem (device registration pop-up blocking access)\n2. Mentions the remote session setup process\n3. References the previous incident from Monday\n4. Notes the attempted troubleshooting steps\n5. Concludes with the agent's decision to investigate further\n\nThe summary is concise while maintaining essential details and follows a logical flow. It's accurate in its representation of events and doesn't include any incorrect information. However, there are a few minor areas where it could be improved:\n- Could have mentioned the authentication/authorization issues that were discussed\n- Could have noted the user's frustration with the new authorization system\n- The resolution (or lack thereof) could have been more explicitly stated\n\nDespite these minor omissions, the summary provides a comprehensive overview of the interaction and effectively communicates the key points of the conversation.",
        "claude_score": 8.0
      }
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    "predicted_text": "An Accenture employee called the IT Service Desk for help installing Microsoft Teams on their phone after getting a new device.  The employee had previously used Teams and had registered their new phone with Accenture's security login, but was encountering an issue with the authenticator code. The IT agent, ##, guided the employee through enabling phone sign-in using a temporary access pass and the Intune Company Portal app.  A complication arose with the phone's lock screen PIN, which needed to be 8 digits for the setup to work, but the employee's phone only allowed a maximum of 6 digits. The call ended with the agent putting the employee on hold to create a ticket while the employee attempted to resolve the PIN issue.  The employee also mentioned needing Teams access due to a potential hurricane evacuation in their area.\n",
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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>\nAn Accenture employee called the IT Service Desk for help installing Microsoft Teams on their phone after getting a new device.  The employee had previously used Teams and had registered their new phone with Accenture's security login, but was encountering an issue with the authenticator code. The IT agent, ##, guided the employee through enabling phone sign-in using a temporary access pass and the Intune Company Portal app.  A complication arose with the phone's lock screen PIN, which needed to be 8 digits for the setup to work, but the employee's phone only allowed a maximum of 6 digits. The call ended with the agent putting the employee on hold to create a ticket while the employee attempted to resolve the PIN issue.  The employee also mentioned needing Teams access due to a potential hurricane evacuation in their area.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 Teams, the steps taken by the IT agent, and the complication with the phone's lock screen PIN. 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, with no false or misleading information. However, the summary could be slightly more complete by mentioning the specific steps the IT agent guided the employee through, such as copying the temporary access pass and using the Intune Company Portal app. 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 installing Microsoft Teams on their phone and the IT 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 identifies the employee's issue with the authenticator code and the IT agent's solution using a temporary access pass and the Intune Company Portal app. However, the summary does not mention the initial automated messages and the employee's concern about a hurricane in their area is only briefly mentioned.\n\nRegarding completeness, the summary covers the main problems and resolutions, but could provide more context about the initial setup and the employee's concerns.\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. Main issue: Teams installation on new phone\n2. Context: Employee needs it for potential hurricane evacuation\n3. Process: Use of temporary access pass and Intune Portal\n4. Obstacle: PIN requirement mismatch\n5. Resolution status: Unresolved at call end\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical flow from problem identification to attempted resolution. All stated facts accurately reflect the transcript's content without misrepresentation. The summary effectively captures both the technical aspects (authentication, PIN issues) and contextual elements (hurricane preparation).\n\nThe only minor improvement could be mentioning that the PIN issue specifically arose during the Teams setup process rather than the general phone setup, but this doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "c283d245-d200-483f-b685-d53704bda1d1",
    "train_trial_index": 0,
    "predicted_text": "The caller contacted Accenture's IT helpdesk to inquire about transferring their personal cell phone number to a corporate plan.  Despite an initial automated message about ongoing login issues, the agent confirmed the caller's details and offered assistance.  The agent directed the caller to a webpage with instructions but the caller noted it required a WBS code. The agent explained this code is linked to project billing and advised the caller to obtain it from their group's financial officer. The call ended with the agent offering further assistance via Teams messaging.\n",
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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 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>\nThe caller contacted Accenture's IT helpdesk to inquire about transferring their personal cell phone number to a corporate plan.  Despite an initial automated message about ongoing login issues, the agent confirmed the caller's details and offered assistance.  The agent directed the caller to a webpage with instructions but the caller noted it required a WBS code. The agent explained this code is linked to project billing and advised the caller to obtain it from their group's financial officer. The call ended with the agent offering further assistance via Teams messaging.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 caller's request to transfer their personal cell phone to a corporate plan and the need for a WBS code. It also mentions the initial automated message about login issues, which is relevant context. The summary is coherent and flows logically from the caller's inquiry to the agent's assistance and advice. \n\nHowever, there are minor inaccuracies and omissions. The summary does not mention the caller's initial confusion about the WBS code or the agent's suggestion to contact the CFO. Additionally, the summary could have included the agent's offer to assist further via Teams messaging more explicitly.\n\nOverall, the summary is mostly accurate and complete but could be slightly improved for completeness and accuracy.",
        "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 caller's inquiry about transferring their personal cell phone number 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. The summary provides a fair description of the main problem and resolution, including the caller's concern about the WBS code and the agent's advice to obtain it from their group's financial officer, 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. Conciseness: Efficiently condenses the interaction while maintaining essential details\n2. Relevance: Focuses on the main topic (phone transfer request) and related information\n3. Coherence: Presents information in a logical sequence from initial contact to final resolution\n4. Accuracy: Correctly represents the conversation, including the WBS code requirement and the suggestion to contact the financial officer\n5. Completeness: Covers both the caller's request and the solution path provided\n\nMinor improvements could include:\n- Mentioning it was a new employee (\"started a couple months ago\")\n- Noting that the caller already had their own phone device\n- Clarifying that the WBS code is specifically for monthly billing charges\n\nHowever, these are minor details and the summary captures the core interaction effectively. The summary successfully balances brevity with comprehensive coverage of the important points.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "741ead94-3351-4d0d-8bbf-56ab0f2b77cd",
    "train_trial_index": 0,
    "predicted_text": "#### called the IT helpdesk because they couldn't access the MyT&E website to submit their timecard for three days.  They received a \"site temporarily unavailable\" error. The helpdesk agent, #########, confirmed ####'s details and initiated a remote session using 123rescue.com.  The agent determined the MyT&E site itself was functioning and proceeded to troubleshoot ####'s machine.  The solution involved clearing ####'s browser cache and cookies, after which #### could access MyT&E. The agent advised #### to try this solution in the future and closed the ticket.\n",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Sign for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor, or do not know your personnel number, press 1.  You have not.\nSpeaker 1: The number you entered must be 8 digits in length.  You entered.\nSpeaker 3: Hi.  Thank you for calling CIO.  This is #########.  Can I have your personal number, please?\nSpeaker 4: Yes, it is ##########.\nSpeaker 3: That's ##########?\nSpeaker 4: Yes.\nSpeaker 3: Yeah, thank you very much.  And how about your enterprise ID?\nSpeaker 4: Should be ###########, #########, at Accenture.\nSpeaker 3: Oh, thank you very much, ####.  And can you provide to me as well your best callback number?\nSpeaker 4: Yes, so it'll be this number, ############.\nSpeaker 3: That's ############.\nSpeaker 4: Yes.\nSpeaker 3: Yeah, thank you very much, ####.  And how can I help you today?\nSpeaker 4: So I've been trying to submit my time card through my T&E.  And every time I click on the link through the Accenture portal, I'm getting a light blue screen that says, we apologize for the inconvenience.  This site is temporarily unavailable.  Support teams are working as quickly as possible to restore the service.\nSpeaker 3: Oh, okay.  Yeah, for this one, first of all, I really do apologize, ####, for the inconvenience this has caused to you, since you're actually having a problem accessing the MyT&E site.  I know that's really inconvenient on your part, but do not worry.  I'll be more than happy to help you out and fix this problem for you.  Okay?\nSpeaker 4: Great.  Thank you.\nSpeaker 3: You're welcome.  So, right now, ####, yeah, we will actually need to do some troubleshooting on your machine.  So, can you May I ask if you are available for a remote session?\nSpeaker 4: I am.\nSpeaker 3: Okay.  Can you please open your browser, then go to 123rescue.com?  123rescue.com.\nSpeaker 4: Okay.\nSpeaker 3: Oh yeah, so if you're being asked to enter a code, so the six digit code will be ######.\nSpeaker 4: Okay, do I hit download?\nSpeaker 3: Oh yeah, click download.\nSpeaker 4: So it's waiting for the technician.\nSpeaker 3: I'll try to connect on your machine.  I'm still trying to connect on your machine, ####.  Please bear with me.\nSpeaker 4: Did I just hit OK?\nSpeaker 3: Yep.  Can you let me see the exact error message when you're trying to access my T&E?  Yes.  I can actually see on your other screen.\nSpeaker 4: Okay, cool.\nSpeaker 3: For now, ####, I'll just need to check some information about this.  Can I just basically unhold for just a minute or two?\nSpeaker 4: Sure, no problem.\nSpeaker 3: Thank you so much and stay in the line.  Thank you very much for patiently waiting on the line.  Regarding with this error, ####, we will actually need to troubleshoot it because upon checking here, there was really no problem with the MyTNE site.  The first troubleshooting step we need to do is we have to clear the cache and cookies on your browser.  Allow me for a minute.  Yeah, let's just wait for that one to be completed.  By the way, ####, just wanted to ask, when did this happen?  Or when did it start?\nSpeaker 4: This has been going on for the last, I think, like, three days.  I've been trying to log in, and I thought, oh, maybe it was down for a little bit, and then it would come back up, but it never did.  So, clearly, it's my machine's problem, but I would say three days.\nSpeaker 3: Oh, okay.  Yeah, let me just... Oh, yeah, so it's finished, so I'll try to restart your browser.  One moment.\nSpeaker 4: Okay.\nSpeaker 3: Done.  So, next is I'll be going to reopen.  You might see any sites.  Let's check if it's working.\nSpeaker 4: Okay.  I think that's it.\nSpeaker 3: Oh, yeah.  So, yeah.  For this one, ####, just in case when this happens in future, You can actually just try to clear the cash and cookies first, okay?  Just in case.\nSpeaker 4: Okay, yeah.  That sounds good.\nSpeaker 3: By the way, ####, since you are now able to access MyT&E, so I'll be tagging the ticket as resolved, and upon resolving the ticket, you will receive an email regarding the survey, and your response is highly appreciated.\nSpeaker 4: Great.  Sounds good.  Thank you so much.\nSpeaker 3: You're welcome, and thank you very much, ####, for contacting CIO.  And you do have a nice day.\nSpeaker 4: You too.  Bye-bye.\nSpeaker 3: Bye.\n</call_transcript>\n<summary>\n#### called the IT helpdesk because they couldn't access the MyT&E website to submit their timecard for three days.  They received a \"site temporarily unavailable\" error. The helpdesk agent, #########, confirmed ####'s details and initiated a remote session using 123rescue.com.  The agent determined the MyT&E site itself was functioning and proceeded to troubleshoot ####'s machine.  The solution involved clearing ####'s browser cache and cookies, after which #### could access MyT&E. The agent advised #### to try this solution in the future and closed the ticket.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with accessing the MyT&E website, 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 details from the transcript correctly. However, it misses some minor details such as the initial steps of confirming the caller's details 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 main topic of the caller's issue with accessing the MyT&E website. The summary has a clear structure, starting with the problem, then describing the troubleshooting steps, and finally, the resolution, making it coherent and easy to follow. 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. The only minor detail missing is the initial automated responses and the caller's personnel number, but these are not crucial to understanding the main issue and its resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Clear identification of the problem (MyT&E access issue)\n2. Duration of the issue (three days)\n3. Specific error message encountered\n4. Authentication process and remote session details\n5. Troubleshooting steps taken (cache/cookies clearing)\n6. Resolution and future prevention advice\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution. It accurately represents the conversation without including unnecessary details like specific ID numbers or phone numbers. The language is clear and professional.\n\nThe only minor improvement could be mentioning that the site was showing a \"light blue screen\" with the error message, but this detail isn't crucial to understanding the interaction.\n\nThe summary successfully balances brevity with informativeness, making it an excellent documentation of the support call.",
        "claude_score": 9.0
      }
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    "predicted_text": "The employee, ######, contacted the IT helpdesk for an escalated issue. They had previously contacted the helpdesk multiple times regarding a technical problem and the ticket was assigned to local IT support over 24 hours prior, but they had not received a call back.  The helpdesk agent, ####, confirmed the ticket assignment and contacted their back-end support to expedite the ticket and contact the assigned technician.  The agent assured ###### they would follow up via Teams if the technician didn't make contact.\n",
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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 are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, Press 3.  To check if your account is passwordless, please visit go.accenture.com.  slash go passwordless.  If you are passwordless, press 1 to speak to a live agent.  Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 2: Gone fishing page, the team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to wait.  Hi, this is ####.\nSpeaker 3: May I have your personal number, please?  ########.  Just to confirm, it's ########, correct?  Correct.  Thank you so much.  And can you please also confirm to me your enterprise ID, your EID?  Yep.  It's ####################.  Thank you so much, ######.  So let's first try to pull up your account here in my end.  While waiting, ######, may I have also your call top number?\nSpeaker 4: Yep, ############.\nSpeaker 3: Thank you so much, ######.  Okay.  Yeah, I already put your account here in my end, ######.  How may I help you today?\nSpeaker 4: I've called multiple times, so hopefully it's noted in that I'm trying to get my case escalated for local IT support to call me.\nSpeaker 3: Okay, just to confirm, you already called in multiple times, and you have an active ticket here that is already assigned to the local tech support, correct?\nSpeaker 4: Correct.  Because nobody has been able to help me over the phone, so they reassigned it to local IT.  But local IT is not calling me, and it's been over, well over 24 hours.  An entire day.\nSpeaker 3: I do apologize for the inconvenience.  Let me go ahead and further investigate that active ticket here on my end.  Okay, ######, I already seen the, I mean, the access ticket here in my end is, yeah, that is already assigned to the local tech support.  But this one, let me go ahead and, I mean, reach out our back end support to, so that they can reach out also the assigned technician of the ticket.  Because as per second here, it has already a technician assigned to it.  So, can it be second hold for one to 10 minutes, ######?  Can it be reassigned?\nSpeaker 4: Can it be reassigned?  Because that person's not calling me.\nSpeaker 3: Okay, yeah.  I will ping our back-end support for that one.  I will document and advise them about your concern, okay?\nSpeaker 4: Okay.\nSpeaker 3: Okay.  So yeah, let's just first reach out to them, my back-end support.  So can I please hold the phone for one to two minutes?  Is that okay for you?\nSpeaker 4: Sure.\nSpeaker 3: Thank you so much, ######.  Hello, ######.\nSpeaker 4: Hello.\nSpeaker 3: Yeah, thank you so much for patiently waiting on the other line, ######.  Just an update.  I'm still waiting for the response of my back-end support.  So, I mean, I'm just waiting for the response because they're further investigating your ticket.  So, can you please hold again for one to two minutes?  I'll be back for an update.\nSpeaker 4: Okay.\nSpeaker 3: Thank you so much.  Hello, ######?\nSpeaker 4: Hello.\nSpeaker 3: Yeah, thank you so much for patiently waiting on the audio line.  So, yeah, as we're checking here, I'm going back and forth with the ready response.  So, what we'll do here now is that they will expedite the ticket and they will be also reaching out the assigned technician about your ticket, okay?  So, for assurance, just to confirm, they have access on your, being set on your phone right now?  Yes.  Okay.  I'll be pinging you in Teams and send me an update if the technician is still not reaching out to you so that I can ping my back-end support again.  Okay.  I already sent you a message in Teams.  My name is #############.\nSpeaker 4: Got it.  Thank you.\nSpeaker 3: You're welcome.  So, just an update.  If the technician is still not reaching out to you.  Okay, that I can.  Okay, thank you so much.  Yeah.  You're welcome.\nSpeaker 4: Bye bye.\n</call_transcript>\n<summary>\nThe employee, ######, contacted the IT helpdesk for an escalated issue. They had previously contacted the helpdesk multiple times regarding a technical problem and the ticket was assigned to local IT support over 24 hours prior, but they had not received a call back.  The helpdesk agent, ####, confirmed the ticket assignment and contacted their back-end support to expedite the ticket and contact the assigned technician.  The agent assured ###### they would follow up via Teams if the technician didn't make contact.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 repeated attempts to get help, the lack of response from local IT, and the helpdesk agent's actions to expedite the ticket. The information is relevant and focuses on the main issue and resolution steps. The summary is coherent, with a clear structure and flow that makes it easy to understand. The accuracy is high, as it correctly reflects the details of the call without adding any false or misleading information. However, the summary could be slightly more complete by mentioning the specific actions the agent took, such as holding the call multiple times and the assurance of follow-up via Teams. 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 technical problem and the helpdesk agent's actions to resolve it. The summary's structure is coherent, making it easy to understand the sequence of events. The information presented is accurate, matching the details provided in the call transcript. The summary also provides a fair description of the main problem (the employee's issue not being addressed by local IT support) and the resolution (the helpdesk agent expediting the ticket and offering to follow up via Teams). However, some minor details, such as the initial automated messages and the employee's personnel number, are omitted, but these are not crucial to understanding the main issue and resolution.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the core elements of the interaction:\n1. Identifies the main issue (escalated ticket with no response from local IT)\n2. Provides context (multiple prior calls, 24+ hour wait)\n3. Describes the agent's actions (contacting backend support, expediting ticket)\n4. Includes the resolution (follow-up via Teams promised)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining all crucial information. It's coherent, following a logical progression from problem to attempted resolution. The information is accurate, matching the transcript without misrepresentation.\n\nMinor improvements could include mentioning that the agent had to put the caller on hold multiple times while investigating, but this isn't crucial to the main narrative.\n\nThe summary successfully balances brevity with completeness while maintaining accuracy and relevance, making it highly effective for documenting the interaction.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "2264fa1e-9a91-4025-980b-ba3dfb3b27e7",
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    "predicted_text": "An employee, ####, contacted the IT Service Desk to resolve an issue encountered while setting up their new phone as an authenticator.  They received an error after scanning the QR code. The agent, ######, confirmed the employee's details and initiated a remote session using 123rescue.com to troubleshoot the problem.  The agent guided #### through deleting the old authenticator registration and re-adding it by selecting the \"work or school account\" option and entering a temporary access pass. The process was successful, and the new phone was registered as an authenticator. The agent marked the ticket as resolved and informed #### about a forthcoming survey.\n",
    "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.\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>\nAn employee, ####, contacted the IT Service Desk to resolve an issue encountered while setting up their new phone as an authenticator.  They received an error after scanning the QR code. The agent, ######, confirmed the employee's details and initiated a remote session using 123rescue.com to troubleshoot the problem.  The agent guided #### through deleting the old authenticator registration and re-adding it by selecting the \"work or school account\" option and entering a temporary access pass. The process was successful, and the new phone was registered as an authenticator. The agent marked the ticket as resolved and informed #### about a forthcoming survey.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 authenticator app, the remote session, 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 key details from the 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 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 and the resolution provided by the agent. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the steps taken to resolve the issue. It also covers the main problem (the employee's difficulty in setting up the authenticator) and the resolution (the agent's guidance through a remote session), thus achieving completeness.\n\nHowever, the summary could be improved slightly by including more specific details about the initial error encountered by the employee, but overall, it provides a fair and accurate representation of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the helpdesk call:\n1. Clearly identifies the main issue (new phone authenticator setup problem)\n2. Includes the troubleshooting steps taken (remote session, deletion of old authenticator)\n3. Documents the resolution process (re-adding with temporary access pass)\n4. Mentions the outcome (successful registration)\n5. Notes the follow-up (ticket resolution and survey)\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details from the initial IVR system or verification process. It follows a logical sequence of events, making it easy to understand the problem and its resolution. All information presented is accurate and matches the transcript. The summary provides a complete picture of both the technical issue and its resolution, though it could have mentioned that the user was using an iPhone, as this might be relevant for future reference.\n\nOverall, the summary meets all evaluation criteria with minor room for improvement.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "c54aecfe-4a68-4fa6-829e-c5423e2a41fc",
    "train_trial_index": 0,
    "predicted_text": "####### called the IT helpdesk for the third time regarding issues setting up her new phone.  She was frustrated by previous unsuccessful calls and the lack of progress, especially as she was at a client site.  The helpdesk agent, ####, confirmed #######'s details and located her existing ticket, INC48640054.  The main issue was with the Authenticator app, where #######'s password wasn't working and she was blocked.  After several attempts and confusion around passwordless setup, temporary access passes, and various Accenture sites, #### guided ####### through the process again.  They eventually succeeded in setting up the Authenticator app and registering the new phone.  ####### then successfully installed Outlook and Teams, though she encountered a new PIN requirement for app access.  The call ended with the agent confirming the successful setup and requesting feedback.\n",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock.  For technology and business application support, press 1.\nSpeaker 2: For mobile communication support, please enter your 8-digit personnel number so we can locate your details.\nSpeaker 1: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page. The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: Hello, this is #### from CIO Service Desk.  Can I have your employee number?  ##########.  Mm-hmm.  ##########.  And can you please confirm me your Accenture email?\nSpeaker 3: ###############################.\nSpeaker 2: All right, #######, thank you.  And can I have your callback number?  ############.\nSpeaker 3: You know, the thing is, no one ever calls me back, but everyone asks for it.\nSpeaker 2: Okay, I do apologize for that, but could you please confirm your issue, #######?\nSpeaker 3: My issue?  There's a ticket.  There's a ticket log.  This is my third time today, this morning, calling helpdesk.  So, if I have to call a fourth time, I think I'm going to do something else.  So the ticket number is INC48640054.  I'm getting very frustrated because I'm at a client site and it's almost 2 p.m.  Eastern and I literally spend my time dealing with my phone, setting up my phone.\nSpeaker 2: Okay.\nSpeaker 3: I don't know.  When do you expect me to do any work if I have to spend all day dealing with my phone?\nSpeaker 2: Okay, I completely understand that.  I do apologize for that, but no worries.  Let me just check your ticket, okay?  So we can proceed in your issue, okay?  One moment, please.  All right, #######, may I confirm if you already set up your new phone on MySignIn?\nSpeaker 3: Ma'am, I have done so many times.  I'm unable, I'm unable to get into Authenticator.  My password does not work on Authenticator.  It says I'm blocked.  My company blocked me.  So I don't know where I set up myself.  I've been through so many links.  someone who is going to be able to check everything with me, stay with me, work with me, and not just say, oh, we need to wait for 15 minutes.  I will ping you back.  Let's wait for 15 minutes, and then we'll work again.  And then 15 minutes are all over, 30 minutes over, and this person just disappears, like does not respond anymore.  Like, you know, it's not a... It's just horrible, horrible, horrible, horrible, all I can say.  I'm sorry, but it's just not working.  So I don't know what I set up.  Let's start over.  And that's what I explained to this person.  I am going to get someone new.  if you're not continuing working with me, then we're going to start over, over and over and over.\nSpeaker 2: I completely understand your situation right now, #####, but no worries.  I'm here to help you so that we can fix this and resolve this.  Your issue, okay.  And may confirm if you're able to access any Accenture sites from your laptop.\nSpeaker 3: My laptop, my laptop is fine.  I got new phone.  And I'm unable to get set up on my new phone.  That's the issue.  My laptop is fine.\nSpeaker 2: Yes, I understand that.  But are you able to access any Accenture sites?  Because we need to access my sign-in.\nSpeaker 3: Did it say anywhere in tickets that I'm having issues with my sign in?  No, it doesn't.  So we've been through, we've been through tap self-service.  We've been through my ID.  We've been through go passwordless request, my passwordless.  She just told me again, tap self-service.  I tapped my self-service.  I got new code.  I don't even know where to go anymore.  I'm so confused.  I'm, like, running like a squirrel in a circle.\nSpeaker 2: Mm-hmm.  And I need you to calm down, #######, so I can able to help you, uh, with this, okay?  But, like, it was, like...\nSpeaker 3: Have you... Have you been... I'm telling you, I have done so much, and that's why they need to log everything in a ticket.  They create tickets with no information.\nSpeaker 2: Yeah, that's why I'm here, #######.  Your ticket here is still pending, as you need... As we're checking here.  The previous agent advised you to wait a replication time due to the error message that you are getting.  So right now, #######, can we just follow the steps that I will be providing to you?  Can we open your Authenticator app in your new phone?  And can you tell me if your account is already listed there?\nSpeaker 3: Which account?  I don't know which account.  Like I have Accenture ####### ##########################.  Yeah, I got that.  Okay.\nSpeaker 2: And could you please try again to go to mypasswordless.accenture.com and kindly try to generate a temporary access pass again.\nSpeaker 3: But now I have to wait another 15 minutes.  That's what I was told.\nSpeaker 2: Yeah, but let us try right now as the replication already passed.\nSpeaker 3: Okay, okay.  So there's three options.  I don't remember anymore.  Do I say middle one, get started on gold passwordless request, or temporary access?  Can you get with me so I can share my screen so you can tell me where to click?  Can you share with me on screen?\nSpeaker 2: Okay.  Okay, one moment.  Okay, my name is #####, and I've sent you a message right now.\nSpeaker 3: Let me share my screen.\nSpeaker 2: Okay.\nSpeaker 3: And here are all the things we have done.  So my password was, okay, which one do I select now?\nSpeaker 2: The temporary access pass request.\nSpeaker 3: Okay.\nSpeaker 2: Select the first option.  Okay.\nSpeaker 3: Okay, I'm sorry.  I'll go back.  And then that one.\nSpeaker 2: Okay.\nSpeaker 3: So, but I just recently created one.  So now I have another one.  It says you can only have one in every 30 minutes.  So I don't know.  Now we're creating another nightmare, you know?\nSpeaker 2: Okay.  Can you copy that chat?  Because it will be moved.  Yeah, I'm breaking it down.  Okay.\nSpeaker 3: Okay.  So now where do I go?\nSpeaker 2: So can you open your authenticator up right now?  My authenticator.  On my phone.\nSpeaker 3: On my phone.  Correct.\nSpeaker 2: Yes, on your phone and then.\nSpeaker 3: Do I click enable phone sign in?\nSpeaker 2: Right?  Correct.\nSpeaker 3: Okay.  All right.  Continue.\nSpeaker 2: Okay.\nSpeaker 3: It says enter temporary access pass.  Do I enter this crazy number I just got?  Okay.\nSpeaker 2: Correct.\nSpeaker 3: Okay.  Hold on.  Okay, now it says enter password.\nSpeaker 2: Do you have the password since you are still password-enabled?\nSpeaker 3: I don't have a pass.  I mean, I have one.  I set it up previously with the person.  Sure, I can try, but that password didn't work.  Oh, OK.  So one, I know.\nSpeaker 2: Yes, as we're checking here, #######, you're still password enabled.  You're not yet passwordless, which means you're still using a password.  I was.\nSpeaker 3: I was passwordless.  Trust me, I was passwordless.  And this morning, We have done all kinds of crazy stuff.  And I became passwordless.  And I became back to password.  So let me just say that I don't even know what state I'm in anymore.  It's like you get three different people advising you on stuff.  It's just not working.\nSpeaker 2: Okay.  May I confirm what was the last password that you remember?  That you created?  That should be the password.  And let me try to log in.\nSpeaker 3: Do you want me to tell you the password or?\nSpeaker 2: No need.  You can just put it in your MFA.\nSpeaker 3: I'm sorry.  When am I uploading?  Okay.  I am right now.  Let me just enter this password on my phone.  Is that what you want me to do?\nSpeaker 2: Yes.  Yes, correct.  Let me enter the password, the last password that you remember.\nSpeaker 3: I can't type and talk at the same time, please.  Just one sec.  I'm typing fifth time, please.  Okay, approve sign-in request 90.  Where do I enter?  Okay, 90.  I think it's actually finally worked.  So bingo.  Help us keep your device secure.  Register your device to continue.  Do I click register?  Yes?  Correct.  Okay, let's register.  Oh, boy.  What do you want?  Approve sign-in request 21, okay, yes.  Sign in with your phone, so check, check, check.  I don't know, nothing really happened, so I don't know what to do.  I don't know.  Enter code manually.  Your account provider will display a QR code.  I don't know what QR code.  I'm not sure what to do.\nSpeaker 2: I don't know what to do.  Did something happen?\nSpeaker 3: It went away.\nSpeaker 2: May know what are you seeing right now on your phone?  after you click register device?\nSpeaker 3: I don't really see anything.  I'm back to like authenticator.  On top I have authenticator, search plus.  and I see Accenture ####### ########################## and then there's like a blue kind of circle that says scan QR code.  Your account provider will display a QR code or enter code manual.  I don't know what code.\nSpeaker 2: Okay, you're all set here.  We're checking here #######.  You're already set up your new phone, okay, and become passwordless.  So you're already all set and you're good to go right now.\nSpeaker 3: Hold on, where am I good to go?  So after I set up this authenticator, how and where do I get my email, my Teams, my TME, my all that stuff, where do I go?  What do I do?\nSpeaker 2: If you want to test your authenticator app, you may try to access any Accenture sites from your phone, or you may try to install Teams and Outlook and try to test your authenticator app.\nSpeaker 3: Okay, so really, Previously, I installed a portal, so company portal, so I should be able to sign in and it says authenticator locked, unlock, okay.  Big account, okay.  Loading company resources, Accenture, okay.  So where do I get... Teams, Accenture Teams, or how do I get Accenture Teams and Outlook?\nSpeaker 2: I would just go to App Store and search for Teams and Outlook.\nSpeaker 3: It's going to work with my... I thought there was some special... So I just tried to upload my... install my T&E.  and a portal Microsoft would like to install.  Okay, install it.  So hold on, let me try.  So I just go to App Store and I search for Microsoft Outlook?\nSpeaker 2: Correct, as well as Teams.  It's the regular application.\nSpeaker 3: Okay, and I installed it.  Hold on.  Let me just make sure I can get it set up while I have you.  I would just hate calling first time.  If you could just give me a couple of minutes, please.  I really would appreciate it.  Just my morning has been hell.  Okay.  So I installed Outlook.  Now I'm opening Outlook.  So it says in account, so I just... Add account, so I type #################, like my Accenture email?  Mm-hmm.\nSpeaker 2: Correct.\nSpeaker 3: Okay.  Add.  #############.  Add account.  Okay.  Please authenticate.  Open Authenticator.  Nothing is opening, really.  I don't know.  It's not opening anything.  It's kind of weird.\nSpeaker 2: Let me try to check your notifications in your phone.  It will be prompted there.\nSpeaker 3: It says checking app status or something.  Your organization is now protecting its data in this app.  You need to restart the app to continue.  Let's continue checking app status.  I'm not quite sure what's going on.\nSpeaker 2: I'm not worried.  That's normal.  That's part of the process.\nSpeaker 3: That's normal, okay.  Okay, it says again, your organization support team is now helping you protect work or school data in this app.  Okay.  To access your organization's data with this app, set a PIN.  Okay.  But before, I didn't have to enter any PINs.  PIN does not meet the requirements.  Okay.  So I would have to enter this each time I'm going to open an app?  This PIN thing?  Yes.  Are you kidding me?\nSpeaker 2: I didn't have to do that before.  Yes, but normally if you have already the face ID in your phone, you may also try to face ID.  That's the only just added security.\nSpeaker 3: But let's make sure I, my problem is I got new phone and zero documentation.  No, like email or something like, hey, #######, follow this instruction, set up everything properly, right?  Like zero, zero.  And I'm scrambling, right?  So, now, Accenture Teams of Use.  In order to access Teams resources, you must read the Terms of Use.  Okay.  Okay, okay, okay, okay, okay.  Accept.  Okay.  So, I don't know.  Have I set up face?  I have not set up face.  I just... Okay, so I got my mail, email installed.  Okay, great.  Now, how do we make sure that... my whatever face stuff is installed.  Where do I go for that?  to make sure it's installed?\nSpeaker 2: What do you mean?\nSpeaker 3: Well, you just told me like if your face is, you know, your face thing.\nSpeaker 2: The pin in your Outlook or in your Teams is only an added security.  But if you have already a face ID in your phone, Normally, if you want to access, try to open up Outlook, it will be just automatically recognize your face ID, but sometimes it will ask you for a PIN, but it's not always asking for a PIN.\nSpeaker 3: Okay.  Well, hopefully it will work.  All right.  Okay, well, I guess for now, thank you.  That's hopefully the last time I call.\nSpeaker 2: Okay, and no worries, #######, you're all set and we can also check this in our end that your MFA is already successfully or your new device is already successfully registered, okay?  And you're good to go right now.  You can now use your new phone to authenticate.  Okay, all right.  Okay, well thank you.  Thank you so much, #######, and have a great day.  And I'll be tagging a sticker, so when we receive an email, if you have time, you may also leave some feedback.  Bye for now, #######, and have a great day.  Bye.  Bye, you too.  Thank you.  I appreciate it.\n</call_transcript>\n<summary>\n####### called the IT helpdesk for the third time regarding issues setting up her new phone.  She was frustrated by previous unsuccessful calls and the lack of progress, especially as she was at a client site.  The helpdesk agent, ####, confirmed #######'s details and located her existing ticket, INC48640054.  The main issue was with the Authenticator app, where #######'s password wasn't working and she was blocked.  After several attempts and confusion around passwordless setup, temporary access passes, and various Accenture sites, #### guided ####### through the process again.  They eventually succeeded in setting up the Authenticator app and registering the new phone.  ####### then successfully installed Outlook and Teams, though she encountered a new PIN requirement for app access.  The call ended with the agent confirming the successful setup and requesting feedback.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 repeated attempts to resolve the issue, the specific problem with the Authenticator app, and the eventual resolution. It is relevant, focusing on the main issue of setting up the new phone and the frustrations experienced by the caller. The structure is coherent, with a clear flow from the problem to the resolution. 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 specific steps taken during the call, such as generating a temporary access pass and the final steps to ensure the phone was set up correctly. 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 caller's problem. The structure of the summary 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 incomplete as it glosses over some of the caller's frustrations and the multiple attempts at resolving the issue. Despite this, the main concerns and resolution are adequately described. 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. Context: Third call of the day, client site location, caller's frustration\n2. Main issue: Problems with new phone setup and Authenticator app\n3. Process: Walks through the troubleshooting steps taken\n4. Resolution: Successful setup of Authenticator, Outlook, and Teams\n5. Final outcome: New PIN requirement and successful completion\n\nThe summary maintains good coherence, following a logical progression from problem to resolution. It's concise while including relevant details that provide context for the interaction. The accuracy is high, correctly representing the conversation's key points and outcomes. In terms of completeness, it captures both the technical issues and the emotional context (caller's frustration). However, it could have mentioned more specifically that the caller was transitioning from passwordless to password-enabled and back, which was a source of confusion. Despite this minor omission, the summary serves its purpose well.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "e204cd2a-cf97-4db6-a3b0-a8a1349ab215",
    "train_trial_index": 0,
    "predicted_text": "An employee called the IT helpdesk needing assistance connecting a client laptop to the network at an Accenture office.  The call began with an automated menu and a high call volume message regarding a known \"gone phishing\" issue with the MyT login portal. After holding, the employee provided their personnel number and phone number to the helpdesk agent. They explained their situation, needing to connect to the network to access client emails and content. The agent acknowledged the location and expressed willingness to help.  The call transcript ends mid-conversation before a solution is offered.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 423.0,
      "num_output_tokens": 0.0,
      "inference_runtime": 3.196471929550171,
