{
  "title": "Breakfast cereal production data for AI rework tracking",
  "source_page": "https://fiund.com/industries/cereal-rework-allergen-path-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A recorded rework addition follows its source statement while a staged tote remains unconfirmed",
    "context": "A fictional cereal record exercise uses abstract inclusion codes and inert tote aliases. It supplies no real recipe, food, processing instruction or allergen determination.",
    "records": [
      [
        "CRW1",
        "Earlier batch and tote map",
        "Mock batch A records inclusion code X. Original tote T1 explicitly traces to A. T2 has a separate parent B with no reviewed inclusion record."
      ],
      [
        "CRW2",
        "Executed addition",
        "Addition sheet for mock batch C explicitly lists T1 with matched timestamp and reviewer approval. T2 appears on a staging list only."
      ],
      [
        "CRW3",
        "Packaging proof",
        "C draft proof omits X and states plain practice label. No authorized reconciliation or T2 use evidence supplied."
      ]
    ],
    "question": "Which source inclusion evidence reaches C, and does the staging list or draft proof establish T2 use or absence of X?",
    "answer": "CRW1 and CRW2 trace documented T1 use in C back to A's inclusion code X. T2's staging entry does not establish use or its inclusion status. CRW3's draft omits X but does not override the recorded ancestor and addition, so route that exact discrepancy to the authorized reviewer. Preserve documented material, staged material and unconfirmed absence separately without drawing a real allergen, safety, recipe or release conclusion.",
    "failureModes": [
      "Dropping an inclusion when a documented rework ancestor enters a new batch.",
      "Treating staged material as used or an omitted code as proof of absence."
    ],
    "fields": [
      [
        "Source batch, inclusion and tote",
        "Defines the ancestor."
      ],
      [
        "Staging versus executed addition",
        "Separates states."
      ],
      [
        "Proof revision and reviewer flag",
        "Makes the discrepancy traceable."
      ]
    ],
    "holdout": "Change the inclusion code and reverse the layout of staging and addition tables. Require source-linked reasoning rather than template position.",
    "boundary": "Use original fictional records and a qualified reviewer. Exclude actual formulations and operating details; all food decisions remain with staff."
  }
}