πŸ”§ Processing Diagnostics completed

πŸ“Š Core Incident Data

call_id 2026031708526
incident_type TRAFFIC W/INJUR
headline Crash with Injuries on I-81 at Exit 48
description Dispatch reports a traffic accident with injuries on I-81 southbound at Exit 48. Units were assigned to operate on Fire TAC 2.
location Couldn't verify location
agencies Pamelia Fire, Evans Mills Ambulance
datetime 2026-03-17 08:52:06
category other
severity major
update_type new_incident

🎯 Processing & Status

processing_status completed
ai_completed_at 2026-03-17 08:53:07
confidence_score not set
should_post_publicly YES
pre_alert_sent YES
summary_alert_sent YES
audio_hash not set
file_name JE_34_Pamelia_Fire_2026_03_17_08_52_06.mp3
source_file JE_34_Pamelia_Fire_2026_03_17_08_52_06.mp3

πŸ—ΊοΈ Location Validation Process

⚠️ AI Chose Fallback

Final Address: Couldn't verify location

4 Attempts
11.87s processing time

Validation Attempts Timeline:

Attempt #1 - NYS GIS βœ—
8:52:55 AM
ZERO_RESULTS
Input Address:
Interstate 81 Southbound & Exit 48, NY
AI Decision: RETRY
"NYS GIS often cannot verify highway exit intersections formatted as 'Interstate 81 Southbound & Exit 48'. Transcript clearly indicates an injury traffic incident at Exit 48 southbound near Evans Mills/LeRay. Retrying with a simpler, standard highway/exit format and nearby place name should improve match and is still specific for response."
β†’ AI Suggested Address:
I-81 S at Exit 48, Evans Mills, NY
Attempt #2 - NYS GIS βœ—
8:52:57 AM
ZERO_RESULTS
Input Address:
I-81 S at Exit 48, Evans Mills, NY
AI Decision: RETRY
"Transcript clearly indicates an injury crash on I-81 southbound at Exit 48. NYS GIS often fails on highway exit/interchange descriptions and the 'Evans Mills' postal place can mislead; Exit 48 is in the Town of LeRay area. Retrying with the same location but using the town name (LeRay) instead of Evans Mills may match NYS GIS datasets better while staying true to the dispatch location."
β†’ AI Suggested Address:
Interstate 81 S at Exit 48, LeRay, NY
Attempt #3 - Google Maps βœ“
8:53:01 AM
OK
Input Address:
Interstate 81 S at Exit 48, LeRay, NY
βœ“ Validated Address:
I-81, New York, USA
πŸ“ 43.1665235, -76.1111419 View on Map β†—
AI Decision: RETRY
"Google returned only a generic 'I-81, New York, USA' which is too broad for emergency response. Transcript specifies Exit 48 southbound near Evans Mills/LeRay; reformat with Evans Mills and ZIP to force a specific interchange match."
β†’ AI Suggested Address:
I-81 S & Exit 48, Evans Mills, NY 13637
Attempt #4 - Google Maps βœ“
8:53:04 AM
OK
Input Address:
I-81 S & Exit 48, Evans Mills, NY 13637
βœ“ Validated Address:
I-81, United States
πŸ“ 39.4719443, -77.9881216 View on Map β†—
AI Decision: FALLBACK
"After 4 attempts, Google Maps is only returning the generic feature 'I-81, United States' and prior queries for 'Exit 48' in Evans Mills produced ZERO_RESULTS. Without a mappable Exit 48 point, the location cannot be validated to a specific interchange/response point; best available is the vague description 'I-81 southbound near Exit 48 (Evans Mills/LeRay area)' which is inherently too broad for geocoding."