      "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, 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>\nAn employee called the IT helpdesk needing assistance connecting a client laptop to the network at an Accenture office.  The call began with an automated menu and a high call volume message regarding a known \"gone phishing\" issue with the MyT login portal. After holding, the employee provided their personnel number and phone number to the helpdesk agent. They explained their situation, needing to connect to the network to access client emails and content. The agent acknowledged the location and expressed willingness to help.  The call transcript ends mid-conversation before a solution is offered.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call, including the employee's need to connect a client laptop to the network and the high call volume message about the \"gone phishing\" issue. It is relevant, focusing on the main topic of the call. The summary is coherent, with a clear structure and flow of ideas. However, there are minor inaccuracies: the employee's personnel number was not provided, and the call transcript does not explicitly mention the agent acknowledging the location. The summary is mostly complete but could include the fact that the call ends abruptly without a solution. Overall, the summary is effective but has room for slight improvements in accuracy and 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 connecting to the network at the Accenture office. The summary has a clear structure, starting with the context of the call, then describing the employee's problem, and ending with the agent's willingness to help, making it coherent and easy to follow. The information presented is accurate, matching the details provided in the call transcript. However, the summary's completeness is slightly limited, as it ends mid-conversation before a solution is offered, but this is due to the nature of the provided transcript rather than a flaw in the summary itself. Overall, the summary effectively captures the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call transcript:\n1. Conciseness: It efficiently presents the main points without unnecessary details\n2. Relevance: All information included relates directly to the service interaction\n3. Coherence: The summary follows a logical flow from initial automated system through to the agent interaction\n4. Accuracy: Details are correctly represented, including the MyT phishing issue, personnel verification steps, and the client's network connection need\n5. Completeness: The summary acknowledges that the transcript ends before resolution, which is accurate\n\nMinor improvements could include:\n- More concise wording in places\n- Less detail about the automated menu system, which isn't central to the main issue\n- Clearer distinction between the system messages and actual interaction\n\nOverall, the summary performs well across all criteria, with only minor areas for improvement.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "1ebc846f-17fc-4048-9ca4-eb1fe09ab990",
    "train_trial_index": 0,
    "predicted_text": "A caller contacts Accenture's IT helpdesk regarding an issue with the Microsoft Authenticator app on their new iPhone.  The helpdesk is experiencing high call volume due to an unrelated issue with the MyT platform.  After a five-minute wait, the agent confirms the caller's identity and troubleshoots the problem.  The caller explains they can see the authentication code in the app but can't input it.  The agent guides the caller through various steps, including checking the app settings, attempting logins on different platforms (laptop, incognito window), and using a remote support tool (123rescue.com).  Finally, the agent directs the caller to generate a temporary access password within the Authenticator app, which resolves the issue. The caller expresses concern that the fix might be temporary, as the same solution was applied earlier that day. The agent closes the ticket and requests feedback via a survey.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 2415.0,
      "num_output_tokens": 0.0,
      "inference_runtime": 4.263155221939087,
      "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, 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>\nA caller contacts Accenture's IT helpdesk regarding an issue with the Microsoft Authenticator app on their new iPhone.  The helpdesk is experiencing high call volume due to an unrelated issue with the MyT platform.  After a five-minute wait, the agent confirms the caller's identity and troubleshoots the problem.  The caller explains they can see the authentication code in the app but can't input it.  The agent guides the caller through various steps, including checking the app settings, attempting logins on different platforms (laptop, incognito window), and using a remote support tool (123rescue.com).  Finally, the agent directs the caller to generate a temporary access password within the Authenticator app, which resolves the issue. The caller expresses concern that the fix might be temporary, as the same solution was applied earlier that day. The agent closes the ticket and requests feedback via a survey.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 Microsoft Authenticator app, and the steps taken to resolve it. 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 information is accurate, reflecting the troubleshooting steps and the final resolution. However, it misses some details, such as the specific problem with the MyT platform causing high call volume and the exact nature of the temporary fix concern. Overall, it provides a fair description but could be slightly more detailed.",
        "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 Microsoft Authenticator app and the steps taken to resolve it. The summary has a clear structure, starting with the caller's 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 problems and resolutions, making it complete. The only potential improvement could be adding more detail about the unrelated issue causing high call volume, but this is not crucial to the main topic.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: Mentions high call volume and MyT platform issues\n2. Problem: Clearly describes the authentication code input issue\n3. Troubleshooting steps: Covers the main steps taken (app settings, laptop login, incognito window, 123rescue.com)\n4. Resolution: Explains the temporary password solution\n5. Follow-up: Notes caller's concern about temporary nature of fix\n\nThe summary is concise while maintaining important details, and follows a logical flow from problem to resolution. It's accurate to the transcript and doesn't include misleading information. The length is appropriate for the complexity of the interaction.\n\nMinor improvement could be made by including the specific authentication code (59) mentioned repeatedly in the transcript, as it helps illustrate the exact nature of the problem. However, this is a minor detail that doesn't significantly impact the summary's quality.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "366d033a-cd30-4389-bbc8-52c8b949e009",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee, ####, contacted IT support regarding an error in the \"My Time and Expense\" application while submitting expenses for the first time.  The IT support agent, after confirming ####'s details, initiated a remote session to troubleshoot the issue.  Upon viewing the error, \"Total must equal amount originally entered for this expense,\" the agent placed #### on hold to investigate.  After the hold, the agent informed #### that the issue needed escalation to the dedicated My Time and Expense support team and transferred the call, prematurely marking the ticket as resolved.  #### expressed confusion and concern about submitting their time, but the agent reassured them the transfer would address the problem.  The call was then transferred to what appears to be a general HR and payroll line, leaving #### to navigate another phone menu.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1490.0,
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.\nSpeaker 2: For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 3: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your eight digit.  Hi, all agents are currently assisting other.\nSpeaker 4: Hi, this is ####.  Can you please provide your personnel number?  Yeah, ########################################.  Okay, thank you so much for that.  and let me just take your account first.  you're on my end, okay Sorry, I'll let me just take your account first.  you're on my end, okay And how about your EID or accent your email?\nSpeaker 5: ######################.\nSpeaker 4: Okay, and then your callback number?  ############.  Okay, thank you so much for those information.  Let me just check your account for a second.  Wait a sec.\nSpeaker 5: Okay.\nSpeaker 4: Okay, thank you so much for those information.  ####, so how can I help you today?\nSpeaker 5: Yeah, I have a problem when I put in my expense.  It's my first time, so maybe this is the problem, but I don't know.  I mean, I'm getting an error, which I should not get, and I don't understand what to do.\nSpeaker 4: Okay, it's my time and expense?\nSpeaker 5: Yes, but...\nSpeaker 4: Okay.  Okay, for this one, ####, yes, I'm very sorry for the inconvenience, but since you've got me on the line, I'll try my best to help you with this one, okay?  And then, to further help you with this issue, ####, can we do our remote session as well?\nSpeaker 5: Okay.\nSpeaker 4: Okay.  I will be pinging you on Teams.  Just click this link to do the remote session, okay?  Wait a sec.  Okay, I already sent you the link.  Did you receive it?\nSpeaker 5: Yeah, should I do run the applet?\nSpeaker 4: Download the applet.\nSpeaker 5: Download or run?\nSpeaker 4: Download and then Once downloaded, can you open the app file?\nSpeaker 5: Yes.  Okay, I think we're connected.\nSpeaker 4: Okay, now connected.  Okay, can you click okay?  Can you show me the R that you're getting?\nSpeaker 5: I'm doing submit my time and expenses, and I get error.  Total must equal amount originally entered for this expense, ####.  And when I look at the expense, I don't see any issue or something.  So I don't know what is wrong here.\nSpeaker 4: OK.  Wait a sec.  Okay.  For this one, ####, can I ... let me just check this one first here on my end.  Can I put this call on hold for 10 minutes while I check on this one for you?  Okay.\nSpeaker 5: Sure, sure.  I'm holding.\nSpeaker 4: Okay.  Thank you.  Okay, thank you for patient hearing, ####.  Yeah, I'm here.  Yeah, for this one, ####, I'm asking for checking here on my end as well, and here on my resources.  I'll be transferring you to the proper support team, the support team of MyD, my time and expense, to further check this issue for you, okay?  So can I transfer the call to the MyD support?\nSpeaker 5: Yes, of course.\nSpeaker 4: Okay.  Okay, thank you so much for that.  Okay, so for this one, ####, I'll be now transferring the call.  So, since no further actions here on my end for now, I'll be now tagging the ticket here as resolved.  But once the support team advises you to reach out to us again, we can just reopen the ticket, okay?\nSpeaker 5: I don't understand what you asked me to do.\nSpeaker 4: I mean, I'll be now just tagging the ticket here as resolved since no further actions here on my end.  So once my time and expense support advise you to call us back and we can just reopen the ticket, okay?\nSpeaker 5: But who will contact me?  I need to submit my time.\nSpeaker 4: Yeah, I mean, I will be transferring you now, okay?\nSpeaker 5: Okay, do whatever you need to me.  Okay, thank you.\nSpeaker 4: Thank you.\nSpeaker 2: Thank you for calling Accenture People Line, your resource for HR and payroll answers.\nSpeaker 6: To continue in English, press 1.\nSpeaker 2: If you are calling from Canada's Quebec province and want to talk with someone in French, press 2.\nSpeaker 6: I'm sorry, I didn't get that.\nSpeaker 7: For inquiries about your health benefits and insurance, flexible spending account, 401k, or pension, press 1.  If you're an Accenture Federal Services employee, press 2.  For verification of employment, press 3.  If you're a managing director, press 4.  For all other inquiries, press 5.  Press 9 to repeat the options.\nSpeaker 6: Thank you for contacting Accenture PeopleLine.  Press 1. if you do not consent to having your call recorded for quality and training purposes.  For the purpose of resolving your inquiry, Accenture PeopleLine will document some personal data, including your employee ID, name, phone number and email, in our system.  You may request to modify or delete your personal data at any time.  Recorded calls will be stored for three months and will be used to identify process improvements as well as training and quality purposes only.  If you know your eight-digit personal number, please press 1.  If you are a contractor and do not know your personal number, press 2.  Please make a valid selection.  Please make a valid selection.  Please make a valid selection.\n</call_transcript>\n<summary>\nAn Accenture employee, ####, contacted IT support regarding an error in the \"My Time and Expense\" application while submitting expenses for the first time.  The IT support agent, after confirming ####'s details, initiated a remote session to troubleshoot the issue.  Upon viewing the error, \"Total must equal amount originally entered for this expense,\" the agent placed #### on hold to investigate.  After the hold, the agent informed #### that the issue needed escalation to the dedicated My Time and Expense support team and transferred the call, prematurely marking the ticket as resolved.  #### expressed confusion and concern about submitting their time, but the agent reassured them the transfer would address the problem.  The call was then transferred to what appears to be a general HR and payroll line, leaving #### to navigate another phone menu.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 the \"My Time and Expense\" application, the remote session, and the escalation to another support team. It is relevant and focuses on the main topic of the call. The structure is coherent, making it easy to follow the sequence of events. However, there are some inaccuracies and omissions. The summary incorrectly states that the call was transferred to a general HR and payroll line, which is not explicitly confirmed in the transcript. Additionally, it does not mention the specific error message in full detail or the exact steps taken during the remote session. The summary also fails to capture the repeated confusion and concern expressed by the caller about the resolution process. Overall, while the summary is mostly accurate and relevant, it lacks some completeness and precision.",
        "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 main topic of the employee's issue with the \"My Time and Expense\" application. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly represents the events and conversations that took place during the call. However, it does not provide a complete description of the resolution, as the call was transferred to another line and the outcome is not specified.\n\nThe summary also highlights the main concerns of the employee, including the error in the application and the need to submit their time. However, it does not provide a complete resolution to these concerns, as the call was transferred to another line.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript. However, it lacks completeness in terms of the resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Accurately identifies the main issue (expense submission error)\n2. Correctly describes the sequence of events (verification, remote session, error message, hold period, transfer decision)\n3. Appropriately highlights the problematic resolution (premature ticket closure and transfer)\n4. Effectively conveys the customer's confusion and concern\n5. Notes the seemingly inappropriate transfer to HR/payroll\n\nThe summary is concise yet comprehensive, maintaining relevance throughout. It flows logically and is easy to follow. The information is accurate to the transcript, including specific error messages and key dialogue points. It also captures the somewhat unsatisfactory resolution, showing both the technical support attempt and the eventual transfer.\n\nMinor improvement could be made by mentioning the remote session setup details (downloading/running applet), but this isn't crucial to the main narrative. The summary successfully balances detail with brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
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    "train_trial_index": 0,
    "predicted_text": "The employee, ######, called the IT helpdesk because they couldn't log into the Teams app on their iPhone 16 Pro.  Although passwordless, the app prompted for a password. The helpdesk agent, ###, confirmed ######'s personnel information and phone model.  The agent discovered ######'s new phone wasn't fully set up with the Authenticator app.  The agent guided ###### through creating a temporary access pass on their laptop and using it to enable phone sign-in on the Authenticator app on their iPhone. After a brief setup process, ###### successfully logged into Teams. The agent created a resolved ticket and mentioned a forthcoming survey. ###### briefly considered another issue but resolved it independently before ending the call.\n",
    "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 Service, for Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with MyT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues.\nSpeaker 4: Hi, thank you for calling Service Desk.  My name is ###.  May  I have your personal number, please?\nSpeaker 5: Yeah, it's ###############.\nSpeaker 4: Thank you.  And can you also provide me your Accenture email, please?\nSpeaker 5: Yeah, you want me to spell it or just say it?\nSpeaker 4: You can just say it.  Thank you.\nSpeaker 5: #################################.\nSpeaker 4: Thank you, ########.  And can you also provide me your contact phone number, please?\nSpeaker 5: ############.\nSpeaker 4: Thank you.  And how can I help you today, ########?\nSpeaker 5: I'm having all kinds of technical issues.  log into Teams on my phone, like the Teams application on my phone.  But it asks me to put in my password, but I'm passwordless.  So I only have a PIN number for my email, so I can't log into Teams.\nSpeaker 4: Okay, so sorry to hear that, ########, that you're having this login issue on Teams app on the phone.  No worries, we can definitely help you with that.  But I just want to confirm, ########, what's the model of the phone that you're using right now?\nSpeaker 5: iPhone 16 Pro.\nSpeaker 4: iPhone 16 Pro, thank you.  Let me just check right here, your account, and give me a second.  Okay, and to confirm as well, ########, did you already set up your iPhone 15 for the Authenticator, correct?\nSpeaker 5: Yeah, I have the Authenticator.\nSpeaker 4: I just downloaded that.  Okay, so ########, as per checking here, your new phone is not fully set up for the authenticator.  So that's the reason why when you try to log into Teams, it's asking for a password.  So yeah, for this one, ########, we just need to create a tap or a temporary access pass on your Accenture laptop so that we can fully set up your authenticator.  So may I confirm if you can access Teams right now on the laptop?\nSpeaker 5: Yes, hold on, hold on.  I'm going to my laptop right now.\nSpeaker 4: Okay.\nSpeaker 5: Okay, I'm on my laptop.\nSpeaker 4: Okay, so let me send you a message.  ########, give me a second.  Okay, I sent it ########, just click the link and let me know if you were able to access it, okay?  Take your time.\nSpeaker 5: Okay, I'm clicking it right now.\nSpeaker 4: Okay.\nSpeaker 5: It's opening.\nSpeaker 4: All right.  So once you can see the site, ########, just click your Accenture account and click Create Tab button and just copy the tab that will pop up and paste it on any notes on your machine, ########, and let me know when it's done, okay?  Take your time with that.  Okay.  I'm copying it.  Okay.\nSpeaker 5: Okay.  I got it.\nSpeaker 4: All right, perfect.  Now, ########, open the Authenticator app on your iPhone 16, please.\nSpeaker 5: Okay.\nSpeaker 4: Okay.\nSpeaker 5: Okay.\nSpeaker 4: Okay.  Since it is open right now, ########, can you click the Accenture account that you can see there, and can you tell me if you can see there a word, enable phone sign-in or set up phone sign-in?\nSpeaker 5: Actually, enable phone sign-in.\nSpeaker 4: All right.  Please click that one and continue, and there should be option there, use temporary access pass.  Yeah.  Yeah.  And take your time.  Okay, take your time, ########.  I'll wait.\nSpeaker 5: Okay.\nSpeaker 4: I clicked.  Just sign in.  Okay, sorry.\nSpeaker 5: Okay, I did it.\nSpeaker 4: All right, perfect.  And what can you see now, ########?\nSpeaker 5: It just took me back to the main authenticator page.\nSpeaker 4: All right.  Perfect.  Let me just double check first your account, ######, here.  And sorry to interrupt earlier.  Let me check your account.  Still checking.\nSpeaker 5: OK.\nSpeaker 4: OK.  So yeah, ########, I can see here that your iPhone 16 is all set up, fully set up on the Authenticator.  So you cannot try to access Teams again, ########, using Authenticator only since you are passwordless.  And just a heads up as well, if ever you have encountered any issues or error in accessing it.  right now, just wait for replication time, 30 minutes only.  Plug in again, ########, okay?  Since we just fully set up your Authenticator.  Just a heads up.\nSpeaker 5: Okay.  Oh, it looks like they signed me in, so I'm good.  They signed me in.\nSpeaker 4: Oh, okay.  All right.  Perfect.  So since you're all set, ########, I'll be creating a ticket right here, and I will tag it as resolved.  And you may also receive a survey via email.  If you have any positive feedback to provide, we would appreciate it, ########.  So thank you for your time, and have a great weekend ahead, ########.  Thank you.\nSpeaker 5: Hold on.  I think I may need help with something else.\nSpeaker 4: Oh, yeah, for sure.  Hold on.  Let me know.\nSpeaker 5: I'm checking if it works.\nSpeaker 4: What's your issue on your end, ######?\nSpeaker 5: I think I got it.  I think I got it.\nSpeaker 4: I think.  Okay, so you're all good now?\nSpeaker 5: Yeah.  Yeah.\nSpeaker 4: Okay.  Okay.  Thank you.  All right.  Yeah, you're welcome.  It's okay.  It's okay.  Have a great day ahead.  Bye-bye.  Bye.\n</call_transcript>\n<summary>\nThe employee, ######, called the IT helpdesk because they couldn't log into the Teams app on their iPhone 16 Pro.  Although passwordless, the app prompted for a password. The helpdesk agent, ###, confirmed ######'s personnel information and phone model.  The agent discovered ######'s new phone wasn't fully set up with the Authenticator app.  The agent guided ###### through creating a temporary access pass on their laptop and using it to enable phone sign-in on the Authenticator app on their iPhone. After a brief setup process, ###### successfully logged into Teams. The agent created a resolved ticket and mentioned a forthcoming survey. ###### briefly considered another issue but resolved it independently before ending the call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with logging into Teams, the steps taken to resolve it, and the final outcome. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the key details from the transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the initial high call volume and the specific steps taken to create the temporary access pass. 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 login issue with the Teams app and the helpdesk agent's solution. The summary's structure is coherent, making it easy to follow and understand.\n\nIn terms of accuracy, the summary correctly identifies the problem, the steps taken to resolve it, and the outcome. It also mentions the creation of a resolved ticket and the forthcoming survey, which are accurate based on the call transcript.\n\nThe summary is mostly complete, covering the main problem and its resolution. However, it does not mention the initial automated messages and the wait time, but these are not crucial to the main issue at hand. Overall, the summary effectively captures the essence of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary excels in multiple aspects:\n1. Conciseness: It efficiently captures the key points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: It focuses on the core issue (Teams login problem) and its resolution, including only pertinent details.\n3. Coherence: The summary follows a logical flow from problem identification through resolution, making it easy to follow.\n4. Accuracy: All stated facts align perfectly with the transcript, including the phone model, issue description, and resolution steps.\n5. Completeness: It captures the main problem, solution process, and even includes the final interaction about a potential second issue that was self-resolved.\n\nThe summary effectively balances detail and brevity while maintaining accuracy. It includes all crucial elements: the initial problem, verification steps, resolution process, and conclusion. The only minor improvement could be mentioning the 30-minute replication time warning, but this isn't critical to the core narrative.",
        "claude_score": 9.0
      }
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    "predicted_text": "The call transcript outlines the automated options presented by Accenture's IT helpdesk.  Callers seeking password resets or account unlocks are directed to press 0.  Options for technology and application support are accessed by pressing 1.  The system checks for passwordless accounts, prompting users to visit go.accenture.com/gopasswordless. Passwordless users can press 1 for an agent or use self-help.  Those with passwords press 2.  Users locked out due to disabled accounts or forgotten passwords are instructed to press 9.  The system also offers access to voicemail and informs callers about call recording for quality and data handling purposes.  The transcript ends abruptly mid-sentence.\n",
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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 videos.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, Press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with the further options for enterprise password reset.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password is to visit myid.accenture.com from any personal PC or mobile phone.  If you would like to reset your password via automated password reset utility, press 2.  To repeat, press 2.  If you are unable to log into your PC due to an error at the login screen and your account has been disabled, press 9.  If you have forgotten your password, press 9.\nSpeaker 4: You know, you won't talk to somebody that doesn't know you at all.  I don't know myself.  To access your voice mailbox, press 1 to discuss who has what new message.  First new message received Friday at 11.13 AM.  Welcome to Accenture CIO Technology Services.  For the purposes of assisting you with your inquiry, some personal data is held on our system.  Your call may be recorded for quality purposes.  If you do not wish to be recorded or wish to know more about how your personal data is used, please press zero.  For enterprise password reset and account unlock, press zero.  For technology and business, to check if your account is passwordless, Please visit go.accenture.com.  slash gopasswordless if you are passwordless.  Step one, speak to a live agent or use the site's telltale option.  If you are not passwordless yet, press 2 to continue with this option for enterprise if you are unable to log in to your PC.  If there is an error, log in screen that your account has been disabled.  Press turn.  If you have a computer,\n</call_transcript>\n<summary>\nThe call transcript outlines the automated options presented by Accenture's IT helpdesk.  Callers seeking password resets or account unlocks are directed to press 0.  Options for technology and application support are accessed by pressing 1.  The system checks for passwordless accounts, prompting users to visit go.accenture.com/gopasswordless. Passwordless users can press 1 for an agent or use self-help.  Those with passwords press 2.  Users locked out due to disabled accounts or forgotten passwords are instructed to press 9.  The system also offers access to voicemail and informs callers about call recording for quality and data handling purposes.  The transcript ends abruptly mid-sentence.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 automated options provided by the helpdesk, making it easy to understand. It correctly identifies the key options for password resets, account unlocks, technology support, and voicemail access. The summary also mentions the website for checking passwordless accounts and the call recording notice, which are relevant details.\n\nHowever, there are some inaccuracies and omissions. The summary states that users with passwords should press 2, but the transcript indicates that pressing 2 is for those who are not passwordless yet. Additionally, the summary does not mention the option to reset passwords via the automated password reset utility, which is a significant detail. The abrupt end of the transcript is noted, but the summary could have been clearer about the incomplete nature of the information.\n\nOverall, the summary is mostly accurate and relevant but misses some details and has minor inaccuracies.",
        "gpt_score": 7.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points from 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 in the summary are clear, 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 repetitive nature of the options presented in the transcript and the somewhat disjointed and confusing tone of the original recording. Despite this, the summary does a good job of conveying the main points and options presented to callers.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the automated phone system menu with good organization and clarity. It accurately presents the main options (password reset, account unlock, technology support) and their corresponding numbers. The summary maintains relevance by focusing on the core menu options and instructions. It's concise while including essential details about passwordless accounts and the myid.accenture.com resource. The coherence is strong, with a logical flow from general options to specific scenarios. The accuracy is high, correctly stating the menu options and their corresponding numbers. However, there are minor completeness issues - the summary doesn't mention that myid.accenture.com can be accessed from personal devices for password reset, and the video conferencing services option isn't fully detailed. The summary appropriately notes that the transcript ends abruptly, providing context for the incomplete information. Overall, it's a well-balanced summary that effectively conveys the essential information while maintaining clarity and accuracy.",
        "claude_score": 8.0
      }
    }
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    "instance_id": "73f26524-9839-43a3-9b15-3609d029c98f",
    "train_trial_index": 0,
    "predicted_text": "The employee, ####, called the IT helpdesk about a previously submitted ticket regarding a broken laptop.  The automated system informed callers of high call volume due to an ongoing \"gone phishing\" issue.  After providing their employee ID and callback number, #### explained they needed the ticket escalated to the local helpdesk for faster resolution. The helpdesk agent, after a brief hold to consult with subject matter experts (SMEs), confirmed the escalation and advised #### to expect contact (call or email) from local tech support within the day.  #### confirmed their Accenture email address for contact purposes. The call ended amicably.\n",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing... For Technology and Business Application Support, press 1.  For Mobile Communication... 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>\nThe employee, ####, called the IT helpdesk about a previously submitted ticket regarding a broken laptop.  The automated system informed callers of high call volume due to an ongoing \"gone phishing\" issue.  After providing their employee ID and callback number, #### explained they needed the ticket escalated to the local helpdesk for faster resolution. The helpdesk agent, after a brief hold to consult with subject matter experts (SMEs), confirmed the escalation and advised #### to expect contact (call or email) from local tech support within the day.  #### confirmed their Accenture email address for contact purposes. The call ended amicably.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 a \"gone phishing\" issue, the employee's request to escalate a ticket, and the helpdesk agent's actions. It is relevant, focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the details from the transcript correctly. However, it misses some minor details, such as the agent's request for the employee's enterprise ID and the confirmation of the callback number, which could be relevant for completeness. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their laptop and the helpdesk's resolution. The summary has a clear structure, starting with the employee's problem, the helpdesk's actions, and the expected outcome, making it coherent and easy to follow. The information presented is accurate, matching the details provided in the call transcript. The summary also provides a fair description of the main problem and resolution, making it complete. The only minor issue is the inclusion of the \"gone phishing\" issue, which, while mentioned in the call transcript, is not directly related to the employee's problem. However, this does not detract significantly from the overall quality of the summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: Mentions the automated system's warning about high call volume and phishing issues\n2. Purpose: Clearly states the reason for the call (escalating laptop issue ticket)\n3. Process: Details the verification steps (employee ID, callback)\n4. Resolution: Accurately describes the agent's actions and promised follow-up\n5. Outcome: Notes the agreement on contact method via Accenture email\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without unnecessary details. It follows a logical flow from initial context to resolution. All stated facts align accurately with the transcript. The summary effectively captures both the technical issue (laptop problem needing escalation) and the process resolution (escalation to local support with promised same-day follow-up).\n\nMinor improvement could be made by specifying that the caller has access to email/Teams via mobile, which could be relevant for contact purposes, but this is a minor detail.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "31be7838-8f02-41be-ad96-6c8a05cc05c8",
    "train_trial_index": 0,
    "predicted_text": "An employee called the IT helpdesk needing a new laptop.  After navigating the automated system and waiting on hold, the employee explained to the IT agent that their laptop would not turn on due to a faulty charging port.  They had already confirmed at an Apple Store that the issue was with the laptop, not the charger.  Despite the employee's clear explanation, the agent insisted on basic troubleshooting steps, even though the employee stated they were in their car and the laptop was dead.  The employee expressed concern about local IT support's ability to handle a MacBook Pro replacement in their smaller office. The agent assured them local support would assist, but reiterated the need for troubleshooting before escalating the issue.\n",
    "base64_images": [],
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      "call_summarization_score": 0.8518518518518517
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams 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>\nAn employee called the IT helpdesk needing a new laptop.  After navigating the automated system and waiting on hold, the employee explained to the IT agent that their laptop would not turn on due to a faulty charging port.  They had already confirmed at an Apple Store that the issue was with the laptop, not the charger.  Despite the employee's clear explanation, the agent insisted on basic troubleshooting steps, even though the employee stated they were in their car and the laptop was dead.  The employee expressed concern about local IT support's ability to handle a MacBook Pro replacement in their smaller office. The agent assured them local support would assist, but reiterated the need for troubleshooting before escalating the issue.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call, including the employee's need for a new laptop due to a faulty charging port, the confirmation from the Apple Store, and the IT agent's insistence on troubleshooting. It is relevant and focuses on the key issue of the laptop not turning on. The summary is coherent and easy to follow, with a logical flow of ideas. It is mostly accurate, but it slightly misrepresents the agent's response by implying they were unhelpful, whereas the agent did offer to escalate the issue if troubleshooting failed. The summary is fairly complete, covering the main concerns and the proposed resolution, but it could have mentioned the high call volume and the initial automated system navigation more explicitly. Overall, it provides a good overview of the call.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their laptop and the conversation with the IT agent. 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 employee's explanation of the issue and the agent's insistence on troubleshooting steps. It also captures the employee's concern about local IT support's ability to handle a MacBook Pro replacement.\n\nThe summary is mostly complete, covering the main problems and concerns discussed in the call transcript. However, it does not mention the initial automated system messages and the wait time, which are minor details but provide context for the call.\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 interaction:\n1. Accurately describes the main issue (laptop charging port failure)\n2. Includes relevant context about the Apple Store verification\n3. Captures the slight friction between agent and caller, where the agent insisted on troubleshooting despite clear evidence of the problem\n4. Notes the caller's concern about local IT support for MacBook Pro\n5. Maintains good flow and logical progression\n\nThe summary is concise while including all crucial details. It's coherent and easy to follow. The information is accurate and matches the transcript without any misrepresentations. It effectively captures both the technical issue and the communication dynamics between the caller and agent.\n\nMinor improvement could be made by mentioning the initial automated system issues with \"gone phishing\" that was briefly mentioned in the transcript, though this wasn't directly relevant to the main problem.",
        "claude_score": 9.0
      }
    }
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    "train_trial_index": 0,
    "predicted_text": "The Accenture employee, ######, called the IT helpdesk for assistance with the new online travel booking tool.  While attempting to book travel to India, the tool required a visa expiry date, but ######'s permanent resident card has no expiry date.  The system wouldn't allow booking without this mandatory field.  The helpdesk agent, ####, requested ###### to take a screenshot of the error message and send it via Teams.  ###### agreed and said it would take about 10 minutes to recreate the error as they were no longer on the booking page.  They agreed to ping the agent on Teams when ready, and the agent offered to call back after 10 minutes.\n",
    "base64_images": [],
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For MyLearning Support, press 3.  For AEH applications such as ARC, MyWizard SI, MyWizard Governance, Mike and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.  Please enter your 8-digit personnel number so we can... 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>\nThe Accenture employee, ######, called the IT helpdesk for assistance with the new online travel booking tool.  While attempting to book travel to India, the tool required a visa expiry date, but ######'s permanent resident card has no expiry date.  The system wouldn't allow booking without this mandatory field.  The helpdesk agent, ####, requested ###### to take a screenshot of the error message and send it via Teams.  ###### agreed and said it would take about 10 minutes to recreate the error as they were no longer on the booking page.  They agreed to ping the agent on Teams when ready, and the agent offered to call back after 10 minutes.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the travel booking tool and the steps taken to resolve it. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, it could be slightly more complete by mentioning the specific error message about the missing expiry date and the fact that the agent will ping the caller on Teams first. Overall, it provides a fair description of the main problem and the agreed resolution.",
        "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 helpdesk agent's assistance. The summary has a clear structure, making it easy to understand and follow, thus demonstrating coherence. The information presented is factually correct, matching the details provided in the call transcript, which ensures accuracy. Lastly, the summary provides a fair description of the main problem and the steps taken towards resolution, indicating completeness. The only potential improvement could be including the outcome or next steps after the screenshot is shared, but given the call's context, the summary adequately covers the key points.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (travel booking tool requiring visa expiry date for a permanent resident card)\n2. Accurately describes the solution proposed (screenshot sharing via Teams)\n3. Includes relevant follow-up actions (10-minute wait and Teams ping)\n4. Maintains proper chronological flow\n5. Avoids unnecessary details like IDs and phone numbers\n\nThe summary is concise yet complete, focusing on the essential information without including irrelevant details from the initial IVR menu or ID verification process. It accurately represents both the problem and the agreed-upon next steps. The language is clear and professional, making it easy to understand the situation and resolution plan.\n\nMinor improvement could be mentioning that this was specifically an Accenture CIO helpdesk call, but this doesn't significantly impact the summary's effectiveness.",
        "claude_score": 9.0
      }
    }
  },
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    "train_trial_index": 0,
    "predicted_text": "The caller, ####, contacted the CIO Service Desk because they couldn't connect to their authenticator app, which was requesting a password despite being supposedly passwordless. The agent, ######, guided #### through generating a temporary access pass via a link sent through Microsoft Teams.  After copying the code, #### was instructed to enter any password into the authenticator app until an \"other ways to sign in\" option appeared.  Despite entering the temporary access code, the authenticator app continued to have issues.  The agent ultimately advised #### to restart their phone and try logging in again after 30 minutes. The call also began with an automated message and a hold message mentioning high call volume due to issues with myT and users being redirected to a phishing page.\n",
