{
  "title": "Floor covering retailer lot, sample and coverage data for AI",
  "source_page": "https://fiund.com/industries/flooring-retail-dye-lot-coverage-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Carton count is not coverage without a matching area-per-carton field",
    "context": "Two owned display swatches and original case labels use invented lot codes and practice area. No client floor plan, order, installation or price calculation is involved.",
    "records": [
      [
        "FCV1",
        "Lot A stock",
        "Three cartons, original label says 2 practice square units per carton. Swatch A links to lot A."
      ],
      [
        "FCV2",
        "Lot B stock",
        "Four cartons, area-per-carton field absent. Swatch B looks similar but readable tag shows distinct lot B."
      ],
      [
        "FCV3",
        "Summary draft",
        "Draft uses A's case area for both lots and calls the swatches identical stock. No matching B specification or approved lot equivalence supplied."
      ]
    ],
    "question": "Which coverage total follows from the record, and can appearance or A's case label establish B's area or lot identity?",
    "answer": "FCV1 supports six practice square units for A: three cartons times two per carton. FCV2 lacks B's own area-per-carton value, so its four cartons cannot be converted from A's label. The readable lot tags also distinguish A and B despite visual resemblance. Correct FCV3's unsupported coverage and identity assumptions; do not calculate a combined total or claim real material compatibility or installation coverage.",
    "failureModes": [
      "Borrowing one lot's carton area to fill another lot's missing basis.",
      "Treating similar swatch appearance as proof of a matching lot identifier."
    ],
    "fields": [
      [
        "Lot and swatch reference",
        "Defines the material."
      ],
      [
        "Carton count and area per carton",
        "Supports coverage conversion."
      ],
      [
        "Label completeness and unresolved equivalence",
        "Limits aggregation."
      ]
    ],
    "holdout": "Supply B's verified 1.5 square units per carton. Require six square units for B without merging lots merely because total areas now match.",
    "boundary": "Use original or owned samples. Exclude actual orders, client plans, costs and proprietary patterns; the task gives no installation advice."
  }
}