Independent listing reviewed
Sep 4, 2026 · 9:38 PM 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": "7f2376afc1bf47602218aa673525fbbdd2655c84ad5fef6daa283adfde8566b2",
"fields": {
"asking_price": 82810,
"browser_surface": "CODEX_IN_APP_BROWSER",
"captured_at": "Sep 4, 2026 · 9:34 PM EDT",
"dealer_vdp_hint": "https://www.infiniticity.com/used-Queens-2026-Lexus-GX-550+Premium+-JTJTBCDX7T5073886?utm_medium=referral&utm_source=cars.com&utm_campaign=cars.com_VDP_deeplink&utm_csid=11fd4013-6c49-4252-af24-3c338af108a1",
"exterior_color": "Caviar",
"interior_color": "Gray",
"listing_url": "https://www.cars.com/vehicledetail/36db581c-214d-4bf2-b743-320412dc3fcc/?sid=94847f91-c978-46fb-8268-f03ac8b38858",
"make": "Lexus",
"mileage": 12687,
"model": "GX 550",
"page_title": "Used 2026 Lexus GX 550 550 PREMIUM+",
"source_site": "CARS_COM",
"stock_number": "IQU1077P",
"trim": "550 PREMIUM+",
"trim_model": "Used 2026 Lexus GX 550 550 PREMIUM+",
"year": 2026
},
"generation_id": "b8b000d7-82bd-4976-9aa6-35d928c44b56",
"outcome": "NON_TARGET_VALIDATED",
"previous_state": "NON_TARGET",
"session_id": "20260904",
"vin": "JTJTBCDX7T5073886"
}Source non-target classification
Sep 4, 2026 · 9:34 PM EDTClassified as non-target after an exact-VIN rendered listing identified the trim as Used 2026 Lexus GX 550 550 PREMIUM+. 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 2026 Lexus GX 550 550 PREMIUM+",
"from": "NON_TARGET",
"observation_id": "intake:observation:b4a15e3eb103e29767cdb4cc",
"reason": "NON_TARGET_TRIM_SOURCE_OBSERVED",
"source": "USER_BROWSER_REVIEW",
"to": "NON_TARGET",
"vin": "JTJTBCDX7T5073886"
}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.
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{
"business_state_unchanged": true,
"changed_fields": [
"condition"
],
"changed_from": "1fb6d332a6e64d413f4675ab3f5ef5a42a51c24def35662ea7844a4fb04f4007",
"commit_id": "ed4f8aaa-5912-4591-9edc-51bdaab1f626",
"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": "BACKFILL",
"applied_value": "SUV",
"confidence": "HIGH",
"current": null,
"evidence_source": "exact-VIN structured dealer/marketplace page",
"evidence_url": "https://www.iagny.com/used-Bayside-2026-Lexus-GX-550+Premium+-JTJTBCDX7T5073886",
"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": "ff74188f-3bd9-440d-87f4-e309398c4a0f",
"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": "3bc32b0218ed7419e6781a734878e20926d3dbd6f259ec5443bb0509c792d8a5",
"commit_id": "3357bc8f-2307-4cf8-a266-3525d0c511f4",
"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, Condition, 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",
"condition",
"dealer_domain",
"domain",
"drivetrain",
"make",
"mileage",
"model",
"page_title",
"raw_exterior_color",
"raw_interior_color",
"trim",
"trim_model",
"year"
],
"changed_from": "a85c563851cb374ceeb1a442f8edb93f8892b97b85d5185b9ecefe255b04f612",
"commit_id": "2f981c91-9e47-4562-90f3-2ef0e31080ba",
"market_events_created": false,
"normalization_run_id": "9b7754d0-e16f-4981-a66c-e56a1df8d4a3",
"normalization_version": "normalized-field-contract-v1"
}Availability changed
Aug 29, 2026 · 10:13 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": "d674f22d-330c-4884-859a-5256870716ef",
"from": null,
"generation_id": "fba586b6-e252-4170-addc-576c6a93a64a",
"policy_decision_id": "918ff322-d828-4d97-b6ff-ece07c1622b9",
"to": "AVAILABLE"
}VDP changed
Aug 29, 2026 · 10:13 PM 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": "d674f22d-330c-4884-859a-5256870716ef",
"from": null,
"generation_id": "fba586b6-e252-4170-addc-576c6a93a64a",
"policy_decision_id": "918ff322-d828-4d97-b6ff-ece07c1622b9",
"to": "https://www.iagny.com/used-Bayside-2026-Lexus-GX-550+Premium+-JTJTBCDX7T5073886"
}Price changed
Aug 29, 2026 · 10:13 PM EDTVerified asking price changed from Not captured to $82,888. Outcome: the tracker now reflects the current dealer price.
Show event evidence
{
"ai_adjudication_id": null,
"commit_id": "d674f22d-330c-4884-859a-5256870716ef",
"from": null,
"generation_id": "fba586b6-e252-4170-addc-576c6a93a64a",
"policy_decision_id": "918ff322-d828-4d97-b6ff-ece07c1622b9",
"to": "82888"
}Lifecycle transition
Aug 29, 2026 · 10:13 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": "d674f22d-330c-4884-859a-5256870716ef",
"from": null,
"generation_id": "fba586b6-e252-4170-addc-576c6a93a64a",
"policy_decision_id": "918ff322-d828-4d97-b6ff-ece07c1622b9",
"reason": "NON_TARGET_TRIM",
"to": "NON_TARGET"
}