    "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.\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to... Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor...\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with myT.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 4: Hi, this is ###### from CIO Service Desk.  May I have your personnel number, please?\nSpeaker 5: ########\nSpeaker 4: OK.  And how about your enterprise ID or Accenture email?\nSpeaker 5: #################################.\nSpeaker 4: OK.  And your callback number, please?\nSpeaker 5: ##############.\nSpeaker 4: Okay, perfect.  So yep, by the way, how can I help you today, ####?\nSpeaker 5: I'm trying to connect to my authenticator, and I'm not getting the ...I'm not getting the notification.  I'm asking my password.  So how do I reset my password?  I think I'm passwordless.\nSpeaker 4: Okay, I see.  So by the way, ######, it's hard to hear that you're not able to sign in.  to your Authenticator application as it is asking for a password.  But don't worry, since you got me here on the line, I am more than happy to assist you with this one, okay?  By the way, may I ask, ####, if you have access to your Microsoft Teams in your laptop or in your mobile phone?\nSpeaker 5: Yes, I do.\nSpeaker 4: Okay.  I'll be sending you a message in your Microsoft Teams chat, and please check if you can receive my message, okay?  Okay, I just sent you the message.  Could you please check it?  So please try to access the link that I sent to you so that we can generate a temporary password.\nSpeaker 5: Okay.  So, select.\nSpeaker 4: you would like to create a tab.  Okay, select your extension email.  And then, by the way, once you click that create app button, a code will be created.  displayed in your screen, and then you need to copy that one within 30 seconds because it will automatically disappear.\nSpeaker 5: So just copy that?  Okay, let's just create and copy it then.  Yes, please.  Oh, it says 30 minutes.  Okay, I just copied it.  Copy.\nSpeaker 4: Okay, perfect.  Now, please go back to your authenticator application.\nSpeaker 5: Okay.  Okay.\nSpeaker 4: So, is it still asking for a password?  Yeah.  So, please type any password.\nSpeaker 5: So, enter that.\nSpeaker 4: No, please type any password first.\nSpeaker 5: Any password, okay.\nSpeaker 4: Yep, any password.\nSpeaker 5: That I need to remember?\nSpeaker 4: No, just enter any password until you got the options, other ways to sign in.\nSpeaker 5: Okay, enter password, your password does not match, incorrect.\nSpeaker 4: Now, do you have other options like other ways to sign in or use Temporary Access Pass instead?\nSpeaker 5: Sir, can you sign in now?\nSpeaker 4: Okay, could you please close your Authenticator app and then try to reopen again?  OK.  So is it still asking for a password?\nSpeaker 5: Checking for a notification.  Your sign-in information may have changed.  You need to log in again to your account.  Continue.\nSpeaker 4: Yes, please.\nSpeaker 5: Temporary access password, yes.  It is asking for a temporary access password.  So enter what I copied?\nSpeaker 4: Yep.  If it is asking for a temporary access password, please try to enter the code that you have generated.  Okay, so how is it now?\nSpeaker 5: Checking for notifications.  Okay.  I think it's checking for notifications.\nSpeaker 4: Okay.  Okay, so is it still loading?\nSpeaker 5: It's still loading, yes.  Okay.  Should I try to get the notification?\nSpeaker 4: Is it already?  Are you able to sign in now?\nSpeaker 5: It is checking for notification.  I think I am signing in.  Let me just see if I send a notification again to see if I receive something.  It is checking for notification.\nSpeaker 4: So if that is the case, you need to wait for the Authenticator application to be fully set up.  So could you please go back to your Authenticator app?\nSpeaker 5: Office 365 location, #######.  Enter the number shown in the sign-in.  Okay.  Okay, let me just next.  Again, try to get it again.  Let me sign in.  I'm trying to send notification for my system to log in.  Request wasn't sent.  Check your send notification at this time.  We could not send a notification at this time.  Please check your app for pending notification.  Tap next to send another request.  Send another request?\nSpeaker 4: No, it's not.  No, please try to close your Teams and then try to sign in again.  If you're getting the same message, you need to restart your phone and then you may try to sign in again after 30 minutes because you have just signed back in.\nSpeaker 5: So restart my computer?\nSpeaker 4: Your phone.\nSpeaker 5: Oh, restart my phone.  And why does it happen?\n</call_transcript>\n<summary>\nThe caller, ####, contacted the CIO Service Desk because they couldn't connect to their authenticator app, which was requesting a password despite being supposedly passwordless. The agent, ######, guided #### through generating a temporary access pass via a link sent through Microsoft Teams.  After copying the code, #### was instructed to enter any password into the authenticator app until an \"other ways to sign in\" option appeared.  Despite entering the temporary access code, the authenticator app continued to have issues.  The agent ultimately advised #### to restart their phone and try logging in again after 30 minutes. The call also began with an automated message and a hold message mentioning high call volume due to issues with myT and users being redirected to a phishing page.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 the authenticator app, the steps taken to resolve it, and the final advice given by the agent. It also mentions the automated message and the high call volume due to issues with myT, which adds context to the call. \n\nRelevance is high as the summary focuses on the main issue and the steps taken to resolve it. However, the mention of the automated message and high call volume, while providing context, might be considered slightly less relevant to the main issue.\n\nCoherence is good; the summary flows logically from the problem to the attempted solutions and the final advice.\n\nAccuracy is high; the summary correctly reflects the details of the call transcript without any misleading information.\n\nCompleteness is also good; the summary covers the main problem, the steps taken to resolve it, and the final advice. However, it could have briefly mentioned the specific problem with the authenticator app not sending notifications.\n\nOverall, the summary is well-done but could be slightly improved by focusing more on the main issue and less on the context.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issues and resolutions from the call transcript in a brief manner. The information presented is relevant to the main topic, focusing on the caller's problem with their authenticator app and the agent's attempts to resolve the issue. The summary has a clear structure and flow of ideas, making it easy to understand and follow. The information in the summary is factually correct, accurately representing the events and conversations from the call transcript. However, the summary could be considered slightly incomplete, as it does not fully explain the initial automated messages and the context of the high call volume due to issues with myT, but it does mention these aspects briefly. Overall, the summary effectively captures the essence 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 (authenticator app password problems)\n2. Includes relevant context about the initial automated message regarding myT issues\n3. Chronicles the step-by-step troubleshooting process\n4. Correctly captures the final resolution (restart phone and wait 30 minutes)\n\nThe summary is concise while maintaining important details and follows a logical flow. It's coherent and easy to follow, moving from problem identification through attempted solutions to final resolution.\n\nHowever, there are minor areas for improvement:\n1. Could have mentioned that the authentication issues persisted even after entering the temporary access code\n2. Could have been more specific about the notification issues encountered near the end\n3. The inclusion of the initial automated message about myT, while accurate, is somewhat tangential to the main issue\n\nDespite these minor points, the summary achieves its primary goal of accurately conveying the key information from the call in an accessible format.",
        "claude_score": 8.0
      }
    }
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    "predicted_text": "The employee, #######, called the IT helpdesk because their account was locked, displaying a message stating they couldn't access the resource despite a successful sign-in.  The agent, after gathering the employee's details, diagnosed the issue as a device non-compliance and conditional access problem.  The agent directed the employee to 123rescue.com and provided two successive PINs (606666, then 881254) to connect with a remote expert.  However, no remote experts were available.  The issue was scheduled for the next day at 9 am PST (12 pm EST), estimated to take under an hour to resolve. The employee was promised an email confirmation.\n",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business... To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the... Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions.\nSpeaker 3: Hi, this is agent from CAO.  Can you please have your employee number?\nSpeaker 4: Yeah, it's #########.\nSpeaker 3: Thank you very much.  And you can also have your official email as well.\nSpeaker 4: #################################.\nSpeaker 3: Thank you very much.  And lastly, could I also have your cell phone number as well?  ############.\nSpeaker 4: All right.\nSpeaker 3: Thank you for calling, #######.  How can I help you today?\nSpeaker 4: Hi.  So my account's locked out.  I can't log in.  It says you cannot access this right now.  So it's like almost like my computer's out of compliance or something.  All right.\nSpeaker 3: I'm very sorry to hear that.  Now that you got me on the line.  I will assist on this issue.  On the lockout issue, can you please elaborate on the error message?  Can you please describe it to me fully?\nSpeaker 4: Yeah.  It says, Accenture brings up the sign-in to Microsoft Outlook with single sign-on.  The logo has my e-mail address, so #############################.  It says, you cannot access this right now in bold letters.  It says, your sign-in was successful but does not meet the criteria to access this resource.  For example, you might be signing in for a browser app or location that is restricted by your admin.\nSpeaker 3: All right, now I understand.  So yes, your device is under uncompliance and also under conditional access.  And so for us to be able to remediate that, kindly go to your browser and go to 123rescue.com.  I'm going to connect to you there and connect you to one of our remote experts, and they will be the ones to remediate your device.  So again, go to 123rescue.com.\nSpeaker 4: I'm trying to get to a browser.  Hold on a second.  Just trying to sign in is the issue.  Okay.  One, two, three, resource.com.  Okay.  And what's the password?  Or what's the PIN?\nSpeaker 3: Oh, one moment.  So the PIN should be 606666.  606666.\nSpeaker 4: Perfect.  Start download.  It says this code does not exist.  Please contact your support provider.\nSpeaker 3: Come again.  Can you please refresh the website?\nSpeaker 4: Okay, so 606666.  Correct?\nSpeaker 3: Yes, that's correct.\nSpeaker 4: Yes, this code doesn't exist.\nSpeaker 3: All right, let me generate another one.  All right, please refresh the page and enter 881254.  Okay.\nSpeaker 4: I'm refreshing it with this.  Okay, what is it?  Sorry.\nSpeaker 3: Again, the code should be 881254.  Okay, now it's downloading.  All right, once it's finished downloading, just open the file.  Check your download folder.\nSpeaker 4: I clicked the wrong one.  Yeah, I'm opening it right now.\nSpeaker 3: All right, one moment.  I will connect to you shortly.  Perfect.  Great, one moment, please.  Everybody just wait a minute.  All right, I will continue now.  Just kind of accept the invitation.  All right.  Thank you very much.  So shortly afterwards, I should be communicating with my remote export.  Could I kind of place you on hold for two minutes, and then we'll get back to you once I receive the response from the remote export?  Okay.  All right.  Thank you very much.  All right.  Thank you for patiently waiting, #######.  So again, apologies.  Upon further checking with my remote export, there seems to be no available remote export at the moment.  We kindly ask if you will be able to put this on schedule session at your earliest convenience tomorrow.  May I know what time are you available for tomorrow?   The time available for tomorrow is from 8 a.m.  to 8 p.m.  EST.\nSpeaker 4: How long do you think it will take for it to be resolved?\nSpeaker 3: It will just take under an hour.\nSpeaker 4: Okay.  I guess tomorrow at 9 works, 9 PST.  All right.\nSpeaker 3: Thank you for being so understanding and have a wonderful day today.  If I miss from now, you will receive an email confirmation about this.  Thank you very much.\nSpeaker 4: So 9 p.m So I guess like Eastern Time, that would be like 12 o'clock Eastern.\nSpeaker 3: Yes, I understand.  Thank you very much.\nSpeaker 4: All right.  Sounds good.\n</call_transcript>\n<summary>\nThe employee, #######, called the IT helpdesk because their account was locked, displaying a message stating they couldn't access the resource despite a successful sign-in.  The agent, after gathering the employee's details, diagnosed the issue as a device non-compliance and conditional access problem.  The agent directed the employee to 123rescue.com and provided two successive PINs (606666, then 881254) to connect with a remote expert.  However, no remote experts were available.  The issue was scheduled for the next day at 9 am PST (12 pm EST), estimated to take under an hour to resolve. The employee was promised an email confirmation.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 final resolution plan. It is relevant, focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, correctly reflecting the details from the transcript, such as the issue with device non-compliance, the use of 123rescue.com, and the scheduling for the next day. However, the summary could be slightly more complete by mentioning the initial high call volume and the agent's apology for the inconvenience, which provides context for the delay and the need to schedule the session for the next day. Overall, it is a well-rounded summary with minor omissions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue and the steps taken to resolve it. 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. However, the summary could be considered incomplete as it does not mention the initial automated messages and the high call volume due to performance issues with \"my key,\" but these points are not crucial to the main problem and resolution. Overall, the summary does a good job of capturing the essential information from the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the initial problem (account lockout/access issue)\n2. Includes the agent's diagnosis (device non-compliance/conditional access)\n3. Details the attempted solution (123rescue.com and PIN attempts)\n4. Correctly states the final resolution (next-day scheduling)\n5. Maintains chronological flow and logical structure\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while including all crucial information. It accurately represents the timing (9 PST/12 EST) and expected duration (under an hour). The language is clear and professional.\n\nMinor improvements could include mentioning the initial system message about MyKey performance issues, though this wasn't directly related to the caller's specific problem. The summary successfully balances brevity with informativeness, making it highly effective for documentation purposes.",
        "claude_score": 9.0
      }
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    "predicted_text": "The employee, ####, called the IT helpdesk for a password reset.  The call began with automated messages about high call volume due to issues with the login system. After holding, the helpdesk agent, ######, collected ####'s personnel number, email address, and callback number. #### explained they needed a password reset and their manager had provided the necessary code.  The agent placed #### on hold to check the ticket (INC ########. They then confirmed ####'s information and manager's email address (##############@accenture.com). The agent generated a new password (OT!C99S3) and provided it to #### verbally, spelling out each character. After confirming #### had the correct password, the agent marked the ticket as resolved.\n",
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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 device, to check if your account is passwordless, please visit go.accenture.com.\nSpeaker 2: slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help option.  Please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: If you are Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not...\nSpeaker 4: Hi, this is ###### from CIO Service Desk.  May I have your first call number, please?\nSpeaker 5: My number, it's ########.\nSpeaker 4: It's ######... What comes back, sorry?\nSpeaker 5: ## at the end.\nSpeaker 4: All right, gotcha.  One second here.  All right, thank you for this information, and also can I ask for your enterprise ID?\nSpeaker 5: I don't think I have, like, I don't know what my enterprise ID is.\nSpeaker 4: Like your Accenture email address.\nSpeaker 5: Okay, it's #############################.\nSpeaker 4: All right, awesome.  Thank you for this information, and also can I ask for your best callback number?  ############.  I'm sorry, your line's cutting in and out.  It's #####################.  Sorry.  Alright, so how may I help you today, ####?\nSpeaker 5: Okay, so I had a ticket open where I was going to get a password reset, and I reached out to my manager.  My manager just gave me the code that I need to reset.\nSpeaker 4: Okay, I see.  Well, I don't really understand your situation here, but don't worry.  I will do my best to help you with this one.  So, one second here.  Let me go ahead and check for this one as well, okay?\nSpeaker 5: Okay.\nSpeaker 4: All right, so for this one, is it okay if I can place the call on hold for one to two minutes?  Let me just check my resources here on my end, as well as the air ticket on my end as well.\nSpeaker 5: Mm-hmm.\nSpeaker 4: One moment, please.  Thank you so much for patiently waiting for this one.  All right, so can you confirm the incident number that your manager provided?\nSpeaker 5: Okay, so it's INC ########.\nSpeaker 4: All right, awesome.  Thank you for this information.  And also, can I ask for your personal number again for verification purposes?\nSpeaker 5: ########.\nSpeaker 4: All right.  And your manager's EID, the one that vouched you in this verification process?\nSpeaker 5: It's ###########.\nSpeaker 4: Could you provide the enterprise ID, like their Accenture email address?\nSpeaker 5: It is.  I guess, just a second.  Let me look that up.  I have to put you on speaker.  All right.  Just a moment.  email address is ############## at Accenture.\nSpeaker 4: All right, awesome.  Thank you for this information.  So for this one, let me go ahead and reset your password on our end, right?\nSpeaker 5: Yeah, I want a password reset.  All right.\nSpeaker 4: So for this one, let me just ask some information here.  This is for the verification process.  Let me just ask if you are blacked out due to multiple failed login attempts?\nSpeaker 5: Say again?  I can't really hear you very well.\nSpeaker 4: All right, so for this one, are you blacked out due to multiple failed login attempts?\nSpeaker 5: Yeah, it's like I can't get into my account.  because, like, I don't know my password.  Mm-hmm.\nSpeaker 4: Okay, I see.  Uh-huh.  All right, so let me go ahead and request for your password.  Let me go ahead and generate your password here.  So for this one, here's your pass, I mean, the password that has been reset here.  So please prepare a pen and paper.\nSpeaker 5: Yeah, sure.\nSpeaker 4: It's small letter O, as in Oscar.\nSpeaker 5: Mm-hmm.\nSpeaker 4: Capital P as in Tango.\nSpeaker 5: Capital P?\nSpeaker 4: Mm-hmm, as in Tango.\nSpeaker 5: T or T?\nSpeaker 4: T as in Tango.  Tango, okay.  Yep.  All right.  And then small letter C as in Charlie.\nSpeaker 5: Okay.\nSpeaker 4: Sorry.  Let me just repeat it again.  It's small letter O as in Oscar.  Then capital T as in Tango.  Then exclamation point.\nSpeaker 5: Look, the second, I really can't hear you very well.  Was the second letter, it's T, P as in PANDA or T as in train?\nSpeaker 4: Train.\nSpeaker 5: T, okay, as in train.  Okay, OTC exclamation mark.\nSpeaker 4: Nope, it's OT, then exclamation point.\nSpeaker 5: Uh-huh.\nSpeaker 4: Then small letter C as in Charlie.  Uh-huh.  Number nine.\nSpeaker 5: Uh-huh.\nSpeaker 4: Number nine.\nSpeaker 5: Okay, two nines?\nSpeaker 4: Yep, two nines.  And then small letter S as in Cheryl.  Then number three.\nSpeaker 5: That's it?\nSpeaker 4: Yep, that's it.\nSpeaker 5: Okay, I got O, uppercase S, T, as in train, exclamation mark, C99S3.\nSpeaker 4: Yep, that's correct.\nSpeaker 5: Okay, OT, exclamation mark, C99S3.\nSpeaker 4: Mm-hmm.\nSpeaker 5: Okay, great.\nSpeaker 4: All right, so for this one, you can try that one on your end, and for this one, I will tag your ticket here as resolved, and upon the resolution of it, you will receive a survey via email, and your feedback is highly appreciated.  So thank you for calling CIO, and have a wonderful day, ####.\nSpeaker 5: Okay, thank you.  Bye-bye.\nSpeaker 4: Bye-bye.\n</call_transcript>\n<summary>\nThe employee, ####, called the IT helpdesk for a password reset.  The call began with automated messages about high call volume due to issues with the login system. After holding, the helpdesk agent, ######, collected ####'s personnel number, email address, and callback number. #### explained they needed a password reset and their manager had provided the necessary code.  The agent placed #### on hold to check the ticket (INC ########. They then confirmed ####'s information and manager's email address (##############@accenture.com). The agent generated a new password (OT!C99S3) and provided it to #### verbally, spelling out each character. After confirming #### had the correct password, the agent marked the ticket as resolved.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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, the collection of necessary information, and the resolution of the password reset issue. It maintains relevance by focusing on the key interactions and steps taken during the call. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript without any false or misleading content. However, the summary could be slightly more complete by mentioning the initial automated messages and the specific issue with the login system (\"gone fishing\" page). 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 reset issue and the helpdesk agent's resolution. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly captures the details from the call transcript, including the employee's need for a password reset, the agent's actions to resolve the issue, and the new password provided. The summary also covers the main problem (password reset) and its resolution, making it complete.\n\nHowever, the summary could be improved slightly by omitting some of the less crucial details, such as the exact password provided, to enhance conciseness and focus on the essential information.\n\nOverall, the summary effectively captures the key points of the call transcript in a clear and concise manner, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: Mentions initial automated messages about system issues\n2. Process: Details the verification steps (personnel number, email, callback)\n3. Purpose: Clearly states the password reset request\n4. Resolution: Accurately records the new password (OT!C99S3)\n5. Closure: Notes ticket resolution\n\nThe summary is concise yet comprehensive, maintaining relevance throughout. It follows a logical chronological structure, making it easy to follow. The information is accurate, matching the transcript's details including the specific password provided. It captures both the initial context (system issues) and the complete resolution.\n\nMinor improvement could be including the difficulty in communication (audio issues) that occurred during password sharing, as this was a notable aspect of the interaction. However, this doesn't significantly impact the summary's overall effectiveness.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "3e5537df-d21f-470e-88bf-24224ea7a046",
    "train_trial_index": 0,
    "predicted_text": "An employee, #####, called the IT helpdesk because their HP computer was completely dead and wouldn't turn on.  After navigating the automated system and a brief wait due to high call volume related to an ongoing \"my key\" phishing issue, ##### connected with a support agent. The agent confirmed #####'s employee ID, EID, and callback number.  ##### explained they had been trying to fix the computer for over an hour.  The agent asked ##### to confirm they had tried hard rebooting the machine and disconnecting all wires multiple times, which they had. The agent put ##### on hold twice to check resources and consult backend support.  Finally, the agent created a ticket to be escalated to #####'s local tech support, obtained #####'s personal email address and home office location, and advised ##### to wait for further contact via phone or email.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1557.0,
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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 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>\nAn employee, #####, called the IT helpdesk because their HP computer was completely dead and wouldn't turn on.  After navigating the automated system and a brief wait due to high call volume related to an ongoing \"my key\" phishing issue, ##### connected with a support agent. The agent confirmed #####'s employee ID, EID, and callback number.  ##### explained they had been trying to fix the computer for over an hour.  The agent asked ##### to confirm they had tried hard rebooting the machine and disconnecting all wires multiple times, which they had. The agent put ##### on hold twice to check resources and consult backend support.  Finally, the agent created a ticket to be escalated to #####'s local tech support, obtained #####'s personal email address and home office location, and advised ##### to wait for further contact via phone or email.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 HP computer, the steps taken by the support agent, and the final 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 details from the transcript correctly. However, the summary could be slightly more complete by mentioning the specific troubleshooting steps (e.g., hard reboot and disconnecting wires) in more detail. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their computer and the steps taken by the support agent to address 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 appears to be factually correct, matching the information presented in the call transcript. The summary also provides a fair description of the main problem (the employee's computer issue) and the resolution (the creation of a ticket to be escalated to local tech support).\n\nHowever, the summary could be improved by including more specific details about the support agent's actions, such as the resources they checked and the backend support they consulted. Additionally, some minor details, such as the employee's attempts to fix the computer for over an hour, could be omitted to make the summary even more concise.\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: Efficiently condenses a lengthy transcript into essential points without unnecessary details\n2. Relevance: Focuses on the core issue (dead computer) and the resolution process\n3. Coherence: Follows a logical flow from initial contact through problem description to resolution steps\n4. Accuracy: Correctly represents the conversation details, including the background context about high call volume and phishing issues\n5. Completeness: Captures both the problem (dead computer) and resolution (ticket creation and escalation to local support)\n\nMinor improvements could include mentioning that the computer had been completely unresponsive for the past hour (not just that they were trying to fix it), but this is a minimal detail. The summary successfully balances detail and brevity while maintaining accuracy and readability. It includes all crucial information needed to understand the interaction and its outcome.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "ec803bae-42c1-4f21-ab34-e68020fc9b09",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk for assistance.  After navigating the automated system, the employee provided their employee ID to the helpdesk agent, #######.  However, confusion arose when the agent requested the employee's Accenture email, which uses the same ID number.  Despite attempts to clarify and spell the email phonetically, and even offering an incident report number, communication issues persisted. The agent repeatedly asked for the email and employee ID, leading to frustration. Ultimately, the employee decided to have their supervisor contact the helpdesk instead.\n",
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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>\nAn Accenture employee called the IT helpdesk for assistance.  After navigating the automated system, the employee provided their employee ID to the helpdesk agent, #######.  However, confusion arose when the agent requested the employee's Accenture email, which uses the same ID number.  Despite attempts to clarify and spell the email phonetically, and even offering an incident report number, communication issues persisted. The agent repeatedly asked for the email and employee ID, leading to frustration. Ultimately, the employee decided to have their supervisor contact the helpdesk instead.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 attempt to provide their ID and email, the confusion that ensued, and the final decision to have a supervisor call back. It is relevant to the main topic of the call, which is the employee seeking help from the IT helpdesk. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. However, there are minor inaccuracies: the agent's name is not mentioned in the transcript, and the summary implies repeated requests for the email and ID, which is not entirely accurate. The summary is fairly complete but could include more details about the specific issues with communication (e.g., the phonetic spelling attempt and the request for a personal number). Overall, the summary is effective 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 key issue of the employee's difficulty in getting assistance from the helpdesk agent. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly captures the events of the call transcript, including the employee's frustration and decision to have their supervisor contact the helpdesk. However, the summary could be improved by providing more context about the initial issue that prompted the employee to call the helpdesk.\n\nThe summary is mostly complete, describing the main problem and the lack of resolution. However, it does not provide a clear explanation of the initial issue or the helpdesk agent's attempts to resolve it.\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. Identifies the context (Accenture IT helpdesk call)\n2. Accurately describes the communication difficulties between agent and employee\n3. Correctly captures the sequence of events, from ID provision to the final decision to involve a supervisor\n4. Maintains good coherence with clear cause-and-effect progression\n5. Appropriately conveys the frustration and confusion in the interaction\n6. Includes relevant details while remaining concise\n\nMinor improvements could include:\n1. Mentioning the initial automated menu options (though not crucial)\n2. Clarifying that the personal/personnel number requested was another way to verify identity\n3. More explicitly stating what the core issue was (identity verification difficulties)\n\nOverall, the summary successfully captures the essence of the interaction while maintaining clarity and accuracy, though there's room for minor additions for completeness.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "ded3fde5-8d78-41a6-bdb9-db86b5ab823d",
    "train_trial_index": 0,
    "predicted_text": "A new Accenture Flex employee called the IT helpdesk needing admin permissions to install a virtual desktop for a client.  The helpdesk agent, after confirming the employee's identity, attempted to guide them through the process.  Initially, they tried having the employee run the installer as administrator, but encountered issues with insufficient permissions.  The agent then initiated a remote session via 123rescue.com to directly assist.  Despite further attempts to run the installer as admin within the remote session, the same permission errors persisted.  Finally, the agent escalated the issue to Level 2 support/remote tech, who joined the remote session to troubleshoot further, allowing the employee to disconnect the call and continue communication via the remote session's chat.  The call began with an automated message about high call volume due to issues with a \"gone phishing\" page redirect.\n",
    "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, 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>\nA new Accenture Flex employee called the IT helpdesk needing admin permissions to install a virtual desktop for a client.  The helpdesk agent, after confirming the employee's identity, attempted to guide them through the process.  Initially, they tried having the employee run the installer as administrator, but encountered issues with insufficient permissions.  The agent then initiated a remote session via 123rescue.com to directly assist.  Despite further attempts to run the installer as admin within the remote session, the same permission errors persisted.  Finally, the agent escalated the issue to Level 2 support/remote tech, who joined the remote session to troubleshoot further, allowing the employee to disconnect the call and continue communication via the remote session's chat.  The call began with an automated message about high call volume due to issues with a \"gone phishing\" page redirect.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 admin permissions, the helpdesk agent's attempts to resolve the issue, and the escalation to Level 2 support. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas. It accurately reflects the events of the call without any false or misleading information. However, it could be slightly more complete by mentioning the specific steps the agent took during the remote session, such as asking the employee to right-click the installer and select \"Show More Options.\" Additionally, the initial automated message about high call volume and the \"gone phishing\" page redirect is mentioned but could be more clearly integrated into the summary.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee's issue with installing a virtual desktop. The summary has a clear structure and flow of ideas, making it coherent and easy to understand. The information presented is factually correct, with no false or misleading information, making it accurate. The summary provides a fair description of the main problems and resolutions, including the initial attempts to resolve the issue, the escalation to Level 2 support, and the continuation of the conversation via the remote session's chat, 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 Accenture Flex employee needing admin permissions\n2. Problem: Installing virtual desktop client\n3. Solution attempts: Running as admin, remote session\n4. Final resolution: Escalation to Level 2 support\n\nThe summary is concise while maintaining essential details and follows a logical flow. It accurately represents the sequence of events and includes relevant contextual information about the initial automated message regarding phishing issues.\n\nHowever, there are minor areas for improvement:\n- Could have mentioned that multiple attempts were made to verify different admin access options\n- The transition between troubleshooting steps could be more clearly articulated\n- Could have specified that the issue wasn't fully resolved during the call, just transferred to remote support\n\nOverall, the summary provides a comprehensive and accurate overview of the interaction while maintaining clarity and relevance.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "fe5740fe-02c0-40d7-afbf-97ae85d5e2a5",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk because their account was locked, preventing access to Outlook, Teams, and other Accenture websites.  The helpdesk agent confirmed the employee's identity and details.  After troubleshooting steps, including checking the Authenticator app and attempting to log in to mypasswordless.accenture.com, the issue remained unresolved.  The agent escalated the case to a Level 2 team who would refresh the account. The employee provided their callback number and was told to expect a call back within an hour.  There was a brief confusion over the callback number, but it was eventually clarified. The call concluded with the agent confirming the escalation and the employee awaiting the resolution.\n",
    "base64_images": [],
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      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.  For video conferencing services such as...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com/gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for enterprise passwords.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen and your account has been disabled, press 9.  If you have forgotten your password or...\nSpeaker 4: Thank you for calling CIS services.  We are talking with you ######.  May I know your Accenture email ID or your 8-digit employee number?\nSpeaker 5: My external personnel number is ########.\nSpeaker 6: Okay, thank you so much for this detail.  Just allow me a moment.  Let me just fetch the details of your account.  Till then, I'm fetching the details.  May I know how may I help you today?\nSpeaker 5: Yeah, my Accenture account has been blocked, so I can't access my Outlook or my Teams applications.\nSpeaker 6: Okay.  So, could you please help me with your name?  Like, whom am I talking to right now?\nSpeaker 5: Sure.  Yeah, it's ########.  Last name is spelled ####\nSpeaker 6: Okay, okay.  Thank you so much for the name confirmation, #####.  We are really sorry for the issue, but don't worry, we can help out regarding your issue.  So like you are facing issue on the Outlook and Teams, that's it?\nSpeaker 5: Well, anything that requires my Accenture account, yeah.  But so far, I've only tried Outlook and Teams.  But if I wanted to navigate to any Accenture site, my account is blocked as well.  So anything that requires my Accenture account is blocked.\nSpeaker 6: Okay.  No issues, #####.  Let me just perform some checks on my end.  Just online, please.\nSpeaker 5: Okay.\nSpeaker 6: Okay.  So, like, are you using Authenticator app to log in, #####?\nSpeaker 5: I am, yes.\nSpeaker 6: Okay.  No issues.  So, like, could you please open the Authenticator app?\nSpeaker 5: Okay.  Let me put you on speakerphone so I can... Yeah, yeah.\nSpeaker 6: So, #####, could you please confirm me one more thing?  Like, are you having Accenture laptop with you right now?\nSpeaker 5: I have my Accenture laptop, yes.\nSpeaker 6: Okay, try to access a website which I'm going to tell you on the Accenture laptop, and please let me know if you are able to log in there or not, which is called mypasswordless.accenture.com.\nSpeaker 5: My password, okay, let me type that in.  Yeah.\nSpeaker 6: Mypasswordless.accenture.com.  Yeah.  Don't use STDPS or anything.  Just type mypasswordless.accenture.com.  Okay.\nSpeaker 5: Yeah.  I just did that and it returned the same message that says your account is blocked.\nSpeaker 6: Okay.  No issues.  Just allow me a moment, please.\nSpeaker 5: Yep.\nSpeaker 6: Okay.  No worries.  So I am going to like assign your case to the next level team and like they are going to refresh your account at their end and after that they are going to update it on the ticket and then like we are going to coordinate with you.  You just have to wait for around 30 minutes after they refresh it at their own end, okay?  And after that, like you will be able to access everything.  So I'm going to assign your case to the level two team.  So could you please help me with your callback number?\nSpeaker 5: Sure, you can call this number at ###################.\nSpeaker 6: Okay, thank you so much for this detail.  I'm going to repeat it ###################.\nSpeaker 7: Correct.\nSpeaker 5: It's actually no, it's actually ##### and then #####.\nSpeaker 7: Okay ##### and #########.\nSpeaker 5: correct #######.\nSpeaker 6: Okay.  So I'm going to start it from the beginning.  It's ##############.\nSpeaker 5: No, #######.  Like an #?\nSpeaker 6: That is like ###############, correct?\nSpeaker 5: That's correct, yeah.\nSpeaker 6: Okay, okay.  Thank you so much for this detail.  So as soon as they are going to refresh at their own ends, we are going to call you back to access everything.  Okay, and try to answer like within an hour, okay?\nSpeaker 5: Okay, I'll be waiting.\nSpeaker 6: Thank you.  Every hour, okay, I'm going to assign your case to the Level 2 team and they're going to refresh it as soon as possible, okay?\nSpeaker 5: Okay, great.  Thank you very much.\nSpeaker 6: Thank you for calling CIO services.  Have a great day.  Bye-bye.\nSpeaker 5: You have a great day.  Bye.\nSpeaker 6: Yeah, hi, #####.  Are you there?\nSpeaker 5: I am here, yes.\nSpeaker 6: Yeah, you have to disconnect this call from your end.\nSpeaker 5: Okay.  Sorry, let me try that.  Yeah, yeah.  Let's see.  Not sure why it's not...\n</call_transcript>\n<summary>\nAn Accenture employee called the IT helpdesk because their account was locked, preventing access to Outlook, Teams, and other Accenture websites.  The helpdesk agent confirmed the employee's identity and details.  After troubleshooting steps, including checking the Authenticator app and attempting to log in to mypasswordless.accenture.com, the issue remained unresolved.  The agent escalated the case to a Level 2 team who would refresh the account. The employee provided their callback number and was told to expect a call back within an hour.  There was a brief confusion over the callback number, but it was eventually clarified. The call concluded with the agent confirming the escalation and the employee awaiting the resolution.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the locked account, the troubleshooting steps taken, and the escalation to the Level 2 team. 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 false or misleading information. However, the summary could be slightly more complete by mentioning the initial steps the employee took to contact the helpdesk and the specific services affected (Outlook, Teams, and other Accenture websites). 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 locked account and the steps taken to resolve it. The summary has a clear structure, starting with the problem, describing the troubleshooting steps, and concluding with the escalation and expected resolution, making it coherent and easy to follow. The information presented is accurate, matching the details provided in the call transcript. The summary also provides a fair description of the main problem and the resolution, making it complete. The only minor issue is the lack of specific details about the employee's attempts to log in to mypasswordless.accenture.com, but this does not significantly impact the overall quality of the summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (blocked Accenture account)\n2. Includes the impact (no access to Outlook, Teams, websites)\n3. Covers the troubleshooting steps taken\n4. Details the resolution plan (Level 2 escalation and account refresh)\n5. Mentions the follow-up process (callback within an hour)\n\nThe summary is concise yet comprehensive, maintaining a logical flow of events. It accurately represents the conversation without including unnecessary details. The language is clear and professional. All critical information is included, and there are no factual errors.\n\nThe only minor improvement could be mentioning that the employee was using an Authenticator app for login, which might be relevant for context, but this is not critical to the main narrative.\n\nOverall, the summary excels in all evaluation criteria: conciseness, relevance, coherence, accuracy, and completeness.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "598307a8-4df3-4325-b91e-8c36809503db",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT Service Desk for help registering their new laptop with Intune.  The employee was encountering a password prompt instead of the expected single sign-on through their authenticator app.  The support agent, ####, confirmed the employee's details and initiated a remote session using 123rescue.com.  After some initial troubleshooting steps and a brief hold, the agent guided the employee through commands in the search bar, ultimately resolving the issue by having the employee enter their full Accenture email address during the Intune registration process.  The agent confirmed the successful registration by having the employee access Teams and email, then closed the ticket.\n",
    "base64_images": [],
    "stats": {
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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, #### 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>\nAn Accenture employee called the IT Service Desk for help registering their new laptop with Intune.  The employee was encountering a password prompt instead of the expected single sign-on through their authenticator app.  The support agent, ####, confirmed the employee's details and initiated a remote session using 123rescue.com.  After some initial troubleshooting steps and a brief hold, the agent guided the employee through commands in the search bar, ultimately resolving the issue by having the employee enter their full Accenture email address during the Intune registration process.  The agent confirmed the successful registration by having the employee access Teams and email, then closed the ticket.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, focusing on the issue with Intune registration and the steps taken to resolve it. It is relevant, sticking 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. The information is accurate, correctly reflecting the troubleshooting steps and resolution. However, it omits some minor details, such as the specific troubleshooting commands and the brief hold period, which could provide a more complete picture. 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 problem and the support agent's solution. The structure is coherent, making it easy to follow the sequence of events. The information presented is accurate, aligning with the details from the call transcript. The summary also captures the completeness of the main problem and its resolution, including the initial issue, the troubleshooting steps, and the final solution that resolved the employee's issue. However, some minor details, such as the initial automated messages and the mention of performance issues with \"my key,\" are omitted, but these do not detract from the main issue and resolution. Overall, the summary effectively conveys the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly identifies the main issue (Intune registration problem with password prompt)\n2. Accurately describes the troubleshooting process (remote session, search commands)\n3. Correctly states the resolution (using full Accenture email)\n4. Maintains proper flow and coherence\n5. Includes verification steps (testing Teams and email access)\n\nThe summary is concise while including all essential details. It omits unnecessary technical details about system permissions and intermediate steps that don't add value to understanding the interaction. The language is clear and professional.\n\nMinor improvement could be mentioning the initial system settings navigation for permissions, but this isn't crucial to understanding the core interaction.\n\nThe summary achieves an excellent balance between brevity and completeness while maintaining accuracy and relevance throughout.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "9e85e909-4b3f-4a13-b6be-54802cac133d",
