{
  "title": "Jewelry retailer gemstone description and disclosure data for AI",
  "source_page": "https://fiund.com/industries/jewelry-retail-stone-disclosure-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A stone's appearance cannot supply an unlinked origin or treatment disclosure",
    "context": "Two inert mock settings use original identification and disclosure cards. There is no actual stone, appraisal, authentication, valuation, customer or precious inventory.",
    "records": [
      [
        "JS1",
        "Item A card",
        "Original dummy item ID A, linked disclosure D-A: abstract origin code O1 and treatment code T1. Exact wording retained in fixture."
      ],
      [
        "JS2",
        "Item B image",
        "B resembles A in the staged view. B's own ID visible, but no matching disclosure or independent origin/treatment result."
      ],
      [
        "JS3",
        "Listing draft",
        "Copies A's O1/T1 disclosure to B based on appearance. No authorizing equivalence or corrected B source supplied."
      ]
    ],
    "question": "Which item can cite the stated disclosure, and can B's similar image establish the same attributes?",
    "answer": "JS1 supports quoting D-A's exact abstract O1/T1 wording for A because its item reference matches. JS2 supports B's visible appearance and distinct identity, not origin or treatment. JS3's copied disclosure lacks a B-specific source and should remain unresolved pending qualified review. Keep product statements attached to the exact item and document, without interpreting the image as authentication, valuation or a real gemstone finding.",
    "failureModes": [
      "Inferring origin or treatment from visual resemblance.",
      "Copying a neighboring item's disclosure while dropping the exact wording and target."
    ],
    "fields": [
      [
        "Item and disclosure reference",
        "Defines scope."
      ],
      [
        "Exact statement versus image observation",
        "Preserves source type."
      ],
      [
        "Missing verification and reviewer state",
        "Limits unsupported attributes."
      ]
    ],
    "holdout": "Supply B's verified origin card but no treatment field. Require partial disclosure support rather than copy A's treatment code.",
    "boundary": "Use synthetic descriptions and original images. Exclude appraisals and customer records; qualified people retain authentication and valuation decisions."
  }
}