{
  "title": "Fabric shop cut length, bolt and lot data for AI",
  "source_page": "https://fiund.com/industries/fabric-retail-cut-length-dye-lot-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "The measured offcut length and the bolt card's width come from different views",
    "context": "Two owned practice offcuts and original tags use artificial dimensions and dye-lot codes. No customer project, price, actual order or licensed print is represented.",
    "records": [
      [
        "FRL1",
        "Bolt A card",
        "Fabric F, dye lot L1, width 50 practice cm. Offcut C1 explicitly linked to bolt A."
      ],
      [
        "FRL2",
        "C1 ruler view",
        "Visible C1 tag and ruler marks show a 30 cm length in the staged annotation. Ruler covers length axis only; width not measured in that image."
      ],
      [
        "FRL3",
        "Loose ruler photo",
        "Shows 40 cm but tag says bolt B/lot L2. No C1 association or substitute rule supplied."
      ]
    ],
    "question": "Which C1 length and source width are supported, and can the loose ruler view replace either?",
    "answer": "FRL2 supports C1's observed 30 cm length from its matched tag and ruler. FRL1 supplies 50 cm as the parent bolt's documented width, not a width independently measured in C1's length view. FRL3 belongs to a different bolt and lot and cannot replace either. Report each dimension's source and measurement scope rather than transfer an image by fabric resemblance or confuse the bolt specification with a separate offcut observation.",
    "failureModes": [
      "Using a ruler image from the wrong bolt or dye lot.",
      "Claiming an offcut width was measured when the photograph covers only length."
    ],
    "fields": [
      [
        "Bolt, offcut and dye-lot ID",
        "Defines lineage."
      ],
      [
        "Length axis and scale",
        "Supports observed measurement."
      ],
      [
        "Width specification versus image evidence",
        "Keeps dimensions sourced separately."
      ]
    ],
    "holdout": "Add a matched C1 width view showing 45 cm. Require observed offcut width and 50 cm bolt specification to remain separate rather than overwrite either.",
    "boundary": "Use owned materials, original labels and consented performers. Exclude customer projects, licensed patterns and pricing records."
  }
}