Independent listing reviewed
Sep 5, 2026 · 7:31 AM EDTIndependent listing reviewed was completed. Outcome: this VIN's protected history was updated; the complete event receipt is available below.
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{
"capture_sha256": "1b41350c503453934741b7606a2f0e96d7a65bcdcb535b077ca25a03d30781ff",
"fields": {
"asking_price": 89236,
"browser_surface": "CODEX_IN_APP_BROWSER",
"captured_at": "Sep 5, 2026 · 7:28 AM EDT",
"dealer_vdp_hint": "https://www.randymarionchevy.net/used-Mooresville-2025-Lexus-GX-550+Luxury-JTJVBCDX8S5050592?utm_medium=referral&utm_source=cars.com&utm_campaign=cars.com_VDP_deeplink&utm_csid=11fd4013-6c49-4252-af24-3c338af108a1",
"listing_url": "https://www.cars.com/vehicledetail/bca80a31-d2d1-4cb6-ae32-b3908faa1b62/?sid=94847f91-c978-46fb-8268-f03ac8b38858",
"make": "Lexus",
"mileage": 15812,
"model": "GX 550",
"page_title": "Used 2025 Lexus GX 550 Luxury",
"source_site": "CARS_COM",
"stock_number": "DT11156B",
"trim": "Luxury",
"trim_model": "Used 2025 Lexus GX 550 Luxury",
"year": 2025
},
"generation_id": "599d7324-2988-4f1a-8502-2b3149025d25",
"outcome": "NON_TARGET_VALIDATED",
"previous_state": "NON_TARGET",
"session_id": "20260904",
"vin": "JTJVBCDX8S5050592"
}Source non-target classification
Sep 5, 2026 · 7:28 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.
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{
"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:7f8966a94e0bd78dbd627fc9",
"reason": "NON_TARGET_TRIM_SOURCE_OBSERVED",
"source": "USER_BROWSER_REVIEW",
"to": "NON_TARGET",
"vin": "JTJVBCDX8S5050592"
}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": "REPLACE",
"applied_value": 88246,
"confidence": "HIGH",
"current": 88448,
"evidence_source": "exact-VIN structured dealer/marketplace page",
"evidence_url": "https://www.randymarionfordofwestjefferson.com/used-West%2BJefferson-2025-Lexus-GX-550%2BLuxury-JTJVBCDX8S5050592",
"field": "asking_price",
"proposed": 88246,
"rationale": "Exact-VIN live structured value conflicts with the stored value."
},
{
"action": "BACKFILL",
"applied_value": "SUV",
"confidence": "HIGH",
"current": null,
"evidence_source": "exact-VIN structured dealer/marketplace page",
"evidence_url": "https://www.randymarionfordofwestjefferson.com/used-West%2BJefferson-2025-Lexus-GX-550%2BLuxury-JTJVBCDX8S5050592",
"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": "08647dcf-7d20-49c3-a58d-87b96bb47d78",
"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.
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{
"business_state_unchanged": true,
"changed_fields": [
"drivetrain"
],
"changed_from": "2f7e784fa639c8ee09c6e6426b769be38ab615a562bdc04ba2995b368726c5a9",
"commit_id": "04f1d6ac-2010-48e4-8e12-e2c594de0a50",
"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": "d0a0eed767089aa5c191786f951d00d25ac5858ce3eec5f75ccbb5ecc685bc99",
"commit_id": "cefd127e-fb5e-49c3-8bde-c53a9ec6e0d7",
"market_events_created": false,
"normalization_run_id": "9b7754d0-e16f-4981-a66c-e56a1df8d4a3",
"normalization_version": "normalized-field-contract-v1"
}Availability changed
Aug 30, 2026 · 5:44 PM EDTListing availability was recorded as Available. Outcome: the current listing status was refreshed from verified dealer evidence.
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{
"ai_adjudication_id": null,
"commit_id": "e9750282-d96c-4621-8dfa-5de887866610",
"from": null,
"generation_id": "579d4804-7941-4135-9a63-a2fad5512afe",
"policy_decision_id": "d703e06c-5826-4e00-b28b-f0ae1825b25b",
"to": "AVAILABLE"
}VDP changed
Aug 30, 2026 · 5:44 PM EDTVerified dealer listing page changed. Outcome: the record now points to the current exact-VIN dealer page.
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{
"ai_adjudication_id": null,
"commit_id": "e9750282-d96c-4621-8dfa-5de887866610",
"from": null,
"generation_id": "579d4804-7941-4135-9a63-a2fad5512afe",
"policy_decision_id": "d703e06c-5826-4e00-b28b-f0ae1825b25b",
"to": "https://www.randymarionfordofwestjefferson.com/used-West%2BJefferson-2025-Lexus-GX-550%2BLuxury-JTJVBCDX8S5050592"
}Price changed
Aug 30, 2026 · 5:44 PM EDTVerified asking price changed from Not captured to $88,448. Outcome: the tracker now reflects the current dealer price.
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{
"ai_adjudication_id": null,
"commit_id": "e9750282-d96c-4621-8dfa-5de887866610",
"from": null,
"generation_id": "579d4804-7941-4135-9a63-a2fad5512afe",
"policy_decision_id": "d703e06c-5826-4e00-b28b-f0ae1825b25b",
"to": "88448"
}Lifecycle transition
Aug 30, 2026 · 5:44 PM 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": "e9750282-d96c-4621-8dfa-5de887866610",
"from": null,
"generation_id": "579d4804-7941-4135-9a63-a2fad5512afe",
"policy_decision_id": "d703e06c-5826-4e00-b28b-f0ae1825b25b",
"reason": "NON_TARGET_TRIM",
"to": "NON_TARGET"
}