    "train_trial_index": 0,
    "predicted_text": "A contractor called the IT helpdesk for an update on an existing ticket regarding a computer transfer issue.  The call began with an automated message about high call volume due to a \"gone phishing\" issue affecting logins. After providing their employee ID and contact information, the contractor explained they were waiting for their computer to be transferred to the local office. The helpdesk agent checked the ticket, confirmed it was assigned, and put the contractor on hold to contact the support team.  Upon returning, the agent admitted to dialing the wrong number and instead offered to expedite the ticket and have the support team contact the contractor via Teams.\n",
    "base64_images": [],
    "stats": {
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, 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>\nA contractor called the IT helpdesk for an update on an existing ticket regarding a computer transfer issue.  The call began with an automated message about high call volume due to a \"gone phishing\" issue affecting logins. After providing their employee ID and contact information, the contractor explained they were waiting for their computer to be transferred to the local office. The helpdesk agent checked the ticket, confirmed it was assigned, and put the contractor on hold to contact the support team.  Upon returning, the agent admitted to dialing the wrong number and instead offered to expedite the ticket and have the support team contact the contractor via Teams.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the contractor's issue, the high call volume due to a phishing issue, 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 summary is mostly accurate but contains a minor inaccuracy: the term \"gone phishing\" should be \"phishing\" or \"phishing page.\" The summary is complete, covering the main concerns and resolutions discussed in the call. Overall, it provides a fair and accurate representation of the 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 contractor's issue and the helpdesk agent's actions to resolve it. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the initial automated message about high call volume, the contractor's issue with their computer transfer, and the helpdesk agent's actions. \n\nRegarding completeness, the summary covers the main problem (the contractor's computer transfer issue) and the resolution (the helpdesk agent expediting the ticket and arranging for the support team to contact the contractor via Teams). However, it does not mention the initial automated message's full context or the \"gone phishing\" issue's details, but these are not crucial to the contractor's specific problem.\n\nOverall, the summary effectively captures the essential elements of the call transcript, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the caller as a contractor seeking updates on an existing ticket\n2. Notes the context of system issues (phishing problem) from the automated message\n3. Accurately describes the main concern (computer transfer to local office)\n4. Correctly outlines the sequence of events: ID verification, ticket check, failed attempt to contact support, and final resolution\n5. Includes the ultimate solution (expediting ticket and Teams contact)\n\nThe summary is concise while maintaining all crucial information. It follows a logical flow from introduction to resolution. The information is accurate with no misrepresentations of the transcript content. In terms of completeness, it covers both the initial problem and the final resolution.\n\nMinor improvement could be made by mentioning that the ticket was assigned to \"EOD\" specifically, but this detail isn't crucial to understanding the interaction. Overall, the summary effectively balances detail with brevity while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c2a6e636-8d14-4b13-9c86-a4480cb83ef1",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee contacted the IT Service Desk regarding an error message received while attempting to sign into Adobe Acrobat, despite successfully downloading the software from the company catalog.  The error indicated a non-compliant device, which confused the employee as their device showed as compliant elsewhere. After providing their personnel information and callback number, the employee allowed the IT agent, ######, to initiate a remote session via 123rescue.com.  The agent viewed the error message on the employee's second monitor and, after briefly placing the employee on hold, confirmed they could resolve the issue. The call was then ended, with the agent continuing the troubleshooting process via the remote session.  The initial automated messages mentioned high call volumes due to issues with the MyT platform.\n",
    "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 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>\nAn Accenture employee contacted the IT Service Desk regarding an error message received while attempting to sign into Adobe Acrobat, despite successfully downloading the software from the company catalog.  The error indicated a non-compliant device, which confused the employee as their device showed as compliant elsewhere. After providing their personnel information and callback number, the employee allowed the IT agent, ######, to initiate a remote session via 123rescue.com.  The agent viewed the error message on the employee's second monitor and, after briefly placing the employee on hold, confirmed they could resolve the issue. The call was then ended, with the agent continuing the troubleshooting process via the remote session.  The initial automated messages mentioned high call volumes due to issues with the MyT platform.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 Adobe Acrobat, the steps taken by the IT agent, and the resolution process. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, the summary could be slightly more complete by mentioning the specific error message \"remediate unsecure and non-compliant device error\" and the fact that the employee was using an Accenture laptop. These details would provide a fuller picture of the issue and context. Overall, the summary is well-done 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 issue and resolution within a brief length. It remains relevant to the topic, focusing on the employee's issue with Adobe Acrobat and the IT agent's troubleshooting process. The structure is coherent, making it easy to follow and understand. The information presented is accurate, with no false or misleading details. The summary also provides a fair description of the main problem and resolution, including the initial automated messages about high call volumes due to MyT platform issues. However, some minor details, such as the employee's confusion about the error message, are slightly condensed but still conveyed effectively. Overall, the summary meets the evaluation criteria well.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Clearly identifies the main issue (Adobe Acrobat login error)\n2. Includes relevant context about device compliance confusion\n3. Accurately describes the troubleshooting process (remote session setup)\n4. Maintains chronological flow and logical structure\n5. Includes pertinent background info about MyT system issues\n\nThe summary demonstrates strong conciseness while retaining essential details. It's coherent and well-structured, moving from problem identification through resolution steps. The information is accurate and matches the transcript without misrepresentation. \n\nMinor improvements could include:\n- Mentioning that the agent needed to check some information before confirming they could fix the issue\n- Including the specific six-digit code was unnecessary detail\n\nOverall, the summary achieves its purpose effectively with only minimal omissions that don't significantly impact understanding of the interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c7a85ab8-cf86-4174-adef-089d7c5895b6",
    "train_trial_index": 0,
    "predicted_text": "A caller from CAO, ####, contacted Accenture's IT helpdesk to close four outdated support tickets from 2021 and 2022 visible on their support.accenture.com page.  After providing their personnel number, email, and callback number, the agent, ####, initiated a remote session to assist with the ticket removal.  The call was then ended with the agreement to continue troubleshooting via the remote session's chat function.  The initial automated message mentioned high call volumes due to an ongoing \"gone phishing\" issue with the \"my key\" login system.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1361.0,
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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, 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>\nA caller from CAO, ####, contacted Accenture's IT helpdesk to close four outdated support tickets from 2021 and 2022 visible on their support.accenture.com page.  After providing their personnel number, email, and callback number, the agent, ####, initiated a remote session to assist with the ticket removal.  The call was then ended with the agreement to continue troubleshooting via the remote session's chat function.  The initial automated message mentioned high call volumes due to an ongoing \"gone phishing\" issue with the \"my key\" login system.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 request to close outdated support tickets and the agent's steps to assist via a remote session. It also mentions the initial automated message about high call volumes due to a \"gone phishing\" issue, which is relevant context.\n\nHowever, there are some areas for improvement:\n- The summary could be clearer about the specific actions taken by the agent, such as asking for incident numbers and suggesting a screenshot.\n- The summary does not mention the agent's apology for the inconvenience, which is part of the customer service interaction.\n- The summary could better emphasize the resolution process, including the agent's confirmation that the tickets are resolved and the plan to continue via the remote session.\n\nOverall, the summary is accurate and coherent but could be more complete in detailing the interaction and resolution steps.",
        "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 caller's concern about closing outdated support tickets. 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. While it mentions the initial automated message about high call volumes due to a \"gone phishing\" issue, it does not provide further context or resolution regarding this issue, which may be relevant to the overall call. Nevertheless, the summary adequately addresses the main problem and resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Identifies the main issue (four outdated tickets needing closure)\n2. Includes relevant context (tickets from 2021/2022)\n3. Captures the sequence of events (identification verification, remote session initiation)\n4. Mentions the system issue noted in the automated message\n\nThe summary is concise while maintaining important details and follows a logical flow. It's accurate in its representation of the conversation and doesn't include any incorrect information.\n\nHowever, there are two minor areas for improvement:\n1. Could have mentioned that the tickets were requirements-related forms\n2. Could have been clearer about whether any actual resolution was achieved during the call\n\nDespite these small gaps, the summary provides a comprehensive overview of the interaction while maintaining brevity and clarity. The inclusion of the system-wide issue adds relevant context without detracting from the main narrative.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "d4f3fadb-f28e-4928-87e4-4792793e272d",
    "train_trial_index": 0,
    "predicted_text": "#### called the IT helpdesk, unable to access Outlook and Teams on his Accenture laptop after a period of inactivity.  He received an error code #####. The helpdesk agent confirmed his employee ID and phone number.  The agent identified a compliance issue due to the laptop's inactivity, requiring Level 2 support.  The agent placed #### on hold multiple times while waiting for Level 2's response.  Eventually, Level 2 resolved the issue by removing #### from the conditional access compliance list, allowing him to log in successfully. The agent then closed the ticket.\n",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 0.0,
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, telecom and mobile devices, press 1.  For video 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#### called the IT helpdesk, unable to access Outlook and Teams on his Accenture laptop after a period of inactivity.  He received an error code #####. The helpdesk agent confirmed his employee ID and phone number.  The agent identified a compliance issue due to the laptop's inactivity, requiring Level 2 support.  The agent placed #### on hold multiple times while waiting for Level 2's response.  Eventually, Level 2 resolved the issue by removing #### from the conditional access compliance list, allowing him to log in successfully. The agent then closed the ticket.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any 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 without unnecessary details. It captures the key issue (inability to access Outlook and Teams), the error code, the verification process, the compliance issue, the involvement of Level 2 support, and the resolution. 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 is high, as the details match the call transcript without any false or misleading information. However, the summary could be slightly more complete by mentioning the repeated holds and the final confirmation of the issue being resolved. 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 caller's issue with accessing Outlook and Teams on their Accenture 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 states the caller's issue, the error code, and the resolution provided by Level 2 support. The summary also accurately describes the helpdesk agent's actions, including confirming the caller's employee ID and phone number, identifying the compliance issue, and placing the caller on hold multiple times.\n\nThe summary is also complete, providing a fair description of the main problems and resolutions based on the original call transcript. It does not omit any crucial information or include any false or misleading information.\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. Clearly identifies the caller's problem (Outlook/Teams access issues after inactivity)\n2. Includes important details like error code and verification steps\n3. Accurately describes the root cause (compliance issue due to inactivity)\n4. Captures the resolution process (Level 2 support intervention)\n5. Includes the final outcome (successful resolution)\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution. It accurately reflects the sequence of events and includes all relevant technical details. The language is clear and professional.\n\nMinor improvement could be made by mentioning that this was specifically about an Accenture laptop while also having access to a client laptop, which provides helpful context about the user's situation. However, this is a relatively minor detail that doesn't significantly impact the summary's effectiveness.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "52ed132a-7fd8-4b44-9c67-8d321c63f4c6",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk for assistance setting up a new computer.  The call began with automated messages about high call volume due to \"MyKey\" performance issues causing a \"gone fishing\" login redirect. After waiting on hold, the employee connected with a support agent.  The agent had difficulty verifying the employee's identity, repeatedly asking for their email, employee ID, and personal number, none of which seemed to match their records.  Eventually, the agent provided a code for the employee to download and run a remote support application.  The agent then took control of the employee's computer and began the setup process, including attempting to log in but encountering issues with the employee's password. The call ended with the agent continuing the setup remotely.\n",
    "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 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>\nAn Accenture employee called the IT helpdesk for assistance setting up a new computer.  The call began with automated messages about high call volume due to \"MyKey\" performance issues causing a \"gone fishing\" login redirect. After waiting on hold, the employee connected with a support agent.  The agent had difficulty verifying the employee's identity, repeatedly asking for their email, employee ID, and personal number, none of which seemed to match their records.  Eventually, the agent provided a code for the employee to download and run a remote support application.  The agent then took control of the employee's computer and began the setup process, including attempting to log in but encountering issues with the employee's password. The call ended with the agent continuing the setup remotely.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 initial automated messages, the difficulty in verifying the employee's identity, and the steps taken to set up the new computer. 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 specific details of the verification process, such as the repeated spelling of names and numbers, which were significant parts of the call. Additionally, the summary could have mentioned the specific troubleshooting steps taken by the agent, such as rebooting the machine and using the authenticator. Overall, the summary is fairly complete but could be improved with more detailed accuracy.",
        "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 support agent's efforts to assist them. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly captures the key events and issues discussed in the call transcript, including the initial automated messages, the agent's difficulty verifying the employee's identity, and the remote support application. The summary also accurately conveys the resolution, with the agent continuing the setup process remotely.\n\nHowever, the summary could be improved in terms of completeness. It does not mention the employee's initial attempt to set up their computer, which resulted in a blue bar across the screen and a failure to sign in. This detail provides additional context for the employee's issue and the agent's subsequent actions.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript. However, it could be improved with additional details to provide a more complete description of the issue and resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: Identifies it's an Accenture employee needing help with new computer setup\n2. Initial situation: Notes the system issues and hold time\n3. Authentication challenges: Accurately describes the difficulty in verifying identity\n4. Solution attempt: Mentions remote support setup and password issues\n5. Resolution status: Indicates ongoing remote support\n\nThe summary is concise while including relevant details and maintains a logical flow. It accurately represents the conversation without adding incorrect information. The structure is coherent, moving chronologically through the interaction.\n\nMinor improvements could include:\n- Mentioning that the remote support code was specifically 476-299\n- Including that the agent asked for a callback number\n- Noting that the download process took about 10 minutes\n\nHowever, these are minor details, and the summary captures the essential elements of the interaction effectively. The balance between brevity and completeness is well-maintained.",
        "claude_score": 9.0
      }
    }
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    "predicted_text": "An Accenture employee called the IT helpdesk because they were unable to log into any Microsoft applications (Teams, Outlook, etc.). The helpdesk agent checked the employee's account and found it was deactivated and listed as a \"former employee.\"  The employee stated they had used their account on Friday and had just completed training, starting their new project on Monday.  The helpdesk agent explained they couldn't reactivate the account and advised the employee to contact their HR or manager.  Since the employee couldn't access Outlook to contact their team, the agent provided two HR helpdesk phone numbers.\n",
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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...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options for Enterprise Password Reset and Unlock.  To repeat, press 3.  To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless yet, press 2 to continue with further options.\nSpeaker 3: If you are unable to log into your PC due to an error at the login screen that your account has been disabled, press 9.  If you have forgotten your password or it has expired, the fastest and easiest way to reset your password.\nSpeaker 4: Thank you for calling CIO.  You're speaking with #######.  Can I have your Accenture email address or your employee ID?\nSpeaker 5: ########################################.\nSpeaker 4: It's #############?\nSpeaker 5: Yep.\nSpeaker 4: Okay, #####, please tell me.  How can I help you?\nSpeaker 5: I was calling because my account has, I'm not able to log in any of my Microsoft accounts, like either Teams or use my Outlook or anything like that.  And every time I put in my account, it's saying that it's not able to work anymore.  And I just finished my training in ##  ####### on Friday and I start my project on Monday.  So obviously I would love to have access to that and need to figure that out before tomorrow when all my meetings start.\nSpeaker 4: Okay, okay, #####, I understand your problem.  I really apologize for the inconvenience.  So just allow me one minute.  Let me check your account details once, okay?\nSpeaker 5: Okay.\nSpeaker 4: Okay, all right, #####, I can see your account is currently not active.  It is showing as a former employee.  So could you please tell me when was the last time you were able to access your Accenture account?\nSpeaker 5: Yeah, yesterday, I was able to use it.  I set up meetings with all of my manager, as well as some other people on my team.  I got put on.  So I was able to talk to everybody yesterday.  Or I mean, I guess Friday.  Take that back.  That was Friday.  So on Friday, I was able to message and talk to everybody.\nSpeaker 4: Yes, I can see that your account is currently showing as a former employee.  That means it is disabled.  Your account is currently disabled.  So to enable your account, you are a full-time or you're a contractor?\nSpeaker 5: What was that?\nSpeaker 4: You are a full-time employee or you are a contractor employee?\nSpeaker 5: Full-time.  Yeah, I just got put on my first project.\nSpeaker 4: Okay, so you're a full-time employee.  So you can just check with your HR or your manager, okay?  Only they will enable your account.  We couldn't enable your account from our end.\nSpeaker 5: Okay, that's good.  I just am not able to access the Outlook or Teams though, so I'm not able to message.  I don't know how I'm going to be able to message them.\nSpeaker 4: Yes, I understand.  So you don't have a contact of any of your HR or your manager.  phone number you don't have?\nSpeaker 5: I don't believe I have their phone numbers, no.  I can check.  I just don't know if I'm going to be able to access the Outlook to figure out the information.\nSpeaker 4: Yeah, you couldn't log in and for our and I could we couldn't say any detail.  I can let me check if there's anything available for you.  and Okay, so please allow me one minute.  Let me check if there are any contact details for HR team, so they, okay, so I will share with you.\nSpeaker 5: And is there anyone I'd be able to speak with today about getting this figured out, just so I don't have to try to figure it out in the morning tomorrow, or is this, I'm gonna have to figure this out in the morning tomorrow, you think?\nSpeaker 4: Really, I really apologize, but only your HR will enable your account from there, and no one else can do, from their end.\nSpeaker 5: OK.  Do you have a phone number available for my HR representatives?\nSpeaker 4: Maybe you have something like that?  Let me check.  Is there any phone number available?  OK, please note down the HR help desk team phone number.  Are you?\nSpeaker 5: I hear you.  Just give me one second.  Are you able to give me a phone number?\nSpeaker 4: Yes.\nSpeaker 5: Okay, perfect, awesome.  I'm ready when you are.\nSpeaker 4: Okay, it's #################.\nSpeaker 5: #################################.\nSpeaker 4: There's one more phone number, please note down that also.\nSpeaker 5: Yes, please.  #######.\nSpeaker 4: #####################################################################################.  Yes.\nSpeaker 5: Okay.  Is that, do you know if this is my HR's personal phone number?\nSpeaker 4: No, no, this is not HR's personal phone number.  This is your HR's help desk phone number.  When you call on this and you will tell your identity, they will provide you all the details.  This is the HR help desk phone number.  Because from our end, we couldn't proceed any personal information related to any employee.  So we couldn't proceed any personal information to you.  But I will provide you the contact details of the team who can help you with this, okay?  OK.\nSpeaker 5: Thank you so much.  I really appreciate it.\nSpeaker 4: OK.  All right, #####.  Thank you.  Have a great day.  Bye-bye.\nSpeaker 5: Thank you, too.  Bye-bye.\n</call_transcript>\n<summary>\nAn Accenture employee called the IT helpdesk because they were unable to log into any Microsoft applications (Teams, Outlook, etc.). The helpdesk agent checked the employee's account and found it was deactivated and listed as a \"former employee.\"  The employee stated they had used their account on Friday and had just completed training, starting their new project on Monday.  The helpdesk agent explained they couldn't reactivate the account and advised the employee to contact their HR or manager.  Since the employee couldn't access Outlook to contact their team, the agent provided two HR helpdesk phone numbers.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with accessing Microsoft applications, the helpdesk agent's findings, and the resolution provided. The information is relevant and directly related to the main topic of the call. The summary is coherent, with a clear structure and flow that makes it easy to understand. The accuracy of the summary is high, as it correctly reflects the details of the call without any false or misleading information. However, it could be slightly more complete by mentioning the employee's concern about not being able to contact HR due to lack of access to Outlook, which was a significant part of the conversation. 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 account and the helpdesk agent's response. The summary has a clear structure, making it easy to follow and understand, which indicates good coherence. The information presented is factually correct, matching the details provided in the call transcript, which demonstrates accuracy. The summary also provides a fair description of the main problem and resolution, covering the key points of the conversation, which indicates completeness. Overall, the summary effectively captures the essential information from the call transcript and presents it in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Efficiently presents the main issue, context, and resolution in a single paragraph without unnecessary details.\n2. Relevance: Focuses on the core problem (account access), the employee's situation (new hire starting project), and the resolution path (HR contact).\n3. Coherence: Information flows logically from problem identification to resolution steps.\n4. Accuracy: Correctly represents the conversation details, including the timing (last access on Friday), account status (showing as former employee), and solution path (contacting HR).\n5. Completeness: Covers all essential aspects - the initial problem, context, attempted resolution, and final outcome.\n\nMinor improvement could be noting that the employee was a full-time employee (mentioned specifically in the call), but this doesn't significantly impact the summary's effectiveness. The summary successfully balances brevity with comprehensive coverage of the important details.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "c71ebbcc-07e6-4c4c-bc9c-a004d9247857",
    "train_trial_index": 0,
    "predicted_text": "A caller contacted Accenture's IT helpdesk regarding an ongoing issue with Multi-Factor Authentication (MFA) setup, preventing access to their email and required training with a deadline.  The caller provided their personnel number and contact information. They explained they'd been working with the helpdesk for two days and a ticket had been created (#########), but hadn't received a callback.  The helpdesk agent confirmed the existing ticket assigned to the caller's local office and offered to expedite it, but couldn't directly involve another technician due to policy. The caller stressed the urgency of the situation, requesting a callback within the hour. The agent reiterated they would expedite the ticket and note the urgency, but the caller needed to wait for their local support to contact them. The call ended with the agent promising to expedite the ticket.\n",
    "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 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>\nA caller contacted Accenture's IT helpdesk regarding an ongoing issue with Multi-Factor Authentication (MFA) setup, preventing access to their email and required training with a deadline.  The caller provided their personnel number and contact information. They explained they'd been working with the helpdesk for two days and a ticket had been created (#########), but hadn't received a callback.  The helpdesk agent confirmed the existing ticket assigned to the caller's local office and offered to expedite it, but couldn't directly involve another technician due to policy. The caller stressed the urgency of the situation, requesting a callback within the hour. The agent reiterated they would expedite the ticket and note the urgency, but the caller needed to wait for their local support to contact them. The call ended with the agent promising to expedite the ticket.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 MFA issue, the urgency of the situation, and the actions taken by the helpdesk agent. It is relevant, focusing on the key aspects of the call without extraneous details. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the main points discussed in the transcript. However, it misses some minor details, such as the initial difficulty in communication and the specific request for a callback within the hour. 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 MFA 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 provided in the call transcript, ensuring accuracy. The summary provides a fair description of the main problem (MFA issue) and the resolution (expediting the ticket), achieving completeness. However, some minor details, such as the initial automated messages and the mention of performance issues with myT, are omitted, but these do not detract from the overall quality of the summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the main issue (MFA/email access problems affecting training completion)\n2. Includes relevant context (ongoing issue for 2 days, existing ticket)\n3. Accurately represents the agent's response (can only expedite, must wait for local support)\n4. Maintains logical flow from problem presentation to resolution attempt\n5. Includes important details like urgency and callback request\n\nMinor improvements could include:\n- Mentioning the initial automated message about high call volume/myT issues\n- Including the verification steps (email/callback number)\n- Noting the communication difficulty (agent having trouble hearing caller)\n\nHowever, these are secondary details, and their omission doesn't significantly impact the summary's effectiveness. The summary successfully balances conciseness with completeness, maintaining accuracy while focusing on the most relevant information.",
        "claude_score": 9.0
      }
    }
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    "train_trial_index": 0,
    "predicted_text": "The employee, #######, called the IT helpdesk because they couldn't log into Microsoft Teams on their phone.  Although enrolled in passwordless authentication, the Teams app prompted for a password after the Microsoft Authenticator step. The IT support agent, after verifying #######'s identity, determined the MFA was not set up correctly.  They initiated a remote session using 123rescue.com to access #######'s laptop. The agent removed and re-added #######'s Accenture account in the Authenticator app, enabling phone sign-in using a temporary access pass. After a few more troubleshooting steps, including re-authenticating in Outlook, the employee successfully logged into Teams. The agent then closed the ticket.\n",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing... For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi.  It's ########.  All right, to confirm again, it's ########, correct?\nSpeaker 3: Yep, that's correct.\nSpeaker 2: All right.  Thank you so much.  And also verify your EID and your Accenture email.\nSpeaker 3: That's ##############################.\nSpeaker 2: All right.  Thank you so much, #######.  And let me just pull up your cell for a moment.  Mm-hmm.  And can you also provide me your phone number, #######?\nSpeaker 3: My what number?\nSpeaker 2: Your phone number.\nSpeaker 3: Oh, ############.\nSpeaker 2: All right, thank you so much.  And yeah, by the way, how can I help you today, #######?\nSpeaker 3: I'm having trouble logging in with Teams on my phone.  So every time I click on Teams and it goes through the Authenticator app, it's asking me to enter a password, but I don't have a password on Passwordless.  And it doesn't have another option where it says sign in other options.  All it has is forgot my password and sign in with another account.  So I can't get past the Authenticator app.\nSpeaker 2: Okay.  You mean that you aren't able to access or log into Teams on your phone and MFA is not working, correct?  It doesn't give you an option regarding with your MFA.\nSpeaker 3: Right.  When it goes through the Microsoft Authenticator app, it's asking me to enter my accent or password.  However, I don't have a password.  My account is passwordless.\nSpeaker 2: All right.  I apologize for the inconvenience, #######, and I'll do my very best to help you solve this one.  And, ##########, here on my end, it seems that your MFA is not properly set up.  That may cause the reason why you are unable to see the option to sign in using your MFA.  And, yeah.\nSpeaker 3: It was working this morning.\nSpeaker 2: It's working and now the issue or it starts now it's the issue starts that you are able to feed it up then and Yeah, all we have to do with this one is to set this one up properly, then you'll be good after.  okay, and Yeah, I may ask if you are able to access any Accenture site using your Accenture laptop as we are we will be using your Accenture laptop and to set up your MFA.\nSpeaker 3: Yeah, I'm on my laptop.\nSpeaker 2: All right.  Can we have a remote session?  Can you access this site?  123rescue.com.  What was that?  123?  Yep.  123rescue.com.\nSpeaker 3: OK.\nSpeaker 2: And let me just generate a code for that one.\nSpeaker 3: OK.\nSpeaker 2: All right.  Here's the code.  It's 628667.  OK.  Kindly download the file, please.  And after you download it, kindly run it as administrator.\nSpeaker 3: Okay, it's connected.\nSpeaker 2: Alright, I have received it, now let me just render a mode.  OK, now kindly click OK on the notification prompt on your end.  All right, thank you so much.  Now let me take control of your device.  OK.  Oh, you have to.\nSpeaker 3: Ms.  Bell-Finance.\nSpeaker 2: Oh, sorry.  For a moment, let me just zoom the screen.  Yeah, sorry about that.  OK.  As you can see here, you have two registered devices.  So we need to re-add your device, #######, because we don't know what is the main device that you have.  I mean, what is the current device you have registered?  Well, when it's the same device.  And yep, for a moment, let me just.  And can you also remove your Accenture account on the Authenticate your app, please.\nSpeaker 3: You said remove it?\nSpeaker 2: Yep.  Remove it, please.  Kindly tell me when it is done.\nSpeaker 3: How do you remove this?\nSpeaker 2: Yeah.  Click your Accenture account.  Then there is a settings at the upper right corner.  Then you'll see remove account.\nSpeaker 3: Okay.  I'm on the app.  So I have to go to settings?\nSpeaker 2: Yes, but first click your Accenture account first.\nSpeaker 3: Yep, I'm on there.\nSpeaker 2: Then...\nSpeaker 3: Okay, remove it.  I got it.\nSpeaker 2: All right, thank you so much.\nSpeaker 3: So do I click all apps on this device?\nSpeaker 2: This app only.\nSpeaker 3: Okay.  Okay, it's removed.\nSpeaker 2: Now, kindly click add account, then choose work or school account, and scan QR code.  Then scan.  For a moment, let me just do it again.\nSpeaker 3: I'm sorry, I scanned it.\nSpeaker 2: All right.  Now, finally approve the notification.  For a moment, let's move to the next step.  You need to.  You will be enabling the phone sign-in now.\nSpeaker 3: Okay.\nSpeaker 2: And now click your Accenture account on your phone, please, on the Authenticator app.\nSpeaker 3: Okay.\nSpeaker 2: And then look for enable phone sign-in or set up phone sign-in.\nSpeaker 3: Okay.  Click continue?\nSpeaker 2: Yes, please click continue.  Then it will be asking for a Temporary access pass, kindly enter the one I posted on the screen.\nSpeaker 3: Okay.\nSpeaker 2: All right, can you tell me when it is done?\nSpeaker 3: It's done.\nSpeaker 2: All right, let's check.  OK, now we only have one last step.  Okay.  Now, #######, try to access Microsoft Teams on your phone.\nSpeaker 3: Okay.  Yeah, it's saying enter password or I have use app instead or sign in another account.\nSpeaker 2: Kindly choose the use an app instead, please.  Are you able to receive a notification?\nSpeaker 3: Yeah.\nSpeaker 2: All right, perfect.\nSpeaker 3: It's asking me to sign in again.  Okay, hold on, I think it's like frozen.\nSpeaker 2: All right, no worries.\nSpeaker 3: Okay, I think it's working now.  So do I have to re-sign in with Outlook as well?\nSpeaker 2: Yes, yes.  And that means also that you're all set up now.  and yeah, I'll be closing your ticket for this month and you'll be receiving a survey email after this call, and do not hesitate to call us back if you need further assistance, okay?\nSpeaker 3: Okay.  Thank you so much.  I appreciate it.\nSpeaker 2: Thank you so much also for your time.  Bye-bye for now.  Have a good one.\nSpeaker 3: You too.\n</call_transcript>\n<summary>\nThe employee, #######, called the IT helpdesk because they couldn't log into Microsoft Teams on their phone.  Although enrolled in passwordless authentication, the Teams app prompted for a password after the Microsoft Authenticator step. The IT support agent, after verifying #######'s identity, determined the MFA was not set up correctly.  They initiated a remote session using 123rescue.com to access #######'s laptop. The agent removed and re-added #######'s Accenture account in the Authenticator app, enabling phone sign-in using a temporary access pass. After a few more troubleshooting steps, including re-authenticating in Outlook, the employee successfully logged into Teams. The agent then closed the ticket.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with Microsoft Teams, the troubleshooting steps, 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 taken during the call. However, it could be slightly more complete by mentioning the initial verification steps and the specific issue with the Authenticator app not providing the correct options. 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 logging into Microsoft Teams on their phone. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly identifies the problem, the steps taken by the IT support agent, and the resolution. The information presented is factually correct and does not contain any false or misleading information.\n\nThe summary is also complete, providing a fair description of the main problems and resolutions based on the original call transcript. It covers the key points, including the employee's issue, the IT support agent's diagnosis and solution, and the final resolution.\n\nOverall, the summary meets all the criteria for a high-quality summary, effectively conveying the most important information from the call transcript in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the initial problem (Teams login issues with passwordless authentication)\n2. Accurately describes the troubleshooting steps (remote session, removing/re-adding Authenticator account)\n3. Includes the resolution (successful Teams login)\n4. Maintains proper chronological flow\n5. Avoids unnecessary details while keeping essential information\n\nThe summary is concise yet comprehensive, focusing on relevant information without including superfluous details like specific codes or lengthy dialogue. It accurately represents the technical process and maintains coherence throughout. The only minor omission is that it doesn't explicitly mention the initial presence of two registered devices, which was part of the diagnosis. However, this doesn't significantly impact the summary's overall effectiveness since the resolution process is well-documented.\n\nThe language is clear and professional, making the technical content accessible while maintaining accuracy. The cause-and-effect relationship between the actions taken and the resolution is well-established.",
        "claude_score": 9.0
      }
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    "predicted_text": "A contractor called the IT helpdesk for assistance accessing the MA Connector survey to choose their schedule preference.  They were receiving an \"unsecure and noncompliant device\" error message despite trying different browsers, restarting their Accenture laptop, and checking for updates. The helpdesk agent, after confirming the contractor's contact information, initiated a remote session.  The agent then added a Google Chrome extension, cleared cache and cookies, and ultimately resolved the issue by accessing the survey link directly. The agent provided the contractor with the incident number and requested feedback via a survey.\n",
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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>\nA contractor called the IT helpdesk for assistance accessing the MA Connector survey to choose their schedule preference.  They were receiving an \"unsecure and noncompliant device\" error message despite trying different browsers, restarting their Accenture laptop, and checking for updates. The helpdesk agent, after confirming the contractor's contact information, initiated a remote session.  The agent then added a Google Chrome extension, cleared cache and cookies, and ultimately resolved the issue by accessing the survey link directly. The agent provided the contractor with the incident number and requested feedback via a survey.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the contractor's issue with accessing the MA Connector survey and the steps taken by the 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 reflects the key events and actions taken during the call. However, it omits 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": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the contractor's issue with accessing the MA Connector survey and the helpdesk agent's steps to resolve it. The summary is coherent, with a clear structure that makes it easy to follow. It accurately represents the information from the call transcript, without any false or misleading details. The summary also provides a fair description of the main problem and resolution, covering the key points such as the error message, the agent's actions during the remote session, and the final resolution. However, some minor details, like the initial automated messages and the contractor's confusion with the PIN, are omitted for the sake of brevity, which is acceptable in a summary. Overall, the summary meets 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 (contractor) and their issue (MA Connector survey access)\n2. Describes the specific error message and troubleshooting steps attempted\n3. Details the resolution process (remote session, Chrome extension, cache clearing)\n4. Mentions the conclusion (incident number, feedback request)\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical structure: problem \u2192 attempted solutions \u2192 helpdesk intervention \u2192 resolution. The information presented is accurate and matches the transcript's content.\n\nMinor improvement could be made by mentioning that the issue was specifically related to accessing the link through email, as indicated in the transcript. However, this doesn't significantly impact the summary's overall quality.\n\nThe summary successfully balances brevity with informativeness, making it an effective representation of the call interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "b3ffd40b-5c5e-4a05-9fc2-89781e1e2288",
