{
  "title": "Paint and coatings wholesale batch and package specification data for AI",
  "source_page": "https://fiund.com/industries/coating-wholesale-batch-scope-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A package-size change does not transfer a batch statement to a different coating category",
    "context": "Empty original prop cans use abstract coating categories and invalid product IDs. There is no chemical, formula, supplier sheet, purchase or actual use instruction.",
    "records": [
      [
        "CBS1",
        "Batch statement",
        "Practice product P1/category C1, batch B1, original pack 2 U. Statement Q explicitly names P1/B1/C1."
      ],
      [
        "CBS2",
        "Approved pack change",
        "P1/B1 later repacked as 1-U units under original mock authorization. Category C1 and batch identity unchanged."
      ],
      [
        "CBS3",
        "Proposed substitute",
        "Product P2/category C2 also uses 1-U pack and similar display name. No B1 link or matching Q statement for P2."
      ]
    ],
    "question": "What attributes are supported after P1's pack change, and can P2 inherit statement Q from its equal package size?",
    "answer": "CBS1 and CBS2 support P1/B1/C1 and a documented change from 2-U to 1-U packaging without changing batch or category. CBS3 is separate P2/C2; its equal pack size and similar name do not make it a B1 item or transfer Q. Preserve packaging revision, category and exact statement scope independently. Request a matched P2 record rather than infer actual formulation, use suitability or compliance from an empty prop label.",
    "failureModes": [
      "Treating a pack change as a change to batch identity or product category.",
      "Extending a statement to a different product because the new package sizes match."
    ],
    "fields": [
      [
        "Product, category and batch",
        "Defines the statement scope."
      ],
      [
        "Pack level and effective revision",
        "Preserves the change."
      ],
      [
        "Substitute target and supporting document",
        "Limits attribution."
      ]
    ],
    "holdout": "Add P2's own statement but omit its batch. Require product/category support while batch-level attribution remains incomplete.",
    "boundary": "Use original labels and empty props. Exclude chemicals, formulas and actual supplier files."
  }
}