{
  "title": "Cane sugar manufacturing data for AI lot and test matching",
  "source_page": "https://fiund.com/industries/cane-sugar-polarity-color-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A shared shipment reference does not make a raw-material test a finished-lot result",
    "context": "An original purchasing fixture uses abstract properties and invented values for raw and finished stages. No actual sugar, refinement settings, certificate or quality decision is represented.",
    "records": [
      [
        "CSP1",
        "Raw intake",
        "Shipment S, raw lot R, property P=12 practice U. Original test explicitly labels stage RAW."
      ],
      [
        "CSP2",
        "Finished lot A",
        "Same shipment reference S, different lot F-A. Original reviewed result P=10 U, stage FINISHED. Separate color-style property C has its own value."
      ],
      [
        "CSP3",
        "Finished lot B",
        "S also references F-B, no finished P result. Draft attaches CSP1's 12 U to F-B solely through S."
      ]
    ],
    "question": "Which result supports a finished-P request for F-A, and can the raw result fill the same field for F-B?",
    "answer": "CSP2 supports finished property P at 10 U for exact F-A. CSP1 is a raw-stage 12-U observation for R, despite sharing shipment S. CSP3 lacks a finished P result for F-B, so the raw test or F-A's result cannot substitute. Keep stage, lot and property attached to every value and ask for an F-B-specific finished measurement. The exercise supplies no actual quality or acceptance conclusion.",
    "failureModes": [
      "Joining by shipment while ignoring the raw versus finished stage and lot.",
      "Using a different measured property to answer a requested property because it appears in the correct report."
    ],
    "fields": [
      [
        "Shipment, lot and material stage",
        "Defines the request scope."
      ],
      [
        "Property, unit and source version",
        "Preserves measurement meaning."
      ],
      [
        "Finished-test availability",
        "Limits unsupported substitution."
      ]
    ],
    "holdout": "Add a transfer to storage with a new location but retained finished lot identity. Require the exact property result to follow the verified lineage rather than the old location label.",
    "boundary": "Use original invented tables. Exclude real certificates and settings; mill, lab and customer reuse terms require separate review."
  }
}