    "train_trial_index": 0,
    "predicted_text": "The Accenture employee, ####, called the IT helpdesk for assistance connecting their company laptop to the network at a client's office.  After navigating the automated system and a hold message mentioning high call volume due to an unrelated \"Gone Fishing\" page issue, #### provided their employee ID, email, and callback number to the helpdesk agent.  They explained they were at the client's office and unsure which network to use.  The agent seemed confused about whether #### was trying to connect to a network other than the client's, and the conversation became unclear.  Ultimately, #### listed the available networks (Wi-Fi guest, Wi-Fi access, Wi-Fi innovate, Wi-Fi internet, Wi-Fi IoT) and asked which to use. The agent advised #### to consult the local IT at the client's office for the correct network and credentials.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1041.0,
      "num_output_tokens": 0.0,
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      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8518518518518517
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press 0.  For technology and business application support, press 1.\nSpeaker 2: For mobile, please enter your 8-digit personnel number.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to Gone fishing page, the team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us.\nSpeaker 4: ########, can I have your employee ID number, please?\nSpeaker 5: Sure, it's #########.  One second.\nSpeaker 4: #########, am I correct?\nSpeaker 5: No, sorry.  I'll repeat that.  #########.\nSpeaker 4: Yeah, I got it here.  Thank you so much.  Let me just pull up your account and all those.  Can I have your Accenture email, please?\nSpeaker 5: ###########################.\nSpeaker 4: All right, one second.  Let me check here.  All right.  Thank you so much, #####, right?\nSpeaker 5: Yeah.\nSpeaker 4: Thank you.  And then can I have your callback number, please?\nSpeaker 5: ############.\nSpeaker 4: All right, let me confirm, it is ############, right?\nSpeaker 5: Correct.\nSpeaker 4: Thank you so much, ####, and how can I help you?\nSpeaker 5: So I'm at the Accenture office in ########, and I have a plant laptop that I'm trying to connect to the network.  So which network should I use and how do I connect?\nSpeaker 4: Oh, okay, okay.  Apologies for the inconvenience I do regarding this.  No worries.  I'm here to help you.  Let me just confirm first.  You're calling because you have a client machine right now, and then you're asking what network you want.  I mean, what network is that?  I mean, what like network to connect, right?\nSpeaker 5: Correct.  Correct.\nSpeaker 4: Okay.  Thanks for that.  So yeah.  Regarding with this one, ####, let me just ask, the client machine or site is very strict, right?  So let me just ask, under the client, are you all advised to connect to the other network aside from your client site?\nSpeaker 5: Sorry, can you repeat that?\nSpeaker 4: Do you still like to connect to the other network using the client machine?\nSpeaker 5: Which other network?  When I'm at home, I've connected to my home network.  So I've done all of that.  Because once I connect to the network, I'll have to re-pin into the network.\nSpeaker 4: Wi-Fi office is ever your machine is able to like connect to the other network and you try to connect or?\nSpeaker 5: Yes, so okay, so I would like.  I've connected to Wi-Fi.  guest.  it says it says no internet open.  so how do I?  how do I?  how do I connect?  because I can't connect to Wi-Fi access because Wi-Fi access allows me for my Accenture password.  Which network should I connect to?  There is Wi-Fi guest, there is Wi-Fi access.  Wi-Fi guest is open.  Wi-Fi access, Wi-Fi innovate, Wi-Fi internet, Wi-Fi IoT, these are all locked.  So which one should I connect to?\nSpeaker 4: Okay.  If ever, like you mentioned earlier, ####, that you are in the office right now, so for that you can ask the local tech on that office so that you can ask, like there is a specific link to access.  for you to like connect okay okay i'll go i'll ask them.  okay yeah all right thank you.  to get the credentials you're welcome ##### go a head and close the ticket.  all right perfect thank you thank you goodbye you're welcome.\n</call_transcript>\n<summary>\nThe Accenture employee, ####, called the IT helpdesk for assistance connecting their company laptop to the network at a client's office.  After navigating the automated system and a hold message mentioning high call volume due to an unrelated \"Gone Fishing\" page issue, #### provided their employee ID, email, and callback number to the helpdesk agent.  They explained they were at the client's office and unsure which network to use.  The agent seemed confused about whether #### was trying to connect to a network other than the client's, and the conversation became unclear.  Ultimately, #### listed the available networks (Wi-Fi guest, Wi-Fi access, Wi-Fi innovate, Wi-Fi internet, Wi-Fi IoT) and asked which to use. The agent advised #### to consult the local IT at the client's office for the correct network and credentials.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 agent's advice to consult local IT. It is relevant, focusing on the main topic of network connectivity. The summary is coherent, with a clear structure and flow of ideas. However, it slightly misrepresents the agent's confusion; the agent was trying to clarify the network issue rather than being confused. The summary is mostly accurate but could be clearer about the agent's responses. It is fairly complete, covering the main problem and the resolution, but it could include more details about the specific networks mentioned.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee's issue with connecting to the network. The coherence of the summary is good, with a clear structure and flow of ideas that make it easy to understand.\n\nIn terms of accuracy, the summary is factually correct, accurately representing the conversation between the employee and the helpdesk agent. The summary also provides a fair description of the main problem and resolution, meeting the completeness criterion.\n\nHowever, there are some minor issues with clarity, particularly in the sentence describing the agent's confusion. Nevertheless, the summary overall is of high quality, effectively conveying the essential information from the call transcript.\n\nGiven the strengths of the summary in conciseness, relevance, coherence, accuracy, and completeness, I would score it highly.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: Employee trying to connect laptop at client office\n2. Process: Going through automated system, providing ID/contact info\n3. Problem: Confusion about which network to connect to\n4. Available options: Accurately lists different WiFi networks\n5. Resolution: Agent's recommendation to consult local IT\n\nThe summary is concise while maintaining important details, and follows a logical flow from initial contact to resolution. It accurately reflects the confusion in the conversation between the agent and caller. The summary is factually correct and doesn't misrepresent any information from the transcript.\n\nMinor improvements could include:\n- Clarifying it was a plant laptop, not company laptop\n- Mentioning that WiFi guest showed \"no internet open\"\n- Including that most networks were locked except guest\n\nOverall, the summary effectively conveys the essence of the interaction while maintaining clarity and accuracy.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "3c53a555-f9e7-4fd9-b139-a9fddb87e471",
    "train_trial_index": 0,
    "predicted_text": "The caller, ######, contacted Accenture IT support because their passwordless account was suddenly requiring a password.  They explained they couldn't set a new password themselves and hadn't yet configured MFA due to a stolen phone.  The support agent, after confirming the employee ID, instructed ###### to visit mypasswordless.accenture.com from their mobile phone.  However, ###### needed a temporary access pass (TAP) to access the site, which only the Level 2 support team could provide.  Since it was Sunday and the Level 2 team was unavailable, the agent advised ###### to call back on Monday. Despite ###### needing to work that day, the agent reiterated the inability to provide the TAP and ended the call.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1104.0,
      "num_output_tokens": 0.0,
      "inference_runtime": 3.535057306289673,
      "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>\nThe caller, ######, contacted Accenture IT support because their passwordless account was suddenly requiring a password.  They explained they couldn't set a new password themselves and hadn't yet configured MFA due to a stolen phone.  The support agent, after confirming the employee ID, instructed ###### to visit mypasswordless.accenture.com from their mobile phone.  However, ###### needed a temporary access pass (TAP) to access the site, which only the Level 2 support team could provide.  Since it was Sunday and the Level 2 team was unavailable, the agent advised ###### to call back on Monday. Despite ###### needing to work that day, the agent reiterated the inability to provide the TAP and ended the call.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 the passwordless system, the lack of MFA configuration due to a stolen phone, and the need for a temporary access pass (TAP) from the Level 2 team. The summary is relevant, focusing on the main topic of the call. It is coherent, with a clear structure and flow of ideas that make it easy to understand. The information is accurate and matches the details in the transcript. However, the summary could be slightly more complete by mentioning the initial troubleshooting steps and the agent's difficulty hearing the caller, which are minor but relevant details. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the caller's issue with their passwordless account and the support agent's attempts to resolve it. The summary has a clear structure and flow of ideas, making it coherent and easy to follow.\n\nIn terms of accuracy, the summary correctly states the caller's problem, the support agent's instructions, and the reason for the inability to provide a temporary access pass. 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 details about the caller's attempts to access the mypasswordless.accenture.com site and the support agent's repeated explanations of the Level 2 team's unavailability. Nevertheless, the summary is overall 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. Accurately identifies the main issue (passwordless account requiring password)\n2. Includes relevant context (stolen phone, pending MFA setup)\n3. Correctly describes the solution attempt (visiting mypasswordless.accenture.com)\n4. Accurately explains the roadblock (need for TAP from Level 2 support)\n5. Captures the resolution (or lack thereof) due to it being Sunday\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem to attempted solution to outcome. It includes all crucial details without unnecessary information. The language is clear and professional. The only minor improvement could be mentioning that this was specifically a language-switching call (starting in Spanish before switching to English), but this detail isn't crucial to understanding the core interaction.\n\nThe summary meets all evaluation criteria exceptionally well, with perfect accuracy and appropriate length while maintaining coherence and relevance throughout.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "fe22e0a9-9784-4dbe-8a35-586d28760ae0",
    "train_trial_index": 0,
    "predicted_text": "An employee, ######, called the IT helpdesk for assistance with a replacement laptop setup.  While running the ACN provisioning package, they encountered a script error that prevented the process from completing.  The helpdesk agent, after gathering the employee's information, initiated a remote session using 123rescue.com.  However, they experienced connection issues and difficulties resolving the script error.  The agent then decided to escalate the issue to a Level 2 admin, placing the employee on hold and ultimately ending the call while maintaining the remote session for the Level 2 admin to join.  The initial problem stemmed from the laptop shutting down during the setup process.  A known issue with \"My Key\" causing users to be redirected to a \"gone fishing\" page was also mentioned in a pre-recorded message.\n",
    "base64_images": [],
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For enterprise password reset and account unlock, press zero.  For technology and business application support, telecom and mobile devices.\nSpeaker 2: For technology and business application support, please enter your eight-digit personnel number so we can locate your details.  If you are a...\nSpeaker 1: The number you entered must be eight digits in length.  You entered #######\nSpeaker 2: Please re-enter your personnel number.  Please enter your 8-digit personnel number so we can locate your details if you are a contractor.\nSpeaker 3: Hi.\nSpeaker 4: We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.\nSpeaker 3: Service desk, how may I help you?  May I ask for your employee number, please?  It's ######.  Oh, thank you.  And may I ask for your Accenture email?\nSpeaker 5: It's ##############################.  Got it.\nSpeaker 3: And then may I ask for your call back number?  ############.  Thank you so much.  So, ######, how can I help you today?\nSpeaker 5: So, I'm setting up my replacement laptop and I was on step 15, but my computer shut off.  Now, when I tried to run the ACN provisioning package, it gives me an error.  It says an error has occurred in the script on this page.  Do you want to continue running scripts on this page?  And no matter what I click, it doesn't start.\nSpeaker 3: I see.  I'm sorry for the inconvenience, but I'll do my best to help you with that.  Can we do a remote session to check your provisioning?\nSpeaker 5: You said what?\nSpeaker 3: Uh, if we can do a remote session.\nSpeaker 5: Yes, yes, go ahead.\nSpeaker 3: All right, thank you.  Um, on your browser, please enter the site called 123rescue.com.\nSpeaker 5: Go to what?\nSpeaker 3: 123rescue.com\nSpeaker 5: Okay.  It says support connection.  Enter your pin code and click the start download button.\nSpeaker 3: Yes, so ######.\nSpeaker 5: It says downloading the rescue applet.\nSpeaker 3: Okay, and then once you're able to download the file, please run it, okay?  Or please open it.\nSpeaker 5: It still says downloading.\nSpeaker 3: Noted.  Thank you.\nSpeaker 5: Okay.  Do you have another pin?  It kicked me out.\nSpeaker 3: Sure.  Let me generate a new one.  Okay.  It's ######.\nSpeaker 5: Okay.  I'll open the file.  It says waiting for technician.\nSpeaker 3: Thank you so much.  Let me pull that up on my end.  If there's a pop up, just click.  okay.\nSpeaker 5: Okay.\nSpeaker 3: Thank you so much.  Not able to see your screen.  Okay, and then may I second the error message?\nSpeaker 5: So I click yes, and I try to go next, and it says this.\nSpeaker 3: Script error.  May I take over the control on your laptop?\nSpeaker 5: Sure, go ahead.\nSpeaker 3: All right, thank you so much, ######.  Let's try to cancel this.  We go to settings.  Let me check the other prompt.  Let's lock this.  On your login screen, since it got disconnected, what can you see on it?\nSpeaker 5: Oh, it went out.  Okay, are you able to see it now?\nSpeaker 3: No, it's still reconnecting here on my end.  Is there an option to log in as other user?\nSpeaker 5: It says sign in option.  Pardon?  It says sign in option and it doesn't give me the option to.  Oh, wait, it says sign out change account settings or lock.\nSpeaker 3: Check that.  Let's see, so there's no other user.\nSpeaker 5: No.  It just says sign out lock or change account settings.\nSpeaker 3: I'll just log in again as administrator then.  Let's see, let me try to reconnect.  Let's try to lock it again.  We're not able to run this.  Okay.  Let me invite our Level 2 admin here.\nSpeaker 5: Yeah, my Google, I'm sorry, my Microsoft Edge keeps refreshing as well.\nSpeaker 3: Okay.  I may put the call on hold for a minute or 2.\nSpeaker 5: Okay.\nSpeaker 3: All right, thank you so much.  We'll check with our, that's okay.\nSpeaker 5: Okay.\nSpeaker 3: Hello, ######.  Thank you for waiting.  Even if you go through this, it will not work, all right?\nSpeaker 5: You said what?  I'm sorry?\nSpeaker 3: Yeah.  May I ask you to try to approve the sign-in?\nSpeaker 5: Okay.\nSpeaker 3: Let me invite our L2.  ######, since we're already on the remote, is it okay if we can continue to communicate using this one while I'm waiting for our tech to join our remote session?\nSpeaker 5: Sure, that's fine.\nSpeaker 3: Okay, thank you so much.  I'll be ending our call for now.\nSpeaker 5: Okay, bye.\nSpeaker 3: Bye-bye.\n</call_transcript>\n<summary>\nAn employee, ######, called the IT helpdesk for assistance with a replacement laptop setup.  While running the ACN provisioning package, they encountered a script error that prevented the process from completing.  The helpdesk agent, after gathering the employee's information, initiated a remote session using 123rescue.com.  However, they experienced connection issues and difficulties resolving the script error.  The agent then decided to escalate the issue to a Level 2 admin, placing the employee on hold and ultimately ending the call while maintaining the remote session for the Level 2 admin to join.  The initial problem stemmed from the laptop shutting down during the setup process.  A known issue with \"My Key\" causing users to be redirected to a \"gone fishing\" page was also mentioned in a pre-recorded message.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 replacement laptop, the script error, the remote session attempt, and the escalation to a Level 2 admin. It also mentions the pre-recorded message about the \"My Key\" issue, which is relevant context.\n\nHowever, there are some inaccuracies and missing details. The summary states that the call ended while maintaining the remote session, but the transcript does not confirm this explicitly. Additionally, the summary does not mention the specific steps taken during the remote session, such as trying different login options and the browser refreshing issue. These details are important for completeness.\n\nOverall, the summary is mostly accurate, relevant, and coherent but could be more complete and precise.",
        "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 employee's issue with the replacement laptop setup 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 problem, the agent's actions, and the escalation to a Level 2 admin. However, it does not provide a resolution to the issue, which is not present in the original call transcript either.\n\nRegarding completeness, the summary covers the main problems and concerns discussed in the call transcript, including the script error and the connection issues. It also mentions the known issue with \"My Key\" and the \"gone fishing\" page, providing context to the call.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (ACN provisioning package script error during laptop setup)\n2. Includes relevant context (replacement laptop, shutdown during setup)\n3. Chronicles the troubleshooting steps (remote session attempt via 123rescue.com)\n4. Notes the resolution path (escalation to L2 admin)\n5. Mentions the background system issue with \"My Key\"\n\nThe summary is concise yet comprehensive, maintaining a logical flow of events. It's factually accurate and doesn't include misleading information. The structure is coherent, starting with the initial problem and following through to the resolution steps.\n\nMinor improvements could include:\n- Mentioning the multiple attempts to establish remote connection\n- Including the detail about Microsoft Edge repeatedly refreshing\n- Noting that the agent suggested continuing communication through the remote session\n\nOverall, the summary captures the essence of the interaction effectively while maintaining brevity and accuracy.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "24cbb8ac-48b8-4ca1-9bf9-84a51a923ba0",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk regarding an issue with their Citrix application, preventing access to a client's VDI and a required training session.  The employee had already contacted the client's tech support and tried reinstalling the Citrix application twice.  The helpdesk agent, after gathering the employee's information, initiated a remote session to troubleshoot the problem.  They attempted another reinstallation of the Citrix application, escalating the issue to Level 2 technicians while continuing to work with the employee via remote session and chat.  The call ended with the agent assuring continued support through the remote session.\n",
    "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, 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>\nAn Accenture employee called the IT helpdesk regarding an issue with their Citrix application, preventing access to a client's VDI and a required training session.  The employee had already contacted the client's tech support and tried reinstalling the Citrix application twice.  The helpdesk agent, after gathering the employee's information, initiated a remote session to troubleshoot the problem.  They attempted another reinstallation of the Citrix application, escalating the issue to Level 2 technicians while continuing to work with the employee via remote session and chat.  The call ended with the agent assuring continued support through the remote session.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 Citrix application, the steps taken by the helpdesk agent, and the escalation to Level 2 technicians. It is relevant to the main topic and maintains a clear structure and flow, making it easy to understand. The information is accurate and does not contain any false or misleading details. However, it misses some minor details, such as the initial high call volume message and the specific troubleshooting steps like accessing 123rescue.com and the six-digit code. 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 the Citrix application and the helpdesk agent's attempts to resolve it. The summary has a clear structure, starting with the employee's problem and then describing the steps taken by the helpdesk agent, making it coherent and easy to follow. The information presented is accurate, matching the details provided in the call transcript. The summary also provides a fair description of the main problem and the resolution, including the escalation to Level 2 technicians and the continued support through the remote session. However, some minor details, such as the employee's prior attempts to contact the client's tech support, are glossed over but still mentioned, which is sufficient for a summary. Overall, the summary meets all the criteria effectively.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the main issue (Citrix/VDI access problem)\n2. Includes relevant context (training deadline, previous attempts to resolve)\n3. Captures the sequence of troubleshooting steps\n4. Notes the escalation to Level 2 support\n5. Mentions the resolution approach (continued remote support)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining the essential narrative. It's coherently structured, flowing from problem identification to resolution attempts. The information is accurate, matching the transcript without misrepresentation.\n\nMinor improvement could be made by mentioning the specific error (ICA file retrieval spinning) that was occurring, as this was a key technical detail. However, this doesn't significantly impact the summary's overall quality.\n\nThe summary successfully balances brevity with informativeness, making it an effective representation of the call transcript.",
        "claude_score": 9.0
      }
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    "predicted_text": "The Accenture employee, ####, called the IT helpdesk because their Accenture email account was locked.  After some initial confusion regarding the employee ID, #### provided their email address and phone number for verification. The helpdesk agent, after understanding the issue, informed #### that because they were using Accenture Federal Services (AFS), they needed to contact the AFS helpdesk for assistance with their locked Accenture email. The agent then provided the AFS helpdesk number.\n",
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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: \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>\nThe Accenture employee, ####, called the IT helpdesk because their Accenture email account was locked.  After some initial confusion regarding the employee ID, #### provided their email address and phone number for verification. The helpdesk agent, after understanding the issue, informed #### that because they were using Accenture Federal Services (AFS), they needed to contact the AFS helpdesk for assistance with their locked Accenture email. The agent then provided the AFS helpdesk number.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the locked email account and the resolution provided by the helpdesk agent. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are coherent, making it easy to understand and follow. The information is accurate, correctly reflecting the conversation about the locked email account and the need to contact the AFS helpdesk. However, the summary could be slightly more complete by mentioning the initial confusion about the employee number and the verification process in more detail. 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 locked Accenture email account and the helpdesk's response. The structure is coherent, making it easy to follow the sequence of events. The summary is also accurate, reflecting the information provided in the call transcript without introducing false or misleading details. However, the summary could be considered slightly incomplete as it glosses over the initial confusion and the process of verification, but it does capture the main problem and resolution. Overall, the summary strikes a good balance between brevity and informativeness.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: It efficiently presents the main points without unnecessary details, maintaining brevity while covering essential information.\n2. Relevance: All information included directly relates to the core issue of the locked email account and its resolution.\n3. Coherence: The summary follows a logical flow from problem identification through verification to resolution.\n4. Accuracy: The details presented accurately reflect the conversation, including the fact that the user needs to contact AFS helpdesk specifically.\n5. Completeness: The summary covers the main concern (locked email), the verification process, and the resolution (contacting AFS helpdesk).\n\nMinor improvements could include mentioning that the locked account was specifically an LLP account, but this detail isn't crucial for understanding the main issue and resolution. The summary successfully captures the essence of the interaction while maintaining clarity and conciseness.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "c5a7abb7-31e5-4075-aad8-b1619f1bbe40",
    "train_trial_index": 0,
    "predicted_text": "The employee called the IT helpdesk because they were locked out of their computer after entering their BitLocker PIN incorrectly too many times.  The helpdesk agent, after verifying the employee's identity through various checks including personnel number, email, location, and start date, generated a 48-digit BitLocker recovery key.  The agent had some difficulty generating the key and needed to consult support.  The employee also had trouble entering the long recovery key, missing a digit initially. After re-entering the corrected key, the employee's computer restarted successfully, and they were able to log in with their PIN. The agent then closed the ticket.\n",
    "base64_images": [],
    "stats": {
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      "prompt_truncated": 0.0,
      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other video conferencing technologies, press 2.  For MyLearning Support, press 3.  For AEH applications such as ARC, ###########, MyWizard Governance, press 4.  #### and Cherto, press 4.  You can also resolve many issues online via techsupport.accenture.com.\nSpeaker 2: For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 3: Repeat.\nSpeaker 2: For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 4: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  You have not entered anything.  Please try again.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 5: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to the Gone Phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 4: All agents are currently assisting other callers.  Please continue.\nSpeaker 6: Hi, thank you for calling service desk.  My name is ######.  Can I please have your personal number?  ########.  Let me just confirm this, ########?\nSpeaker 3: Yes.\nSpeaker 6: Okay, thank you.  Let me just pull up your account here in my end.\nSpeaker 3: Thank you.\nSpeaker 6: And please do confirm your Accenture email.\nSpeaker 3: It is ####################################.\nSpeaker 6: Okay, thank you for that, ####.  And ####, can I also have your best callback number just in case we get disconnected and I can call you back?\nSpeaker 3: It is ############.\nSpeaker 6: Okay, thank you.  So, ####, how may I assist you today?\nSpeaker 3: Upon getting the startup menu on my computer where you log in to the beta locker, It is saying my PIN is incorrect and that I've tried it too many times that I needed to contact.  It says, enter the PIN to unlock this device.  When I enter it, it says that I've entered it too many times.  And then I can press escape for fatal lock or recovery.\nSpeaker 6: Okay.  I do apologize.  for the inconvenience, ####.  But don't you worry, since you have me on the line, I'll do my best to assist you with your concern.  So just to confirm you're calling in, because right now you're stuck at the BitLocker PIN page.  You enter it too many times, and now it's asking you for a recovery key.\nSpeaker 3: Correct?  Yeah.  Yeah.\nSpeaker 6: OK.  So for this, ####, I'd be able to generate a BitLocker recovery key for you.  But before that, we need to undergo a verification process first, OK?  OK.  Okay, so let me just confirm, do you have access in Teams?  Do you have Teams on your phone?\nSpeaker 3: Yes, yes.\nSpeaker 6: Okay, that's great.  So I'll be pinging you in Teams, ####.  And once you receive the message, please do provide a reason why you called Service Desk, okay?  Okay.  Okay, I just pinged you, can you please check?\nSpeaker 3: Yes.  I'm messaging back.\nSpeaker 6: Okay, thanks.  Okay, so thank you for confirming that one, ####.  And as part of the verification process, can you please confirm once again your personnel number?\nSpeaker 3: It is #########.\nSpeaker 6: Okay, thank you.  And also please confirm your office location.\nSpeaker 3: ##########, #########.\nSpeaker 6: Okay, thank you.  And how about your official start date with Accenture?  I just need the month and the year.\nSpeaker 3: ###### ####, I believe.\nSpeaker 6: Okay.  Thank you.  So let me just double check that here in my end, okay?  Yes.  Okay.  Congratulations.  You passed a verification process.  So I will now go ahead and generate your BitLocker recovery key.  And for this, can you Provide me the first eight characters of the password ID key that you can see in your screen once you press the escape button.\nSpeaker 3: Hold on just a second.  It's calmed down.  Screen went black.  It's trying to come back on.  He said give you what now?  I'm sorry.\nSpeaker 6: The first eight characters of the password ID key.\nSpeaker 3: #######.  Okay, so it is #######?  Yes.\nSpeaker 6: Okay, I need the first eight characters.\nSpeaker 3: Okay, so I think it's only eight characters.  ####################.  Okay, I'm sorry.  ######################.\nSpeaker 6: Okay, thank you.  Okay, while generating the BitLocker recovery key, ####, is it okay if I put the call on hold for two minutes?\nSpeaker 3: Yes.\nSpeaker 6: Okay, thank you.\nSpeaker 3: Thank you.\nSpeaker 6: Thank you for patiently waiting in the line.  ####, is it okay if you take a picture of the password ID key and send it here in Teams?  Yes.  Okay, thank you.\nSpeaker 3: Take a picture of just what I enter or what are you doing exactly?\nSpeaker 6: The password ID key on your screen right now, on your laptop screen.\nSpeaker 3: Let's see here.  Hold on, just one moment.\nSpeaker 6: Okay.\nSpeaker 3: It's trying to come back.  You know, it logs out or times out, so it's trying to pull back up.\nSpeaker 6: Okay, that's okay.  Just tell me once you already sent it, okay?  Thank you.\nSpeaker 3: And then once I try, do you want a picture of the screen once I try to enter the password?\nSpeaker 6: No.  Once you press the escape button, there is a password ID key, right?  Can you please take a picture of that and send it here in Teams?\nSpeaker 3: Yes.\nSpeaker 6: Okay.  Thank you very much.\nSpeaker 3: Sorry.  Is that what you needed, ma'am?\nSpeaker 6: Okay, thank you.  So, let me just double check here.  and while double checking, let me just put the call on hold for another 2 minutes.  Okay.  Okay.  Thanks.  Thank you for patiently waiting on the line, ####.  ####, can you please confirm once again your recovery key ID for the first eight characters, okay?\nSpeaker 3: It is #######.\nSpeaker 6: You can see it on your screen right now.\nSpeaker 3: Hold on just a second.  Like I said, it keeps timing out, so I might have been late on it just in my guess.\nSpeaker 6: Okay.  It's the recovery key ID.  Just provide the first eight characters.\nSpeaker 3: Okay.  If it comes back up, I will.  Sorry.  It is ########\nSpeaker 6: Okay, thank you.\nSpeaker 3: I thought you were wanting the password that I enter when I log in.  I'm sorry.\nSpeaker 6: That's okay.  Okay, so for this, ####, can you please prepare your paper and pen to write down these 48 digits for your recovery key, okay?\nSpeaker 3: Okay, go ahead.\nSpeaker 6: Okay, just a minute.  I'm still generating it here.  Okay.  Apologies, ####, but my tools is still loading, so let me just reach out to my support so that they will be the one to generate your recovery key, okay?\nSpeaker 3: All right.  Thank you.\nSpeaker 6: Okay.  While reaching out to them, let me just put the phone on hold for another two minutes, okay?  Thank you.  Okay, here is your thank you for patiently waiting on the line.  ####.  Okay, go ahead.  It is #################.\nSpeaker 3: Okay, #######.  What was it?  I'm sorry.  Start back after the #.  You said #\nSpeaker 6: It's #############.\nSpeaker 3: Is that all of it?  ###########.  Okay.  #################################################.\nSpeaker 6: Correct.\nSpeaker 3: That's a very long number.\nSpeaker 6: ################.  There are 48 digits for this.\nSpeaker 3: You said #, #...\nSpeaker 6: ####################.\nSpeaker 3: Okay.\nSpeaker 6: ################.\nSpeaker 3: Okay.\nSpeaker 6: Okay, that's your recovery key.\nSpeaker 3: Okay, so just type that in after the press the escape.\nSpeaker 6: Yeah.\nSpeaker 3: Okay.  ###.  I'm going to put the phone down for just a second.  Hold on just a second.  Make sure I enter it correct.  Okay.  I'm just double checking it here.\nSpeaker 6: Okay.\nSpeaker 3: I think I've left out a number.  I'll put you back on.  Hold on.\nSpeaker 6: Okay.  Tell me once you're able to enter it.  Okay, were you able to enter it now?  Hello?  Hello?\nSpeaker 3: I don't think I entered all the number.  I don't think I, I think I missed a number somewhere.\nSpeaker 6: Okay.  Can you please read it back to me so that we can double check?  Okay.\nSpeaker 3: ####################.\nSpeaker 6: OK, hold on.  OK.  After the #, before the double #, there should be #.\nSpeaker 3: It's ##########################.\nSpeaker 6: Yeah.\nSpeaker 3: OK, let me go back and put that in.  That's the mistake.  Okay, that's enough numbers.  Okay, does your recovery key is correct?  Press restart.  Okay, it's restarting now.  Okay, now it says, please enter PIN to unlock this device.\nSpeaker 6: Okay, enter your PIN.\nSpeaker 3: Okay.  It worked.  Thank you.  Okay.\nSpeaker 6: You're welcome.  So since you're all set now, I'll go ahead and close the ticket here and tag it as resolved.  And upon resolution of the ticket, you may receive the survey via email.  So any feedback would be highly appreciated.  Thank you for calling Service Desk.  Hope and have a great day ahead.  Bye for now.  Take care.\nSpeaker 3: You too, honey.  Bye-bye.\n</call_transcript>\n<summary>\nThe employee called the IT helpdesk because they were locked out of their computer after entering their BitLocker PIN incorrectly too many times.  The helpdesk agent, after verifying the employee's identity through various checks including personnel number, email, location, and start date, generated a 48-digit BitLocker recovery key.  The agent had some difficulty generating the key and needed to consult support.  The employee also had trouble entering the long recovery key, missing a digit initially. After re-entering the corrected key, the employee's computer restarted successfully, and they were able to log in with their PIN. The agent then closed the ticket.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the BitLocker PIN, the verification process, the generation of the recovery key, and the resolution. It is relevant, focusing on the main topic of the call. The structure and flow are clear, making it easy to understand. The information is accurate and matches the details in the transcript. However, it omits some minor details, such as the repeated need to put the call on hold and the specific difficulties faced by both the agent and the employee. These omissions slightly affect the completeness but do not significantly detract from the overall quality.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided 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 BitLocker issue and the helpdesk agent's resolution. The summary has a clear structure, starting with the problem, describing the verification process, and ending with the resolution, making it coherent and easy to follow. The information presented is factually correct, accurately reflecting the events 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 automated messages and the employee's initial confusion about the recovery key, are omitted, but these do not detract from the overall completeness of the summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clear identification of the problem (BitLocker PIN lockout)\n2. Mentions the verification process\n3. Describes the solution process (48-digit recovery key generation)\n4. Notes the complications (agent needing support, user missing a digit)\n5. Confirms 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 resolution. The information is accurate, matching the transcript's events without any factual errors. It maintains coherence by presenting events in chronological order.\n\nMinor improvement could be including the Teams verification step specifically, but this doesn't significantly impact the summary's quality. The summary successfully balances brevity with informativeness, making it highly effective for understanding the call's essence.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "61793a05-3ea2-4504-af71-8df2e79f95e6",
    "train_trial_index": 0,
    "predicted_text": "The caller reached Accenture's IT helpdesk, navigating a Spanish-language menu for password/access support.  The system then prompted them to check their passwordless status online at go.passwordless.com and select an option based on the result.  However, all agents were busy. The system offered the option to hold or find solutions on techsupport.accenture.com.  An English-speaking agent then became available, but the caller, possibly due to the initial language barrier or having resolved the issue independently,  ended the call before receiving assistance.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 264.0,
      "num_output_tokens": 0.0,
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      "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: Para soporte de acceso y contrase\u00f1a, presione cero.  Para soporte de aplicaciones, technology, telecom, y dispositivos m\u00f3viles.\nSpeaker 2: Para verificar si tu cuenta fue migrada a passwordless, por favor ingresa a https://go.passwordless.com/.go.  passwordless.  Si eres passwordless, presiona uno para hablar con un agente o utiliza las opciones de autoyuda del sitio.  Si no eres passwordless a\u00fan, presiona dos.\nSpeaker 3: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\nSpeaker 4: English.  Can you please speak in English?\nSpeaker 5: It's just English?  Okay.  No, that's enough.  Thank you.  Goodbye.\nSpeaker 4: Thank you for calling.  Have a nice day.\n</call_transcript>\n<summary>\nThe caller reached Accenture's IT helpdesk, navigating a Spanish-language menu for password/access support.  The system then prompted them to check their passwordless status online at go.passwordless.com and select an option based on the result.  However, all agents were busy. The system offered the option to hold or find solutions on techsupport.accenture.com.  An English-speaking agent then became available, but the caller, possibly due to the initial language barrier or having resolved the issue independently,  ended the call before receiving assistance.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and captures the main points of the call transcript, including the navigation through a Spanish-language menu, the prompt to check passwordless status, the option to hold or visit a website, and the eventual end of the call. However, there are some inaccuracies and missing details. The summary incorrectly states that an English-speaking agent became available, whereas the transcript shows a caller asking for English and then ending the call. The summary also speculates on the caller's reasons for ending the call, which is not supported by the transcript. The summary is coherent and relevant but lacks completeness in accurately reflecting the interaction.",
        "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 caller's interaction with the helpdesk system and the outcome of the call. The summary has a clear structure, starting with the caller's navigation of the menu, followed by the system's prompts, and ending with the caller's decision to end the call. The information presented is factually correct, with no false or misleading information. However, the summary could be improved in terms of completeness, as it does not explicitly state the caller's initial concern or issue, although it can be inferred that it was related to password/access support. 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 interaction:\n1. Accurately describes the initial Spanish language menu and passwordless authentication options\n2. Correctly mentions the system's busy status and alternative support options\n3. Accurately captures the language barrier situation and call conclusion\n4. Maintains good coherence by presenting events in chronological order\n5. Provides relevant context about Accenture's IT helpdesk\n\nHowever, there are minor areas for improvement:\n- The summary could be slightly more concise while maintaining the same information\n- The conclusion includes some speculation about why the caller ended the call (\"possibly due to the initial language barrier or having resolved the issue independently\")\n- The resolution is accurately portrayed as incomplete since the caller ended the call before receiving assistance\n\nOverall, the summary provides a comprehensive and accurate account of the interaction while maintaining good structure and relevance, with only minor areas for improvement.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "39b64f16-6566-4c5d-9720-2d165bfccc85",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT Service Desk because they couldn't access their email or Teams on their iPhone 12.  The initial automated messages mentioned high call volumes due to \"myKey\" performance issues and a phishing page redirect.  The agent, after taking the employee's details, determined the issue wasn't a password reset problem, as access to mobile apps uses the Authenticator app.  The agent guided the employee through using the \"use an app instead\" option and approving the authentication code.  Though the app initially continued loading, the agent suggested the issue might be related to the employee's internet connection and advised them to try again later. A ticket was marked as resolved, with the option for the employee to reopen it within 72 hours if the problem persisted.\n",
    "base64_images": [],
    "stats": {
