prompt stringlengths 385 135k | letters listlengths 2 17 | target listlengths 2 17 | label stringlengths 1 243 | qtype stringclasses 3
values | n_options int64 2 17 | domain stringclasses 28
values | ambiguity stringclasses 3
values | ambiguity_requested stringclasses 3
values | entropy float64 0 1 | score float64 0 8.12 ⌀ | state_id stringlengths 32 32 |
|---|---|---|---|---|---|---|---|---|---|---|---|
<state>
2026-09-21 14:32:07,456 INFO AuthService: User login attempt detected for user_id=9876 from IP 203.0.113.42
2026-09-21 14:32:07,457 WARN AuthService: Multiple failed authentication attempts (attempts=5) for user_id=9876
2026-09-21 14:32:08,102 INFO AuthService: MFA challenge required for user_id=9876
2026-09-21... | [
"A",
"B",
"C"
] | [
0.0001,
0.9998,
0.0001
] | mfa_error | choice | 3 | security alert | clear | borderline | 0.00186 | null | 732c16ec060d4f73853aae64c4d5981d |
<state>
2026-09-21 14:32:07,456 INFO AuthService: User login attempt detected for user_id=9876 from IP 203.0.113.42
2026-09-21 14:32:07,457 WARN AuthService: Multiple failed authentication attempts (attempts=5) for user_id=9876
2026-09-21 14:32:08,102 INFO AuthService: MFA challenge required for user_id=9876
2026-09-21... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | noul | 2 | security alert | clear | borderline | 0.001473 | null | 732c16ec060d4f73853aae64c4d5981d |
<state>
Patient: 68 yr old male, post‑CABG day 3, presenting with chest pain radiating to left arm, HR 110, BP 130/80. ECG shows ST‑depression in leads V2‑V4, troponin I 0.6 ng/mL (normal <0.04). Allergies: NKDA. Meds: aspirin 81 mg, clopidogrel 75 mg, atorvastatin 40 mg. Vitals: temp 37.0°C, RR 18, O₂ sat 96% on room ... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.9996,
0.0001,
0.0001,
0.0001,
0.0001
] | cardiology | choice | 5 | medical triage note | clear | borderline | 0.002537 | null | 42a6441091284bcaa0c3fa02313957fa |
<state>
Patient: 68 yr old male, post‑CABG day 3, presenting with chest pain radiating to left arm, HR 110, BP 130/80. ECG shows ST‑depression in leads V2‑V4, troponin I 0.6 ng/mL (normal <0.04). Allergies: NKDA. Meds: aspirin 81 mg, clopidogrel 75 mg, atorvastatin 40 mg. Vitals: temp 37.0°C, RR 18, O₂ sat 96% on room ... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | noul | 2 | medical triage note | clear | borderline | 0.001473 | null | 42a6441091284bcaa0c3fa02313957fa |
<state>
From: Alex <alex@example.com>\nTo: Claims Team <claims@insuranceco.com>\nSubject: Claim #12345 Status Inquiry\n\nHi,\nI received a notification that my claim #12345 was denied. I was told the reason was "incomplete documentation." I attached the PDF of the police report last week, but maybe it didn't go through... | [
"A",
"B",
"C",
"D",
"E",
"F"
] | [
0.0001,
0.0001,
0.9995,
0.0001,
0.0001,
0.0001
] | pending | choice | 6 | insurance claim | clear | borderline | 0.002848 | null | b410f1ee8471494ab7aaec77690081a1 |
<state>
From: Alex <alex@example.com>\nTo: Claims Team <claims@insuranceco.com>\nSubject: Claim #12345 Status Inquiry\n\nHi,\nI received a notification that my claim #12345 was denied. I was told the reason was "incomplete documentation." I attached the PDF of the police report last week, but maybe it didn't go through... | [
"A",
"B",
"C",
"D",
"E",
"F"
] | [
0.9995,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001
] | 1 | score | 6 | insurance claim | clear | borderline | 0.002848 | 0.001499 | b410f1ee8471494ab7aaec77690081a1 |
<state>
Meeting minutes – 2024-09-20
Attendees: Alice (PM), Bob (CTO), Carol (Finance), Dave (Legal), Eve (Marketing), Frank (Support)
Agenda:
1. Review Q3 product roadmap – Alice presents the new feature list, highlighting the upcoming "dark mode" toggle and the integration with third‑party analytics.
2. Budget allo... | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"J",
"K",
"L",
"M"
] | [
0.0001,
0.0001,
0.998802,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001
] | finance | choice | 13 | meeting notes | clear | clear | 0.004771 | null | d37e1ce78ceb40078e2e07e4743f2180 |
<state>
Meeting minutes – 2024-09-20
Attendees: Alice (PM), Bob (CTO), Carol (Finance), Dave (Legal), Eve (Marketing), Frank (Support)
Agenda:
1. Review Q3 product roadmap – Alice presents the new feature list, highlighting the upcoming "dark mode" toggle and the integration with third‑party analytics.
2. Budget allo... | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H",
"I",
"J",
"K",
"L",
"M"
] | [
0.0001,
0.0001,
0.0001,
0.0001,
0.998801,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001
] | ux | choice | 13 | meeting notes | clear | clear | 0.004771 | null | d37e1ce78ceb40078e2e07e4743f2180 |
<state>
Subject: 2024-09-18 Service Outage – Immediate Actions
Hi Team,
We experienced a 1.3 h downtime between 02:07 UTC and 03:37 UTC. The root cause was a mis‑configured load‑balancer rule that sent traffic to the deprecated v1.4 backend. The traffic spike in the 00:00‑02:00 window caused the backend to throttle, ... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.0001,
0.0001,
0.9996,
0.0001,
0.0001
] | infrastructure | choice | 5 | incident postmortem | clear | clear | 0.002537 | null | 06402836d1fb4c2e976070844eaa75db |
<state>
Subject: 2024-09-18 Service Outage – Immediate Actions
Hi Team,
We experienced a 1.3 h downtime between 02:07 UTC and 03:37 UTC. The root cause was a mis‑configured load‑balancer rule that sent traffic to the deprecated v1.4 backend. The traffic spike in the 00:00‑02:00 window caused the backend to throttle, ... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | noul | 2 | incident postmortem | clear | clear | 0.001473 | null | 06402836d1fb4c2e976070844eaa75db |
<state>
User submitted a content moderation ticket via the web form. The ticket includes the following fields:
- **Ticket ID:** 2026-09-21-0457
- **User Email:** user123@example.com
- **Post ID:** 9876543210
- **Title:** "Harassing language towards a protected group"
- **Body (excerpt):**
> "I saw that post by @some... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.9996,
0.0001,
0.0001,
0.0001,
0.0001
] | flag | choice | 5 | content moderation queue item | clear | borderline | 0.002537 | null | 0b5dae0f3d864fe99380eb25ed868531 |
<state>
User submitted a content moderation ticket via the web form. The ticket includes the following fields:
- **Ticket ID:** 2026-09-21-0457
- **User Email:** user123@example.com
- **Post ID:** 9876543210
- **Title:** "Harassing language towards a protected group"
- **Body (excerpt):**
> "I saw that post by @some... | [
"A",
"B"
] | [
0.9999,
0.0001
] | no | noul | 2 | content moderation queue item | clear | borderline | 0.001473 | null | 0b5dae0f3d864fe99380eb25ed868531 |
<state>
Version 1.4.2 - Release notes
- Added new analytics dashboard for real‑time traffic monitoring. The new dashboard pulls data from the legacy API and formats it in a responsive layout using Tailwind. Users reported a 12‑hour lag during peak hours; we fixed the debounce logic on the query builder.
