req_9e12a5cc75c2

Received 2026-09-18 11:59:00 UTC via web · ← all requests

type
general inquiry
confidence
0.40
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 about a car giveaway, not an actual restoration request; defaulting to general_inquiry as it describes no damage.
customer text
THE LAMBORGHINI AVENTADOR IS THE SPECTACULAR PREMIUM https://telegra.ph/Win-a-new-Lamborghini-Aventador-today-Message-ID-342482-09-14
customer reply
We appreciate you reaching out, but this request 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. A team member will be happy to review any legitimate restoration needs and contact you.
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

2026-09-18 11:59:00 UTC
request
4 keys — request_id, raw_text, channel, … 
{
  "request_id": "req_9e12a5cc75c2",
  "raw_text": "THE LAMBORGHINI AVENTADOR IS THE SPECTACULAR PREMIUM https://telegra.ph/Win-a-new-Lamborghini-Aventador-today-Message-ID-342482-09-14",
  "channel": "web",
  "received_at": "2026-09-18T11:59:00.918835+00:00"
}
raw_chars
133

2. validated

2026-09-18 11:59:00 UTC
status
passed
checks
3 items 
[
  "non_empty",
  "length_bounds",
  "channel"
]

3. service_area

2026-09-18 11:59:00 UTC
mentions
0 items 
[]
in_service_area
null

4. life_safety_screen

screen clear 2026-09-18 11:59:00 UTC
matched_terms
0 items 
[]
triggered
false

5. hazard_screen

screen clear 2026-09-18 11:59:00 UTC
matched_terms
0 items 
[]
triggered
false

6. classified

2026-09-18 11:59:04 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": 579,
      "output_tokens": 61
    },
    "retries": 0
  }
]

7. reply_drafted

2026-09-18 11:59:07 UTC
revision
0
reply
Thank you for reaching out to us. We received your message, and a team member will personally review your request and reach out to discuss how we can help. If you're experiencing an emergency situation that requires immediate assistance, please contact local emergency services.
model_used
claude-haiku-4-5
usage
2 keys — input_tokens, output_tokens 
{
  "input_tokens": 359,
  "output_tokens": 53
}
retries
0

8. reply_reviewed

2026-09-18 11:59:09 UTC
revision
0
approved
false
reasons
1 item 
[
  "Draft reply does not match the customer request - this appears to be spam/phishing content unrelated to restoration services, and the reply should address this rather than provide a standard service response"
]
checker
critic_llm
model_used
claude-haiku-4-5
usage
2 keys — input_tokens, output_tokens 
{
  "input_tokens": 493,
  "output_tokens": 51
}
retries
0

9. reply_drafted

2026-09-18 11:59:11 UTC
revision
1
reply
We appreciate you reaching out, but this request 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. A team member will be happy to review any legitimate restoration needs and contact you.
model_used
claude-haiku-4-5
usage
2 keys — input_tokens, output_tokens 
{
  "input_tokens": 409,
  "output_tokens": 69
}
retries
0

10. reply_reviewed

2026-09-18 11:59:12 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": 509,
  "output_tokens": 13
}
retries
0

11. customer_reply

2026-09-18 11:59:12 UTC
source
drafted
revisions_used
1
reply
We appreciate you reaching out, but this request 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. A team member will be happy to review any legitimate restoration needs and contact you.

12. finalized

2026-09-18 11:59:12 UTC
request_type
general_inquiry
confidence
0.4
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": 808,
  "output_tokens": 77
}
retries
0

13. escalation_opened

2026-09-18 11:59:12 UTC
reasons
1 item 
[
  "low_confidence"
]
life_safety
false