πŸ”§ Technical Details

β–Ό
Started At 03/17/2026 8:52:54 AM
Completed At 03/17/2026 8:53:06 AM
Total Processing Time 11.87 seconds
Outcome Code fallback_ai_decision

Raw JSON Data:

{
    "attempts": [
        {
            "attempt_number": 1,
            "timestamp": "2026-03-17T08:52:55.175165",
            "provider": "NYS GIS",
            "input_address": "Interstate 81 Southbound & Exit 48, NY",
            "validation_result": "ZERO_RESULTS",
            "validated_address": null,
            "ai_action": "retry",
            "ai_reasoning": "NYS GIS often cannot verify highway exit intersections formatted as 'Interstate 81 Southbound & Exit 48'. Transcript clearly indicates an injury traffic incident at Exit 48 southbound near Evans Mills/LeRay. Retrying with a simpler, standard highway/exit format and nearby place name should improve match and is still specific for response.",
            "new_address": "I-81 S at Exit 48, Evans Mills, NY"
        },
        {
            "attempt_number": 2,
            "timestamp": "2026-03-17T08:52:57.797697",
            "provider": "NYS GIS",
            "input_address": "I-81 S at Exit 48, Evans Mills, NY",
            "validation_result": "ZERO_RESULTS",
            "validated_address": null,
            "ai_action": "retry",
            "ai_reasoning": "Transcript clearly indicates an injury crash on I-81 southbound at Exit 48. NYS GIS often fails on highway exit/interchange descriptions and the 'Evans Mills' postal place can mislead; Exit 48 is in the Town of LeRay area. Retrying with the same location but using the town name (LeRay) instead of Evans Mills may match NYS GIS datasets better while staying true to the dispatch location.",
            "new_address": "Interstate 81 S at Exit 48, LeRay, NY"
        },
        {
            "attempt_number": 3,
            "timestamp": "2026-03-17T08:53:01.730147",
            "provider": "Google Maps",
            "input_address": "Interstate 81 S at Exit 48, LeRay, NY",
            "validation_result": "OK",
            "validated_address": "I-81, New York, USA",
            "latitude": 43.1665235,
            "longitude": -76.1111419,
            "ai_action": "retry",
            "ai_reasoning": "Google returned only a generic 'I-81, New York, USA' which is too broad for emergency response. Transcript specifies Exit 48 southbound near Evans Mills/LeRay; reformat with Evans Mills and ZIP to force a specific interchange match.",
            "new_address": "I-81 S & Exit 48, Evans Mills, NY 13637"
        },
        {
            "attempt_number": 4,
            "timestamp": "2026-03-17T08:53:04.415763",
            "provider": "Google Maps",
            "input_address": "I-81 S & Exit 48, Evans Mills, NY 13637",
            "validation_result": "OK",
            "validated_address": "I-81, United States",
            "latitude": 39.4719443,
            "longitude": -77.9881216,
            "ai_action": "fallback",
            "ai_reasoning": "After 4 attempts, Google Maps is only returning the generic feature 'I-81, United States' and prior queries for 'Exit 48' in Evans Mills produced ZERO_RESULTS. Without a mappable Exit 48 point, the location cannot be validated to a specific interchange/response point; best available is the vague description 'I-81 southbound near Exit 48 (Evans Mills/LeRay area)' which is inherently too broad for geocoding."
        }
    ],
    "summary": {
        "total_attempts": 4,
        "final_outcome": "fallback_ai_decision",
        "final_address": "Couldn't verify location",
        "processing_time_seconds": 11.87,
        "started_at": "2026-03-17T08:52:54.963073",
        "completed_at": "2026-03-17T08:53:06.834554"
    }
}

πŸ”Š Audio Playback

File: /audio/JE_34_Pamelia_Fire_2026_03_17_08_52_06.mp3

πŸ“ Primary Transcription (OpenAI)

Camelia fire, Evans Mills ambulance, traffic engine incident with injury. Exit 48 Southbound. Repeating. Familia Fire. Evans Mills Ambulance traffic incident with injury. Exit 48 Southbound. You'll be on Fire TAC two.

πŸ“ Secondary Transcription (Whisper)

Camillion Fire, Evansville's Ambulance, traffic incident with injury, exit 48 southbound. Repeating, Camillion Fire, Evansville's Ambulance, traffic incident with injury, exit 48 southbound. You'll be on fire attack 2.