- Deprecated ... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.0001,
0.9996,
0.0001,
0.0001,
0.0001
] | beta | choice | 5 | changelog entry | clear | ambiguous | 0.002537 | null | 678fc402397846669e56bb58f156560c |
<state>
Version 1.4.2 - Release notes
- Added new analytics dashboard for real‑time traffic monitoring. The new dashboard pulls data from the legacy API and formats it in a responsive layout using Tailwind. Users reported a 12‑hour lag during peak hours; we fixed the debounce logic on the query builder.
- Deprecated ... | [
"A",
"B",
"C"
] | [
0.9998,
0.0001,
0.0001
] | yes | choice | 3 | changelog entry | clear | ambiguous | 0.001858 | null | 678fc402397846669e56bb58f156560c |
<state>
Subject: Inquiry about 3‑bedroom condo at 200 Oak Avenue
Hi,
I’m interested in the condo listed on your site, 200 Oak Avenue. The listing says "available immediately" but I’m not sure what that means exactly. I’ve also noticed that the price listed ($350,000) doesn’t match the price I saw on the MLS ($345,000... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.0001,
0.000102,
0.0001,
0.0001,
0.999598
] | price_above_mls_value | choice | 5 | real estate listing enquiry | clear | ambiguous | 0.002551 | null | 33ed356fbf7d4cdbadd27b1a5c5b37b0 |
<state>
Subject: Inquiry about 3‑bedroom condo at 200 Oak Avenue
Hi,
I’m interested in the condo listed on your site, 200 Oak Avenue. The listing says "available immediately" but I’m not sure what that means exactly. I’ve also noticed that the price listed ($350,000) doesn’t match the price I saw on the MLS ($345,000... | [
"A",
"B",
"C"
] | [
0.9998,
0.0001,
0.0001
] | maintained_by_building | choice | 3 | real estate listing enquiry | clear | ambiguous | 0.001858 | null | 33ed356fbf7d4cdbadd27b1a5c5b37b0 |
<state>
Subject: Inquiry about 3‑bedroom condo at 200 Oak Avenue
Hi,
I’m interested in the condo listed on your site, 200 Oak Avenue. The listing says "available immediately" but I’m not sure what that means exactly. I’ve also noticed that the price listed ($350,000) doesn’t match the price I saw on the MLS ($345,000... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.0001,
0.0001,
0.0001,
0.9996,
0.0001
] | schedule_within_week | score | 5 | real estate listing enquiry | clear | ambiguous | 0.002538 | 2.9995 | 33ed356fbf7d4cdbadd27b1a5c5b37b0 |
<state>
Subject: Urgent: Billing discrepancy on last invoice
Hi Support,
I’m writing to report an issue with my last invoice (#102384). I was billed $229.99 for the standard plan, but I only signed up for the basic tier, which should cost $99.99. I’ve double‑checked my account settings; the plan shows as "Basic" unde... | [
"A",
"B",
"C"
] | [
0.9998,
0.0001,
0.0001
] | upgrade | choice | 3 | customer support email | clear | clear | 0.001859 | null | 0a8c56b48a3e4c61855bcda2a2992b4b |
<state>
Subject: Urgent: Billing discrepancy on last invoice
Hi Support,
I’m writing to report an issue with my last invoice (#102384). I was billed $229.99 for the standard plan, but I only signed up for the basic tier, which should cost $99.99. I’ve double‑checked my account settings; the plan shows as "Basic" unde... | [
"A",
"B",
"C"
] | [
0.0001,
0.9998,
0.0001
] | partial-refund | score | 3 | customer support email | clear | clear | 0.001859 | 1 | 0a8c56b48a3e4c61855bcda2a2992b4b |
<state>
Subject: Urgent: Billing discrepancy on last invoice
Hi Support,
I’m writing to report an issue with my last invoice (#102384). I was billed $229.99 for the standard plan, but I only signed up for the basic tier, which should cost $99.99. I’ve double‑checked my account settings; the plan shows as "Basic" unde... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | noul | 2 | customer support email | clear | clear | 0.001473 | null | 0a8c56b48a3e4c61855bcda2a2992b4b |
<state>
The study explores the use of deep convolutional neural networks for the segmentation of retinal vessels in fundus images. A novel loss function based on the Dice coefficient is introduced to mitigate class imbalance. The authors report a mean Intersection over Union (IoU) of 0.78 on the DRIVE dataset and compa... | [
"A",
"B",
"C"
] | [
0.0001,
0.9998,
0.0001
] | ophthalmology | choice | 3 | academic abstract | clear | clear | 0.001858 | null | 4ab31763287f4e6c97d1061e1318c92a |
<state>
The study explores the use of deep convolutional neural networks for the segmentation of retinal vessels in fundus images. A novel loss function based on the Dice coefficient is introduced to mitigate class imbalance. The authors report a mean Intersection over Union (IoU) of 0.78 on the DRIVE dataset and compa... | [
"A",
"B",
"C"
] | [
0.9998,
0.0001,
0.0001
] | new_loss | choice | 3 | academic abstract | clear | clear | 0.001858 | null | 4ab31763287f4e6c97d1061e1318c92a |
<state>
The study explores the use of deep convolutional neural networks for the segmentation of retinal vessels in fundus images. A novel loss function based on the Dice coefficient is introduced to mitigate class imbalance. The authors report a mean Intersection over Union (IoU) of 0.78 on the DRIVE dataset and compa... | [
"A",
"B",
"C"
] | [
0.0001,
0.9998,
0.0001
] | moderate | score | 3 | academic abstract | clear | clear | 0.00186 | 1 | 4ab31763287f4e6c97d1061e1318c92a |
<state>
The study explores the use of deep convolutional neural networks for the segmentation of retinal vessels in fundus images. A novel loss function based on the Dice coefficient is introduced to mitigate class imbalance. The authors report a mean Intersection over Union (IoU) of 0.78 on the DRIVE dataset and compa... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | noul | 2 | academic abstract | clear | clear | 0.001473 | null | 4ab31763287f4e6c97d1061e1318c92a |
<state>
Minutes – 2024-09-18, 14:00-15:30
Attendees: Alice (PM), Bob (Dev), Carla (QA), Dan (Ops).<br>
- Project X: Alice reports that the latest build failed on the staging server because the database migration script didn't run. Bob says the script was executed during the last deployment, but the migration table sh... | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
0.874486,
0.0001,
0.125012,
0.0001,
0.0001,
0.0001,
0.000101
] | database | choice | 7 | meeting notes | clear | clear | 0.19623 | null | 162c7708ca71497bb183118fb91d4167 |
<state>
Minutes – 2024-09-18, 14:00-15:30
Attendees: Alice (PM), Bob (Dev), Carla (QA), Dan (Ops).<br>
- Project X: Alice reports that the latest build failed on the staging server because the database migration script didn't run. Bob says the script was executed during the last deployment, but the migration table sh... | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
