Canonical fields normalized
Sep 6, 2026 · 8:01 PM EDTStored listing details were standardized (Interior color). Outcome: the current record is more consistent; market status and history were unchanged.
Show event evidence
{
"business_state_unchanged": true,
"changed_fields": [
"interior_color"
],
"changed_from": "596d1cffc776780c10a99ff9297c6939d295a5a025c34d2a0d98fb706ec64ec6",
"commit_id": "4be9b9e1-e610-415e-843e-a61b51d24cb3",
"market_events_created": false,
"normalization_run_id": "fa22d37c-4fac-46bd-acfb-541b072ff624",
"normalization_version": "normalized-field-contract-v6-codex-color-contract"
}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": "36df6635a13a7f74f9ee05e2b834c8b740c42ce0eccbece9d4408f94fc00dcaa",
"fields": {
"asking_price": 89880,
"browser_surface": "CODEX_IN_APP_BROWSER",
"captured_at": "Sep 5, 2026 · 12:12 AM EDT",
"dealer_vdp_hint": "https://www.globalbellemeade.com/details-2025-lexus-gx-luxury+_2ndrowcaptains_dynamicpanoskyroof_heated_and_cooledseats-used-jtjvbcdx2s5052404.html?utm_medium=referral&utm_source=cars.com&utm_campaign=cars.com_VDP_deeplink&utm_csid=11fd4013-6c49-4252-af24-3c338af108a1",
"exterior_color": "INCOGNITO",
"interior_color": "Saddle Tan",
"listing_url": "https://www.cars.com/vehicledetail/112cbd5d-9800-4071-9fd4-98fa546135fd/?sid=94847f91-c978-46fb-8268-f03ac8b38858",
"make": "Lexus",
"mileage": 15867,
"model": "GX 550",
"page_title": "Used 2025 Lexus GX 550 GX 550 LUXURY+",
"source_site": "CARS_COM",
"stock_number": "52404",
"trim": "GX 550 LUXURY+",
"trim_model": "Used 2025 Lexus GX 550 GX 550 LUXURY+",
"year": 2025
},
"generation_id": "d8512198-405e-4d03-aeb1-79fa0ec2112d",
"outcome": "NON_TARGET_VALIDATED",
"previous_state": "NON_TARGET",
"session_id": "20260904",
"vin": "JTJVBCDX2S5052404"
}Source non-target classification
Sep 5, 2026 · 12:12 AM EDTClassified as non-target after an exact-VIN rendered listing identified the trim as Used 2025 Lexus GX 550 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 GX 550 LUXURY+",
"from": "NON_TARGET",
"observation_id": "intake:observation:e383ffbf221a7606bdf75805",
"reason": "NON_TARGET_TRIM_SOURCE_OBSERVED",
"source": "USER_BROWSER_REVIEW",
"to": "NON_TARGET",
"vin": "JTJVBCDX2S5052404"
}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": "d150d0b3fe4efaee6023830675aa71726da9eeb6ad6fbaa352b7018a6ca75b69",
"commit_id": "53ee8a7b-cab1-4853-8c30-58859afbace5",
"market_events_created": false,
"normalization_run_id": "b918362f-5112-409c-a676-ba66ab709a53",
"normalization_version": "normalized-field-contract-v4-no-condition"
}Canonical fields normalized
Sep 3, 2026 · 8:15 PM EDTStored listing details were standardized (Interior color). Outcome: the current record is more consistent; market status and history were unchanged.
Show event evidence
{
"business_state_unchanged": true,
"changed_fields": [
"interior_color"
],
"changed_from": "a26722dcde9c0509bfd8f401f7f7ad1d861f500980f057fde3f106809a299413",
"commit_id": "6049732e-b424-49e4-bb0e-70ed778a5576",
"market_events_created": false,
"normalization_run_id": "c2f1f3e1-478f-4957-95fc-f5fbcf981fbd",
"normalization_version": "normalized-field-contract-v3"
}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": "Used",
"confidence": "HIGH",
"current": null,
"evidence_source": "exact-VIN structured dealer/marketplace page",
"evidence_url": "https://www.globalbellemeade.com/details-2025-lexus-gx-luxury%2B_2ndrowcaptains_dynamicpanoskyroof_heated_and_cooledseats-used-jtjvbcdx2s5052404.html",
"field": "condition",
"proposed": "Used",
"rationale": "Exact-VIN live page explicitly identifies the vehicle condition."
},
{
"action": "REVIEW_REPLACE",
"applied_value": "Saddle Tan",
"confidence": "HIGH",
"current": "Chateau NuLuxe / Olive Ultrasuede",
"evidence_source": "exact-VIN structured dealer/marketplace page",
"evidence_url": "https://www.globalbellemeade.com/details-2025-lexus-gx-luxury%2B_2ndrowcaptains_dynamicpanoskyroof_heated_and_cooledseats-used-jtjvbcdx2s5052404.html",
"field": "interior_color",
"proposed": "Saddle Tan",
"rationale": "Exact-VIN live color value is materially different after punctuation and case normalization."
}
],
"audit_id": "production-vin-audit-20260903",
"business_state_unchanged": true,
"commit_id": "3dd5c8e6-5a21-491a-a690-cdd8ee63b4b7",
"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": "e5b39ea3c00e897c07cd3311b97e0ca8d1db94f5ea7c53a854d66bc4a7fc005a",
"commit_id": "bc3738e1-d4bf-406a-90a2-60b79d65dc3e",
"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": "654c2eaefa457f246759c3062009335d7bd8304a6c58dc9ff9d74b32477aba47",
"commit_id": "069ac1e1-be63-4507-9bd3-230d15d80ac2",
"market_events_created": false,
"normalization_run_id": "9b7754d0-e16f-4981-a66c-e56a1df8d4a3",
"normalization_version": "normalized-field-contract-v1"
}VDP changed
Aug 30, 2026 · 3:27 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": "431d8720-99a0-45b2-9137-ececb5df10cc",
"from": null,
"generation_id": "e2562223-f128-4bc5-8343-5e956e405c8e",
"policy_decision_id": "6030a068-300f-4cf9-b25c-dac88decb679",
"to": "https://www.globalbellemeade.com/details-2025-lexus-gx-luxury%2B_2ndrowcaptains_dynamicpanoskyroof_heated_and_cooledseats-used-jtjvbcdx2s5052404.html"
}Price changed
Aug 30, 2026 · 3:27 PM EDTVerified asking price changed from Not captured to $89,880. Outcome: the tracker now reflects the current dealer price.
Show event evidence
{
"ai_adjudication_id": null,
"commit_id": "431d8720-99a0-45b2-9137-ececb5df10cc",
"from": null,
"generation_id": "e2562223-f128-4bc5-8343-5e956e405c8e",
"policy_decision_id": "6030a068-300f-4cf9-b25c-dac88decb679",
"to": "89880"
}Lifecycle transition
Aug 30, 2026 · 3:27 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": "431d8720-99a0-45b2-9137-ececb5df10cc",
"from": null,
"generation_id": "e2562223-f128-4bc5-8343-5e956e405c8e",
"policy_decision_id": "6030a068-300f-4cf9-b25c-dac88decb679",
"reason": "NON_TARGET_TRIM",
"to": "NON_TARGET"
}