req_388bb7b12cc8
Received 2026-11-02 21:49:56 UTC via web · ← all requests
- type
- general inquiry
- confidence
- 0.10
- routing
- human review open → queue
- model path
- claude-haiku-4-5 ok→low confidence, reread on claude-opus-4-8 still low→human review
- dispatcher note
- Message content is unintelligible gibberish with no describable damage type, defaulting to general inquiry for manual follow-up.
- customer text
- Gfihudwgfyehjwowjifwhu fuehiqokewwfueiweqijwihrwu ifwiqdjwrhwijwijwirhwu restorationintake.com
- customer reply
- Thank you for reaching out to us. We received your request and will have a team member personally review it and contact you to better understand your situation. We're here to help once we can clarify the details of what you're experiencing.
- life safety
- false
- status
- analyzed
Audit trail
Every pipeline step in order, with the exact values recorded at that step —
including model attempts, token usage, errors, and the escalation decision. Where a human
worked the request, the escalation_* workflow events continue the same trail.
1. received
2026-11-02 21:49:56 UTC- request
-
4 keys — request_id, raw_text, channel, …
{ "request_id": "req_388bb7b12cc8", "raw_text": "Gfihudwgfyehjwowjifwhu fuehiqokewwfueiweqijwihrwu ifwiqdjwrhwijwijwirhwu restorationintake.com", "channel": "web", "received_at": "2026-11-02T21:49:56.866038+00:00" } - raw_chars
94
2. validated
2026-11-02 21:49:56 UTC- status
- passed
- checks
-
3 items
[ "non_empty", "length_bounds", "channel" ]
3. service_area
2026-11-02 21:49:56 UTC- mentions
-
0 items
[]
- in_service_area
null
4. life_safety_screen
screen clear 2026-11-02 21:49:56 UTC- matched_terms
-
0 items
[]
- triggered
false
5. hazard_screen
screen clear 2026-11-02 21:49:56 UTC- matched_terms
-
0 items
[]
- triggered
false
6. classified
2026-11-02 21:49:58 UTC- request_type
- general_inquiry
- confidence
0.5- prompt_config_version
- 1.2.0
- prompt_config_fingerprint
- 453231eb1878
- classifier
- llm
- model_used
- claude-haiku-4-5
- attempts
-
1 item
[ { "model": "claude-haiku-4-5", "usage": { "input_tokens": 583, "output_tokens": 58 }, "retries": 0 } ]
7. reply_drafted
2026-11-02 21:50:02 UTC- revision
0- reply
- Thank you for reaching out to us. We received your request and will have a team member personally review it and contact you to better understand your situation. We're here to help once we can clarify the details of what you're experiencing.
- model_used
- claude-haiku-4-5
- usage
-
2 keys — input_tokens, output_tokens
{ "input_tokens": 357, "output_tokens": 51 } - retries
0
8. reply_reviewed
2026-11-02 21:50:03 UTC- revision
0- approved
true- reasons
-
0 items
[]
- checker
- critic_llm
- model_used
- claude-haiku-4-5
- usage
-
2 keys — input_tokens, output_tokens
{ "input_tokens": 495, "output_tokens": 12 } - retries
0
9. customer_reply
2026-11-02 21:50:03 UTC- source
- drafted
- revisions_used
0- reply
- Thank you for reaching out to us. We received your request and will have a team member personally review it and contact you to better understand your situation. We're here to help once we can clarify the details of what you're experiencing.
10. finalized
2026-11-02 21:50:03 UTC- request_type
- general_inquiry
- confidence
0.1- escalate_to_human
true- life_safety
false- action
- escalated_to_human
- escalation_model
- claude-opus-4-8
- confidence_threshold
0.7- threshold_source
- global
- usage
-
2 keys — input_tokens, output_tokens
{ "input_tokens": 793, "output_tokens": 68 } - retries
0
11. escalation_opened
2026-11-02 21:50:03 UTC- reasons
-
1 item
[ "low_confidence" ]
- life_safety
false