0.9994,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001
] | migration_check | choice | 7 | meeting notes | clear | clear | 0.003149 | null | 162c7708ca71497bb183118fb91d4167 |
<state>
While sautéing the onions, I tossed in 2 tbsp of olive oil, then added the garlic and a pinch of sea salt. I sprinkled a handful of fresh basil leaves and a teaspoon of sugar over the mix, then poured in the tomato sauce and a splash of red wine. After simmering for 15 minutes, I let the sauce cool before addin... | [
"A",
"B",
"C",
"D",
"E",
"F"
] | [
0.0001,
0.0001,
0.0001,
0.9995,
0.0001,
0.0001
] | olive oil drizzle | choice | 6 | recipe or how-to | clear | clear | 0.002848 | null | 645834baf1a24d8695aad3db1a0d0b5f |
<state>
While sautéing the onions, I tossed in 2 tbsp of olive oil, then added the garlic and a pinch of sea salt. I sprinkled a handful of fresh basil leaves and a teaspoon of sugar over the mix, then poured in the tomato sauce and a splash of red wine. After simmering for 15 minutes, I let the sauce cool before addin... | [
"A",
"B",
"C",
"D",
"E",
"F"
] | [
0.9995,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001
] | sauté | choice | 6 | recipe or how-to | clear | clear | 0.002848 | null | 645834baf1a24d8695aad3db1a0d0b5f |
<state>
While sautéing the onions, I tossed in 2 tbsp of olive oil, then added the garlic and a pinch of sea salt. I sprinkled a handful of fresh basil leaves and a teaspoon of sugar over the mix, then poured in the tomato sauce and a splash of red wine. After simmering for 15 minutes, I let the sauce cool before addin... | [
"A",
"B",
"C",
"D",
"E",
"F"
] | [
0.9995,
0.0001,
0.0001,
0.0001,
0.0001,
0.0001
] | oil burning | choice | 6 | recipe or how-to | clear | clear | 0.002849 | null | 645834baf1a24d8695aad3db1a0d0b5f |
<state>
Subject: 2024-10-02 14:23:07
From: moderation@socialapp.com
To: moderation-team@socialapp.com
CC: product@socialapp.com, compliance@socialapp.com
Hi team,
We have a new item in the queue that needs a quick triage. The user flagged post (ID: 8473219) was posted by user @foodie_fab on 2024-10-02 at 13:45 UTC. ... | [
"A",
"B",
"C",
"D"
] | [
0.9997,
0.0001,
0.0001,
0.0001
] | cultural | choice | 4 | content moderation queue item | clear | borderline | 0.002209 | null | 24ad3402e61d4619b0bbef6feccaf4e9 |
<state>
Subject: 2024-10-02 14:23:07
From: moderation@socialapp.com
To: moderation-team@socialapp.com
CC: product@socialapp.com, compliance@socialapp.com
Hi team,
We have a new item in the queue that needs a quick triage. The user flagged post (ID: 8473219) was posted by user @foodie_fab on 2024-10-02 at 13:45 UTC. ... | [
"A",
"B",
"C"
] | [
0.9998,
0.0001,
0.0001
] | low | score | 3 | content moderation queue item | clear | borderline | 0.001858 | 0.0003 | 24ad3402e61d4619b0bbef6feccaf4e9 |
<state>
Subject: 2024-10-02 14:23:07
From: moderation@socialapp.com
To: moderation-team@socialapp.com
CC: product@socialapp.com, compliance@socialapp.com
Hi team,
We have a new item in the queue that needs a quick triage. The user flagged post (ID: 8473219) was posted by user @foodie_fab on 2024-10-02 at 13:45 UTC. ... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | noul | 2 | content moderation queue item | clear | borderline | 0.001473 | null | 24ad3402e61d4619b0bbef6feccaf4e9 |
<state>
Subject: 2024-10-02 14:23:07
From: moderation@socialapp.com
To: moderation-team@socialapp.com
CC: product@socialapp.com, compliance@socialapp.com
Hi team,
We have a new item in the queue that needs a quick triage. The user flagged post (ID: 8473219) was posted by user @foodie_fab on 2024-10-02 at 13:45 UTC. ... | [
"A",
"B",
"C",
"D"
] | [
0.999691,
0.000105,
0.000104,
0.0001
] | hate | choice | 4 | content moderation queue item | clear | borderline | 0.002267 | null | 24ad3402e61d4619b0bbef6feccaf4e9 |
<state>
The paper investigates the role of intermodal sensory integration in the adaptive behavior of octopus species during foraging. Using a combination of field observation and controlled laboratory experiments, we measured the response latency of octopus arm movements to visual, chemical, and tactile cues in a simu... | [
"A",
"B",
"C"
] | [
0.000105,
0.999795,
0.0001
] | chemical | choice | 3 | academic abstract | clear | borderline | 0.001899 | null | 6f0031280db640b9b75e6070f47f4a4a |
<state>
The paper investigates the role of intermodal sensory integration in the adaptive behavior of octopus species during foraging. Using a combination of field observation and controlled laboratory experiments, we measured the response latency of octopus arm movements to visual, chemical, and tactile cues in a simu... | [
"A",
"B",
"C"
] | [
0.0001,
0.9998,
0.0001
] | prey_size | choice | 3 | academic abstract | clear | borderline | 0.001858 | null | 6f0031280db640b9b75e6070f47f4a4a |
<state>
The paper investigates the role of intermodal sensory integration in the adaptive behavior of octopus species during foraging. Using a combination of field observation and controlled laboratory experiments, we measured the response latency of octopus arm movements to visual, chemical, and tactile cues in a simu... | [
"A",
"B",
"C"
] | [
0.9998,
0.0001,
0.0001
] | 1 | score | 3 | academic abstract | clear | borderline | 0.001858 | 0.0003 | 6f0031280db640b9b75e6070f47f4a4a |
<state>
The paper investigates the role of intermodal sensory integration in the adaptive behavior of octopus species during foraging. Using a combination of field observation and controlled laboratory experiments, we measured the response latency of octopus arm movements to visual, chemical, and tactile cues in a simu... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | noul | 2 | academic abstract | clear | borderline | 0.001473 | null | 6f0031280db640b9b75e6070f47f4a4a |
<state>
The paper investigates the role of intermodal sensory integration in the adaptive behavior of octopus species during foraging. Using a combination of field observation and controlled laboratory experiments, we measured the response latency of octopus arm movements to visual, chemical, and tactile cues in a simu... | [
"A",
"B",
"C"
] | [
0.9998,
0.0001,
0.0001
] | larger_cohort | choice | 3 | academic abstract | clear | borderline | 0.001859 | null | 6f0031280db640b9b75e6070f47f4a4a |
<state>
I was just posting a question about how to migrate my WordPress site to a new host, and I got a reply that said, "Sure, we can help you with that. Just give us the domain name and the FTP credentials and we'll get it done."