πŸ€– AI Context & Reasoning

Model Feedback:

Both transcripts align on: Pamelia (misheard as Camillion/Camelia/Familia) Fire and Evans Mills Ambulance dispatched for a traffic incident with injuries on I-81 southbound at Exit 48, operating on Fire TAC 2. No matching location/exit in recent history; other I-81 injury crashes were at mile markers 150 and 154, so this is treated as a separate new incident. Location formatted as an interstate/exit reference since no municipality or mile marker was provided.

Memory/Context:

Primary dispatch for Pamelia Fire (Dept 34) and Evans Mills Ambulance (Dept 64) for a traffic incident with injury on I-81 southbound at Exit 48. Dispatch repeated assignment and advised units to operate on Fire TAC 2. No vehicle count, entrapment, hazards, or patient count provided in the audio.

πŸ”— Related Calls Timeline

08:52:06 - Crash with Injuries on I-81 at Exit 48
Call ID: 2026031708526 | Type: new_incident

πŸ” Database Info

β–Ό

Test Queries:

Get this incident:

SELECT * FROM incidents WHERE call_id = '2026031708526';

Get alert queue:

SELECT * FROM u390051648_alerting.alert_queue WHERE call_id = '2026031708526';

Get related incidents:

SELECT * FROM incidents WHERE JSON_CONTAINS(related_calls, '"2026031708526"');

Get latest incidents:

SELECT * FROM incidents ORDER BY ai_completed_at DESC LIMIT 10;

Raw Database Record:

