VEHICLE RECORD

JTJVBCDX3T5098454

NON_TARGET

First captured Aug 14, 2026 · 6:05 PM EDT
Last updated Aug 18, 2026 · 4:21 AM EDT

What this record means

This VIN was conclusively excluded from the qualifying Overtrail+ market. It remains in history but will not enter the active tracker. Recorded reason: Non-target trim confirmed by source listing.

Vehicle and listing facts

Human-readable facts retained from dealer authority or the strongest available source observation. Asking prices are snapshots from the latest verified or observed listing, not live dealer quotes.

Year2026

MakeLexus

ModelGX 550

Vehicle descriptionLuxury+

Advertised price$90,096

Exterior colorEminent White Pearl

Interior colorSaddle Tan

Marketplace listingOpen listing ↗

Latest listing verification

NON_TARGETSep 5, 2026 · 12:23 AM EDT

This VIN is closed as non-target and has no open verification work. Earlier verification attempts remain in history and will not be retried.

No search metrics recorded

Show technical verification details

{
  "current_lifecycle": "NON_TARGET",
  "prior_verification_retained": false,
  "terminal_reason": "NON_TARGET_TRIM_SOURCE_OBSERVED"
}

Source records

What each intake source reported. Source facts remain provenance unless separately dealer-verified.

User browser review

DISCOVERYSep 5, 2026 · 12:23 AM EDT

Listing pageOpen listing ↗

Show complete technical record

{
  "fields": {
    "asking_price": 90096,
    "browser_surface": "CODEX_IN_APP_BROWSER",
    "captured_at": "Sep 5, 2026 · 12:23 AM EDT",
    "exterior_color": "Eminent White Pearl",
    "interior_color": "Saddle Tan",
    "listing_url": "https://www.cars.com/vehicledetail/5c64df7d-43f8-4118-819c-8424ae2a22b3/?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": "F269534",
    "trim": "Luxury+",
    "trim_model": "New 2026 Lexus GX 550 Luxury+",
    "year": 2026
  },
  "source": "USER_BROWSER_REVIEW"
}

Legacy listing observation

SECONDARY_RESEARCHAug 18, 2026 · 4:21 AM EDT

No structured facts have been captured for this record.

Show complete technical record

{
  "created_at": "Aug 18, 2026 · 4:21 AM EDT",
  "details_json": {
    "decision_id": "af3d47e7-2734-5776-bb08-c94a47418ed5",
    "policy_version": "production-listing-lifecycle-v3-semantic-admission-gates"
  },
  "evidence_id": "da0165b5-aab6-4893-b59f-b21bb41f93d7",
  "id": "56bc64be-2de2-5115-9c68-1ac993bf6854",
  "listing_id": "4f58182a-a859-505c-ba67-de1ddfefa141",
  "mileage": null,
  "observation_type": "CANONICAL_PRICE",
  "observed_at": "Aug 18, 2026 · 4:21 AM EDT",
  "price_cents": 9009600,
  "provisional_identity_key": null,
  "source_url": "https://stolerautomotive.com/inventory/New-2026-Lexus-GX-550_Luxury_-JTJVBCDX3T5098454",
  "state_signal": "CURRENT",
  "verification_run_id": "b63d1a25-1e5a-44d1-b18b-8316efbfe0f4",
  "work_item_id": "4f3ef258-f980-4cba-bb01-8e832bb5063b"
}

Legacy reverification

DISCOVERYAug 14, 2026 · 6:05 PM EDT

No structured facts have been captured for this record.

Show complete technical record

{
  "fields": {
    "stage": "8_cohort"
  },
  "source": "LEGACY_REVERIFICATION"
}

Processing history

Automated work created for this VIN.

Purpose	Status	Scheduled	Attempts	Current lease
Live reverify	COMPLETE	Aug 18, 2026 · 4:21 AM EDT	0	None

Activity timeline

Newest events appear first. Technical evidence remains available without dominating the page.

Independent listing reviewed

Sep 5, 2026 · 12:26 AM EDT

Independent listing reviewed was completed. Outcome: this VIN's protected history was updated; the complete event receipt is available below.

