F-2401Detected Sep 30, 14:18 UTC
Hotspot doesn't work on my prepaid line.
Found in v3.4 · device-troubleshooting v3.0 on device-troubleshooting · Device troubleshooting
Model answer vs gold answer
6% of model-answer words appear in the gold answer
Model answer
support-assistant v3.4To use hotspot, set your APN to 'harbor.net' and restart your phone. Unsupported: Hotspot is included on all plans.
Gold answer
Human-verified · device-troubleshootingHotspot is not included on Prepaid Basic. On other plans, set the Personal Hotspot APN to 'harbor.net' and restart the phone.
- claimFlagged by the judge as unsupported or contradicted
Retrieved context
bge-m3 · hybrid (BM25 + dense, RRF) · top 3 passed to the generator
2 of 3 retrieved chunks are relevant · gold passage at rank 6
- 1
APN settings for Android and iOS
Default APN values · kb-device-131 · v2026.09
RelevantAPN: harbor.net for data and hotspot.
Similarity0.82 - 2
Personal hotspot not working
Device settings · kb-device-140 · v2026.09
RelevantCheck the APN field under Personal Hotspot.
Similarity0.80 - 3
Personal hotspot not working
Hotspot limits · kb-device-140 · v2026.09
Not relevantHotspot use counts toward your plan's data allowance.
Similarity0.71
Judge verdict
LLM judge · Claude Opus 5.5 · rubric v3
0.39
rubric score · pass threshold 0.70
APN guidance is supported, but 'included on all plans' is not stated anywhere in context and contradicts the plan eligibility section (rank 6).
Diagnosis
Unsupported claims · Hotspot eligibility
Root cause
Plan eligibility section was retrieved at rank 6 and cut by top-k=5 context assembly.
Suggested fix
Raise context k to 6 for device intents or merge the eligibility section into the settings chunk.
Playbook: unsupported claims
The answer states something that is not present in the retrieved context.
Detection signals
- Claim-level faithfulness below 0.85
- Numbers, fees or durations absent from every retrieved chunk
- Citations that do not contain the cited sentence
Common fixes
- Require a citation after each factual sentence and refuse when none applies
- Reject answers with numeric claims missing from context in a post-generation check
- Lower temperature for billing and policy intents
- Add the query to the regression set with an escalate-or-decline gold answer
Activity
1 event · 0 comments
Relevant ·
Detected by support-assistant v3.4 run and labeled unsupported claims