{
  "title": "Frozen pastry data for AI preparation-label version review",
  "source_page": "https://fiund.com/industries/frozen-pastry-thaw-label-version-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "An insert title can stay the same while its approved pack-format version changes",
    "context": "Original empty frozen-pastry packages and abstract insert codes form a document exercise. It provides no actual food, preparation steps, time, temperature or product-use advice.",
    "records": [
      [
        "FPV1",
        "Run card",
        "Mock run R2 executed retail pack format F2. Original approved proof links R2/F2 to insert I2; title 'Preparation card' unchanged across revisions."
      ],
      [
        "FPV2",
        "Old insert",
        "I1 also titled 'Preparation card' but explicitly approved for earlier F1. No carryover permission to F2."
      ],
      [
        "FPV3",
        "Outer case",
        "Shipping case C contains four F2 retail packs under a matched packing list. Its logistics card L does not state consumer insert content."
      ]
    ],
    "question": "Which insert reference belongs to the executed retail pack, and can the old title or outer-case card substitute?",
    "answer": "FPV1 selects I2 for exact R2/F2 despite the reused title. FPV2's I1 belongs to the earlier format and has no carryover basis. FPV3 supplies outer-case quantity and logistics information, not a consumer insert or observed contents of each retail pack. Preserve pack level, run and approval revision rather than invent preparation instructions or treat a shipping record as proof of an included insert.",
    "failureModes": [
      "Selecting an older insert solely by matching title.",
      "Treating an outer-case logistics card as the retail preparation document."
    ],
    "fields": [
      [
        "Run and retail pack format",
        "Defines applicability."
      ],
      [
        "Approved insert ID and revision",
        "Selects the source."
      ],
      [
        "Case hierarchy and observed inclusion",
        "Limits the claim."
      ]
    ],
    "holdout": "Use a new original package shape with identical title and a different approved insert. Require exact version retrieval rather than infer a method from shape.",
    "boundary": "Use original nonoperative cards and empty props. Exclude recipes, artwork without permission and real preparation parameters."
  }
}