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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...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless, please enter your 8-digit personnel number so we can locate your details.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find...\nSpeaker 4: Hi, thank you for calling Service Desk.  My name is #### and would you please give me your phone number, please?\nSpeaker 5: Hi, I'm ###############.\nSpeaker 4: Hello, can you provide me your employee number?\nSpeaker 5: Thank you.\nSpeaker 4: And can you also provide me your full Accenture email, please?\nSpeaker 5: ##################################.\nSpeaker 4: Thank you, #########.  And can you also provide me your contact phone number, please?  ############.  Thank you.  And how can I help you today, #########?\nSpeaker 5: I'm not able to look at my emails or Teams on my phone anymore.  I'm not sure what happened.\nSpeaker 4: Okay, I'm so sorry to hear that, #########, the driving this access issue on Teams or Outlook on the phone.  I know RSVP can definitely help you with this, but may I just confirm, #########, if there's any specific error message that you got when you tried to access it?\nSpeaker 5: We're sorry, you cannot reset your own password because password reset isn't turned on to your account.\nSpeaker 4: Okay, so you've tried to reset your password.  For this one, #########, let me just check your account.  And may I also know what's the model of the phone that you're using right now?\nSpeaker 5: Okay.  iPhone.\nSpeaker 4: I want to say iPhone 12. iPhone 12.  Okay.  Let me see here.  Because regarding with this, #########, when we access Teams or Outlook on the phone or any device, we just use Teams.  an authenticator to access it, not a password.  So can you try right now, #########, to open Teams first and let me know if it's going to ask for a password when you try to log in, please?\nSpeaker 5: Yes, it's asking for my essential password.\nSpeaker 4: Okay.  Since it's going to ask for a central password, #########, can you check below if there's an option there, use an app instead or other ways to sign in?\nSpeaker 5: Yes.  Which one should I click?\nSpeaker 4: Ah, yeah.  Click use an app instead.\nSpeaker 5: Okay.\nSpeaker 4: Okay.  And what can you see after?\nSpeaker 5: I now see my code 16.  Okay.  I'm looking to open my simplification.\nSpeaker 4: All right.  Please approve it.\nSpeaker 5: Okay.\nSpeaker 4: And let me know what happens after.\nSpeaker 5: No, it's just, all I see is 16.  Oh, got it.\nSpeaker 4: Oh, okay.\nSpeaker 5: Okay, but now it's still asking for an essential password.  Password.\nSpeaker 4: After you put the, or approve the notification?\nSpeaker 5: It's actually now just loading.\nSpeaker 4: Oh, okay.  Let's wait for that for a few seconds, #########.  Because when you, after you approve the notification for the Authenticator, #########, you should be able to access the Teams or Outlook.  So let's wait for a few seconds.\nSpeaker 5: Got it.  All right.  Let's see.\nSpeaker 4: Okay.  Is it still loading right now, #########, or were you able to access now?\nSpeaker 5: Still loading.\nSpeaker 4: Still loading.  All right.\nSpeaker 5: So is this how I will enter it now?\nSpeaker 4: Yes, #########.  If ever, it will ask for a password.  So sometimes when we access Teams or Outlook on the phone, sometimes it will ask for a password.  But you should check options below.  if there's use an app instead, and you should click that one.\nSpeaker 5: Got you.\nSpeaker 4: All right.  So are we able to access it now, #########?  Or is this?  It's loading still.  Still loading.\nSpeaker 5: And it could be my internet connection.\nSpeaker 4: Oh, sorry.  You're cutting in and out.  Can you repeat that, #########?\nSpeaker 5: It could be my internet connection.\nSpeaker 4: Oh, yeah.  Oh, yeah.  For that one, #########, if ever that happens due to internet connection, you can just close and try to access it again.  Or you can access it again in a few minutes if your internet connection is strong enough.  for you to access a account or app.\nSpeaker 5: Okay.  I'll give you a call if I'm having any issues.\nSpeaker 4: Yeah, for sure, #########.  And thank you for your time today for giving us a call regarding this.  And I will create a ticket right here, #########, regarding your issue.  I will tag it as resolved.  No worries.  You can reopen it within 72 hours if ever you're still having this issue, okay?\nSpeaker 5: Okay.  Thank you.\nSpeaker 4: All right.  Thank you.  Have a great day ahead.  Bye-bye.\nSpeaker 5: Bye-bye.\n</call_transcript>\n<summary>\nAn Accenture employee called the IT Service Desk because they couldn't access their email or Teams on their iPhone 12.  The initial automated messages mentioned high call volumes due to \"myKey\" performance issues and a phishing page redirect.  The agent, after taking the employee's details, determined the issue wasn't a password reset problem, as access to mobile apps uses the Authenticator app.  The agent guided the employee through using the \"use an app instead\" option and approving the authentication code.  Though the app initially continued loading, the agent suggested the issue might be related to the employee's internet connection and advised them to try again later. A ticket was marked as resolved, with the option for the employee to reopen it within 72 hours if the problem persisted.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 (inability to access email or Teams on an iPhone 12) and the steps taken by the agent to resolve it. The summary is relevant, focusing on the main topic without extraneous details. It is coherent, with a clear structure and logical flow of ideas. The information is accurate, reflecting the details of the call transcript correctly. However, it misses some minor details, such as the specific error message received by the employee and the exact steps taken during the authentication process. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with accessing email and Teams on their iPhone 12. The summary has a clear structure, starting with the problem, then describing the steps taken by the agent, and finally, the resolution, making it coherent and easy to follow.\n\nThe summary is accurate, reflecting the information provided in the call transcript without any false or misleading information. It also provides a fair description of the main problem and resolution, making it complete. The only potential improvement could be adding more detail about the initial automated messages and their relevance to the employee's issue, but given the constraints of a summary, the information provided is sufficient.\n\nOverall, the summary effectively conveys the necessary information in a clear and concise manner, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the initial context (high call volumes, myKey issues)\n2. Clearly states the caller's problem (email/Teams access on iPhone)\n3. Correctly describes the solution process (using Authenticator instead of password)\n4. Includes the resolution and follow-up (ticket creation with 72-hour window)\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem to resolution. It's particularly strong in accuracy, with no factual errors noted. The relevance criterion is well-met as it focuses on the core issue and resolution while including contextual information about system-wide issues mentioned in the automated messages.\n\nMinor improvement could be made by mentioning that the loading issue wasn't definitively resolved during the call, but the summary does address this by noting the internet connection suggestion.\n\nThe coherence is strong, with clear cause-and-effect relationships and chronological progression. The completeness criterion is well-satisfied as it covers both the technical and procedural aspects of the interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "41c9c772-3237-43fb-98d8-cd8a1d7236f1",
    "train_trial_index": 0,
    "predicted_text": "A new employee (####) called the Accenture IT helpdesk, unable to log in to their system due to a password issue.  The helpdesk agent confirmed an existing ticket related to the login problem, requiring manager approval.  However, the employee explained they don't yet have a manager and previous attempts to resolve the issue, including contacting local tech support, were unsuccessful due to requests for a ticket number which the agent couldn't provide.  Despite the employee's urgency to start work, the agent insisted the local tech support team would contact them by Monday, but not over the weekend, after updating the ticket with the employee's explanation.  The employee expressed frustration with the delays and lack of information.\n",
    "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... 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>\nA new employee (####) called the Accenture IT helpdesk, unable to log in to their system due to a password issue.  The helpdesk agent confirmed an existing ticket related to the login problem, requiring manager approval.  However, the employee explained they don't yet have a manager and previous attempts to resolve the issue, including contacting local tech support, were unsuccessful due to requests for a ticket number which the agent couldn't provide.  Despite the employee's urgency to start work, the agent insisted the local tech support team would contact them by Monday, but not over the weekend, after updating the ticket with the employee's explanation.  The employee expressed frustration with the delays and lack of information.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 existing ticket requiring manager approval, and the lack of a manager. It also mentions the employee's frustration and the agent's assurance that local tech support will contact them by Monday. However, it misses some details, such as the employee's repeated attempts to resolve the issue and the agent's inability to provide the incident number due to verification purposes. The summary is relevant, coherent, and mostly accurate, but it 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 employee's login issue and the helpdesk agent's response. 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. The summary provides a fair description of the main problems and resolutions, including the employee's frustration with the delays and lack of information, which suggests completeness. However, some minor details, such as the initial automated messages and the agent's apologies, are omitted, but these do not significantly impact the overall understanding of the call. Overall, the summary effectively captures the essential information from the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Identifies the core issue (new employee unable to login)\n2. Explains the complications (no manager for approval, can't get ticket number)\n3. Captures the circular nature of the problem (can't get help without ticket, can't get ticket without manager)\n4. Accurately reflects the resolution (must wait for local tech support to call)\n5. Includes the timeline details (contact by Monday, not weekend)\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without unnecessary details. It flows logically from problem identification through attempted solutions to final outcome. The information is accurate to the transcript and effectively communicates the employee's frustration and urgency. The only minor improvement could be mentioning that this delay has already pushed back their start date from Thursday, but this isn't critical to understanding the core interaction.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "61604999-8eaa-4515-accc-619637112478",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk for assistance installing Citrix.  The initial automated system messages mentioned high call volume due to a \"gone fishing\" page issue affecting logins.  After navigating the automated system and providing their employee ID and callback number, the employee explained they couldn't find Citrix in the software center.  The helpdesk agent guided them through the download and installation process from software.accenture.com.  Due to the lengthy installation process, the agent suggested continuing the support via Teams messaging, allowing the employee to complete the installation independently while still having access to assistance if needed.  The call ended with the agreement to transition to Teams support.\n",
    "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, 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>\nAn Accenture employee called the IT helpdesk for assistance installing Citrix.  The initial automated system messages mentioned high call volume due to a \"gone fishing\" page issue affecting logins.  After navigating the automated system and providing their employee ID and callback number, the employee explained they couldn't find Citrix in the software center.  The helpdesk agent guided them through the download and installation process from software.accenture.com.  Due to the lengthy installation process, the agent suggested continuing the support via Teams messaging, allowing the employee to complete the installation independently while still having access to assistance if needed.  The call ended with the agreement to transition to Teams support.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with Citrix installation and the transition to Teams for further assistance. 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: the summary mentions the \"gone fishing\" page issue affecting logins, which was part of an automated message and not directly related to the caller's issue. Additionally, the summary does not mention the initial communication issues due to voice breaking up, which is a minor but relevant detail. Overall, the summary is mostly accurate and complete but could be slightly improved for precision.",
        "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 Citrix and the helpdesk agent's assistance. The summary has a clear structure, starting with the employee's 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. 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 initial difficulty with voice quality and the agent's repeated requests for confirmation, are omitted, but these do not affect 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. Accurately identifies the main issue (Citrix installation)\n2. Includes relevant context about system status (gone fishing page issue)\n3. Mentions the verification process (employee ID, callback number)\n4. Describes the solution path (guidance through software.accenture.com)\n5. Captures the resolution approach (transition to Teams support)\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution. It avoids unnecessary details while including all crucial information. The language is clear and professional.\n\nMinor improvements could include mentioning that screen sharing was used during the support process, but this detail isn't crucial to understanding the core interaction.\n\nThe summary demonstrates strong accuracy, with no factual errors or misrepresentations. The coherence is excellent, presenting events in a logical sequence. The completeness is satisfactory, covering both the problem and resolution strategy.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "c9e05cac-9a23-41ed-90e9-64a55d585c62",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee, ####, contacted the IT helpdesk needing a temporary access pass (TAP) to set up multi-factor authentication (MFA).  Their manager had supposedly approved the request and sent them the code.  The helpdesk agent, after confirming ####'s identity and contact information, was unable to locate the incident number, IM48388767, provided by ####. Although the system showed the manager's approval of the MFA request, the ticket number didn't match any records.  The agent asked #### to reconfirm the incident number with their manager and call back.  The call ended with the agent waiting for #### to return with the correct information.\n",
    "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.  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>\nAn Accenture employee, ####, contacted the IT helpdesk needing a temporary access pass (TAP) to set up multi-factor authentication (MFA).  Their manager had supposedly approved the request and sent them the code.  The helpdesk agent, after confirming ####'s identity and contact information, was unable to locate the incident number, IM48388767, provided by ####. Although the system showed the manager's approval of the MFA request, the ticket number didn't match any records.  The agent asked #### to reconfirm the incident number with their manager and call back.  The call ended with the agent waiting for #### to return with the correct information.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 need for a temporary access pass (TAP) for multi-factor authentication (MFA), the manager's approval, and the issue with the incident number. It is relevant, focusing on the key aspects of the call without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, reflecting the details from the transcript correctly. However, it slightly lacks completeness as it does not mention the specific steps the agent took to verify the incident number or the exact nature of the problem with the ticket number. Overall, it provides a fair description but could include a bit more detail on the verification process.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee's issue with obtaining a temporary access pass for multi-factor authentication. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information provided in the call transcript, including the employee's name being redacted, the issue with the incident number, and the helpdesk agent's request for the employee to reconfirm the number with their manager.\n\nThe summary is also complete, providing a fair description of the main problem and the resolution, which is that the employee needs to reconfirm the incident number and call back.\n\nOverall, 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 interaction:\n1. Conciseness: It efficiently presents the essential information without unnecessary details, maintaining brevity while covering key points.\n2. Relevance: All information included directly relates to the core issue of the TAP/MFA access request and ticket verification problem.\n3. Coherence: The summary follows a logical flow from initial contact through problem identification to resolution attempt.\n4. Accuracy: The summary correctly represents the interaction, including specific details like the incident number (IM48388767) and the fact that the manager's approval was visible but the ticket number couldn't be found.\n5. Completeness: It captures both the initial request (TAP for MFA setup), the complication (unmatched ticket number), and the resolution (need to verify with manager and call back).\n\nMinor improvement could be made by mentioning this was a callback (the user mentions \"calling back for the code\"), but this doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "19c6a561-a456-43d5-9344-13366f4471c2",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk to switch their Okta verification to a new phone.  After providing their employee ID, email, and callback number, the employee explained they couldn't access Okta on their old phone.  The IT support agent stated they needed to send a request to the employee's manager for approval.  The agent said they would contact the manager via Teams and that the manager would then provide the employee with a ticket number.  The employee expressed concern about their manager's availability but the agent assured them the process would proceed.  The employee was told to call back within 48 hours of manager approval with the ticket number to complete the Okta setup.\n",
    "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, 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>\nAn Accenture employee called the IT helpdesk to switch their Okta verification to a new phone.  After providing their employee ID, email, and callback number, the employee explained they couldn't access Okta on their old phone.  The IT support agent stated they needed to send a request to the employee's manager for approval.  The agent said they would contact the manager via Teams and that the manager would then provide the employee with a ticket number.  The employee expressed concern about their manager's availability but the agent assured them the process would proceed.  The employee was told to call back within 48 hours of manager approval with the ticket number to complete the Okta setup.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 switch Okta verification to a new phone, the need to provide personal details, and the process involving manager approval. The information is relevant and focuses on the main topic. The summary is coherent, with a clear structure and logical flow of ideas. It accurately reflects the conversation without any false or misleading information. However, it misses some minor details, such as the employee's inability to access Teams on their phone and the specific steps the agent will take if the manager is unavailable. 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 main topic of the employee's request to switch their Okta verification to a 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 states the employee's request, the IT support agent's actions, and the next steps in the process. However, it does not mention the initial automated messages and the high call volume due to performance issues with \"my key,\" which is not directly related to the employee's issue.\n\nRegarding completeness, the summary covers the main problem (the employee's need to switch Okta verification to a new phone) and the resolution (the IT support agent sending a request to the employee's manager for approval). However, it does not mention the employee's concern about their manager's availability in detail.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Conciseness: Maintains brevity while covering essential points\n2. Relevance: Focuses on the main issue (Okta transfer to new phone) and resolution process\n3. Coherence: Presents information in a logical sequence from initial request to next steps\n4. Accuracy: Correctly represents the conversation details, including the manager approval requirement and 48-hour callback window\n5. Completeness: Includes important details about:\n- Purpose of call (Okta transfer)\n- Identity verification process\n- Manager approval requirement\n- Next steps and timeframes\n- Current access situation\n\nMinor details could have been included about the LTS escalation after 48 hours and the 72-hour ticket reopening window, but these were secondary details. The summary successfully captures the core interaction and resolution path without unnecessary information.",
        "claude_score": 9.0
      }
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    "instance_id": "7a310a7d-6627-4b7e-9f67-d18c063c073c",
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    "predicted_text": "An Accenture employee on I-9 leave called the CIO Service Desk to arrange the return of their company laptop, as instructed by their advocate.  After verifying the employee's identity, the helpdesk agent confirmed they could assist.  The agent sent the employee a link via Microsoft Teams to an online form required for the laptop return process.  The form requires some information that the employee may need to obtain from their manager or supervisor.  Once the form is submitted, the employee will receive a shipping label via email to return the laptop to their local office.  The call concluded with the agent marking the ticket as resolved.\n",
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, MyConcerto, press 4.  You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.\nSpeaker 2: Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other calls.\nSpeaker 4: Hi, this is ### from CIO Service Desk.  May I have your personnel number, please?\nSpeaker 5: Yeah, it's ########.\nSpeaker 4: Okay, just to confirm, the last four digits of your personnel number is ####, is that correct?\nSpeaker 5: Yes, yeah, yeah, ####.\nSpeaker 4: Okay, and how about enterprise ID or Accenture email?\nSpeaker 5: It's #################################.\nSpeaker 4: Okay, thank you so much ######## and your callback number as well please.\nSpeaker 5: Sorry?\nSpeaker 4: Your callback number.  Yeah, it's ############.  Okay, perfect.  So yep, let me just go ahead and try to pull up your account here.  One moment please.  Okay.  And by the way, how can I help you today?\nSpeaker 5: Yeah, so actually I'm on my I-9 leave right now, and my advocate suggested that I should be returning my Accenture laptop.  So she mentioned that I should call the CIO helpdesk and they can assist me with those things.\nSpeaker 4: Okay, I see.  So by the way, #########, I understand that you want to return your asset, or I mean your laptop.  And don't worry, since you got me here on the line, I am more than happy to assist you with this one, okay?  So, you're very much welcome.  By the way, ########, may I ask if you have access to your Microsoft Teams?  Because I need to send you a link where you can submit a form for this laptop return, and then they will be providing you a return label to ship back your laptop to your local office.\nSpeaker 5: Okay, yeah.\nSpeaker 4: Yeah, I don't have access to my team.  Okay, so I'm going to send you the link and I mean the forms.  So by the way, is it okay if I put this call on hold first for about two minutes and I'll get back to you?\nSpeaker 5: Yeah, sure you can.\nSpeaker 4: Okay, one moment please.  Hi, ######, I already sent the steps on how to return your machine.  And then, yeah, I just sent the forms as well that you need to fill up.  And there's some information there that only your manager or supervisor knows.  And you can ask them those information if you are unable to fill up the form.  So are you able to receive my message?\nSpeaker 5: Yeah, I can see your list now.\nSpeaker 4: Click on the list.  Okay, perfect.\nSpeaker 5: And when you say certain information is only with my manager, so will it be my...the project manager where I was assigned to, or will it be my... the people lead?\nSpeaker 4: Once you submitted this form, I think you can advise your people lead or your project manager about this.\nSpeaker 5: Okay.\nSpeaker 4: Okay.  So yeah, you'll just need to fill up this form and then a shipping label will be sent to you to return your machine back to your local office, okay?  Okay, so when I select this online form, it will take care of it, right?  I don't have to send an email or shoot an email or something to anyone else?  Actually, once you submitted that form, there's an email that will be sent to you in regards to the shipping logo that you can use to return the machine to your local office.\nSpeaker 5: Okay, okay.\nSpeaker 4: Okay.  So yeah, I think we're all set now, ########.  Yes.  Okay, perfect.  So yeah, we will tag your ticket here as resolved now, and you look at the survey by email, then your feedback is highly appreciated, okay?  Yes, thank you so much.  You're very much welcome.\nSpeaker 5: Bye.\nSpeaker 4: Bye.  Bye.\n</call_transcript>\n<summary>\nAn Accenture employee on I-9 leave called the CIO Service Desk to arrange the return of their company laptop, as instructed by their advocate.  After verifying the employee's identity, the helpdesk agent confirmed they could assist.  The agent sent the employee a link via Microsoft Teams to an online form required for the laptop return process.  The form requires some information that the employee may need to obtain from their manager or supervisor.  Once the form is submitted, the employee will receive a shipping label via email to return the laptop to their local office.  The call concluded with the agent marking the ticket as resolved.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's request to return a laptop, the verification process, and the steps provided by the helpdesk agent. It maintains relevance by focusing on the key aspects of the conversation. The structure and flow are coherent, making it easy to follow. The information is accurate, reflecting the details from the transcript without any misleading content. However, it misses some minor details, such as the initial high call volume message and the specific mention of the callback number. Overall, it provides a fair description of the main issues 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. The structure and flow of ideas are clear, making it easy to understand and follow, thus demonstrating coherence. The information presented is factually correct, with no false or misleading information, ensuring accuracy. The summary provides a fair description of the main problem (the employee's need to return their laptop) and the resolution (the helpdesk agent's assistance with the return process), demonstrating completeness. Overall, the summary meets all the criteria for a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: Employee on I-9 leave needing to return laptop\n2. Process: Identity verification and assistance offered\n3. Solution: Form submission process via Teams link\n4. Outcome: Shipping label to be provided after form submission\n5. Resolution: Ticket marked as resolved\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining all crucial information. It's well-structured, flowing logically from the initial request to the resolution. The information is accurate, matching the transcript without any misrepresentations. It's coherent, presenting information in a clear, sequential manner.\n\nThe only minor point that could have been included was the mention of the initial system message about high call volume due to MyKey issues, though this wasn't directly relevant to the main interaction. Overall, the summary effectively distills a lengthy conversation into its essential components while maintaining accuracy and clarity.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "dc45dfdd-f705-4ee2-a729-4deb35ea4441",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk, unable to access OneDrive and other Accenture sites despite a successful login.  The automated system informed the caller about high call volumes due to ongoing \"MyKey\" performance issues.  The helpdesk agent confirmed the employee's identity using their email address and phone number.  The agent diagnosed the issue as a conditional access block due to the employee's machine being flagged as non-compliant, likely related to a pending software approval for Adobe Creative Cloud.  The agent initiated a remote session using 123Rescue.com to remediate the machine and then transferred the session to a Level 2 technician for further troubleshooting.  The call ended with the employee connected to the Level 2 technician via the remote session's chat box.\n",
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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>\nAn Accenture employee called the IT helpdesk, unable to access OneDrive and other Accenture sites despite a successful login.  The automated system informed the caller about high call volumes due to ongoing \"MyKey\" performance issues.  The helpdesk agent confirmed the employee's identity using their email address and phone number.  The agent diagnosed the issue as a conditional access block due to the employee's machine being flagged as non-compliant, likely related to a pending software approval for Adobe Creative Cloud.  The agent initiated a remote session using 123Rescue.com to remediate the machine and then transferred the session to a Level 2 technician for further troubleshooting.  The call ended with the employee connected to the Level 2 technician via the remote session's chat box.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 OneDrive and other sites, the high call volume due to \"MyKey\" issues, 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 logical flow of ideas, making it easy to understand. The accuracy is high, as the summary correctly identifies the conditional access block and the steps taken to resolve it, including the use of 123Rescue.com and the transfer to a Level 2 technician. However, the summary could be slightly more complete by mentioning the specific error message related to conditional access and the fact that the employee's machine was compliant except for the pending Adobe Creative Cloud approval. 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 and the steps taken to resolve it. The summary has a clear structure, starting with the employee's 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 initial attempt to provide their employee number, are omitted, but these do not affect 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. Accurately describes the initial problem (access issues despite successful login)\n2. Mentions the system notification about MyKey issues\n3. Details the identity verification process\n4. Correctly explains the root cause (conditional access block due to non-compliance)\n5. Accurately describes the resolution process (remote session and Level 2 escalation)\n\nThe summary is concise yet comprehensive, maintaining a logical flow from problem identification to resolution steps. It includes relevant contextual details about Adobe Creative Cloud compliance issues without becoming too technical. The information is accurate and matches the transcript's content.\n\nMinor improvement could be made by mentioning the estimated troubleshooting time (30-40 minutes) mentioned by the agent, but this is a relatively minor detail.\n\nThe summary demonstrates strong coherence, moving smoothly from one point to the next while maintaining focus on the key aspects of the interaction.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "21b0ea32-fc29-40f8-9649-d1c5aade7780",
    "train_trial_index": 0,
    "predicted_text": "The employee, #####, contacted the CIO Service Desk regarding a password reset request.  They had previously called and been told a mail would be sent to their manager, but the manager hadn't received anything.  The helpdesk agent confirmed the employee's details and put them on hold multiple times to investigate.  The agent eventually explained that the request was sent to a specific manager (whose name they couldn't disclose) and needed that manager's approval.  The employee reiterated their manager hadn't received any request. The agent insisted they must wait for the manager's approval or, if not received within 48 hours, the ticket would be reassigned to local tech support. The employee expressed concern about the weekend delay impacting their Monday start, but the agent ended the call advising them to wait for their management team's update.  The beginning of the call also mentions high call volume due to performance issues and a \"gone fishing\" error page.\n",
    "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: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, press 1 to speak to a live agent or use the site's self-help options.  If you are not passwordless, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with my key.  when users attempt to log in They are directed to gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting other callers.\nSpeaker 3: Hi, this is CIO Service Desk.  Can I have your employee number?\nSpeaker 4: Hi.  It's ########.\nSpeaker 3: Thank you.  And also, please confirm your phone number.\nSpeaker 4: It's ############.\nSpeaker 3: Thank you.  And also, please confirm your enterprise ID.\nSpeaker 4: It's ######################.\nSpeaker 3: Thank you.  So what do you say, #####?  How can I help you today?\nSpeaker 4: Hi.  I had earlier called regarding resetting my password.  And they had asked me that.  I mean, they had told me that they would be sending a mail to my manager.  But my manager said that he hasn't received any mail.  So I just wanted to check on that.\nSpeaker 3: Regarding this one, I don't apologize for this inconvenience, but since you've already sent a request to your manager, but as of this moment, your manager didn't receive any request, am I correct?\nSpeaker 4: Yes.\nSpeaker 3: Okay.  So regarding this one, can I put a call on hold for about two to three minutes?  I need to check my resources regarding this one.\nSpeaker 4: Okay.  Sure.  Yeah.\nSpeaker 3: Thank you.  Please stay on the line.\nSpeaker 4: Okay.\nSpeaker 3: Thank you for patiently waiting on the line, #####.  Okay, regarding this one, #####, I'm still waiting for advice from our support regarding this one.  We'll be putting the colonel again for about two to three minutes.\nSpeaker 4: Okay, sure.\nSpeaker 3: Thank you.  Please stay on the line.\nSpeaker 4: Okay.\nSpeaker 3: Okay, thank you for patiently waiting on the line, #####.  Okay, regarding this one, #####, as per checking.  The request that we sent to your manager was not yet approved by the specific manager.  So for this one, we need to wait for this manager to approve your request.  And once he approves the request, he will reach out and then he will provide you the incident number.\nSpeaker 4: Yeah, but my manager said that he hasn't received any requests.  I just wanted to check.  He also asked me to give his email ID to you guys.\nSpeaker 3: OK.  Regarding this one, #####, we sent a request to a specific manager.  If your manager cannot receive the request, then give me one moment.  OK.  Regarding this one, #####, we cannot provide you the exact name of the manager, the manager that we sent the request.  And for this one, we need to wait for your manager to approve this request.  Because we send a specific request to a specific manager also.  So we need to wait for this one.  And once your manager will not approve the request within 48 hours, then we need to reassign your ticket to your local tech support, and then your local tech support will be the one that will assist you personally regarding this concern.\nSpeaker 4: Okay.\nSpeaker 3: Okay?\nSpeaker 4: Yeah, because this is over the weekend, and then from Monday I have to start, so...\nSpeaker 3: Yes.  So please wait for the update from your management team.  Thank you and bye for now.\n</call_transcript>\n<summary>\nThe employee, #####, contacted the CIO Service Desk regarding a password reset request.  They had previously called and been told a mail would be sent to their manager, but the manager hadn't received anything.  The helpdesk agent confirmed the employee's details and put them on hold multiple times to investigate.  The agent eventually explained that the request was sent to a specific manager (whose name they couldn't disclose) and needed that manager's approval.  The employee reiterated their manager hadn't received any request. The agent insisted they must wait for the manager's approval or, if not received within 48 hours, the ticket would be reassigned to local tech support. The employee expressed concern about the weekend delay impacting their Monday start, but the agent ended the call advising them to wait for their management team's update.  The beginning of the call also mentions high call volume due to performance issues and a \"gone fishing\" error page.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 reset and the helpdesk agent's responses. It mentions the high call volume and the \"gone fishing\" error page, which is relevant context. The structure is clear and easy to follow, making it coherent. The information is accurate and reflects the conversation accurately. However, it could be slightly more complete by mentioning the specific steps the agent took, such as putting the call on hold to check resources and the final advice given to the employee. 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 employee's password reset issue and the helpdesk agent's response. 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 concern about their manager not receiving the request and the agent's insistence on waiting for the manager's approval. The summary also mentions the high call volume due to performance issues, which is a relevant context.\n\nRegarding completeness, the summary covers the main problem (the employee's password reset issue) and the resolution provided by the helpdesk agent (waiting for the manager's approval or reassigning the ticket to local tech support). However, it could be improved by explicitly stating the employee's concern about the delay impacting their work start on Monday, though this is somewhat implied.\n\nOverall, the summary effectively conveys the key points of the call transcript in a clear and concise manner, with only minor room for improvement in completeness.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately presents the main issue (password reset request and manager approval problem)\n2. Includes relevant context about system issues mentioned at the start\n3. Maintains chronological flow of the conversation\n4. Captures the back-and-forth between agent and employee about the manager not receiving the request\n5. Includes important details about the 48-hour timeline and local tech support escalation\n6. Notes the employee's concern about Monday start\n\nHowever, there are minor areas for improvement:\n- Could be slightly more concise by removing some redundant details\n- The opening system message about passwordless accounts wasn't included, though it's arguably not crucial\n- Could better emphasize the disconnect between the agent's insistence about waiting for approval and the employee's repeated concern about their manager not receiving anything\n\nOverall, the summary is comprehensive, accurate, and well-structured, with only minor shortcomings.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "4f613b43-abd5-4204-bcdd-c7479f183e2d",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee, #####, called the IT helpdesk to reset their password, which was reported as incorrect despite being newly provided.  The employee had already opened a ticket and was initially told a manager needed to authorize the reset. However, there was confusion about which manager was responsible, as the employee's manager hadn't received an authorization request.  The helpdesk agent, Algen, informed ##### that based on the initial ticket notes, it appeared ##### had opted to visit the local office for assistance.  The ticket was assigned to the local team, who would verify #####'s identity and reset the password.  Since it was Friday, ##### planned to visit the office on Monday.  There was a discrepancy between what ##### recalled agreeing to and what was noted on the ticket regarding visiting the local office.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1527.0,
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business, 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>\nAn Accenture employee, #####, called the IT helpdesk to reset their password, which was reported as incorrect despite being newly provided.  The employee had already opened a ticket and was initially told a manager needed to authorize the reset. However, there was confusion about which manager was responsible, as the employee's manager hadn't received an authorization request.  The helpdesk agent, Algen, informed ##### that based on the initial ticket notes, it appeared ##### had opted to visit the local office for assistance.  The ticket was assigned to the local team, who would verify #####'s identity and reset the password.  Since it was Friday, ##### planned to visit the office on Monday.  There was a discrepancy between what ##### recalled agreeing to and what was noted on the ticket regarding visiting the local office.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 reset, the confusion about manager authorization, and the plan to visit the local office. It is relevant as it focuses on the main topic of the call. The structure and flow are clear, making it easy to understand. The information is accurate and matches the details in the transcript. However, the summary could be slightly more complete by mentioning the employee's frustration with not being contacted within an hour as promised. 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 reset issue and the resolution provided by the helpdesk agent. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the employee's initial issue, the confusion about the manager's authorization, and the resolution to visit the local office. The summary also highlights the discrepancy between what the employee recalled agreeing to and what was noted on the ticket.\n\nThe summary is mostly complete, covering the main problems and resolutions discussed in the call transcript. However, it does not mention the employee's initial attempt to reset their password and the error message they received, which is a minor detail but still relevant to the issue.\n\nOverall, the summary is well-written, accurate, and effectively conveys the main points of the call transcript.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Main issue: Password reset problem\n2. Context: New employee trying to create profile\n3. Confusion points: Manager authorization and local office visit\n4. Resolution path: Need to visit local office\n5. Next steps: Employee will visit Monday\n\nThe summary is concise while maintaining essential details. It's coherent, following a logical flow from problem to resolution. The information is accurate, correctly noting the discrepancy between the employee's recollection and ticket notes regarding the local office visit. It's relevant, focusing on the core issue and resolution path.\n\nMinor improvement could be made by mentioning that the initial password was provided but wasn't working, and that the employee hadn't heard back within the promised hour. However, these are secondary details, and their omission doesn't significantly impact the summary's quality.\n\nThe summary effectively balances brevity with completeness while maintaining accuracy and coherence.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "d2df77c7-e3e4-4a53-812f-8f712baa4e2e",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk regarding a persistent issue downloading an internal Excel file embedded within a PowerPoint presentation from the Knowledge Exchange.  The employee explained they receive a security notice stating macros are disabled by the Enterprise Administrator, despite the file being a legitimate internal document used for seven years.  The IT support agent, after confirming the employee's details, requested a screenshot of the error message via Teams.  The agent then placed the employee on hold multiple times to consult with level two support.  The issue seemed unique to this employee, as colleagues did not experience the same problem.  Finally, the agent initiated a remote session to further troubleshoot the issue, allowing the employee to continue working while the agent investigated.\n",
