{
  "title": "Used merchandise condition and product verification data for AI",
  "source_page": "https://fiund.com/industries/resale-condition-recall-hold-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A cosmetic intake label cannot resolve an exact-model review hold",
    "context": "An original resale fixture describes an owned inert mock item. It contains no seller, payment, actual recall record or real product-safety determination.",
    "records": [
      [
        "RRH1",
        "Intake image annotation",
        "Item I has a visible scratch on region R, reviewer labels cosmetic condition MARKED. Model suffix cropped; visible prefix DEMO-Q."
      ],
      [
        "RRH2",
        "Dummy lookup",
        "Record applies to DEMO-Q2. Item I's exact suffix not verified. No authoritative I-to-Q2 identity link."
      ],
      [
        "RRH3",
        "Practice review rule",
        "Keep an identification hold until full model is verified. Condition observation is a separate field; no real clearance action."
      ]
    ],
    "question": "What condition can be documented, and should the similar-model lookup close the identification hold?",
    "answer": "RRH1 supports the visible scratch and its MARKED condition label for I. RRH2 refers to Q2, while I's suffix is cropped and unverified. Under RRH3 the identification hold remains, regardless of the documented cosmetic condition or similar prefix. Request a readable full model or authorized exact match rather than declare a real recall result, sellability or safety status from incomplete identity evidence.",
    "failureModes": [
      "Treating cosmetic condition review as product identity verification.",
      "Clearing a hold from a near-matching model suffix without authoritative association."
    ],
    "fields": [
      [
        "Intake item and visible model text",
        "Defines the known identity portion."
      ],
      [
        "Condition region and reviewer label",
        "Supports the observation."
      ],
      [
        "Lookup scope and unresolved hold",
        "Separates documentary states."
      ]
    ],
    "holdout": "Supply a readable suffix Q3. Require exact identity to resolve but the Q2 lookup to remain inapplicable.",
    "boundary": "Use owned props and original annotations. Exclude seller and payment records; qualified staff retain actual recall and sale decisions."
  }
}