{
  "title": "Purchased-chocolate confectionery data for AI remelt records",
  "source_page": "https://fiund.com/industries/purchased-chocolate-remelt-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Supplier composition evidence can follow an unopened lot without describing a returned coating's full history",
    "context": "Two original mock remelt events use abstract materials and nonoperative documents. No actual chocolate, process parameters, recipe, supplier or product claim appears.",
    "records": [
      [
        "PCR1",
        "Unopened lot",
        "Original mock supplier card S1 names purchased lot P1 and declared component code X. Exact receiving link supplied."
      ],
      [
        "PCR2",
        "Remelt and use map",
        "Run R1 uses unopened P1 only and maps to finished F1. Run R2 uses P1 plus returned coating T; exact R2-to-F2 association."
      ],
      [
        "PCR3",
        "Return gap",
        "T has an internal return code but original source and addition-history card absent. Draft claims F2's complete composition from S1 alone."
      ]
    ],
    "question": "Which supplier evidence follows each finished product, and what is missing for F2's returned contribution?",
    "answer": "PCR1 and PCR2 document P1 and its stated supplier code X in both F1 and F2 paths. F1's supplied remelt record uses only P1; F2 also documents returned T. PCR3 lacks T's prior source and addition history, so S1 cannot describe F2's complete contribution set or formulation. Preserve the known P1 declaration and missing T evidence separately rather than invent ingredients or issue an actual label or release decision.",
    "failureModes": [
      "Treating a supplier declaration as the complete composition of a downstream mixed product.",
      "Dropping returned material because its source history is missing."
    ],
    "fields": [
      [
        "Purchased lot and supplier declaration",
        "Defines known source."
      ],
      [
        "Remelt and finished-use association",
        "Supports lineage."
      ],
      [
        "Returned material and missing history",
        "Limits composition claims."
      ]
    ],
    "holdout": "Rename the coating code and give a verified T source card with a separate component. Require the completed ancestry to follow the new sources.",
    "boundary": "Use original dummy certificates and abstract components. Exclude real formulas and development files; qualified staff retain product and label decisions."
  }
}