After a few hours of trying to get the info from my manager, I realized that the FTP cr... | [
"A",
"B"
] | [
0.9999,
0.0001
] | no | noul | 2 | forum question | clear | clear | 0.001473 | null | 3e1c3d5968ae4037bb12d556a345675a |
<state>
I was just posting a question about how to migrate my WordPress site to a new host, and I got a reply that said, "Sure, we can help you with that. Just give us the domain name and the FTP credentials and we'll get it done."
After a few hours of trying to get the info from my manager, I realized that the FTP cr... | [
"A",
"B"
] | [
0.9999,
0.0001
] | migration | choice | 2 | forum question | clear | clear | 0.001473 | null | 3e1c3d5968ae4037bb12d556a345675a |
<state>
I was just posting a question about how to migrate my WordPress site to a new host, and I got a reply that said, "Sure, we can help you with that. Just give us the domain name and the FTP credentials and we'll get it done."
After a few hours of trying to get the info from my manager, I realized that the FTP cr... | [
"A",
"B",
"C"
] | [
0.000208,
0.25232,
0.747472
] | 3 | score | 3 | forum question | borderline | clear | 0.515906 | 1.747264 | 3e1c3d5968ae4037bb12d556a345675a |
<state>
Transaction ID: 8423917
Customer: 555‑123‑6789
Account: 1122334455
Date/Time: 2026‑09‑18 14:32:07 UTC
Amount: $4,999.99
Currency: USD
Status: Pending
Transaction Details:
- Merchant: "TechGizmo Corp." (Merchant ID: TG-9876)
- Category: "Electronics – Accessories"
- Payment Method: "Visa •••• 4242"
- Autho... | [
"A",
"B",
"C",
"D"
] | [
0.999694,
0.000106,
0.000101,
0.0001
] | wrong_item | choice | 4 | financial transaction record | clear | clear | 0.00225 | null | 574c64e31bc04818a263a7c4f9e9379e |
<state>
Transaction ID: 8423917
Customer: 555‑123‑6789
Account: 1122334455
Date/Time: 2026‑09‑18 14:32:07 UTC
Amount: $4,999.99
Currency: USD
Status: Pending
Transaction Details:
- Merchant: "TechGizmo Corp." (Merchant ID: TG-9876)
- Category: "Electronics – Accessories"
- Payment Method: "Visa •••• 4242"
- Autho... | [
"A",
"B",
"C",
"D"
] | [
0.624669,
0.374952,
0.000255,
0.000124
] | very_low | score | 4 | financial transaction record | borderline | clear | 0.479672 | 0.375835 | 574c64e31bc04818a263a7c4f9e9379e |
<state>
Transaction ID: 8423917
Customer: 555‑123‑6789
Account: 1122334455
Date/Time: 2026‑09‑18 14:32:07 UTC
Amount: $4,999.99
Currency: USD
Status: Pending
Transaction Details:
- Merchant: "TechGizmo Corp." (Merchant ID: TG-9876)
- Category: "Electronics – Accessories"
- Payment Method: "Visa •••• 4242"
- Autho... | [
"A",
"B"
] | [
0.9999,
0.0001
] | no | noul | 2 | financial transaction record | clear | clear | 0.001473 | null | 574c64e31bc04818a263a7c4f9e9379e |
<state>
diff --git a/src/utils.py b/src/utils.py
index 3f1d2a9..9e4b2c1 100644
--- a/src/utils.py
+++ b/src/utils.py
@@
-def calculate_sum(a, b):
- """Return the sum of a and b."""
- return a + b
+def calculate_sum(a, b):
+ """Return the sum of a and b.
+ Note: This function is used by the reporting module ... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | choice | 2 | git diff / code review | clear | borderline | 0.001473 | null | 2137fc873e1340ab8df6501e5b0593dd |
<state>
diff --git a/src/utils.py b/src/utils.py
index 3f1d2a9..9e4b2c1 100644
--- a/src/utils.py
+++ b/src/utils.py
@@
-def calculate_sum(a, b):
- """Return the sum of a and b."""
- return a + b
+def calculate_sum(a, b):
+ """Return the sum of a and b.
+ Note: This function is used by the reporting module ... | [
"A",
"B"
] | [
0.9999,
0.0001
] | no | choice | 2 | git diff / code review | clear | borderline | 0.001473 | null | 2137fc873e1340ab8df6501e5b0593dd |
<state>
diff --git a/src/utils.py b/src/utils.py
index 3f1d2a9..9e4b2c1 100644
--- a/src/utils.py
+++ b/src/utils.py
@@
-def calculate_sum(a, b):
- """Return the sum of a and b."""
- return a + b
+def calculate_sum(a, b):
+ """Return the sum of a and b.
+ Note: This function is used by the reporting module ... | [
"A",
"B"
] | [
0.624975,
0.375025
] | no | choice | 2 | git diff / code review | borderline | borderline | 0.954452 | null | 2137fc873e1340ab8df6501e5b0593dd |
<state>
diff --git a/src/utils.py b/src/utils.py
index 3f1d2a9..9e4b2c1 100644
--- a/src/utils.py
+++ b/src/utils.py
@@
-def calculate_sum(a, b):
- """Return the sum of a and b."""
- return a + b
+def calculate_sum(a, b):
+ """Return the sum of a and b.
