req_aaa267bd9a0f
Received 2026-10-23 14:32:28 UTC via web · ← all requests
- type
- general inquiry
- confidence
- 0.95
- routing
- auto
- model path
- claude-haiku-4-5 ok→auto-accepted
- dispatcher note
- This is a spam/scam message unrelated to restoration services; classified as general inquiry since it contains no damage report.
- customer text
- READ THE NEWS AND HONE SKILLS FOR $50,000,000 PER MONTH https://telegra.ph/Read-the-latest-news-and-earn-50000000-in-a-month-Message-ID-980960-10-05
- customer reply
- We appreciate you reaching out, but this message appears unrelated to restoration services. If you have a genuine water, fire, mold, storm, or biohazard damage situation, please resubmit with details about the damage and we'll be happy to help.
- 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
2026-10-23 14:32:28 UTC- request
-
4 keys — request_id, raw_text, channel, …
{ "request_id": "req_aaa267bd9a0f", "raw_text": "READ THE NEWS AND HONE SKILLS FOR $50,000,000 PER MONTH https://telegra.ph/Read-the-latest-news-and-earn-50000000-in-a-month-Message-ID-980960-10-05", "channel": "web", "received_at": "2026-10-23T14:32:28.887774+00:00" } - raw_chars
148
2. validated
2026-10-23 14:32:28 UTC- status
- passed
- checks
-
3 items
[ "non_empty", "length_bounds", "channel" ]
3. service_area
2026-10-23 14:32:28 UTC- mentions
-
0 items
[]
- in_service_area
null
4. life_safety_screen
screen clear 2026-10-23 14:32:28 UTC- matched_terms
-
0 items
[]
- triggered
false
5. hazard_screen
screen clear 2026-10-23 14:32:28 UTC- matched_terms
-
0 items
[]
- triggered
false
6. classified
2026-10-23 14:32:31 UTC- request_type
- general_inquiry
- confidence
0.95- 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": 591, "output_tokens": 51 }, "retries": 0 } ]
7. reply_drafted
2026-10-23 14:32:32 UTC- revision
0- reply
- We appreciate you reaching out, but this message doesn't appear to relate to restoration services. If you've experienced water, fire, mold, storm, or other property damage and need assistance, please submit a new request with details about your situation and we'll review it promptly.
- model_used
- claude-haiku-4-5
- usage
-
2 keys — input_tokens, output_tokens
{ "input_tokens": 362, "output_tokens": 60 } - retries
0
8. reply_reviewed
2026-10-23 14:32:35 UTC- revision
0- approved
false- reasons
-
1 item
[ "The customer request is spam/scam content unrelated to restoration services; responding to it as if it were a legitimate inquiry may inadvertently legitimize the spam." ]
- checker
- critic_llm
- model_used
- claude-haiku-4-5
- usage
-
2 keys — input_tokens, output_tokens
{ "input_tokens": 512, "output_tokens": 47 } - retries
0
9. reply_drafted
2026-10-23 14:32:36 UTC- revision
1- reply
- We appreciate you reaching out, but this message appears unrelated to restoration services. If you have a genuine water, fire, mold, storm, or biohazard damage situation, please resubmit with details about the damage and we'll be happy to help.
- model_used
- claude-haiku-4-5
- usage
-
2 keys — input_tokens, output_tokens
{ "input_tokens": 408, "output_tokens": 59 } - retries
0
10. reply_reviewed
2026-10-23 14:32:37 UTC- revision
1- approved
true- reasons
-
0 items
[]
- checker
- critic_llm
- model_used
- claude-haiku-4-5
- usage
-
2 keys — input_tokens, output_tokens
{ "input_tokens": 511, "output_tokens": 13 } - retries
0
11. customer_reply
2026-10-23 14:32:37 UTC- source
- drafted
- revisions_used
1- reply
- We appreciate you reaching out, but this message appears unrelated to restoration services. If you have a genuine water, fire, mold, storm, or biohazard damage situation, please resubmit with details about the damage and we'll be happy to help.
12. finalized
2026-10-23 14:32:37 UTC- request_type
- general_inquiry
- confidence
0.95- escalate_to_human
false- life_safety
false- action
- passed
- confidence_threshold
0.7- threshold_source
- global