{
  "title": "Cheese lot lineage data for evaluating AI traceability",
  "source_page": "https://fiund.com/industries/cheese-lot-lineage-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A source-lot notice follows explicit packing links across pack sizes",
    "context": "An original fictional trace graph uses empty-package aliases and arbitrary counts. No cheese, real notice, shipment, supplier, regulatory coverage or recall decision appears.",
    "records": [
      [
        "CHL1",
        "Source notice",
        "Practice source L-A is the target. Distinct source L-AA arrives same day and has a similar label."
      ],
      [
        "CHL2",
        "Packing map",
        "L-A explicitly produces outputs A-S and A-L in two pack sizes. L-AA produces AA-S. Separate exact original mapping events."
      ],
      [
        "CHL3",
        "Loose output",
        "Output X shares packing date and same count as A-S, but parent link missing. No reviewed relationship to either source."
      ]
    ],
    "question": "Which output IDs have supported L-A ancestry, and can date or quantity determine whether X belongs in the list?",
    "answer": "CHL1 and CHL2 support A-S and A-L as documented L-A descendants despite different package sizes. AA-S belongs to distinct L-AA and must not be included on name similarity. CHL3's X has no parent record, so shared date and quantity cannot establish whether it is affected in the fictional trace. Return the supported output list and request X's packing link without making a real recall, release or regulatory coverage decision.",
    "failureModes": [
      "Matching a similar source ID instead of following exact packing links.",
      "Inferring affected output from equal quantities or assuming the documented set covers an unlinked output."
    ],
    "fields": [
      [
        "Source and output lot IDs",
        "Defines trace targets."
      ],
      [
        "Packing event and package level",
        "Preserves split lineage."
      ],
      [
        "Missing parent and reviewer scope",
        "Limits the result."
      ]
    ],
    "holdout": "Add a reviewed X-to-L-AA map. Require X to leave the unresolved list without entering L-A's supported descendants.",
    "boundary": "Use original synthetic maps reviewed by appropriate staff. Exclude actual supplier and shipment data; no regulatory or product action is authorized."
  }
}