Show event evidence

{
  "capture_sha256": "08a5a28e5b6402649f7ac9d52445cd0f36dc0199f67d835319d5947deed16f30",
  "fields": {
    "asking_price": 90096,
    "browser_surface": "CODEX_IN_APP_BROWSER",
    "captured_at": "Sep 5, 2026 · 12:23 AM EDT",
    "exterior_color": "Eminent White Pearl",
    "interior_color": "Saddle Tan",
    "listing_url": "https://www.cars.com/vehicledetail/5c64df7d-43f8-4118-819c-8424ae2a22b3/?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": "F269534",
    "trim": "Luxury+",
    "trim_model": "New 2026 Lexus GX 550 Luxury+",
    "year": 2026
  },
  "generation_id": "c01bfdff-204f-4bf1-82c8-f37867c7bc9c",
  "outcome": "NON_TARGET_VALIDATED",
  "previous_state": "NON_TARGET",
  "session_id": "20260904",
  "vin": "JTJVBCDX3T5098454"
}

Source non-target classification

Sep 5, 2026 · 12:23 AM EDT

Classified 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.

Show event evidence

{
  "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:78fca91c7dffaa38719ab239",
  "reason": "NON_TARGET_TRIM_SOURCE_OBSERVED",
  "source": "USER_BROWSER_REVIEW",
  "to": "NON_TARGET",
  "vin": "JTJVBCDX3T5098454"
}

VIN audit corrections applied

Sep 3, 2026 · 7:02 PM EDT

Vin 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": "New",
      "confidence": "HIGH",
      "current": null,
      "evidence_source": "exact-VIN structured dealer/marketplace page",
      "evidence_url": "https://stolerautomotive.com/inventory/New-2026-Lexus-GX-550_Luxury_-JTJVBCDX3T5098454",
      "field": "condition",
      "proposed": "New",
      "rationale": "Exact-VIN live page explicitly identifies the vehicle condition."
    },
    {
      "action": "BACKFILL",
      "applied_value": "SUV",
      "confidence": "HIGH",
      "current": null,
      "evidence_source": "exact-VIN structured dealer/marketplace page",
      "evidence_url": "https://stolerautomotive.com/inventory/New-2026-Lexus-GX-550_Luxury_-JTJVBCDX3T5098454",
      "field": "body_style",
      "proposed": "SUV",
      "rationale": "Exact-VIN live page supplies a missing structured field."
    },
    {
      "action": "BACKFILL",
      "applied_value": "Eminent White Pearl",
      "confidence": "HIGH",
      "current": null,
      "evidence_source": "exact-VIN structured dealer/marketplace page",
      "evidence_url": "https://stolerautomotive.com/inventory/New-2026-Lexus-GX-550_Luxury_-JTJVBCDX3T5098454",
      "field": "exterior_color",
      "proposed": "Eminent White Pearl",
      "rationale": "Exact-VIN live page supplies a missing structured field."
    },
    {
      "action": "BACKFILL",
      "applied_value": "Saddle Tan",
      "confidence": "HIGH",
      "current": null,
      "evidence_source": "exact-VIN structured dealer/marketplace page",
      "evidence_url": "https://stolerautomotive.com/inventory/New-2026-Lexus-GX-550_Luxury_-JTJVBCDX3T5098454",
      "field": "interior_color",
      "proposed": "Saddle Tan",
      "rationale": "Exact-VIN live page supplies a missing structured field."
    },
    {
      "action": "BACKFILL",
      "applied_value": "Freeport",
      "confidence": "HIGH",
      "current": null,
      "evidence_source": "exact-VIN structured dealer/marketplace page",
      "evidence_url": "https://stolerautomotive.com/inventory/New-2026-Lexus-GX-550_Luxury_-JTJVBCDX3T5098454",
      "field": "dealer_city",
      "proposed": "Freeport",
      "rationale": "Exact-VIN live page supplies a missing structured field."
    },
    {
      "action": "BACKFILL",
      "applied_value": "NY",
      "confidence": "HIGH",
      "current": null,
      "evidence_source": "exact-VIN structured dealer/marketplace page",
      "evidence_url": "https://stolerautomotive.com/inventory/New-2026-Lexus-GX-550_Luxury_-JTJVBCDX3T5098454",
      "field": "dealer_state",
      "proposed": "NY",
      "rationale": "Exact-VIN live page supplies a missing structured field."
    },
    {
      "action": "REPLACE_PLACEHOLDER",
      "applied_value": "F269534",
      "confidence": "HIGH",
      "current": "stage7:4f3ef258-f980-4cba-bb01-8e832bb5063b",
      "evidence_source": "exact-VIN structured dealer/marketplace page",
      "evidence_url": "https://stolerautomotive.com/inventory/New-2026-Lexus-GX-550_Luxury_-JTJVBCDX3T5098454",
      "field": "stock_number",
      "proposed": "F269534",
      "rationale": "Exact-VIN live page supplies the dealer stock number; the stored value is missing or an internal placeholder."
    },
    {
      "action": "REPLACE",
      "applied_value": "Lexus of Freeport",
      "confidence": "HIGH",
      "current": "Stoler Automotive",
      "evidence_source": "exact-VIN structured dealer/marketplace page",
      "evidence_url": "https://stolerautomotive.com/inventory/New-2026-Lexus-GX-550_Luxury_-JTJVBCDX3T5098454",
      "field": "dealer_name",
      "proposed": "Lexus of Freeport",
      "rationale": "Exact-VIN live page names a different current dealer."
    }
  ],
  "audit_id": "production-vin-audit-20260903",
  "business_state_unchanged": true,
  "commit_id": null,
  "immutable_evidence_unchanged": true,
  "queue_sha256": "468ed5208740c382fe361b13290f868e62ce48428f2a1009d52ca0e09db3c487"
}

