{
  "title": "Used car listing, condition and disclosure records for AI",
  "source_page": "https://fiund.com/industries/used-car-condition-disclosure-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A current condition disclosure needs a matching stock record and a scoped observation",
    "context": "Two original vehicle outlines and invalid stock aliases form an administrative fixture. No real vehicle, VIN, face, plate, title, deal or warranty determination appears.",
    "records": [
      [
        "UC1",
        "Listing history",
        "Mock stock A originally described as 'no marked cosmetic observation.' That listing predates revised disclosure D2."
      ],
      [
        "UC2",
        "Current disclosure D2",
        "Explicitly replaces A's cosmetic field with mark M on region R. Original matched drawing A shows M in R; no mechanical condition finding."
      ],
      [
        "UC3",
        "Neighbor record",
        "Stock A2 has a clear-looking drawing and a similar model title. No A-to-A2 equivalence or supersession supplied."
      ]
    ],
    "question": "Which current condition statement is supported for A, and can the drawing or old listing support a broader condition or warranty conclusion?",
    "answer": "UC2 supplies A's current disclosed mark M in region R and a matching original drawing. UC1 is earlier wording explicitly replaced in that field. UC3's clear-looking A2 drawing belongs to another stock unit. Report the revised cosmetic observation and its limited region without extending it to mechanical condition, actual warranty terms or a legal disclosure determination. The fixture tests exact record linkage and scope.",
    "failureModes": [
      "Using the old listing after an explicit field revision.",
      "Extending a cosmetic view to a mechanical, warranty or different-vehicle conclusion."
    ],
    "fields": [
      [
        "Stock alias and disclosure revision",
        "Defines the controlling record."
      ],
      [
        "Observation region and matched drawing",
        "Supports visible evidence."
      ],
      [
        "Scope and superseded wording",
        "Limits the summary."
      ]
    ],
    "holdout": "Add an original photo description for A's different region. Require it to remain separate rather than erase the documented R mark.",
    "boundary": "Use original drawings and fictional inventory. Exclude actual identities and deal files; clear third-party history reports separately if ever used."
  }
}