Independent listing reviewed
Sep 5, 2026 · 12:14 AM EDTIndependent listing reviewed was completed. Outcome: this VIN's protected history was updated; the complete event receipt is available below.
Show event evidence
{
"capture_sha256": "9c123e78aa7dbc77ed6d3d44af452724e44d34a53507721b39f91e5a0161f2e6",
"fields": {
"asking_price": 89775,
"browser_surface": "CODEX_IN_APP_BROWSER",
"captured_at": "Sep 5, 2026 · 12:10 AM EDT",
"exterior_color": "Eminent White Pearl",
"interior_color": "Black",
"listing_url": "https://www.cars.com/vehicledetail/3f235783-ffb1-4b19-b55b-8644efe95bb2/?sid=94847f91-c978-46fb-8268-f03ac8b38858",
"make": "Lexus",
"mileage": 17405,
"model": "GX 550",
"page_title": "Used 2025 Lexus GX 550 Luxury+",
"source_site": "CARS_COM",
"stock_number": "T261283A",
"trim": "Luxury+",
"trim_model": "Used 2025 Lexus GX 550 Luxury+",
"year": 2025
},
"generation_id": "d40e3f0e-a14a-4e5a-9a55-46587fb22ef5",
"outcome": "NON_TARGET_VALIDATED",
"previous_state": "NON_TARGET",
"session_id": "20260904",
"vin": "JTJVBCDX2S5057943"
}Source non-target classification
Sep 5, 2026 · 12:10 AM EDTClassified as non-target after an exact-VIN rendered listing identified the trim as Used 2025 Lexus GX 550 Luxury+. Outcome: this VIN was excluded from the qualifying market.
Show event evidence
{
"dealer_vdp_required": false,
"decision_path": "SOURCE_BOUND_NEGATIVE_FAST_PATH",
"fact_name": "trim",
"fact_value": "Used 2025 Lexus GX 550 Luxury+",
"from": "NON_TARGET",
"observation_id": "intake:observation:f7369243b6016733b1436eb7",
"reason": "NON_TARGET_TRIM_SOURCE_OBSERVED",
"source": "USER_BROWSER_REVIEW",
"to": "NON_TARGET",
"vin": "JTJVBCDX2S5057943"
}VIN audit corrections applied
Sep 3, 2026 · 7:02 PM EDTVin audit corrections applied was completed. Outcome: this VIN's protected history was updated; the complete event receipt is available below.
Show event evidence
{
"actions": [
{
"action": "BACKFILL",
"applied_value": "SUV",
"confidence": "HIGH",
"current": null,
"evidence_source": "exact-VIN structured dealer/marketplace page",
"evidence_url": "https://www.triplecrownford.com/used-Stephenville-2025-Lexus-GX%2B550-Luxury%2B-JTJVBCDX2S5057943",
"field": "body_style",
"proposed": "SUV",
"rationale": "Exact-VIN live page supplies a missing structured field."
}
],
"audit_id": "production-vin-audit-20260903",
"business_state_unchanged": true,
"commit_id": "199deae4-e922-4cf6-a0b1-4e8e1d03388f",
"immutable_evidence_unchanged": true,
"queue_sha256": "468ed5208740c382fe361b13290f868e62ce48428f2a1009d52ca0e09db3c487"
}Canonical fields normalized
Sep 2, 2026 · 6:31 AM EDTStored listing details were standardized (Drivetrain). Outcome: the current record is more consistent; market status and history were unchanged.
Show event evidence
{
"business_state_unchanged": true,
"changed_fields": [
"drivetrain"
],
"changed_from": "3912c5c74f9541671298ca45422b0399d35f52cf7c31ce115d147aebdc20edf4",
"commit_id": "2f557549-ddfb-476e-8284-9ed32c1d4a51",
"market_events_created": false,
"normalization_run_id": "342e7219-5d7e-49f5-9f18-5e51e18222d5",
"normalization_version": "normalized-field-contract-v3"
}Canonical fields normalized
Sep 1, 2026 · 9:59 PM EDTStored listing details were standardized (Asking price, Dealer domain, Domain, Drivetrain, Make, Mileage, Model, Page title, Raw exterior color, Raw interior color, Trim, Vehicle and trim, Year). Outcome: the current record is more consistent; market status and history were unchanged.
Show event evidence
{
"business_state_unchanged": true,
"changed_fields": [
"asking_price",
"dealer_domain",
"domain",
"drivetrain",
"make",
"mileage",
"model",
"page_title",
"raw_exterior_color",
"raw_interior_color",
"trim",
"trim_model",
"year"
],
"changed_from": "f90661b79c10a47e4f034e2e85719b270a2015ab17379429c98f217083966acd",
"commit_id": "16db4179-d7af-4507-8935-f2871c26f26e",
"market_events_created": false,
"normalization_run_id": "9b7754d0-e16f-4981-a66c-e56a1df8d4a3",
"normalization_version": "normalized-field-contract-v1"
}Availability changed
Sep 1, 2026 · 5:11 AM EDTListing availability was recorded as Available. Outcome: the current listing status was refreshed from verified dealer evidence.
Show event evidence
{
"ai_adjudication_id": null,
"commit_id": "7b1495ad-6a1d-4b37-a5c6-c6acf324eacf",
"from": null,
"generation_id": "79fcd871-f4c6-4590-ba82-b7990edf2311",
"policy_decision_id": "bfd235dc-ed39-4247-9e4c-9c8242b0a28f",
"to": "AVAILABLE"
}VDP changed
Sep 1, 2026 · 5:11 AM EDTVerified dealer listing page changed. Outcome: the record now points to the current exact-VIN dealer page.
Show event evidence
{
"ai_adjudication_id": null,
"commit_id": "7b1495ad-6a1d-4b37-a5c6-c6acf324eacf",
"from": null,
"generation_id": "79fcd871-f4c6-4590-ba82-b7990edf2311",
"policy_decision_id": "bfd235dc-ed39-4247-9e4c-9c8242b0a28f",
"to": "https://www.triplecrownford.com/used-Stephenville-2025-Lexus-GX%2B550-Luxury%2B-JTJVBCDX2S5057943"
}Price changed
Sep 1, 2026 · 5:11 AM EDTVerified asking price changed from Not captured to $90,000. Outcome: the tracker now reflects the current dealer price.
Show event evidence
{
"ai_adjudication_id": null,
"commit_id": "7b1495ad-6a1d-4b37-a5c6-c6acf324eacf",
"from": null,
"generation_id": "79fcd871-f4c6-4590-ba82-b7990edf2311",
"policy_decision_id": "bfd235dc-ed39-4247-9e4c-9c8242b0a28f",
"to": "90000"
}Lifecycle transition
Sep 1, 2026 · 5:11 AM EDTStatus established as Non target. Outcome: it is excluded from the qualifying market and will not be processed as an active listing. Reason: Non target trim.
Show event evidence
{
"ai_adjudication_id": null,
"commit_id": "7b1495ad-6a1d-4b37-a5c6-c6acf324eacf",
"from": null,
"generation_id": "79fcd871-f4c6-4590-ba82-b7990edf2311",
"policy_decision_id": "bfd235dc-ed39-4247-9e4c-9c8242b0a28f",
"reason": "NON_TARGET_TRIM",
"to": "NON_TARGET"
}