    "base64_images": [],
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      "call_summarization_score": 0.8518518518518517
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For MyLearning Support, press 3.  For AEH Applications such as Arc, MyWizard SI, MyWizard Governance, You can also resolve many issues online via techsupport.accenture.com.  For technology and business application support, press 1.  For mobile communication support, press 2.  For technology and business application support, press 1.  For mobile, please enter your 8-digit personnel number so we can locate your details.\nSpeaker 2: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to the VON phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 1: All agents are currently assisting at...\nSpeaker 3: Hi, this is ####### from CIO.  May I have your personal number, please?\nSpeaker 4: Sure.  It's #########.\nSpeaker 3: ########, is that correct?\nSpeaker 4: Yes.\nSpeaker 3: How about your Accenture email address?\nSpeaker 4: It's #############.\nSpeaker 3: And actually, how about your callback number?\nSpeaker 4: Well, my regular phone number is ############. we have to, like, shut my PC down or something, I won't receive calls.  And in that case, my mobile number is ############.\nSpeaker 3: Sorry, I'm sorry, ############.  Is that correct?  ############.  Got it.  Thank you for that, #####.  How can I help you today?\nSpeaker 4: I'm calling because I keep having problems.  There's a file.  It's an internal Accenture file from the Knowledge Exchange.  I'm trying to download.  It's embedded in a PowerPoint file, and I need to enable the macros.  And every time I try to download it, I keep receiving a Microsoft Excel security notice.  It says Microsoft Office has identified a potential security concern.  Macros in this document have been disabled by your Enterprise Administrator for security reasons.  And it says macros in this document have been disabled by your Enterprise Administrator for security reasons.  And the only option is to disable macros.  But I don't want that.  I want to enable the macros.  And I'll just clarify again.  This is an internal Excel file from the Knowledge Exchange.  It's not an external or corrupted file.\nSpeaker 3: I see.  My apologies for the inconvenience there, actually, but since you got on the line, I'll try my best to help you out with that specific concern.  So, is it possible if I can ping you on Teams and then you can send me the screenshot of the error for me to reference?  Yeah, sure.\nSpeaker 4: Of course.\nSpeaker 3: All right.  One moment.  Let me just ping you on Teams.  Is it the first time that it happened?\nSpeaker 4: No, it happens every single time I use this file, and I've been using it for about seven years.  So, let me get a screenshot.\nSpeaker 3: All right.\nSpeaker 4: So, in the screenshot, I've already gone into the Excel file.  I mean, I'm sorry, the PowerPoint file, and the Excel file is embedded in there, and you double-click on it to download it.  And then when I do that, that's when it keeps coming up with this error message, and the file won't work unless I can enable the macros.  All right.\nSpeaker 3: Let me check.  So every time you download it, I mean, download any file, it appears.\nSpeaker 4: Well, not any file, just this one.\nSpeaker 3: Oh, okay then.  Let me double check on this one.  Can I please hold on for 10 minutes?  Yeah, sure.  Go ahead.  Thanks.  I don't know, #####.  I'm still checking this one with our level two support.  Is it okay if I keep it to hold for today?  Yes.  Thank you.  Hello, #####.  Thank you for patiently waiting.  I may ask, are you the only one who is getting this specific error when you try to download it or your colleagues as well?\nSpeaker 4: Yeah, just me.  I mean, there are hundreds of users throughout the world, and even on my team, we have 100 people, and I'm the only one that seems to receive this error consistently.  And even when there are updates to this file, I'm the only one that still has this error.\nSpeaker 3: All right.  Let me double check here.  Is it okay, #####, if I will initiate a remote session, and then we can continue to that one.  I will further troubleshoot this one from our support.  Okay.  Thank you so much.  just go to your browser and then access this website, 123rescue.com.  It will ask you for a code, but I'm still generating that one for you, so just one moment here.  Okay, I'm just generating it.  Let me just fill out the information first.  There you go.  The code is ######.  Okay.  Then download the applet, please.  Then once it's downloaded, kindly, all right.  It seems like you already have it open, so I'll just connect.  All right.  Kindly click OK from your end.  All right.  OK.  So with this one, #####, we can continue here on the remote session.  We can communicate on this chat, and then I'll further check with our level to support for the troubleshooting.  So with that one, we can end the call and then continue here.  Is that OK?\nSpeaker 4: Can I still continue to work or do I need to wait?\nSpeaker 3: I will just ping you on here on the chat whenever I needed to navigate.  Like this one.\nSpeaker 4: Okay, so I can continue to work.\nSpeaker 3: Yes, but I'll make sure to check my thing here for me to be able to navigate if you're working something.  Okay.\nSpeaker 4: Okay.  And this one you see right now, this is there.\nSpeaker 3: Yes.  All right.  Okay.  So, yeah, we're going to connect the call from here.  Thank you.\nSpeaker 4: Thank you.  Bye bye.\nSpeaker 3: Bye.\n</call_transcript>\n<summary>\nAn Accenture employee called the IT helpdesk regarding a persistent issue downloading an internal Excel file embedded within a PowerPoint presentation from the Knowledge Exchange.  The employee explained they receive a security notice stating macros are disabled by the Enterprise Administrator, despite the file being a legitimate internal document used for seven years.  The IT support agent, after confirming the employee's details, requested a screenshot of the error message via Teams.  The agent then placed the employee on hold multiple times to consult with level two support.  The issue seemed unique to this employee, as colleagues did not experience the same problem.  Finally, the agent initiated a remote session to further troubleshoot the issue, allowing the employee to continue working while the agent investigated.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 Excel file, the security notice, and the steps taken by the IT support agent. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are clear, making it easy to follow. The information is accurate, reflecting the key details from the transcript. However, it misses some minor details, such as the employee's concern about being the only one facing the issue and the specific steps for the remote session. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and steps taken during the call while keeping the length brief. The information presented is relevant to the main topic, focusing on the employee's issue with downloading an internal Excel file and the IT support 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 presented matching the details in the call transcript. However, the summary could be improved in terms of completeness. While it mentions the initiation of a remote session to further troubleshoot the issue, it does not provide a clear resolution or outcome. Despite this, the summary provides a fair description of the main problem and the steps taken to address it.\n\nOverall, the summary is well-written and effectively conveys the main points of the call transcript.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core issue - problems enabling macros in an internal Excel file embedded in PowerPoint. It accurately describes the context, the security notice received, and the uniqueness of the issue to this specific employee. The chronological flow of events is well-maintained, from initial problem description through the support agent's actions.\n\nKey relevant details are included: the file's internal nature, seven-year usage history, and that colleagues don't experience the same issue. The resolution process, including screenshot request and remote session setup, is accurately captured.\n\nThe summary is concise yet comprehensive, avoiding unnecessary technical jargon while maintaining important context. It maintains coherence by presenting information in a logical sequence.\n\nHowever, it could have mentioned that this was specifically related to macro enablement for functionality, rather than just downloading, and that the file was consistently causing this issue rather than it being an intermittent problem.\n\nOverall, the summary achieves its main objectives with minor omissions that don't significantly impact its quality.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "b39cf50e-e148-46f7-93ce-9de3620bcd3b",
    "train_trial_index": 0,
    "predicted_text": "##### called the IT helpdesk because their MacBook was showing as compliant in the company's device management portal, but they were unable to log into Teams or Outlook due to a non-compliance error.  The issue began approximately six hours prior to the call.  The helpdesk agent, #####, confirmed the device showed as compliant on their end as well.  After some initial troubleshooting, the agent initiated a remote session using 123rescue.com to further investigate and remediate the issue.  The agent then began troubleshooting remotely, telling ##### they would be contacted again once the process was complete or if further information was needed.\n",
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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 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##### called the IT helpdesk because their MacBook was showing as compliant in the company's device management portal, but they were unable to log into Teams or Outlook due to a non-compliance error.  The issue began approximately six hours prior to the call.  The helpdesk agent, #####, confirmed the device showed as compliant on their end as well.  After some initial troubleshooting, the agent initiated a remote session using 123rescue.com to further investigate and remediate the issue.  The agent then began troubleshooting remotely, telling ##### they would be contacted again once the process was complete or if further information was needed.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with the MacBook's compliance status and the inability to log into Teams and Outlook. It mentions the initial troubleshooting steps and the initiation of a remote session, which are relevant to the main topic. The structure and flow are clear, making it easy to understand. The information is accurate and matches the details in the transcript. However, the summary could be slightly more complete by mentioning the specific error messages received and the fact that the user had to close all open windows for the troubleshooting to proceed. 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 issue and steps taken during the call. It is relevant to the topic, focusing on the technical issue and troubleshooting process. The structure is coherent, making it easy to follow and understand. The information presented is accurate, aligning with the details in the call transcript. However, the summary could be considered incomplete as it does not mention the initial automated message about performance issues with \"my key\" and the \"gone fishing page,\" which might be relevant context for understanding the situation, although it does not directly impact the resolution of the caller's issue. Despite this, the summary covers the primary concern and the steps taken to address it.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the core issue (compliance-related login problems with Teams/Outlook despite device showing as compliant) and the basic flow of the support interaction. It's concise while including essential details like the timing of the issue (6 hours prior) and the specific applications affected. The summary maintains coherence by presenting events in chronological order and clearly connects the problem to the resolution steps initiated. It's accurate in its representation of the conversation and doesn't include any incorrect information. However, it could have mentioned that the issue initially appeared to only affect Teams before the user realized Outlook was also impacted, which would have provided slightly better completeness. The resolution part is appropriately open-ended since the call ended with ongoing remote troubleshooting. The summary successfully balances brevity with informativeness, making it a highly effective summary of the support interaction.",
        "claude_score": 9.0
      }
    }
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    "instance_id": "1eea85f8-c776-41b3-8d25-8a816ff20795",
    "train_trial_index": 0,
    "predicted_text": "###### called the IT helpdesk to set up Microsoft Word, Teams, and other applications on their Accenture phone. They were having trouble with MFA authentication, encountering an error loop between the Authenticator app and Edge. The IT support agent, ######, guided ###### through uninstalling and reinstalling the Authenticator app.  They then provided a link to generate a temporary access pass, which ###### used to successfully add their work account to the reinstalled Authenticator app.  After this, ###### was able to access Outlook and Teams on their phone. The agent closed the ticket and requested ###### complete a feedback survey.\n",
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      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.\nSpeaker 2: For Video Conferencing, 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###### called the IT helpdesk to set up Microsoft Word, Teams, and other applications on their Accenture phone. They were having trouble with MFA authentication, encountering an error loop between the Authenticator app and Edge. The IT support agent, ######, guided ###### through uninstalling and reinstalling the Authenticator app.  They then provided a link to generate a temporary access pass, which ###### used to successfully add their work account to the reinstalled Authenticator app.  After this, ###### was able to access Outlook and Teams on their phone. The agent closed the ticket and requested ###### complete a feedback survey.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 MFA authentication and the steps taken to resolve it. It is relevant, sticking to the main topic of setting up applications on the Accenture phone. The structure and flow are clear, making it easy to follow. The information is accurate, reflecting the key actions and outcomes from the call transcript. However, it misses some minor details, such as the initial high call volume and the specific steps taken during the troubleshooting process, which could provide a more complete picture.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the caller's issue with setting up Microsoft Word, Teams, and other applications on their Accenture phone. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the caller's problem, the steps taken by the IT support agent, and the resolution of the issue. 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 loop and the steps taken to resolve it. Additionally, some minor details, such as the agent's request for feedback, could be omitted to make the summary even more concise.\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 initial problem (setting up Microsoft apps on Accenture phone with MFA issues)\n2. Accurately describes the solution process (uninstalling/reinstalling Authenticator, using temporary access pass)\n3. Notes the successful resolution (access to Outlook and Teams)\n4. Mentions the call conclusion (ticket closure and survey request)\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining the essential flow of events. It's coherent, presenting information in a logical sequence that's easy to follow. The information is accurate, matching the transcript's content without any misrepresentations. In terms of completeness, it covers both the problem and resolution effectively.\n\nMinor improvement could be made by mentioning the initial system-wide MyT issues announced at the call's start, though this wasn't directly relevant to the caller's specific issue.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "b9bd9460-9b7a-470e-a766-7979113c475e",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the CIO Service Desk to reset their password, as they were locked out of their machine after entering an incorrect PIN.  They had previously called and received a temporary password, but still couldn't access their machine. The helpdesk agent suggested resetting the password via the MyID website, but the employee stated they were locked out and couldn't access it.  The agent then attempted to verify the employee's identity by asking for their personal number, office location, and start date. The employee struggled to recall their exact start date, hindering the verification process.  Despite the employee's request to escalate the call or use alternative verification methods like a callback, the agent insisted on the start date.  Finally, the employee decided to contact HR for their start date, and the agent agreed to call back for verification using the employee's phone number.\n",
    "base64_images": [],
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      "num_output_tokens": 0.0,
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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...\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>\nAn Accenture employee called the CIO Service Desk to reset their password, as they were locked out of their machine after entering an incorrect PIN.  They had previously called and received a temporary password, but still couldn't access their machine. The helpdesk agent suggested resetting the password via the MyID website, but the employee stated they were locked out and couldn't access it.  The agent then attempted to verify the employee's identity by asking for their personal number, office location, and start date. The employee struggled to recall their exact start date, hindering the verification process.  Despite the employee's request to escalate the call or use alternative verification methods like a callback, the agent insisted on the start date.  Finally, the employee decided to contact HR for their start date, and the agent agreed to call back for verification using the employee's phone number.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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, the steps taken by the helpdesk agent, and the verification process. It is relevant to the main topic and maintains coherence with a clear structure and flow. However, it misses some details, such as the initial steps the employee took before calling and the specific error messages mentioned. The summary is accurate but could be more complete by including these additional details. Overall, it provides a fair description of the main problems and resolutions but lacks some depth.",
        "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 verification process. The summary has a clear structure, making it easy to follow and understand, thus achieving coherence. The information presented is factually correct, ensuring accuracy. However, the summary could be improved in terms of completeness. While it covers the main problems and the initial attempts at resolution, it glosses over some details, such as the employee's suggestion to use an alternate verification method involving a supervisor or lead, and the agent's insistence on the start date. Despite this, the summary provides a fair description of the main concerns and the eventual resolution.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Context: Employee locked out after incorrect PIN entry\n2. Previous actions: Already received temporary password\n3. Attempted solution: MyID website suggestion\n4. Verification challenges: Personal number and location verified, but start date issue\n5. Resolution attempt: Agreement to use callback verification\n\nThe summary is concise while maintaining essential details, has good flow, and accurately represents the conversation's progression. It's relevant, focusing on the password reset issue and verification process. The information is factually accurate and maintains chronological order.\n\nMinor improvements could include:\n- Mentioning that the employee was passwordless\n- Noting that the authenticator wasn't fully set up (agent's discovery)\n- Clarifying that the agent initially suggested visiting local office/PeopleLine before agreeing to callback\n\nOverall, while these details could enhance completeness, the summary effectively captures the main interaction and resolution path.",
        "claude_score": 8.0
      }
    }
  },
  {
    "instance_id": "01d4972a-6295-4106-9e47-8787ff8dd3fd",
    "train_trial_index": 0,
    "predicted_text": "The caller contacted IT support because they couldn't access their account despite receiving their password on Thursday.  They provided their employee ID to the support agent, who confirmed their details. The caller clarified the error message indicated their access was blocked due to insufficient information.  They tried accessing the account via their personal laptop, mobile phone, and the Workday app, all unsuccessfully. The agent explained that accessing Accenture accounts on personal devices is against company policy.  The caller understood and will try again once they receive their Accenture laptop.\n",
    "base64_images": [],
    "stats": {
      "num_prompt_tokens": 1191.0,
      "num_output_tokens": 0.0,
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      "call_summarization_score": 0.8888888888888888
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    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: Para soporte de acceso y contrase\u00f1a, presione cero.\nSpeaker 2: Para soporte de aplicaciones, technology.\nSpeaker 3: Para verificar si tu cuenta fue migrada a passwordless, por favor ingresa a https://go.passwordless.com/.go.  passwordless.  Si eres passwordless, presiona uno para hablar con un agente o utiliza las opciones de autoayuda del sitio.\nSpeaker 4: Si no eres passwordless a\u00fan, Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.  All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find solutions to many issues and other ways to contact us on techsupport.accenture.com.\nSpeaker 2: Hello?  Sorry, we couldn't speak Spanish.  Do you speak English?\nSpeaker 1: Just a moment, please.\nSpeaker 2: Okay.\nSpeaker 1: Hello?  Hello?\nSpeaker 2: Yes.\nSpeaker 1: Okay, I'm calling you because on Thursday, I obtained my password by speaking with your partner but now I'm trying to access to my account and I don't have permission so I would like to know what I have to do.\nSpeaker 2: OK, can you please tell me your employee number?\nSpeaker 1: OK, a moment, please.\nSpeaker 2: If you know your incident number, you can tell me that incident number also.\nSpeaker 1: Yeah, I'm looking for it.  OK.  One.\nSpeaker 2: This is your employee ID?\nSpeaker 1: Yes, yes, this is my employee ID.\nSpeaker 2: OK, ###.\nSpeaker 1: ##########.  OK.\nSpeaker 2: OK, just allow me one minute.  Let me check your details.  All right.  All right, could you please tell me your complete name?\nSpeaker 1: ####################.\nSpeaker 2: Okay, all right.  Right, #####, I got your details.  Let me check.  Okay, so you told me that on Thursday you got your password.\nSpeaker 1: Yes, on Thursday I got my password, and I tried to access my account, but I'm not allowed.  If you want, I can tell you what message I received.\nSpeaker 2: Yeah, tell me what message.  OK.\nSpeaker 1: OK, a moment, please.  OK, it's in Spanish, but it doesn't matter.  Oh, a moment.  OK, it said that my access is blocked.  Nowadays, it is not possible to obtain information, and the organization needs this information to get to your account.\nSpeaker 2: Okay, all right.  All right, #####, I got your issue.  I really apologize for the inconvenience, so just allow me one minute.  Let me check your details, okay?\nSpeaker 1: Okay, thank you.\nSpeaker 2: Thank you.  OK.  #####, just allow me one minute.  I'm still checking your details, OK?  Just one minute.\nSpeaker 1: OK.  No worry.\nSpeaker 2: ##### you are getting the error like your sign-in was successful but does not meet the criteria just like this.\nSpeaker 1: could you repeat please?\nSpeaker 2: your sign-in was successful but doesn't meet the criteria.\nSpeaker 1: so what I have to do?\nSpeaker 2: So you're getting this?\nSpeaker 1: Yes.  It said that the program doesn't have enough information, so it doesn't allow me to get into my account.  It is what the message says.\nSpeaker 2: Okay, so ##### you are trying to log in into your laptop or you are trying to log in to your Teams or email?\nSpeaker 1: I I have.  I have tried both but With my laptop with my mobile phone By with the app with the app workday, but It doesn't allow me in anyways.\nSpeaker 2: Okay, okay.  So are you able to log in into your laptop?\nSpeaker 1: No.\nSpeaker 2: Okay, okay.  Accenture laptop or it's a non Accenture laptop?\nSpeaker 1: No, it's my personal laptop because I haven't received nothing.  yet so i i'm working with my laptop and it doesn't allow me.\nSpeaker 2: okay so if you're not using your Accenture laptop so you are not able to use your teams and email on your personal laptop because as for the Accenture policy you are not allowed to use your Accenture accounts.\nSpeaker 1: Okay, so until I don't have my Accenture laptop, I'm not able to use this email, no?\nSpeaker 2: Yes, yes.  So have you checked with your manager?  So you will reveal...\nSpeaker 1: Okay, so... Okay, I'll try it when I get my laptop.  So, thank you.\n</call_transcript>\n<summary>\nThe caller contacted IT support because they couldn't access their account despite receiving their password on Thursday.  They provided their employee ID to the support agent, who confirmed their details. The caller clarified the error message indicated their access was blocked due to insufficient information.  They tried accessing the account via their personal laptop, mobile phone, and the Workday app, all unsuccessfully. The agent explained that accessing Accenture accounts on personal devices is against company policy.  The caller understood and will try again once they receive their Accenture laptop.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 account access, the provision of their employee ID, the error message received, and the explanation about company policy regarding personal devices. The information is relevant and directly related to the main topic of the call. The summary is coherent, with a clear structure and logical flow of ideas. It accurately reflects the details discussed in the call without any misleading information. However, it misses some minor details, such as the caller's attempt to provide the error message in Spanish and the agent's repeated checks of the caller's details. Overall, the summary provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the caller's issue with accessing their account and the resolution provided by the support 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 caller's issue, the error message they received, and the support agent's explanation of the company policy. 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 support agent's suggestion to check with the caller's manager, but this is a minor point and does not detract from the overall quality of the summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the interaction:\n1. Main issue: Unable to access account despite having password\n2. Process: Caller provided employee ID and details were verified\n3. Problem details: Error message about blocked access/insufficient information\n4. Attempted solutions: Tried accessing via personal laptop, phone, and Workday app\n5. Resolution: Learned that Accenture policy prohibits accessing accounts on personal devices\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without including unnecessary details. It follows a logical flow from problem identification to resolution. The information presented is accurate to the transcript and doesn't include any misrepresentations. The summary effectively captures both the user's concern and the ultimate resolution (waiting for Accenture laptop).\n\nMinor improvement could be made by mentioning that the caller was initially speaking Spanish and needed to switch to English, as this contextual information might be relevant for future reference.",
        "claude_score": 9.0
      }
    }
  },
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    "predicted_text": "An Accenture employee, ####, contacted IT support after being locked out of their account for 24 hours following a name and enterprise ID change.  This was their eighth call attempting to resolve the issue. They needed a temporary password to enable phone sign-in via Microsoft Authenticator.  The support agent, ########, confirmed their details and located the incident. After several holds and verifications, the agent provided a temporary password.  #### successfully logged in and enabled phone sign-in. The agent advised a potential 30-minute delay for access to be restored on their laptop due to replication time, but mobile access should be immediate. A ticket was logged and the call concluded.\n",
    "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...\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>\nAn Accenture employee, ####, contacted IT support after being locked out of their account for 24 hours following a name and enterprise ID change.  This was their eighth call attempting to resolve the issue. They needed a temporary password to enable phone sign-in via Microsoft Authenticator.  The support agent, ########, confirmed their details and located the incident. After several holds and verifications, the agent provided a temporary password.  #### successfully logged in and enabled phone sign-in. The agent advised a potential 30-minute delay for access to be restored on their laptop due to replication time, but mobile access should be immediate. A ticket was logged and the call concluded.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 support agent, and the resolution. It is relevant, focusing on the main topic of the call without extraneous details. The structure and flow are clear, making it easy to understand. The information is accurate, reflecting the key details from the transcript. However, it misses some minor details such as the high call volume mentioned at the beginning and the specific verification steps taken by the agent. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the main topic of the employee's account lockout and the resolution process. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly states the employee's issue, the support agent's actions, and the resolution. The information presented is factually correct and does not contain any false or misleading information.\n\nThe summary is also complete, providing a fair description of the main problem and resolution. It mentions the employee's multiple attempts to resolve the issue, the support agent's efforts to verify their details and provide a temporary password, and the successful resolution of the issue.\n\nOverall, 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: Employee locked out after name/ID change\n2. Situation: 8th support call, 24-hour lockout\n3. Problem: Needed temporary password for Authenticator\n4. Resolution: Agent provided password and enabled phone sign-in\n5. Follow-up: 30-minute replication time warning\n\nThe summary is concise yet comprehensive, maintaining relevance throughout without unnecessary details. It follows a logical flow from problem to resolution. The information accurately reflects the transcript's content, including specific details like the replication time warning and mobile access availability. It successfully captures both the user's frustration (8 calls, 24-hour lockout) and the eventual resolution.\n\nMinor improvement could include mentioning that the user's Accenture applications weren't working across multiple devices (laptop, iPad, iPhone, Mac), which emphasizes the scope of the issue. However, this doesn't significantly impact the summary's overall quality.",
        "claude_score": 9.0
      }
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    "train_trial_index": 0,
    "predicted_text": "The employee called the IT helpdesk because they received a notification that their Microsoft 365 license would be deactivated soon, despite recently regaining access to their Accenture accounts after a tech shutdown.  The IT support agent remotely connected to the employee's computer and confirmed the issue.  The solution required the employee to submit a request for an Office 365 license renewal through an internal system, requiring approval from their manager or HR partner.  Once approved, the license would be reinstated within 24 hours, resolving the impending deactivation issue. The agent then marked the ticket as resolved.\n",
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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>\nThe employee called the IT helpdesk because they received a notification that their Microsoft 365 license would be deactivated soon, despite recently regaining access to their Accenture accounts after a tech shutdown.  The IT support agent remotely connected to the employee's computer and confirmed the issue.  The solution required the employee to submit a request for an Office 365 license renewal through an internal system, requiring approval from their manager or HR partner.  Once approved, the license would be reinstated within 24 hours, resolving the impending deactivation issue. The agent then marked the ticket as resolved.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 Microsoft 365 license deactivation and the steps taken to resolve it. The information is relevant and focuses on the main topic of the call. The summary is coherent, with a clear structure and flow of ideas that make it easy to understand. The accuracy of the summary is high, as it correctly describes the issue, the remote connection, the need for a license renewal request, and the approval process. However, it omits some minor details, such as the specific website used for the remote session and the exact steps the employee had to follow. Overall, the summary provides a fair description of the main problems and resolutions based on the original call transcript.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main issue and resolution within a brief length. It remains relevant to the topic, focusing on the employee's Microsoft 365 license deactivation issue and the steps taken to resolve it. The structure is coherent, making it easy to follow the sequence of events and understand the solution provided. The information presented is accurate, aligning with the details from the call transcript. The summary also captures the main problem and its resolution, including the necessary steps for the employee to renew their license and the expected outcome, thus scoring well on completeness. Overall, the summary effectively distills the essential information from the call transcript into a clear and concise narrative.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clear problem statement: MS365 license deactivation warning after tech shutdown\n2. Process followed: Remote connection to verify issue\n3. Solution provided: Submit license renewal request\n4. Resolution timeline: 24-hour replication period\n5. Final outcome: Ticket marked as resolved\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while maintaining all crucial information. It's well-structured, flowing logically from problem to solution. The information is accurate, matching the transcript's content without any misrepresentations. It maintains coherence by presenting events in chronological order.\n\nMinor improvement could be mentioning the specific platform used (123rescue.com) for remote connection, but this detail isn't crucial to understanding the core issue and resolution.\n\nThe summary successfully balances brevity with completeness, making it highly effective for documentation purposes.",
        "claude_score": 9.0
      }
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    "predicted_text": "The caller contacted the Accenture IT Service Desk needing help with ServiceNow.  After navigating the initial automated system and a brief hold, the caller (employee ID #####) connected with support agent ####.  The caller confirmed their contact information and explained they had two questions regarding ServiceNow, the first being how to create a new group.  The agent requested the ServiceNow link, which the caller provided via Teams.  There was a brief confusion where the agent seemed to mistake the call as related to a client issue, but the misunderstanding was quickly cleared.  The agent ultimately decided to create a ticket to address the caller's ServiceNow questions.\n",
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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.\nSpeaker 2: For Mobile Communication, please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi, we are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone fishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold.  If you would prefer not to wait, you can find...\nSpeaker 4: Hello, thank you for calling Service Desk.  This is ####.  Can I have the employee ID number, please?\nSpeaker 5: So, it's # as in #####, ########.  I think that's right.\nSpeaker 4: Thank you so much for that.  So, may I confirm?  It's #####.  ###, is that right?  That's correct.  Thank you so much for confirming.  And also, can you please provide to me your Accenture email address?\nSpeaker 5: ########## at Accenture dot com.\nSpeaker 4: Thank you.  And may I ask also for your callback number?  ############.  Perfect.  Thank you so much.  So, it's #####.  How can I assist you today?  I'm calling about ServiceNow.\nSpeaker 5: Are you familiar with, am I calling the right number for ServiceNow to get some help with ServiceNow?\nSpeaker 4: Yes, definitely.  We can try and check our phone here in our end.\nSpeaker 5: Okay.  I have two questions.  I need to create a new group of ServiceNow, and I want to know how do I create a new group?\nSpeaker 4: I see.  So are you going to apologize as well for the inconvenience it cost you, #####?  But no worries, since you got me on the phone, I'll try my best to assist you on this, okay?  Mm-hmm.  So just to make sure first that I have your concern right, you're calling in since you need assistance on creating a new group on the service now, is that right?\nSpeaker 5: Yes, that's one of the questions.\nSpeaker 4: I see.  So for this, can you please share me the link for the service now so that I can check as well?\nSpeaker 5: OK.  Happy to now share it to you.\nSpeaker 4: I will ping you right now on Teams.  Just a moment.  OK.  I have pinged you right now on Teams.  Can you please check?\nSpeaker 5: Are you paying me on the extension side?  Okay.\nSpeaker 4: And let me, let me check on this one side just a moment.  And just to make sure, is this a, like, just to make sure, is this, like, a client website?  For ######, right?  Am I not calling ######?  I'm sorry.  This is the Accenture CIO.\nSpeaker 5: All right.  Thank you.\nSpeaker 4: You're welcome.  So I will still create here a ticket and I will tag that as we solve the key.\nSpeaker 5: Thank you.\nSpeaker 4: You're welcome.  Bye bye for now.\n</call_transcript>\n<summary>\nThe caller contacted the Accenture IT Service Desk needing help with ServiceNow.  After navigating the initial automated system and a brief hold, the caller (employee ID #####) connected with support agent ####.  The caller confirmed their contact information and explained they had two questions regarding ServiceNow, the first being how to create a new group.  The agent requested the ServiceNow link, which the caller provided via Teams.  There was a brief confusion where the agent seemed to mistake the call as related to a client issue, but the misunderstanding was quickly cleared.  The agent ultimately decided to create a ticket to address the caller's ServiceNow questions.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 caller's need for help with ServiceNow and the interaction with the support agent. It is relevant, focusing on the key issue of creating a new group in ServiceNow. The summary is coherent, with a clear structure and logical flow of ideas. However, there are minor inaccuracies and omissions. For instance, the summary does not mention the initial automated messages or the high call volume due to performance issues, which are part of the context. Additionally, the summary could have mentioned the agent's apology for the inconvenience and the final resolution of creating a ticket. 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 caller's issue with ServiceNow and the support agent's response. The summary has a clear structure, making it easy to follow and understand, thus demonstrating coherence. \n\nIn terms of accuracy, the summary correctly identifies the caller's issue, the support agent's actions, and the resolution, which involved creating a ticket. However, the summary does not fully address the second question the caller mentioned having, which could impact completeness. Despite this, the summary covers the primary concern and resolution, providing a fair description of the call's main points.\n\nOverall, the summary effectively captures the essence of the call transcript, with only a minor omission regarding the second question's details.",
        "llama_score": 8.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n- Accurately describes the initial contact and authentication process\n- Correctly identifies the caller's main concern about ServiceNow group creation\n- Notes the Teams interaction for link sharing\n- Mentions the brief confusion about client vs. Accenture CIO\n- Concludes with the ticket creation resolution\n\nHowever, there are a few areas where it could improve:\n- Doesn't mention the initial system message about performance issues and \"gone fishing\" page\n- States the caller had \"two questions\" but only mentions one\n- Could be more specific about the final resolution (what kind of ticket was created)\n\nThe summary maintains good coherence, flowing logically from start to finish. It's concise while including relevant details and maintains accuracy throughout. While not perfect in completeness, it captures the essential elements of the interaction effectively.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "b5406843-3674-4593-b460-89210cdc8fc0",
    "train_trial_index": 0,
    "predicted_text": "An employee called the IT helpdesk requesting recording permissions for Microsoft Teams meetings.  The call began with automated menus and a message about high call volume due to ongoing \"my key\" performance issues.  The helpdesk agent had difficulty verifying the employee's information, repeatedly asking for and clarifying the employee number and email address.  The agent also experienced audio issues, with both parties mentioning muffled sound and disconnections.  Eventually, the agent confirmed the employee's identity and understood the request.  The agent provided two links, advising the employee to use the second link for \"Microsoft Teams recording enablement.\"  The employee was told to expect a 24-hour wait time after approval. The call ended with the agent closing the ticket.\n",
