req_af8cf9b41da7

Received 2026-09-22 03:30:07 UTC via web · ← all requests

type
general inquiry
confidence
0.60
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
This appears to be spam/phishing content with no actual restoration request, defaulted to general inquiry as it describes no damage.
customer text
The Lamborghini Aventador is the extraordinary prize https://telegra.ph/Win-a-new-Lamborghini-Aventador-today-Message-ID-389047-09-14
customer reply
We appreciate you contacting us, but your message doesn't appear to relate to restoration services. If you have a genuine property damage concern, please submit a new request with details about the situation, and a team member will personally review it and be in touch.
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

2026-09-22 03:30:07 UTC
request
4 keys — request_id, raw_text, channel, … 
{
  "request_id": "req_af8cf9b41da7",
  "raw_text": "The Lamborghini Aventador is the extraordinary prize https://telegra.ph/Win-a-new-Lamborghini-Aventador-today-Message-ID-389047-09-14",
  "channel": "web",
  "received_at": "2026-09-22T03:30:07.385580+00:00"
}
raw_chars
133

2. validated

2026-09-22 03:30:07 UTC
status
passed
checks
3 items 
[
  "non_empty",
  "length_bounds",
  "channel"
]

3. service_area

2026-09-22 03:30:07 UTC
mentions
0 items 
[]
in_service_area
null

4. life_safety_screen

screen clear 2026-09-22 03:30:07 UTC
matched_terms
0 items 
[]
triggered
false

5. hazard_screen

screen clear 2026-09-22 03:30:07 UTC
matched_terms
0 items 
[]
triggered
false

6. classified

2026-09-22 03:30:09 UTC
request_type
general_inquiry
confidence
0.15
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": 577,
      "output_tokens": 58
    },
    "retries": 0
  }
]

7. reply_drafted

2026-09-22 03:30:13 UTC
revision
0
reply
Thank you for contacting us. We've received your inquiry, and a team member will personally review your request and reach out to discuss how we can help. If you're experiencing water, fire, mold, or storm damage, please provide details about the situation so we can better assist you.
model_used
claude-haiku-4-5
usage
2 keys — input_tokens, output_tokens 
{
  "input_tokens": 349,
  "output_tokens": 63
}
retries
0

8. reply_reviewed

2026-09-22 03:30:16 UTC
revision
0
approved
false
reasons
2 items 
[
  "Draft reply contains implied timing language ('will reach out') that suggests a promised response timeframe",
  "Customer request appears to be spam/phishing content unrelated to restoration services, yet draft doesn't address this anomaly appropriately"
]
checker
critic_llm
model_used
claude-haiku-4-5
usage
2 keys — input_tokens, output_tokens 
{
  "input_tokens": 501,
  "output_tokens": 60
}
retries
0

9. reply_drafted

2026-09-22 03:30:17 UTC
revision
1
reply
We appreciate you contacting us, but your message doesn't appear to relate to restoration services. If you have a genuine property damage concern, please submit a new request with details about the situation, and a team member will personally review it and be in touch.
model_used
claude-haiku-4-5
usage
2 keys — input_tokens, output_tokens 
{
  "input_tokens": 408,
  "output_tokens": 55
}
retries
0

10. reply_reviewed

2026-09-22 03:30:18 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": 493,
  "output_tokens": 13
}
retries
0

11. customer_reply

2026-09-22 03:30:18 UTC
source
drafted
revisions_used
1
reply
We appreciate you contacting us, but your message doesn't appear to relate to restoration services. If you have a genuine property damage concern, please submit a new request with details about the situation, and a team member will personally review it and be in touch.

12. finalized

2026-09-22 03:30:18 UTC
request_type
general_inquiry
confidence
0.6
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": 792,
  "output_tokens": 68
}
retries
0

13. escalation_opened

2026-09-22 03:30:18 UTC
reasons
1 item 
[
  "low_confidence"
]
life_safety
false