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.
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{
"actions": [
{
"action": "BACKFILL",
"applied_value": "SUV",
"confidence": "HIGH",
"current": null,
"evidence_source": "exact-VIN structured dealer/marketplace page",
"evidence_url": "https://www.spacecitytoyota.com/used-Humble-2026-Lexus-GX%2B550-Premium%2B-JTJTBCDX1T5084057",
"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": "c8a2b26c-fbb5-4d4c-b568-0b4a7177b4d6",
"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": "7550eefd7193d182e15eb7081d530282801fd99b7b60d567ed0d19eaac78fa3e",
"commit_id": "3bfd4749-3960-4855-ab2a-34cc2051b683",
"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": "09735c695cb8366f47c0ebc69b47ad99ccd99baa4987c3b65eb2fad69f3e5b53",
"commit_id": "6ed7689e-ab4f-43b7-88d2-8b76ddf19aa9",
"market_events_created": false,
"normalization_run_id": "9b7754d0-e16f-4981-a66c-e56a1df8d4a3",
"normalization_version": "normalized-field-contract-v1"
}Availability changed
Sep 1, 2026 · 6:10 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": "cc0c63d8-acf6-422e-9950-82f40deab887",
"from": null,
"generation_id": "3db15837-9f27-4662-a504-e4dc9f451491",
"policy_decision_id": "3d2f438b-ebca-43a1-a441-d4e07a857c16",
"to": "AVAILABLE"
}VDP changed
Sep 1, 2026 · 6:10 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": "cc0c63d8-acf6-422e-9950-82f40deab887",
"from": null,
"generation_id": "3db15837-9f27-4662-a504-e4dc9f451491",
"policy_decision_id": "3d2f438b-ebca-43a1-a441-d4e07a857c16",
"to": "https://www.spacecitytoyota.com/used-Humble-2026-Lexus-GX%2B550-Premium%2B-JTJTBCDX1T5084057"
}Price changed
Sep 1, 2026 · 6:10 AM EDTVerified asking price changed from Not captured to $86,249. Outcome: the tracker now reflects the current dealer price.
Show event evidence
{
"ai_adjudication_id": null,
"commit_id": "cc0c63d8-acf6-422e-9950-82f40deab887",
"from": null,
"generation_id": "3db15837-9f27-4662-a504-e4dc9f451491",
"policy_decision_id": "3d2f438b-ebca-43a1-a441-d4e07a857c16",
"to": "86249"
}Lifecycle transition
Sep 1, 2026 · 6:10 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": "cc0c63d8-acf6-422e-9950-82f40deab887",
"from": null,
"generation_id": "3db15837-9f27-4662-a504-e4dc9f451491",
"policy_decision_id": "3d2f438b-ebca-43a1-a441-d4e07a857c16",
"reason": "NON_TARGET_TRIM",
"to": "NON_TARGET"
}