{
  "title": "Confectionery production data for AI deposit and pack checks",
  "source_page": "https://fiund.com/industries/candy-deposit-count-weight-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A packing count, visible count and net weight need different supporting evidence",
    "context": "Original inert shapes and mock cartons substitute for candy. The exercise has no recipe, production process, actual packaged good or official quantity determination.",
    "records": [
      [
        "CDW1",
        "Tray A",
        "Packing sheet expects six props. Full view shows six, including one visibly chipped shape; original reviewer links the view to A."
      ],
      [
        "CDW2",
        "A weight ticket",
        "Same A carton gross 50 practice mass units; verified empty-carton tare 10. Both on same basis and exact carton link."
      ],
      [
        "CDW3",
        "Tray B",
        "Packing sheet says six, view shows five with a flap obscuring a region. Gross 50 units but tare absent; no complete count or A-to-B tare equivalence."
      ]
    ],
    "question": "What counts and net mass are supported for A, and what evidence remains missing for B?",
    "answer": "CDW1 supports six visible A props, one chipped, matching the intended count without implying all are intact. CDW2 supports A's 40-unit net from 50 minus ten. CDW3 separates B's documented target six from five visible and an obscured region, and its missing tare prevents net calculation. Do not assume a hidden sixth object or borrow A's tare from equal gross. Keep counts, appearance and weight evidence separate.",
    "failureModes": [
      "Equating intended packing count with objects visible through an obstruction.",
      "Calculating net mass without a matched tare or interpreting all counted shapes as intact."
    ],
    "fields": [
      [
        "Tray/carton and intended count",
        "Defines the target."
      ],
      [
        "Visible objects, chips and occlusion",
        "Supports appearance and counting."
      ],
      [
        "Gross, tare and shared measurement basis",
        "Supports net arithmetic."
      ]
    ],
    "holdout": "Use a new carton geometry with independently measured tare and a clear second view. Require count and weight gaps to close only through their own sources.",
    "boundary": "Use original inert props, packaging and invented tickets. Exclude real formulas, molds and line footage without authority."
  }
}