Stage23b1 terminal non target

Aug 24, 2026 · 2:23 PM EDT

Historical source evidence was reconciled as a conclusive non-target decision. Outcome: this VIN is excluded from active verification while its evidence remains available.

Show event evidence

{
  "reason_codes": [
    "FROZEN_TRIM_NOT_OVERTRAIL_PLUS"
  ],
  "receipt_id": "stage23b1:receipt:566234b1dc43e9d11dadbc71",
  "source_facts": {
    "price": [
      9009600
    ],
    "trim": [
      "LUXURY+",
      "LUXURY+"
    ]
  },
  "source_sha256": "ae3c6e67d07b0963a3d5e0369198cee805fa4b3f85a737684726b0b35230953f",
  "work_item_id": "stage8:reverify:7fa58ca5-6efc-5110-a0dd-ce2e024c8f67"
}

Legacy listing state events

Aug 18, 2026 · 4:21 AM EDT

Legacy listing state events was completed. Outcome: this VIN's protected history was updated; the complete event receipt is available below.

Show event evidence

{
  "applied_at": "Aug 18, 2026 · 4:21 AM EDT",
  "created_at": "Aug 18, 2026 · 4:21 AM EDT",
  "decision_id": "af3d47e7-2734-5776-bb08-c94a47418ed5",
  "effective_at": "Aug 18, 2026 · 4:21 AM EDT",
  "event_type": "DECISION_APPLIED",
  "evidence_ids_json": [
    "03a770be-38ea-419f-aaf2-ffa6911e4832",
    "b11f373d-516d-44c3-bb8c-b31527020c38",
    "da0165b5-aab6-4893-b59f-b21bb41f93d7",
    "a683ed81-7bb0-4de3-8014-7761b4811aed",
    "d5f9f398-5131-4ecd-951f-b50fb1e754f5",
    "f9eb7492-66eb-427a-9c08-4c6d61768faa",
    "21c85c60-fef5-4f53-a752-b38c9d57e742",
    "6ffc9ffe-c71e-4a2b-b740-3f58c53fc804",
    "ad9571d5-dd51-4b27-9e70-d1f40f0e2a77",
    "3fd021ce-1894-48b1-a6f6-761babf04537",
    "d712c298-f283-40a6-852d-dc56d3426289",
    "ed75cc23-e966-4d1f-bdac-7078c236aca2",
    "6ac9b28b-9532-403f-9839-0abf60322827",
    "a5119af2-b2a1-4a2c-a2ac-78c710515cfb",
    "c1829377-b0d8-45e6-b16e-2250a61a2266"
  ],
  "from_state": null,
  "id": "7951b746-7bb1-5a88-b2bc-38a1f91e9714",
  "listing_id": "4f58182a-a859-505c-ba67-de1ddfefa141",
  "observed_at": "Aug 18, 2026 · 4:20 AM EDT",
  "reason_code": "DEALER_NON_TARGET_TRIM_PERMANENT_NON_TARGET",
  "to_state": "SUPERSEDED"
}