    "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 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>\nAn employee called the IT helpdesk requesting recording permissions for Microsoft Teams meetings.  The call began with automated menus and a message about high call volume due to ongoing \"my key\" performance issues.  The helpdesk agent had difficulty verifying the employee's information, repeatedly asking for and clarifying the employee number and email address.  The agent also experienced audio issues, with both parties mentioning muffled sound and disconnections.  Eventually, the agent confirmed the employee's identity and understood the request.  The agent provided two links, advising the employee to use the second link for \"Microsoft Teams recording enablement.\"  The employee was told to expect a 24-hour wait time after approval. The call ended with the agent closing the ticket.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 request for Microsoft Teams recording permissions, the initial automated messages, and the high call volume due to \"my key\" issues. It also mentions the difficulties in verifying the employee's information and the audio issues, which are relevant to the call's context. The summary is coherent and follows a logical structure, making it easy to understand. However, it misses some details, such as the specific steps the agent took to resolve the issue and the exact nature of the links provided. The summary is mostly 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 employee's request for recording permissions in Microsoft Teams and the resolution provided by the helpdesk agent. The summary has a clear structure and flow of ideas, making it coherent and easy to understand.\n\nIn terms of accuracy, the summary correctly reflects the information presented in the call transcript, including the difficulties with verifying the employee's information and the audio issues experienced during the call. The summary also accurately describes the resolution provided by the agent, including the two links and the expected wait time.\n\nThe summary is complete, covering the main problems and resolutions discussed in the call transcript. However, it could be improved by providing more context about the \"my key\" performance issues mentioned at the beginning of the call, as this may be relevant to understanding the overall situation.\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 while maintaining brevity. It accurately describes the flow from initial automated messages through verification challenges to the final resolution. Key points covered include:\n- Context of system issues (my key performance)\n- Authentication difficulties\n- Audio quality problems\n- Main request (Teams recording permissions)\n- Resolution (two links provided, second link recommended)\n- Next steps (24-hour wait after approval)\n\nThe summary is coherent, following a logical chronological order. It's relevant, focusing on the core interaction while including important context about technical difficulties that impacted the call quality. The information is accurate, matching the transcript's content without misrepresentation.\n\nMinor improvement could be made by specifying that the recording was needed for client-related purposes over several weeks (not just a one-time need), but this is a relatively minor detail. Overall, the summary provides a comprehensive overview of the interaction while remaining concise.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "c4f681b9-4fcc-4927-87b9-12f24e8256d8",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the service desk for login assistance with their new laptop. The automated system offered passwordless account options and password reset instructions.  The employee, ######, reached an agent and provided their personal number and email address.  Upon learning the employee, though currently in the US, was from India, the agent explained they needed to contact the India help desk. Due to technical issues, a direct transfer wasn't possible, so the agent provided the India help desk's phone number.\n",
    "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>\nAn Accenture employee called the service desk for login assistance with their new laptop. The automated system offered passwordless account options and password reset instructions.  The employee, ######, reached an agent and provided their personal number and email address.  Upon learning the employee, though currently in the US, was from India, the agent explained they needed to contact the India help desk. Due to technical issues, a direct transfer wasn't possible, so the agent provided the India help desk's phone number.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the employee's issue with logging into their new laptop and the steps taken by the agent. It captures the automated system's options and the agent's instructions to contact the India help desk due to technical issues preventing a direct transfer. \n\nRelevance is high as all the information pertains directly to the main topic of the call. The summary does not include extraneous details.\n\nCoherence is good; the summary has a clear structure and logical flow, making it easy to understand.\n\nAccuracy is also high; the summary correctly reflects the content of the call transcript without any false or misleading information.\n\nCompleteness is mostly achieved, but it could be slightly improved by mentioning the specific issue the employee faced (unable to log into the laptop after arriving in the US). This would provide a fuller picture of the problem.\n\nOverall, the summary is well-done but could be slightly more detailed regarding the specific issue faced by the employee.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's login issue and the agent's resolution. The summary has a clear structure, making it easy to follow and understand, thus achieving coherence. The information presented is factually correct, ensuring accuracy. However, the summary could be considered incomplete as it does not mention the employee's initial attempt to resolve the issue through the automated system or the specific reason for the agent's inability to directly transfer the call (technical issues). Despite this, the summary covers the main concerns 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 interaction:\n1. Conciseness: Efficiently presents the main points without unnecessary details\n2. Relevance: Focuses on the core issue (login assistance) and resolution path\n3. Coherence: Well-structured flow from initial contact through to final resolution\n4. Accuracy: Correctly represents the conversation, including the automated system options, the employee's situation, and the agent's response\n5. Completeness: Covers all major aspects including:\n- Initial automated system options\n- Employee's situation (new arrival in US)\n- Identity verification process\n- Agent's explanation about jurisdiction\n- Final resolution (providing India helpdesk number)\n\nMinor improvement could be made by mentioning that the employee had just arrived that day, which adds context to the situation. Otherwise, the summary effectively balances detail and brevity while maintaining accuracy and relevance.",
        "claude_score": 9.0
      }
    }
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  {
    "instance_id": "a78341ed-f75d-4714-ac8b-dc0dc4582ed1",
    "train_trial_index": 0,
    "predicted_text": "The caller contacted the IT helpdesk regarding trouble logging into Microsoft Teams on their mobile phone. They were using passwordless authentication and the app prompted them to \"send notification\" but weren't receiving one.  The helpdesk requested the caller's employee ID, email address, and callback number while a pre-recorded message played, explaining high call volume due to an ongoing issue with a \"gone phishing\" page redirect. However, during the troubleshooting process, the caller resolved the Teams login issue independently, possibly triggered by the call itself. The helpdesk agent then closed the ticket and informed the caller they would receive a feedback survey via email.\n",
    "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, 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>\nThe caller contacted the IT helpdesk regarding trouble logging into Microsoft Teams on their mobile phone. They were using passwordless authentication and the app prompted them to \"send notification\" but weren't receiving one.  The helpdesk requested the caller's employee ID, email address, and callback number while a pre-recorded message played, explaining high call volume due to an ongoing issue with a \"gone phishing\" page redirect. However, during the troubleshooting process, the caller resolved the Teams login issue independently, possibly triggered by the call itself. The helpdesk agent then closed the ticket and informed the caller they would receive a feedback survey via email.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the issue with logging into Microsoft Teams, the use of passwordless authentication, and the resolution of the problem. It also mentions the pre-recorded message about high call volume and the phishing page issue, which is relevant context. The structure and flow are clear, making it easy to understand. However, there are minor inaccuracies: the summary states the caller wasn't receiving a notification, but the transcript doesn't explicitly confirm this. Additionally, the summary could have mentioned the repeated prompts for the personnel number, which were part of the call experience. Overall, the summary is mostly accurate and complete but could be slightly improved for precision.",
        "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 caller's issue with logging into Microsoft Teams. The structure is coherent, making it easy to follow and understand. The summary is also accurate, correctly representing the events and information from the call transcript. However, it could be improved in terms of completeness by mentioning the initial automated messages and the specific steps the caller took to resolve the issue independently. Despite this, the summary covers the primary concern and 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. Accurately describes the main issue (Teams mobile login problem)\n2. Includes relevant context about passwordless authentication and notification issues\n3. Maintains proper sequence of events (initial problem -> ID verification -> resolution)\n4. Mentions the background system issue (phishing page) from the recorded message\n5. Correctly notes the self-resolution and ticket closure\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while including all crucial information. It maintains coherence by following a logical flow from problem identification to resolution. The information is accurate, matching the transcript without misrepresentation. However, there's a minor structural issue in mentioning the pre-recorded message in the middle of the narrative flow, which slightly disrupts readability. Otherwise, it effectively balances detail and brevity while maintaining accuracy.",
        "claude_score": 9.0
      }
    }
  },
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    "instance_id": "d0b50c3c-c690-4131-bfda-fbe653b2fc87",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee contacted IT support because their Outlook account was disabled.  The employee experienced error 500 when accessing Outlook via Chrome and a disabled account message on the desktop app.  The IT support agent confirmed the employee's contact information and laptop details.  After requesting screenshots of the errors, the agent discovered the employee's email service was not provisioned.  Because the employee belonged to Accenture Federal Services (AFS), the agent advised them to contact the AFS Help Desk to request email service activation, explaining that the standard Accenture process wouldn't work for AFS employees. The ticket was then closed.\n",
    "base64_images": [],
    "stats": {
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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 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>\nAn Accenture employee contacted IT support because their Outlook account was disabled.  The employee experienced error 500 when accessing Outlook via Chrome and a disabled account message on the desktop app.  The IT support agent confirmed the employee's contact information and laptop details.  After requesting screenshots of the errors, the agent discovered the employee's email service was not provisioned.  Because the employee belonged to Accenture Federal Services (AFS), the agent advised them to contact the AFS Help Desk to request email service activation, explaining that the standard Accenture process wouldn't work for AFS employees. The ticket was then closed.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 resolution steps. It is relevant, focusing on the key aspects of the conversation without extraneous details. The structure and flow are coherent, making it easy to follow the sequence of events. The information is accurate, correctly reflecting the details from the transcript. However, it misses some minor details, such as the initial steps the agent took to verify the employee's identity and the specific mention of Teams and OneDrive issues. Overall, it provides a fair description of the main problems and resolutions.",
        "gpt_score": 9.0,
        "llama_reasoning": "The summary provided is concise, effectively conveying the main points of the call transcript in a brief manner. It is also relevant, focusing on the employee's issue with their Outlook account and the IT support agent's resolution. The summary has a clear structure, making it easy to understand and follow, thus achieving coherence. \n\nIn terms of accuracy, the summary correctly states the error messages experienced by the employee, the agent's actions, and the resolution provided. It also accurately explains why the standard Accenture process wouldn't work for the employee due to their affiliation with Accenture Federal Services (AFS).\n\nThe summary is complete, covering the main problem (the disabled Outlook account) and the resolution (contacting the AFS Help Desk to request email service activation). It does not omit any crucial details necessary for understanding the issue and its resolution.\n\nOverall, the summary meets all the criteria effectively, making it a high-quality summary.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Clearly states the initial problem (disabled Outlook account)\n2. Accurately describes the specific errors encountered (error 500 in Chrome, disabled message in desktop app)\n3. Correctly identifies the root cause (email service not provisioned)\n4. Accurately presents the resolution (need to contact AFS Help Desk)\n5. Maintains logical flow and coherence throughout\n\nThe summary is concise yet comprehensive, avoiding unnecessary details while including all crucial information. It accurately reflects the conversation's progression and the ultimate solution. The only minor omission is the context about the employee being in their last two weeks of finding a project, but this detail isn't crucial to understanding the core issue and resolution. The language is clear and professional, making the summary easily understandable for any reader.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "f1944125-f139-442d-8035-7729e39adadf",
    "train_trial_index": 0,
    "predicted_text": "An employee called their company's IT helpdesk regarding an issue with accessing a client's Outlook application through a remote desktop connection.  While the employee's own Accenture Outlook worked fine, they received an error message upon opening Outlook within the remote desktop environment, preventing them from sending or receiving emails.  The helpdesk agent confirmed the issue was isolated to the remote desktop connection and, after consulting with their support team, advised the employee to contact the client's IT helpdesk directly, as they lacked the necessary administrative access to troubleshoot the problem. A ticket was created to document the issue.\n",
    "base64_images": [],
    "stats": {
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      "call_summarization_score": 0.8888888888888888
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For video conferencing services such as Teams Rooms, Surface.  For Technology and Business Application Support, press 1.  For Mobile Communication Support, press 2.\nSpeaker 2: Please enter your eight-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to a gone phishing page.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not.\nSpeaker 4: Hello, thank you for calling CIO Service Desk.  This is ######.  Can you provide to me your personal number or your employee ID number?\nSpeaker 5: My employee ID number is ##########.\nSpeaker 4: Let me confirm, ##########.  Yes.  Thank you.  I'll now go ahead and check your account.  Can you provide to me your callback number?  ############.  Thank you.  And can you provide to me your Accenture email?\nSpeaker 5: ##########################.\nSpeaker 4: Thank you.  And how can I help you today, #######?\nSpeaker 5: Yes.  So I use a remote desktop app to then log into a client environment and then use their, like, Microsoft Outlook and PowerPoint and stuff like that.  And so I don't know if I need, if you can help me with this issue or if I need to call the client IT.  But basically when I log into the remote desktop and then log into the Outlook app of the remote desktop, I'm not, I get an error on when I open up Outlook.  And I think it's, like, something to do with it, like, can't connect, I think, to that account.  But it just says error message.  So I don't know what's wrong, but it doesn't, like, refresh my email or send emails anymore.\nSpeaker 4: Okay.  I don't understand what you're saying, #######, but we'll do our best to help you regarding what you're concerned.  So for me to confer, you are using the remote desktop.  But if I'm using the remote desktop and you try to log in on your Outlook, you are receiving an error message that you cannot connect with the account, right?  Yes.  Okay.  So I'm just going to have to confirm, without using the remote desktop, your Outlook is okay, right?  There's no issue?  Correct.\nSpeaker 5: Yeah, my Accenture Outlook is fine.\nSpeaker 4: Okay, that's fine.  So I'll be reaching out to our support regarding with this so that we can confirm if you needed to reach out to your client help desk, okay?  Stay on the line for two minutes.  Thank you.  Okay.  Hello, thank you for waiting on the line, #######.  So I have already reached out to our support.  And since you have mentioned that without using your remote desktop, your Outlook is fine, and the issue is on your remote desktop.  So what they have advised, since we do not have an administrator login regarding with this, or we don't have a functionality, they advise you to reach out directly to the client's helpdesk so that we can further assist you, OK?  Okay, got it.\nSpeaker 5: So call my client, I see.\nSpeaker 4: Thank you so much.  Okay.  Thank you.  So please no further action required here under an NDA.  We'll be creating a ticket and we'll be tagging here as we solve, okay?  You may receive a survey of the assistance.  Thank you so much.\nSpeaker 5: Okay, thank you.  Bye.\nSpeaker 4: Bye for now.\n</call_transcript>\n<summary>\nAn employee called their company's IT helpdesk regarding an issue with accessing a client's Outlook application through a remote desktop connection.  While the employee's own Accenture Outlook worked fine, they received an error message upon opening Outlook within the remote desktop environment, preventing them from sending or receiving emails.  The helpdesk agent confirmed the issue was isolated to the remote desktop connection and, after consulting with their support team, advised the employee to contact the client's IT helpdesk directly, as they lacked the necessary administrative access to troubleshoot the problem. A ticket was created to document the issue.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 remote desktop Outlook application and the resolution provided. It is relevant, sticking 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 the resolution process. The information is accurate, correctly reflecting the details of the call, such as the issue being isolated to the remote desktop and the advice to contact the client's IT helpdesk. However, the summary omits some minor details, such as the initial high call volume message and the specific steps the helpdesk agent took to confirm the issue. 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 issue with accessing the client's Outlook application through a remote desktop connection. 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 helpdesk agent's advice to contact the client's IT helpdesk directly and the creation of a ticket to document the issue. 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. Clearly identifies the main issue (Outlook access problems through remote desktop)\n2. Provides important context (employee's personal Outlook working fine)\n3. Accurately describes the resolution (referral to client's IT helpdesk)\n4. Maintains logical flow and coherent structure\n5. Includes relevant details while avoiding unnecessary information\n\nThe summary is concise yet comprehensive, focusing on the essential aspects of the interaction. It accurately represents both the problem and solution without including extraneous details from the automated system messages or ID verification process. The language is clear and professional, making it easy to understand the situation and outcome. The only minor improvement could be mentioning that the error prevented email refresh and sending capabilities, but this detail isn't crucial to understanding the core issue and resolution.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "345c3ebe-8b3d-4f03-88c8-7718e0df6901",
    "train_trial_index": 0,
    "predicted_text": "An Accenture employee called the IT helpdesk because their Outlook wasn't opening on their new Accenture laptop.  They were transferring from AFS to Accenture LLP and could send emails, but they were still being sent from their old AFS account.  The IT agent confirmed the issue and initiated a remote session using 123rescue.com.  The agent attempted to troubleshoot the issue directly but was unable to see the employee's screen.  They then decided to escalate the issue to another support team and asked the employee to save their work as they would need to restart the machine. The call was ended with the troubleshooting continuing over chat.\n",
    "base64_images": [],
    "stats": {
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      "num_output_tokens": 0.0,
      "inference_runtime": 3.531123638153076,
      "num_train_instances": 0.0,
      "prompt_truncated": 0.0,
      "call_summarization_score": 0.7777777777777778
    },
    "annotations": {
      "helpdesk_call_center_summarization": {
        "prompt_text": "You are an expert evaluator. Your task is to evaluate the quality of a model-generated summary of a helpdesk call transcript.\n\nThe helpdesk call transcript and summary are provided below, delineated with start and end tags:\n\n<call_transcript>\nSpeaker ID: redacted_transcript\nSpeaker 1: For Enterprise Password Reset and Account Unlock, press 0.  For Technology and Business Application Support, Telecom and Mobile Devices, press 1.  For Video Conferencing Services such as Teams Rooms, Surface Hub, Room Signs, Digital Signage and other Video Conferencing Technologies, press 2.  For 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>\nAn Accenture employee called the IT helpdesk because their Outlook wasn't opening on their new Accenture laptop.  They were transferring from AFS to Accenture LLP and could send emails, but they were still being sent from their old AFS account.  The IT agent confirmed the issue and initiated a remote session using 123rescue.com.  The agent attempted to troubleshoot the issue directly but was unable to see the employee's screen.  They then decided to escalate the issue to another support team and asked the employee to save their work as they would need to restart the machine. The call was ended with the troubleshooting continuing over chat.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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 primary issue of the Outlook not opening on the new Accenture laptop and the steps taken by the IT agent, including the remote session and the need to restart the machine. The summary is relevant and sticks to the main topic without unnecessary details. It is coherent, with a clear structure and logical flow of ideas. However, there are minor inaccuracies: the summary states that the employee could send emails but from the old AFS account, which is not explicitly mentioned in the transcript. Additionally, the summary does not mention the specific error message received (\"cannot start Microsoft Outlook...\"). Overall, the summary is fairly complete but could be slightly more accurate.",
        "gpt_score": 8.0,
        "llama_reasoning": "The summary is concise, effectively conveying the main issue and steps taken during the call. It is relevant to the topic, focusing on the employee's problem with Outlook on their new laptop. The structure is coherent, making it easy to follow the sequence of events. The summary is accurate, reflecting the information provided in the call transcript. However, it could be considered incomplete as it does not mention the specific error message the employee encountered (\"cannot start Microsoft Outlook. You must connect to Microsoft Exchange with the current software so you can synchronize with the other folders.\") or the fact that this was the employee's first time accessing Outlook on the Accenture laptop, which might be relevant details for a comprehensive understanding of the issue.\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 key elements of the call:\n1. Main issue: Outlook not opening on new laptop after transfer from AFS to LLP\n2. Secondary issue: Emails being sent from old AFS account\n3. Support process: Remote session setup via 123rescue.com\n4. Resolution steps: Escalation and planned machine restart\n\nThe summary is concise while maintaining essential details and follows a logical flow. It accurately represents the conversation without adding incorrect information. However, it could have mentioned the specific error message about Microsoft Exchange connection that the user encountered, which was a significant diagnostic detail. The summary also slightly oversimplifies the initial troubleshooting attempts - the agent first tried to check if it was a first-time access issue before moving to web-based Outlook testing. Despite these minor omissions, the summary provides a clear, accurate, and coherent account of the interaction.",
        "claude_score": 8.0
      }
    }
  },
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    "instance_id": "f1dd0d88-0205-45c8-b19e-57acdb6f708d",
    "train_trial_index": 0,
    "predicted_text": "####, a new employee, called the IT helpdesk for a password reset, a problem initiated two days prior.  The helpdesk acknowledged a high call volume due to ongoing MyT issues.  #### provided his personal contact information but lacked his enterprise ID, having recently joined. The agent confirmed a manager-approved \"vouching adaptive card\" for ####'s password reset but #### hadn't received any notification or ticket number.  The agent promised to contact the manager to inform #### directly and tagged the ticket as resolved, advising #### to call back with the ticket number to proceed with the password reset.\n",
    "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: 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####, a new employee, called the IT helpdesk for a password reset, a problem initiated two days prior.  The helpdesk acknowledged a high call volume due to ongoing MyT issues.  #### provided his personal contact information but lacked his enterprise ID, having recently joined. The agent confirmed a manager-approved \"vouching adaptive card\" for ####'s password reset but #### hadn't received any notification or ticket number.  The agent promised to contact the manager to inform #### directly and tagged the ticket as resolved, advising #### to call back with the ticket number to proceed with the password reset.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</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, the lack of an enterprise ID, and the issue with the manager-approved vouching adaptive card. It is relevant to the main topic of the call, which is the password reset issue. The structure and flow are clear, making it easy to understand. The information is accurate and matches the details in the transcript. However, the summary could be slightly more complete by mentioning the specific steps the agent took, such as placing the caller on hold to check the ticket status and the final advice to call back with the ticket number. 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 main topic of the password reset issue. The structure and flow of ideas are clear, making it easy to understand and follow, thus demonstrating coherence. The information presented is factually correct, with no false or misleading information, indicating accuracy. The summary provides a fair description of the main problems and resolutions, including the initial issue, the steps taken by the agent, and the proposed solution, demonstrating completeness. However, some minor details, such as the specific cause of the high call volume, 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. Identifies the caller as a new employee seeking password reset\n2. Notes the context of high call volume due to MyT issues\n3. Accurately describes the situation with the manager vouching adaptive card\n4. Correctly outlines the resolution path (manager to provide ticket number)\n\nThe summary is concise yet comprehensive, maintaining good coherence by presenting events in a logical sequence. It's factually accurate and doesn't include any misleading information. The length is appropriate, avoiding unnecessary details while including all crucial information.\n\nMinor improvements could include mentioning that this was a follow-up call after 2 days of waiting, which emphasizes the urgency of the situation. However, this doesn't significantly impact the summary's quality.\n\nThe summary successfully balances brevity with informativeness, maintaining clarity while covering all essential aspects of the interaction, including both the problem and the proposed solution.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "73c329f4-f78d-4bc9-8ef9-b3557afb7e0b",
    "train_trial_index": 0,
    "predicted_text": "A former Accenture employee contacted the IT helpdesk needing assistance accessing their DayForce pay stubs and 401k information.  They couldn't reset their DayForce account due to an email error and hadn't set up an account with the current 401k provider, Merrill, having used a previous provider.  The helpdesk agent created a ticket (INC48714127) and gathered the caller's personnel information, including their enterprise ID, contact details, last employment date, supervisor's name, personal email, office location, and job level, to escalate the issue to Level 2 support for account reset and 401k access assistance.  A callback was promised, but the caller had to leave for a meeting before the troubleshooting could begin.\n",
    "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...\nSpeaker 2: To check if your account is passwordless, please visit go.accenture.com.  slash gopasswordless.  If you are passwordless, Press 1 to speak to a live agent or use the site's self-help option.  Please enter your 8-digit personnel number so we can locate your details.  If you are a contractor or do not know your personnel number, press 1.\nSpeaker 3: Hi.  We are currently experiencing high call volume due to performance issues with my key.  When users attempt to log in, they are directed to.  The team is actively working to resolve this issue.  There's no need to log additional tickets or contact the service desk regarding this matter.  We apologize for the delay and any inconvenience this may have caused.  Thank you for your understanding.\nSpeaker 2: All agents are currently assisting other callers.  Please continue to hold if you would prefer not to wait.\nSpeaker 4: Hi, yes, so I'm a former employee.  I have my old personnel number. Will that work?  \nSpeaker 5: Yeah, sure.  Can I have your personnel number? \nSpeaker 4:  Yes. Okay, ########.  All right.\nSpeaker 5: All right, thank you.  So let me go ahead and pull up your account here one moment.  And can I also have your enterprise ID?\nSpeaker 4: #############.  All right.\nSpeaker 5: All right, ######, thank you for that.  So how can I help?  Yeah, by the way, ######, in case the call gets disconnected, can I also have your callback number?  Yes, ############.  Thank you.  So how can I help you today, ######?\nSpeaker 4: Yes, so I was just trying to do two things.  One, log in to DayForce to see my old pay stubs, and I was not able to reset my former employee account, it said that the email address I entered wasn't found, which is definitely the one I saved.  And then I was also trying to access the 401k platform, but I actually had never signed up for Merrill.  I had only ever used the light, like the previous provider.  So I don't have an existing account and was hoping for some help there too.\nSpeaker 5: All right, so I completely understand that, but the rest I'll be more than happy to use you for this.  1.  ###### will that be can you hold for about 1 to 2 minutes.  I need to get my resources here in my and and I'll get back to you.  Okay.\nSpeaker 4: Okay.  I actually have a meeting in like, 5, 10 minutes.  Would it be possible to get a call back?\nSpeaker 5: Yeah, I can also do a callback, but if you don't receive any callback from me, you can call us back.  But yeah, for this one, ######, I will be creating a ticket for this one since you've mentioned that you have a meeting.  So you can also write it down.\nSpeaker 4: Okay, sure.\nSpeaker 5: All right.  So it's going to be INC.  It's I for India, N for Nancy, C for Charlie.\nSpeaker 4: Okay.\nSpeaker 5: And then 48714127.\nSpeaker 4: Okay, so INC48714127.\nSpeaker 5: All right.  So for this one, ######, what we're going to do right now, I will be assigning your ticket to the support or to the level to support so that we can reset your email address to be logged in on your day course.  So I will be needing some information.  Just a moment here.  And can I also have your Accenture office end date?\nSpeaker 4: I think it was the ##?  Mm-hmm.  ######### ####.  Sorry.  ######### ####, ####.\nSpeaker 5: All right.  ######### ####, ####.  Thank you.  And just wanted to confirm again your personal number.  It's going to be ##########.\nSpeaker 4: Sorry.  Yeah, ##########.\nSpeaker 5: Thank you.  And can I also have your most recent career, counselor or supervisor?\nSpeaker 4: Yeah, ##############.  That's ##############.  Yeah.\nSpeaker 5: Can you spell for me the last name?\nSpeaker 4: ###########.\nSpeaker 5: So it's going to be ###########?\nSpeaker 4: #####.  # as in ##.  #####.\nSpeaker 5: All right.  #####.  All right.  Thank you.  And can I also have your updated personal label address to be used as the updated login name?\nSpeaker 4: Yeah.\nSpeaker 5: So just wanted to confirm, it's ######################?\nSpeaker 4: That's right.\nSpeaker 5: All right.  Thank you.  And how about your last office?\nSpeaker 4: My last office?  #######.\nSpeaker 5: Thank you.  And your last position level?\nSpeaker 4: Again, L11.  No, sorry, Senior Analyst.  I think it's L11.\nSpeaker 5: All right.  So it's going to be level 11?  All right.\nSpeaker 4: Let me look.  Let me check.  Sorry.  I guess there would be L10.\nSpeaker 5: L10.  Is that for a manager or analysis?\nSpeaker 4: No, it's a strategy.\nSpeaker 5: All right.  And for your callback number, it's ############, correct?  ##########.\nSpeaker 4: Yeah.\nSpeaker 5: All right.  Thank you.  So your first name is ######.  Let me go ahead and put that here.  And then your last name is ######.  And then do you have a middle name?\nSpeaker 4: Do I need to put it?\nSpeaker 5: Yeah.  We need it also.\nSpeaker 4: It's not.  it shouldn't be on any of my forms.  I don't think.\nSpeaker 5: Yeah, well, I can also.  Can I see here your middle name?\nSpeaker 4: Sure.  #######.\nSpeaker 5: With an #, or without this.\nSpeaker 4: No.\nSpeaker 5: All right.  Thank you.  And previously used.  personal email address?\nSpeaker 4: It should be the same one, ### ######.\nSpeaker 5: All right, thank you.  So for this one, ######, I will be assigning this to one of the support and I will also be calling you back for any updates or if you don't receive any calls from me, just please check your email address.  for ######################.\nSpeaker 4: Okay.  Will do.  I have to run.  Thank you.\nSpeaker 5: All right.  Thank you for calling CIO #######.  Have a good day.  Bye-bye.\n</call_transcript>\n<summary>\nA former Accenture employee contacted the IT helpdesk needing assistance accessing their DayForce pay stubs and 401k information.  They couldn't reset their DayForce account due to an email error and hadn't set up an account with the current 401k provider, Merrill, having used a previous provider.  The helpdesk agent created a ticket (INC48714127) and gathered the caller's personnel information, including their enterprise ID, contact details, last employment date, supervisor's name, personal email, office location, and job level, to escalate the issue to Level 2 support for account reset and 401k access assistance.  A callback was promised, but the caller had to leave for a meeting before the troubleshooting could begin.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other output:\n\n<reasoning>INSERT_YOUR_REASONING_HERE</reasoning>\n<score>INSERT_YOUR_SCORE_HERE</score>\n",
        "gpt_reasoning": "The summary is concise and effectively conveys the main points of the call, including the former employee's issues with accessing DayForce pay stubs and 401k information, the creation of a support ticket, and the collection of necessary personnel information. The relevance is high as it focuses on the main issues discussed in 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 from the transcript without any misleading information. However, the summary could be slightly more complete by mentioning the specific problem with the email address not being found and the fact that the caller had to leave for a meeting, which led to the creation of a ticket and a promise of a callback. 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 caller's issues with accessing DayForce pay stubs and 401k information. The structure of the summary is coherent, making it easy to understand the sequence of events and the actions taken by the helpdesk agent.\n\nIn terms of accuracy, the summary correctly captures the details of the caller's issues, the creation of a ticket, and the information gathered by the helpdesk agent. The summary also accurately conveys the outcome of the call, including the promise of a callback.\n\nRegarding completeness, the summary covers the main problems and the steps taken to address them. However, it does not mention the initial automated messages and the wait time experienced by the caller, but these are not crucial to understanding the main issues and resolution.\n\nOverall, the summary effectively captures the essential information from the call transcript, presenting it in a clear and concise manner.",
        "llama_score": 9.0,
        "claude_reasoning": "The summary effectively captures the key elements of the call:\n1. Accurately identifies the caller as a former employee with two main issues (DayForce and 401k access)\n2. Includes the specific ticket number and details about information collected\n3. Mentions the resolution path (escalation to Level 2 support)\n4. Notes the call ending due to the caller's meeting\n\nThe summary is concise while maintaining all crucial information, has good flow, and accurately represents the conversation. It's structured logically, moving from problem identification to resolution steps.\n\nMinor improvements could include:\n- Mentioning that the caller was specifically directed to check their email for updates\n- Including that the caller couldn't find their email in the system (rather than just \"email error\")\n\nHowever, these are minor details, and the summary captures the essence of the interaction very well, maintaining both accuracy and relevance while being appropriately concise.",
        "claude_score": 9.0
      }
    }
  },
  {
    "instance_id": "1f5f1326-958f-403b-ae62-785a1e7a529c",
    "train_trial_index": 0,
    "predicted_text": "An employee, ######, called the IT helpdesk for the third time regarding multi-factor authentication (MFA) issues preventing access to phone apps like Outlook and Teams.  Previous attempts, including deleting and re-scanning the MFA QR code and creating a temporary password, failed. The current agent, after checking previous notes, attempted to guide ###### through generating a temporary access pass and enabling phone sign-in.  This resulted in an \"account blocked\" error.  The agent then initiated a verification process, requiring ###### to provide personal and location details, and requested a temporary access pass from the RTS team.  A new temporary password was provided, but resulted in an \"account temporarily locked\" error. The agent advised ###### to wait 30 minutes to an hour for replication, despite the temporary passwords expiring within 30 minutes.  Frustrated with the circular process and lack of resolution, ###### ended the call, agreeing to try again later and contact the agent via Teams if the issue persisted.\n",
    "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.  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>\nAn employee, ######, called the IT helpdesk for the third time regarding multi-factor authentication (MFA) issues preventing access to phone apps like Outlook and Teams.  Previous attempts, including deleting and re-scanning the MFA QR code and creating a temporary password, failed. The current agent, after checking previous notes, attempted to guide ###### through generating a temporary access pass and enabling phone sign-in.  This resulted in an \"account blocked\" error.  The agent then initiated a verification process, requiring ###### to provide personal and location details, and requested a temporary access pass from the RTS team.  A new temporary password was provided, but resulted in an \"account temporarily locked\" error. The agent advised ###### to wait 30 minutes to an hour for replication, despite the temporary passwords expiring within 30 minutes.  Frustrated with the circular process and lack of resolution, ###### ended the call, agreeing to try again later and contact the agent via Teams if the issue persisted.\n\n</summary>\n\nEvaluate the summary based on the following criteria:\n\n- Conciseness: A high-quality summary should effectively convey the most important information from the call transcript while keeping the length brief.\n- Relevance: The information presented in the summary should be relevant to the main topic.\n- Coherence: A good summary should have a clear structure and flow of ideas that make it easy to understand and follow.\n- Accuracy: The summary's information should be factually correct and should not contain false or misleading information.\n- Completeness: The summary should a fair description of the main problems (concerns) and resolutions based on the original call transcripts.\n\nThink step by step, then score the summary. Your reasoning should be less than 200 words. The score should be a single number between 1 to 10 inclusive.\n\nPlease respond with your output and reasoning in the following format, your reasoning within <reasoning></reasoning> tags and your score within <score></score> tags, without any other 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 repeated attempts to resolve the MFA issue, the steps taken by the agent, and the employee's frustration. It is relevant, focusing on the key issue of the MFA problem and the steps taken to address it. The structure is clear and easy to follow, making the summary coherent. The information is accurate, reflecting the events and dialogue from the transcript without introducing any false details. However, the summary could be more complete by including the employee's frustration with the repeated process and the agent's final suggestion to contact via Teams if the issue persists. Overall, it provides a fair description of the main problems and attempted 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 MFA issues and the agent's attempts to resolve them. The summary has a clear structure, making it easy to follow and understand. The information presented is factually correct, accurately reflecting the events and conversations in the call transcript. However, the summary could be improved in terms of completeness, as it does not fully capture the employee's frustration and the agent's repetitive requests for 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 key elements of the call:\n1. Context: Third call about MFA issues\n2. Previous attempts and their failure\n3. Current agent's troubleshooting steps\n4. Key error messages encountered\n5. Final resolution (or lack thereof)\n\nThe summary maintains coherence by presenting events chronologically and clearly shows the circular nature of the problem. It's concise while including all relevant details and accurately represents the caller's frustration. The technical details are precise, mentioning specific error messages and processes attempted.\n\nMinor improvements could include:\n- Mentioning the caller's initial reluctance to have the agent review previous notes\n- Including the specific verification details required for RTS team\n- Emphasizing more strongly the contradiction in the resolution (30-minute wait vs 30-minute password expiry)\n\nOverall, the summary effectively balances detail and brevity while maintaining accuracy and relevance.",
        "claude_score": 9.0
      }
    }
  }
]