+ Note: This function is used by the reporting module ... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | choice | 2 | git diff / code review | clear | borderline | 0.001473 | null | 2137fc873e1340ab8df6501e5b0593dd |
<state>
2026-09-21 13:45:32 UTC | INFO | auth | user=alice | ip=192.0.2.45 | action=login | status=failed | reason=invalid_password
2026-09-21 13:46:07 UTC | WARN | auth | user=alice | ip=192.0.2.45 | action=login | status=failed | reason=invalid_password
2026-09-21 13:47:21 UTC | INFO | auth | user=alice | ip=192.0.2.... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.9996,
0.0001,
0.0001,
0.0001,
0.0001
] | lockout | choice | 5 | security alert | clear | clear | 0.002536 | null | 51d672ada8f64e5abb6c57b02f1db1fd |
<state>
2026-09-21 13:45:32 UTC | INFO | auth | user=alice | ip=192.0.2.45 | action=login | status=failed | reason=invalid_password
2026-09-21 13:46:07 UTC | WARN | auth | user=alice | ip=192.0.2.45 | action=login | status=failed | reason=invalid_password
2026-09-21 13:47:21 UTC | INFO | auth | user=alice | ip=192.0.2.... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.9996,
0.0001,
0.0001,
0.0001,
0.0001
] | credential_stuffing | choice | 5 | security alert | clear | clear | 0.002537 | null | 51d672ada8f64e5abb6c57b02f1db1fd |
<state>
2026-09-21 13:45:32 UTC | INFO | auth | user=alice | ip=192.0.2.45 | action=login | status=failed | reason=invalid_password
2026-09-21 13:46:07 UTC | WARN | auth | user=alice | ip=192.0.2.45 | action=login | status=failed | reason=invalid_password
2026-09-21 13:47:21 UTC | INFO | auth | user=alice | ip=192.0.2.... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.0001,
0.0001,
0.0001,
0.9996,
0.0001
] | 4 | score | 5 | security alert | clear | clear | 0.002539 | 2.9995 | 51d672ada8f64e5abb6c57b02f1db1fd |
<state>
2026-09-21 13:45:32 UTC | INFO | auth | user=alice | ip=192.0.2.45 | action=login | status=failed | reason=invalid_password
2026-09-21 13:46:07 UTC | WARN | auth | user=alice | ip=192.0.2.45 | action=login | status=failed | reason=invalid_password
2026-09-21 13:47:21 UTC | INFO | auth | user=alice | ip=192.0.2.... | [
"A",
"B"
] | [
0.9999,
0.0001
] | no | noul | 2 | security alert | clear | clear | 0.001473 | null | 51d672ada8f64e5abb6c57b02f1db1fd |
<state>
Subject: Re: Claim #987654 - Damage Report
Hi John,
We received the photos and your description of the hail damage on the roof of your 2016 Honda Civic. According to the policy terms you signed in 2021, hail damage is covered if the total loss amount exceeds $500 and you provide proof of the weather event. We... | [
"A",
"B",
"C",
"D",
"E",
"F"
] | [
0.0001,
0.125125,
0.125062,
0.0001,
0.749512,
0.0001
] | mixed | choice | 6 | insurance claim | borderline | clear | 0.41241 | null | 8e043264afc0484ba74bf5923151ea4e |
<state>
Subject: Re: Claim #987654 - Damage Report
Hi John,
We received the photos and your description of the hail damage on the roof of your 2016 Honda Civic. According to the policy terms you signed in 2021, hail damage is covered if the total loss amount exceeds $500 and you provide proof of the weather event. We... | [
"A",
"B"
] | [
0.9999,
0.0001
] | no | noul | 2 | insurance claim | clear | clear | 0.001473 | null | 8e043264afc0484ba74bf5923151ea4e |
<state>
Released version 2.3.7 of the API with new authentication flow. Removed deprecated "/user/info" endpoint, but kept backward compatibility via redirect. Added a log line "INFO: deprecated endpoint accessed" for monitoring. Updated the CHANGELOG to read: "Added OAuth2 support, removed legacy API".
</state>
Quest... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.999599,
0.0001,
0.0001,
0.0001,
0.000101
] | auth | choice | 5 | changelog entry | clear | clear | 0.002542 | null | fa55ab7583bf4b62a8dba55b39632bc9 |
<state>
Released version 2.3.7 of the API with new authentication flow. Removed deprecated "/user/info" endpoint, but kept backward compatibility via redirect. Added a log line "INFO: deprecated endpoint accessed" for monitoring. Updated the CHANGELOG to read: "Added OAuth2 support, removed legacy API".
</state>
Quest... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.249991,
0.624484,
0.12531,
0.000104,
0.000111
] | moderate | score | 5 | changelog entry | borderline | clear | 0.560955 | 0.875859 | fa55ab7583bf4b62a8dba55b39632bc9 |
<state>
Released version 2.3.7 of the API with new authentication flow. Removed deprecated "/user/info" endpoint, but kept backward compatibility via redirect. Added a log line "INFO: deprecated endpoint accessed" for monitoring. Updated the CHANGELOG to read: "Added OAuth2 support, removed legacy API".
</state>
Quest... | [
"A",
"B"
] | [
0.9999,
0.0001
] | no | noul | 2 | changelog entry | clear | clear | 0.001473 | null | fa55ab7583bf4b62a8dba55b39632bc9 |
<state>
Subject: Issue with recent charge on my account
Hi Support,
I was surprised to see an extra charge of $49.99 on my credit card statement on September 5th. I have been using the basic plan since March and my last invoice was for $29.99, which was correct. The new charge seems to be for the premium add-on, but ... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.9996,
0.0001,
0.0001,
0.0001,
0.0001
] | billing | choice | 5 | user feedback survey response | clear | borderline | 0.002537 | null | 6245c0b6e6094b64a139c3e0a58dfe6b |
<state>
Subject: Issue with recent charge on my account
Hi Support,
I was surprised to see an extra charge of $49.99 on my credit card statement on September 5th. I have been using the basic plan since March and my last invoice was for $29.99, which was correct. The new charge seems to be for the premium add-on, but ... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.000109,
0.999591,
0.0001,
0.0001,
0.0001
] | level2 | score | 5 | user feedback survey response | clear | borderline | 0.00259 | 1.000491 | 6245c0b6e6094b64a139c3e0a58dfe6b |
<state>
```
*** Begin Patch
*** Update File: src/utils/helpers.js
@@
- const result = data.map(item => {
- return transform(item)
- })
+ // Updated mapping logic to handle nulls gracefully
+ const result = data.map(item => {
+ if (!item) return null