Legacy dealer listing history

Aug 18, 2026 · 4:21 AM EDT

Legacy dealer listing history was completed. Outcome: this VIN's protected history was updated; the complete event receipt is available below.

Show event evidence

{
  "city": null,
  "created_at": "Aug 18, 2026 · 4:21 AM EDT",
  "dealer_id": "b0e76081-2cdd-5947-9c2f-f1badfba601d",
  "dealer_url": "https://stolerautomotive.com/inventory/New-2026-Lexus-GX-550_Luxury_-JTJVBCDX3T5098454",
  "decision_id": "af3d47e7-2734-5776-bb08-c94a47418ed5",
  "evidence_ids_json": [
    "03a770be-38ea-419f-aaf2-ffa6911e4832",
    "b11f373d-516d-44c3-bb8c-b31527020c38",
    "da0165b5-aab6-4893-b59f-b21bb41f93d7",
    "a683ed81-7bb0-4de3-8014-7761b4811aed",
    "d5f9f398-5131-4ecd-951f-b50fb1e754f5",
    "f9eb7492-66eb-427a-9c08-4c6d61768faa",
    "21c85c60-fef5-4f53-a752-b38c9d57e742",
    "6ffc9ffe-c71e-4a2b-b740-3f58c53fc804",
    "ad9571d5-dd51-4b27-9e70-d1f40f0e2a77",
    "3fd021ce-1894-48b1-a6f6-761babf04537",
    "d712c298-f283-40a6-852d-dc56d3426289",
    "ed75cc23-e966-4d1f-bdac-7078c236aca2",
    "6ac9b28b-9532-403f-9839-0abf60322827",
    "a5119af2-b2a1-4a2c-a2ac-78c710515cfb",
    "c1829377-b0d8-45e6-b16e-2250a61a2266"
  ],
  "id": "6d43a69b-c2fc-5f9d-8dd7-37dad062f499",
  "listing_id": "4f58182a-a859-505c-ba67-de1ddfefa141",
  "observed_at": "Aug 18, 2026 · 4:21 AM EDT",
  "region": null
}

Legacy decision history

Aug 18, 2026 · 4:21 AM EDT

Legacy decision history was completed. Outcome: this VIN's protected history was updated; the complete event receipt is available below.

