{
  "title": "Seafood retailer origin, lot and case card data for AI",
  "source_page": "https://fiund.com/industries/seafood-retail-case-origin-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A matching market name does not establish origin or production method",
    "context": "Two empty display cases use independently written labels and invented suppliers. No seafood, actual catch location, distributor record, customer or food handling is represented.",
    "records": [
      [
        "SO1",
        "Receiving source",
        "Practice lot L1, display name DEMO-FISH, origin alias O1 and production-method code M1. Original reviewed lot reference supplied."
      ],
      [
        "SO2",
        "Case A card",
        "Exact L1 link, same name, but printed origin O2 and method blank. No revised receiving source or explanation for O2."
      ],
      [
        "SO3",
        "Case B card",
        "Same name, no readable lot. Displays O1/M1 copied from receiving summary; no verified L1 association."
      ]
    ],
    "question": "Which origin and method fields does the receiving source support, and what needs review for each display card?",
    "answer": "SO1 supports O1 and M1 for L1. SO2 links A to L1 but conflicts on its printed O2 and omits method; preserve that discrepancy instead of silently replacing the display fields. SO3 repeats O1/M1 but lacks a lot link, so its matching name cannot establish those values for B. Return separate field and identity findings for authorized review, without drawing actual origin, traceability-compliance or food-safety conclusions.",
    "failureModes": [
      "Applying a lot's origin to another case with the same market name.",
      "Treating copied text or a blank production method as verified display compliance."
    ],
    "fields": [
      [
        "Receiving lot and case target",
        "Defines traceability scope."
      ],
      [
        "Origin and method as separate fields",
        "Preserves source claims."
      ],
      [
        "Displayed value and conflict/missingness",
        "Supports review."
      ]
    ],
    "holdout": "Add B's verified L2 link and its own origin record. Require its fields to be matched independently of L1's copied card.",
    "boundary": "Use original empty props and invented records. Exclude actual suppliers, locations and handling footage."
  }
}