+ return transform(item)
+ })
+
+/* TODO: Add unit tests... | [
"A",
"B",
"C",
"D"
] | [
0.0001,
0.9997,
0.0001,
0.0001
] | backend | choice | 4 | git diff / code review | clear | clear | 0.002209 | null | b41fc4e852db45ebb2d88c5bee50f28b |
<state>
```
*** Begin Patch
*** Update File: src/utils/helpers.js
@@
- const result = data.map(item => {
- return transform(item)
- })
+ // Updated mapping logic to handle nulls gracefully
+ const result = data.map(item => {
+ if (!item) return null
+ return transform(item)
+ })
+
+/* TODO: Add unit tests... | [
"A",
"B",
"C",
"D"
] | [
0.0001,
0.0001,
0.9997,
0.0001
] | backend | choice | 4 | git diff / code review | clear | clear | 0.002209 | null | b41fc4e852db45ebb2d88c5bee50f28b |
<state>
```
*** Begin Patch
*** Update File: src/utils/helpers.js
@@
- const result = data.map(item => {
- return transform(item)
- })
+ // Updated mapping logic to handle nulls gracefully
+ const result = data.map(item => {
+ if (!item) return null
+ return transform(item)
+ })
+
+/* TODO: Add unit tests... | [
"A",
"B",
"C",
"D"
] | [
0.999647,
0.0001,
0.000153,
0.0001
] | bugfix | choice | 4 | git diff / code review | clear | clear | 0.002553 | null | b41fc4e852db45ebb2d88c5bee50f28b |
<state>
```
*** Begin Patch
*** Update File: src/utils/helpers.js
@@
- const result = data.map(item => {
- return transform(item)
- })
+ // Updated mapping logic to handle nulls gracefully
+ const result = data.map(item => {
+ if (!item) return null
+ return transform(item)
+ })
+
+/* TODO: Add unit tests... | [
"A",
"B",
"C",
"D"
] | [
0.9997,
0.0001,
0.0001,
0.0001
] | js | choice | 4 | git diff / code review | clear | clear | 0.002209 | null | b41fc4e852db45ebb2d88c5bee50f28b |
<state>
Subject: Re: Request to review flag on my post
Hi moderation team,
I’m writing to appeal the recent removal of my post titled “How to make a homemade rocket – step by step.” The post was taken down on 2024-08-12 at 14:07 UTC, and the notification said it was “violating policy on hazardous content.” I didn’t i... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | noul | 2 | content moderation queue item | clear | clear | 0.001473 | null | 53d3f7a92b534a4cb6f872b7c9207782 |
<state>
Subject: Re: Request to review flag on my post
Hi moderation team,
I’m writing to appeal the recent removal of my post titled “How to make a homemade rocket – step by step.” The post was taken down on 2024-08-12 at 14:07 UTC, and the notification said it was “violating policy on hazardous content.” I didn’t i... | [
"A",
"B",
"C",
"D",
"E",
"F",
"G"
] | [
0.000185,
0.000102,
0.000185,
0.125367,
0.503755,
0.119773,
0.250633
] | 4 | score | 7 | content moderation queue item | ambiguous | clear | 0.622252 | 4.494256 | 53d3f7a92b534a4cb6f872b7c9207782 |
<state>
Subject: Urgent – Migration to v5.2 failed on production
Hi Ops,
We had a full rollback of the migration on the staging environment after the schema diff flagged a missing index on the "orders" table. The diff was:
```
-ALTER TABLE orders ADD CONSTRAINT fk_customer FOREIGN KEY (customer_id) REFERENCES cust... | [
"A",
"B"
] | [
0.0001,
0.9999
] | drop_index | choice | 2 | database migration plan | clear | borderline | 0.001473 | null | e6d542f0020b485c9a4e095d161a4254 |
<state>
Subject: Urgent – Migration to v5.2 failed on production
Hi Ops,
We had a full rollback of the migration on the staging environment after the schema diff flagged a missing index on the "orders" table. The diff was:
```
-ALTER TABLE orders ADD CONSTRAINT fk_customer FOREIGN KEY (customer_id) REFERENCES cust... | [
"A",
"B"
] | [
0.0001,
0.9999
] | high | score | 2 | database migration plan | clear | borderline | 0.001473 | 0.9999 | e6d542f0020b485c9a4e095d161a4254 |
<state>
Patient vitals recorded: BP 138/88 mmHg, HR 82, Temp 37.9°C. Medication list shows amlodipine 5mg daily, lisinopril 10mg daily, but no entry for recent insulin prescription started last week. Allergies: NKDA. Patient reports mild dizziness. The chart also contains an older note from 2019 about a previous stroke... | [
"A",
"B"
] | [
0.9999,
0.0001
] | no | noul | 2 | medical triage note | clear | ambiguous | 0.001473 | null | ee7694fdb2174b5787b253879a52a84a |
<state>
Patient vitals recorded: BP 138/88 mmHg, HR 82, Temp 37.9°C. Medication list shows amlodipine 5mg daily, lisinopril 10mg daily, but no entry for recent insulin prescription started last week. Allergies: NKDA. Patient reports mild dizziness. The chart also contains an older note from 2019 about a previous stroke... | [
"A",
"B"
] | [
0.9999,
0.0001
] | no | noul | 2 | medical triage note | clear | ambiguous | 0.001473 | null | ee7694fdb2174b5787b253879a52a84a |
<state>
I sliced 2 cups of diced carrots, 1 cup chopped zucchini, and 3 minced garlic cloves, tossed them with 2 tbsp olive oil in a skillet, and added a pinch of sea salt. After a few minutes, I stirred in a can of crushed tomatoes and a handful of fresh basil leaves. The mixture simmered for about 10 minutes, then I ... | [
"A",
"B",
"C",
"D"
] | [
0.9997,
0.0001,
0.0001,
0.0001
] | sauté | choice | 4 | recipe or how-to | clear | clear | 0.002209 | null | a767eea7c28149c89e17fa7edb67d9f2 |
<state>
I sliced 2 cups of diced carrots, 1 cup chopped zucchini, and 3 minced garlic cloves, tossed them with 2 tbsp olive oil in a skillet, and added a pinch of sea salt. After a few minutes, I stirred in a can of crushed tomatoes and a handful of fresh basil leaves. The mixture simmered for about 10 minutes, then I ... | [
"A",
"B",
"C",
"D"
] | [
0.0001,
0.000111,
0.99969,
0.0001
] | moderate | score | 4 | recipe or how-to | clear | clear | 0.002279 | 1.999789 | a767eea7c28149c89e17fa7edb67d9f2 |
<state>
I sliced 2 cups of diced carrots, 1 cup chopped zucchini, and 3 minced garlic cloves, tossed them with 2 tbsp olive oil in a skillet, and added a pinch of sea salt. After a few minutes, I stirred in a can of crushed tomatoes and a handful of fresh basil leaves. The mixture simmered for about 10 minutes, then I ... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | noul | 2 | recipe or how-to | clear | clear | 0.001473 | null | a767eea7c28149c89e17fa7edb67d9f2 |
<state>