Show event evidence

{
  "actor_key": "stage7-python",
  "actor_type": "SYSTEM",
  "ai_review_id": null,
  "canonical_transition_json": {
    "from": {
      "listing": null,
      "vehicle": {
        "build_metadata_json": {},
        "created_at": "Aug 14, 2026 · 6:05 PM EDT",
        "exterior_color": null,
        "id": "7fa58ca5-6efc-5110-a0dd-ce2e024c8f67",
        "interior_color": null,
        "make": "Lexus",
        "model": "GX 550",
        "model_year": null,
        "row_version": 1,
        "terminal_non_target_at": null,
        "terminal_non_target_reason": null,
        "trim": null,
        "updated_at": "Aug 14, 2026 · 6:05 PM EDT",
        "vehicle_classification": "UNRESOLVED",
        "vin": "JTJVBCDX3T5098454"
      }
    },
    "to": {
      "listing_id": "4f58182a-a859-505c-ba67-de1ddfefa141",
      "listing_status": "SUPERSEDED",
      "price_eligible": true,
      "qualifying_price_cents": 9009600,
      "vehicle_classification": "NON_TARGET",
      "vehicle_id": "7fa58ca5-6efc-5110-a0dd-ce2e024c8f67"
    }
  },
  "case_key": null,
  "created_at": "Aug 18, 2026 · 4:21 AM EDT",
  "decided_at": "Aug 18, 2026 · 4:21 AM EDT",
  "decision": "DECISION_COMPLETE",
  "decision_input_manifest_sha256": "f988debb72f396198bc72a2f4b1e4247497b5616159db2ae21745912fb066ade",
  "deterministic_outcome": "DECISION_COMPLETE",
  "evidence_hash": "f988debb72f396198bc72a2f4b1e4247497b5616159db2ae21745912fb066ade",
  "evidence_ids_json": [
    "03a770be-38ea-419f-aaf2-ffa6911e4832",
    "b11f373d-516d-44c3-bb8c-b31527020c38",
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    "a683ed81-7bb0-4de3-8014-7761b4811aed",
    "d5f9f398-5131-4ecd-951f-b50fb1e754f5",
    "f9eb7492-66eb-427a-9c08-4c6d61768faa",
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    "6ffc9ffe-c71e-4a2b-b740-3f58c53fc804",
    "ad9571d5-dd51-4b27-9e70-d1f40f0e2a77",
    "3fd021ce-1894-48b1-a6f6-761babf04537",
    "d712c298-f283-40a6-852d-dc56d3426289",
    "ed75cc23-e966-4d1f-bdac-7078c236aca2",
    "6ac9b28b-9532-403f-9839-0abf60322827",
    "a5119af2-b2a1-4a2c-a2ac-78c710515cfb",
    "c1829377-b0d8-45e6-b16e-2250a61a2266"
  ],
  "final_preflight_result": "PASS",
  "id": "af3d47e7-2734-5776-bb08-c94a47418ed5",
  "idempotency_key": "4d5522bffb63d41087915e8935778e9a04df2f2aa62b2362b273f48fec762bdb",
  "listing_id": "4f58182a-a859-505c-ba67-de1ddfefa141",
  "metadata_json": {
    "availability": "AVAILABLE",
    "manual_review_required": false,
    "rationale": "Current dealer-authoritative trim is conclusively not OVERTRAIL+."
  },
  "new_state_json": {
    "listing_id": "4f58182a-a859-505c-ba67-de1ddfefa141",
    "listing_status": "SUPERSEDED",
    "price_eligible": true,
    "qualifying_price_cents": 9009600,
    "vehicle_classification": "NON_TARGET",
    "vehicle_id": "7fa58ca5-6efc-5110-a0dd-ce2e024c8f67"
  },
  "policy_version": "production-listing-lifecycle-v3-semantic-admission-gates",
  "previous_state_json": {
    "listing": null,
    "vehicle": {
      "build_metadata_json": {},
      "created_at": "Aug 14, 2026 · 6:05 PM EDT",
      "exterior_color": null,
      "id": "7fa58ca5-6efc-5110-a0dd-ce2e024c8f67",
      "interior_color": null,
      "make": "Lexus",
      "model": "GX 550",
      "model_year": null,
      "row_version": 1,
      "terminal_non_target_at": null,
      "terminal_non_target_reason": null,
      "trim": null,
      "updated_at": "Aug 14, 2026 · 6:05 PM EDT",
      "vehicle_classification": "UNRESOLVED",
      "vin": "JTJVBCDX3T5098454"
    }
  },
  "reason_code": "DEALER_NON_TARGET_TRIM_PERMANENT_NON_TARGET",
  "reason_codes_json": [
    "DEALER_NON_TARGET_TRIM_PERMANENT_NON_TARGET"
  ],
  "verification_run_id": "b63d1a25-1e5a-44d1-b18b-8316efbfe0f4",
  "work_item_id": "4f3ef258-f980-4cba-bb01-8e832bb5063b"
}