Independent listing reviewed
Sep 5, 2026 · 12:09 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": "7b2b552a46cc7e62b7994272510872f3438de28dbd897dc858ddb0a4f68623c4",
"fields": {
"asking_price": 89657,
"browser_surface": "CODEX_IN_APP_BROWSER",
"captured_at": "Sep 5, 2026 · 12:07 AM EDT",
"dealer_vdp_hint": "https://www.lexusofpalmbeach.com/inventory/vehicledetails-jtjvbcdxxt5097883/?utm_medium=referral&utm_source=cars.com&utm_campaign=cars.com_VDP_deeplink&utm_csid=11fd4013-6c49-4252-af24-3c338af108a1",
"interior_color": "Saddle Tan",
"listing_url": "https://www.cars.com/vehicledetail/2fd3647d-9a83-4074-b40b-13383b117c12/?sid=94847f91-c978-46fb-8268-f03ac8b38858",
"make": "Lexus",
"model": "GX 550",
"page_title": "New 2026 Lexus GX 550 Luxury+",
"source_site": "CARS_COM",
"stock_number": "T5097883",
"trim": "Luxury+",
"trim_model": "New 2026 Lexus GX 550 Luxury+",
"year": 2026
},
"generation_id": "8f41805c-b8b5-4cfc-9321-d581d808282f",
"outcome": "NON_TARGET_VALIDATED",
"previous_state": "NON_TARGET",
"session_id": "20260904",
"vin": "JTJVBCDXXT5097883"
}Source non-target classification
Sep 5, 2026 · 12:07 AM EDTClassified as non-target after an exact-VIN rendered listing identified the trim as New 2026 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": "New 2026 Lexus GX 550 Luxury+",
"from": "NON_TARGET",
"observation_id": "intake:observation:dfdfc7f1e653f56413600896",
"reason": "NON_TARGET_TRIM_SOURCE_OBSERVED",
"source": "USER_BROWSER_REVIEW",
"to": "NON_TARGET",
"vin": "JTJVBCDXXT5097883"
}Canonical fields normalized
Sep 4, 2026 · 4:21 PM EDTStored listing details were standardized (Condition). Outcome: the current record is more consistent; market status and history were unchanged.
Show event evidence
{
"business_state_unchanged": true,
"changed_fields": [
"condition"
],
"changed_from": "96fcc26068b5bfeb9f23fd77018dcafce89b43ca224398e9cb9ec6cf2a4b1aeb",
"commit_id": "74477231-c1a5-42dd-99b5-994fe034428e",
"market_events_created": false,
"normalization_run_id": "b918362f-5112-409c-a676-ba66ab709a53",
"normalization_version": "normalized-field-contract-v4-no-condition"
}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": "REPLACE",
"applied_value": 89657,
"confidence": "HIGH",
"current": 90011,
"evidence_source": "exact-VIN structured dealer/marketplace page",
"evidence_url": "https://prod-autopreferred.chase.com/detail/new-2026-lexus-gx-550-luxury-four-wheel-drive-sport-utility-32262-array-jtjvbcdxxt5097883",
"field": "asking_price",
"proposed": 89657,
"rationale": "Exact-VIN live structured value conflicts with the stored value."
},
{
"action": "BACKFILL",
"applied_value": "New",
"confidence": "HIGH",
"current": null,
"evidence_source": "exact-VIN structured dealer/marketplace page",
"evidence_url": "https://prod-autopreferred.chase.com/detail/new-2026-lexus-gx-550-luxury-four-wheel-drive-sport-utility-32262-array-jtjvbcdxxt5097883",
"field": "condition",
"proposed": "New",
"rationale": "Exact-VIN live page explicitly identifies the vehicle condition."
}
],
"audit_id": "production-vin-audit-20260903",
"business_state_unchanged": true,
"commit_id": "d7b1cf37-a56b-4f11-a402-66e17b74b40a",
"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": "37337871f1e810f12160415ef88ee40414109ed362f8f70d623361b08a544c00",
"commit_id": "a1281b2c-16f1-4c1b-90dd-e4518823f455",
"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, Body style, Condition, Dealer domain, Domain, Drivetrain, Make, Mileage, Model, Page title, 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",
"body_style",
"condition",
"dealer_domain",
"domain",
"drivetrain",
"make",
"mileage",
"model",
"page_title",
"trim",
"trim_model",
"year"
],
"changed_from": "087be4a9c0b18fb21fd8370a2ad3e439b132918ba39d7fa47100a6a3245b7c36",
"commit_id": "ae314ea4-2bf7-4788-acd6-30bf935f2e1c",
"market_events_created": false,
"normalization_run_id": "9b7754d0-e16f-4981-a66c-e56a1df8d4a3",
"normalization_version": "normalized-field-contract-v1"
}Availability changed
Aug 30, 2026 · 3:39 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": "5195cff9-ea87-4f17-8b8c-cbf95eecc675",
"from": null,
"generation_id": "5f1821aa-2bd0-4f52-8cdd-a1d0cb93bd99",
"policy_decision_id": "678970e6-dfb9-4821-b079-7a164b1132c0",
"to": "AVAILABLE"
}VDP changed
Aug 30, 2026 · 3:39 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": "5195cff9-ea87-4f17-8b8c-cbf95eecc675",
"from": null,
"generation_id": "5f1821aa-2bd0-4f52-8cdd-a1d0cb93bd99",
"policy_decision_id": "678970e6-dfb9-4821-b079-7a164b1132c0",
"to": "https://prod-autopreferred.chase.com/detail/new-2026-lexus-gx-550-luxury-four-wheel-drive-sport-utility-32262-array-jtjvbcdxxt5097883"
}Price changed
Aug 30, 2026 · 3:39 PM EDTVerified asking price changed from Not captured to $90,011. Outcome: the tracker now reflects the current dealer price.
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{
"ai_adjudication_id": null,
"commit_id": "5195cff9-ea87-4f17-8b8c-cbf95eecc675",
"from": null,
"generation_id": "5f1821aa-2bd0-4f52-8cdd-a1d0cb93bd99",
"policy_decision_id": "678970e6-dfb9-4821-b079-7a164b1132c0",
"to": "90011"
}Lifecycle transition
Aug 30, 2026 · 3:39 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": "5195cff9-ea87-4f17-8b8c-cbf95eecc675",
"from": null,
"generation_id": "5f1821aa-2bd0-4f52-8cdd-a1d0cb93bd99",
"policy_decision_id": "678970e6-dfb9-4821-b079-7a164b1132c0",
"reason": "NON_TARGET_TRIM",
"to": "NON_TARGET"
}