Subject: Re: Issue with my recent order
Hi Team,
I ordered the UltraBlend 3000 on 2024-08-12 and received it two days late. The tracking says it was delivered on 2024-08-14, but my mailbox shows no delivery confirmation. I also noticed a $10 surcharge on my receipt that wasn’t mentioned at checkout. The produ... | [
"A",
"B",
"C"
] | [
0.0001,
0.624917,
0.374983
] | unconfirmed | choice | 3 | product review | borderline | clear | 0.603059 | null | ce22e5537ff64a5ba2fcf3003ac5c2f0 |
<state>
Subject: Re: Issue with my recent order
Hi Team,
I ordered the UltraBlend 3000 on 2024-08-12 and received it two days late. The tracking says it was delivered on 2024-08-14, but my mailbox shows no delivery confirmation. I also noticed a $10 surcharge on my receipt that wasn’t mentioned at checkout. The produ... | [
"A",
"B",
"C"
] | [
0.9998,
0.0001,
0.0001
] | expedited_shipping | choice | 3 | product review | clear | clear | 0.001858 | null | ce22e5537ff64a5ba2fcf3003ac5c2f0 |
<state>
2026-09-20 14:32:07 UTC | txn_id=TXN123456 | acct=ACC78910 | amount=-120.75 | type=debit | status=pending | note="Refund to customer for overcharge"\n2026-09-20 14:32:10 UTC | txn_id=TXN123457 | acct=ACC78910 | amount=+120.75 | type=credit | status=completed | note="Reversal of previous debit"\n2026-09-20 14:32... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.999599,
0.000101,
0.0001,
0.0001,
0.0001
] | original_debit | choice | 5 | financial transaction record | clear | clear | 0.002544 | null | 1631472bda554ee7a5d494d6ca36248c |
<state>
2026-09-20 14:32:07 UTC | txn_id=TXN123456 | acct=ACC78910 | amount=-120.75 | type=debit | status=pending | note="Refund to customer for overcharge"\n2026-09-20 14:32:10 UTC | txn_id=TXN123457 | acct=ACC78910 | amount=+120.75 | type=credit | status=completed | note="Reversal of previous debit"\n2026-09-20 14:32... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.0001,
0.0001,
0.9996,
0.0001,
0.0001
] | fee_failure | choice | 5 | financial transaction record | clear | clear | 0.002537 | null | 1631472bda554ee7a5d494d6ca36248c |
<state>
diff --git a/src/utils.js b/src/utils.js
index 3f7c9a1..a1b2c3d 100644
--- a/src/utils.js
+++ b/src/utils.js
@@
-function calculateSum(arr) {
- // TODO: handle empty array
- let total = 0;
- for (let i = 0; i < arr.length; i++) {
- total += arr[i];
- }
- return total;
-}
+/**
+ * Calculate... | [
"A",
"B"
] | [
0.9999,
0.0001
] | api | choice | 2 | git diff / code review | clear | ambiguous | 0.001473 | null | 1aab91fd95b2495a83002a9a2402e62c |
<state>
diff --git a/src/utils.js b/src/utils.js
index 3f7c9a1..a1b2c3d 100644
--- a/src/utils.js
+++ b/src/utils.js
@@
-function calculateSum(arr) {
- // TODO: handle empty array
- let total = 0;
- for (let i = 0; i < arr.length; i++) {
- total += arr[i];
- }
- return total;
-}
+/**
+ * Calculate... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | noul | 2 | git diff / code review | clear | ambiguous | 0.001473 | null | 1aab91fd95b2495a83002a9a2402e62c |
<state>
diff --git a/src/utils.js b/src/utils.js
index 3f7c9a1..a1b2c3d 100644
--- a/src/utils.js
+++ b/src/utils.js
@@
-function calculateSum(arr) {
- // TODO: handle empty array
- let total = 0;
- for (let i = 0; i < arr.length; i++) {
- total += arr[i];
- }
- return total;
-}
+/**
+ * Calculate... | [
"A",
"B",
"C",
"D"
] | [
0.0001,
0.0001,
0.9997,
0.0001
] | 2 | score | 4 | git diff / code review | clear | ambiguous | 0.00221 | 1.9998 | 1aab91fd95b2495a83002a9a2402e62c |
<state>
diff --git a/src/utils.js b/src/utils.js
index 3f7c9a1..a1b2c3d 100644
--- a/src/utils.js
+++ b/src/utils.js
@@
-function calculateSum(arr) {
- // TODO: handle empty array
- let total = 0;
- for (let i = 0; i < arr.length; i++) {
- total += arr[i];
- }
- return total;
-}
+/**
+ * Calculate... | [
"A",
"B"
] | [
0.9999,
0.0001
] | buginfo | choice | 2 | git diff / code review | clear | ambiguous | 0.001473 | null | 1aab91fd95b2495a83002a9a2402e62c |
<state>
diff --git a/src/utils.js b/src/utils.js
index 3f7c9a1..a1b2c3d 100644
--- a/src/utils.js
+++ b/src/utils.js
@@
-function calculateSum(arr) {
- // TODO: handle empty array
- let total = 0;
- for (let i = 0; i < arr.length; i++) {
- total += arr[i];
- }
- return total;
-}
+/**
+ * Calculate... | [
"A",
"B"
] | [
0.0001,
0.9999
] | esmodule | choice | 2 | git diff / code review | clear | ambiguous | 0.001473 | null | 1aab91fd95b2495a83002a9a2402e62c |
<state>
We report on a method to improve clustering of high-dimensional embeddings for large-scale image retrieval. Our approach builds upon recent work in manifold learning, but adopts a novel diffusion-based regularization term that reduces overfitting in sparse data settings. Experiments on the ImageNet‑1000 and MS‑... | [
"A",
"B"
] | [
0.999773,
0.000227
] | option1 | choice | 2 | academic abstract | clear | borderline | 0.003071 | null | 7e799ffa54ea44789e8e8c020ac02409 |
<state>
We report on a method to improve clustering of high-dimensional embeddings for large-scale image retrieval. Our approach builds upon recent work in manifold learning, but adopts a novel diffusion-based regularization term that reduces overfitting in sparse data settings. Experiments on the ImageNet‑1000 and MS‑... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | noul | 2 | academic abstract | clear | borderline | 0.001473 | null | 7e799ffa54ea44789e8e8c020ac02409 |
<state>
September 14, 2023
- Added a new API endpoint /v1/orders/create that accepts JSON payloads with an "item_ids" array and returns a 201 status with a location header.
- Deprecated the old /postorder endpoint; it will be removed after March 2024.
- Fixed a null‑pointer crash when a user tries to cancel an order t... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.9996,
0.0001,
0.0001,
0.0001,
0.0001
] | feature | choice | 5 | changelog entry | clear | ambiguous | 0.00254 | null | 9b1cefaa69334c3697d2e3a5d452e9eb |
<state>
September 14, 2023
- Added a new API endpoint /v1/orders/create that accepts JSON payloads with an "item_ids" array and returns a 201 status with a location header.
- Deprecated the old /postorder endpoint; it will be removed after March 2024.