{
    "call_id": "2026031708526",
    "headline": "Crash with Injuries on I-81 at Exit 48",
    "description": "Dispatch reports a traffic accident with injuries on I-81 southbound at Exit 48. Units were assigned to operate on Fire TAC 2.",
    "location": "Couldn't verify location",
    "agencies": "Pamelia Fire, Evans Mills Ambulance",
    "incident_type": "TRAFFIC W/INJUR",
    "file_name": "JE_34_Pamelia_Fire_2026_03_17_08_52_06.mp3",
    "source_file": "JE_34_Pamelia_Fire_2026_03_17_08_52_06.mp3",
    "date": "0000-00-00 00:00:00",
    "category": "other",
    "model_feedback": "Both transcripts align on: Pamelia (misheard as Camillion/Camelia/Familia) Fire and Evans Mills Ambulance dispatched for a traffic incident with injuries on I-81 southbound at Exit 48, operating on Fire TAC 2. No matching location/exit in recent history; other I-81 injury crashes were at mile markers 150 and 154, so this is treated as a separate new incident. Location formatted as an interstate/exit reference since no municipality or mile marker was provided.",
    "memory": "Primary dispatch for Pamelia Fire (Dept 34) and Evans Mills Ambulance (Dept 64) for a traffic incident with injury on I-81 southbound at Exit 48. Dispatch repeated assignment and advised units to operate on Fire TAC 2. No vehicle count, entrapment, hazards, or patient count provided in the audio.",
    "related_calls": "[]",
    "update_type": "new_incident",
    "severity": "major",
    "should_post_publicly": 1,
    "transcription": "Camelia fire, Evans Mills ambulance, traffic engine incident with injury. Exit 48 Southbound. Repeating. Familia Fire. Evans Mills Ambulance traffic incident with injury. Exit 48 Southbound. You'll be on Fire TAC two.",
    "transcription2": "Camillion Fire, Evansville's Ambulance, traffic incident with injury, exit 48 southbound.  Repeating, Camillion Fire, Evansville's Ambulance, traffic incident with injury, exit 48 southbound.  You'll be on fire attack 2.",
    "datetime": "2026-03-17 08:52:06",
    "confidence_score": null,
    "audio_hash": null,
    "processing_status": "completed",
    "ai_completed_at": "2026-03-17 08:53:07",
    "pre_alert_sent": 1,
    "summary_alert_sent": 1,
    "latitude": null,
    "longitude": null,
    "follow_up_alerts_sent": null,
    "detected_tones": "[\"34\", \"64\"]",
    "location_validation_log": "{\"attempts\": [{\"attempt_number\": 1, \"timestamp\": \"2026-03-17T08:52:55.175165\", \"provider\": \"NYS GIS\", \"input_address\": \"Interstate 81 Southbound & Exit 48, NY\", \"validation_result\": \"ZERO_RESULTS\", \"validated_address\": null, \"ai_action\": \"retry\", \"ai_reasoning\": \"NYS GIS often cannot verify highway exit intersections formatted as 'Interstate 81 Southbound & Exit 48'. Transcript clearly indicates an injury traffic incident at Exit 48 southbound near Evans Mills/LeRay. Retrying with a simpler, standard highway/exit format and nearby place name should improve match and is still specific for response.\", \"new_address\": \"I-81 S at Exit 48, Evans Mills, NY\"}, {\"attempt_number\": 2, \"timestamp\": \"2026-03-17T08:52:57.797697\", \"provider\": \"NYS GIS\", \"input_address\": \"I-81 S at Exit 48, Evans Mills, NY\", \"validation_result\": \"ZERO_RESULTS\", \"validated_address\": null, \"ai_action\": \"retry\", \"ai_reasoning\": \"Transcript clearly indicates an injury crash on I-81 southbound at Exit 48. NYS GIS often fails on highway exit/interchange descriptions and the 'Evans Mills' postal place can mislead; Exit 48 is in the Town of LeRay area. Retrying with the same location but using the town name (LeRay) instead of Evans Mills may match NYS GIS datasets better while staying true to the dispatch location.\", \"new_address\": \"Interstate 81 S at Exit 48, LeRay, NY\"}, {\"attempt_number\": 3, \"timestamp\": \"2026-03-17T08:53:01.730147\", \"provider\": \"Google Maps\", \"input_address\": \"Interstate 81 S at Exit 48, LeRay, NY\", \"validation_result\": \"OK\", \"validated_address\": \"I-81, New York, USA\", \"latitude\": 43.1665235, \"longitude\": -76.1111419, \"ai_action\": \"retry\", \"ai_reasoning\": \"Google returned only a generic 'I-81, New York, USA' which is too broad for emergency response. Transcript specifies Exit 48 southbound near Evans Mills/LeRay; reformat with Evans Mills and ZIP to force a specific interchange match.\", \"new_address\": \"I-81 S & Exit 48, Evans Mills, NY 13637\"}, {\"attempt_number\": 4, \"timestamp\": \"2026-03-17T08:53:04.415763\", \"provider\": \"Google Maps\", \"input_address\": \"I-81 S & Exit 48, Evans Mills, NY 13637\", \"validation_result\": \"OK\", \"validated_address\": \"I-81, United States\", \"latitude\": 39.4719443, \"longitude\": -77.9881216, \"ai_action\": \"fallback\", \"ai_reasoning\": \"After 4 attempts, Google Maps is only returning the generic feature 'I-81, United States' and prior queries for 'Exit 48' in Evans Mills produced ZERO_RESULTS. Without a mappable Exit 48 point, the location cannot be validated to a specific interchange/response point; best available is the vague description 'I-81 southbound near Exit 48 (Evans Mills/LeRay area)' which is inherently too broad for geocoding.\"}], \"summary\": {\"total_attempts\": 4, \"final_outcome\": \"fallback_ai_decision\", \"final_address\": \"Couldn't verify location\", \"processing_time_seconds\": 11.87, \"started_at\": \"2026-03-17T08:52:54.963073\", \"completed_at\": \"2026-03-17T08:53:06.834554\"}}",
    "low_confidence_reason": null,
    "transcription_agreement": "0.73",
    "cad_code": "TRAFFIC W/INJUR",
    "incident_type_friendly": "Motor Vehicle Accident",
    "type_icon": "other"
}