- Fixed a null‑pointer crash when a user tries to cancel an order t... | [
"A",
"B"
] | [
0.9999,
0.0001
] | no | noul | 2 | changelog entry | clear | ambiguous | 0.001473 | null | 9b1cefaa69334c3697d2e3a5d452e9eb |
<state>
Subject: VPN Access Problem
Hi Team,
I’ve been trying to connect to the corporate VPN using the new VPN client (v3.2.1) that we installed last week. The connection attempt ends with the following error message displayed in the client log:
```
[2026-09-20 14:07:33] ERROR: Unable to authenticate. Reason: 502 B... | [
"A",
"B",
"C",
"D",
"E",
"F",
"G",
"H"
] | [
0.000102,
0.000106,
0.125001,
0.000101,
0.874388,
0.0001,
0.0001,
0.000102
] | server-outage | choice | 8 | IT helpdesk ticket | clear | clear | 0.184147 | null | bd0edcfd4d194d98aa9e36675e928339 |
<state>
Subject: VPN Access Problem
Hi Team,
I’ve been trying to connect to the corporate VPN using the new VPN client (v3.2.1) that we installed last week. The connection attempt ends with the following error message displayed in the client log:
```
[2026-09-20 14:07:33] ERROR: Unable to authenticate. Reason: 502 B... | [
"A",
"B"
] | [
0.9999,
0.0001
] | no | noul | 2 | IT helpdesk ticket | clear | clear | 0.001473 | null | bd0edcfd4d194d98aa9e36675e928339 |
<state>
Hi Support,
I just upgraded my plan to the Pro tier last Friday, but now when I try to log in I keep getting the same error message: "Authentication failed – your credentials were not found." I’ve cleared cache, reset my password, and tried both Chrome and Firefox—no luck. My account number is 987654321, and m... | [
"A",
"B",
"C",
"D"
] | [
0.0001,
0.0001,
0.0001,
0.9997
] | access | choice | 4 | customer support email | clear | clear | 0.002209 | null | 3416b804037e4af583057314c3d18c94 |
<state>
Hi Support,
I just upgraded my plan to the Pro tier last Friday, but now when I try to log in I keep getting the same error message: "Authentication failed – your credentials were not found." I’ve cleared cache, reset my password, and tried both Chrome and Firefox—no luck. My account number is 987654321, and m... | [
"A",
"B",
"C",
"D"
] | [
0.0001,
0.9997,
0.0001,
0.0001
] | access | choice | 4 | customer support email | clear | clear | 0.00221 | null | 3416b804037e4af583057314c3d18c94 |
<state>
The user posted a comment on a public forum last Tuesday at 3:17 PM GMT. The comment read: “I can’t believe the new update broke the app again! It’s crashing every time I open the chat. The last version worked fine and I had no issues. Why do you keep changing everything?” The thread was under the “App Bugs” su... | [
"A",
"B",
"C"
] | [
0.0001,
0.749894,
0.250006
] | medium | score | 3 | content moderation queue item | borderline | ambiguous | 0.512769 | 1.249906 | 63bf662b2c0c4f37b0564081c1d5a7b3 |
<state>
The user posted a comment on a public forum last Tuesday at 3:17 PM GMT. The comment read: “I can’t believe the new update broke the app again! It’s crashing every time I open the chat. The last version worked fine and I had no issues. Why do you keep changing everything?” The thread was under the “App Bugs” su... | [
"A",
"B",
"C"
] | [
0.9998,
0.0001,
0.0001
] | dev | choice | 3 | content moderation queue item | clear | ambiguous | 0.001858 | null | 63bf662b2c0c4f37b0564081c1d5a7b3 |
<state>
The user posted a comment on a public forum last Tuesday at 3:17 PM GMT. The comment read: “I can’t believe the new update broke the app again! It’s crashing every time I open the chat. The last version worked fine and I had no issues. Why do you keep changing everything?” The thread was under the “App Bugs” su... | [
"A",
"B"
] | [
0.9999,
0.0001
] | no | noul | 2 | content moderation queue item | clear | ambiguous | 0.001473 | null | 63bf662b2c0c4f37b0564081c1d5a7b3 |
<state>
The user posted a comment on a public forum last Tuesday at 3:17 PM GMT. The comment read: “I can’t believe the new update broke the app again! It’s crashing every time I open the chat. The last version worked fine and I had no issues. Why do you keep changing everything?” The thread was under the “App Bugs” su... | [
"A",
"B",
"C"
] | [
0.999688,
0.0001,
0.000212
] | provide_hotfix | choice | 3 | content moderation queue item | clear | ambiguous | 0.002752 | null | 63bf662b2c0c4f37b0564081c1d5a7b3 |
<state>
diff --git a/src/utils/validation.js b/src/utils/validation.js
index 3f2a1c4..b8e4d3a 100644
--- a/src/utils/validation.js
+++ b/src/utils/validation.js
@@
- if (!value) {
- throw new Error('Value must be provided');
- }
+ if (value === null || value === undefined) {
+ throw new Error('Value must be pr... | [
"A",
"B"
] | [
0.0001,
0.9999
] | feature | choice | 2 | git diff / code review | clear | clear | 0.001473 | null | f4ff5a2474524a17bec3dfb1f9e5318b |
<state>
diff --git a/src/utils/validation.js b/src/utils/validation.js
index 3f2a1c4..b8e4d3a 100644
--- a/src/utils/validation.js
+++ b/src/utils/validation.js
@@
- if (!value) {
- throw new Error('Value must be provided');
- }
+ if (value === null || value === undefined) {
+ throw new Error('Value must be pr... | [
"A",
"B"
] | [
0.0001,
0.9999
] | enhancement | choice | 2 | git diff / code review | clear | clear | 0.001477 | null | f4ff5a2474524a17bec3dfb1f9e5318b |
<state>
diff --git a/src/utils/validation.js b/src/utils/validation.js
index 3f2a1c4..b8e4d3a 100644
--- a/src/utils/validation.js
+++ b/src/utils/validation.js
@@
- if (!value) {
- throw new Error('Value must be provided');
- }
+ if (value === null || value === undefined) {
+ throw new Error('Value must be pr... | [
"A",
"B",
"C"
] | [
0.0001,
0.00184,
0.99806
] | high | score | 3 | git diff / code review | clear | clear | 0.013148 | 1.99796 | f4ff5a2474524a17bec3dfb1f9e5318b |
<state>
diff --git a/src/utils/validation.js b/src/utils/validation.js
index 3f2a1c4..b8e4d3a 100644
--- a/src/utils/validation.js
+++ b/src/utils/validation.js
@@
- if (!value) {
- throw new Error('Value must be provided');
- }
+ if (value === null || value === undefined) {
+ throw new Error('Value must be pr... | [
"A",
"B"
] | [
0.624975,
0.375025
] | no | noul | 2 | git diff / code review | borderline | clear | 0.954452 | null | f4ff5a2474524a17bec3dfb1f9e5318b |
<state>
The Associated Press reports in the middle of a thick blizzard that the city’s power grid had been partially restored after the storm knocked out a 200‑kV transmission line near the outskirts of the town. Credit: Alex Rivera, AP Sky‑View Photos. The incident is being investigated by the Northern Regional Fire ... | [
"A",
"B"
] | [
0.0001,
0.9999
] | yes | noul | 2 | news wire copy | clear | borderline | 0.001473 | null | addd9a8edd6741fa903ae5a705f468db |
<state>
The Associated Press reports in the middle of a thick blizzard that the city’s power grid had been partially restored after the storm knocked out a 200‑kV transmission line near the outskirts of the town. Credit: Alex Rivera, AP Sky‑View Photos. The incident is being investigated by the Northern Regional Fire ... | [
"A",
"B",
"C",
"D",
"E"
] | [
0.0001,
0.000103,
0.0001,
0.999592,
0.000104
] | press_release | choice | 5 | news wire copy | clear | borderline | 0.002581 | null | addd9a8edd6741fa903ae5a705f468db |
<state>
Subject: Re: Application for Senior UX Designer Position
Hi Emily,
Thank you for sending over your portfolio. I’ve had a chance to review it and had a look at the UX case studies you highlighted. Overall, the work demonstrates a strong understanding of user flows and visual hierarchy. The prototype you linked... | [
"A",
"B",
"C"
] | [
0.9998,
0.0001,
0.0001
] | pdf | choice | 3 | job application | clear | ambiguous | 0.001858 | null | 97a4231e15954d509cfaa5533fef63ea |
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