{
  "title": "Food pantry case counts and distribution inventory data for AI",
  "source_page": "https://fiund.com/industries/food-pantry-case-count-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Cases and individual units need a stated pack size before inventory arithmetic",
    "context": "A closed-room exercise uses empty cartons, inert units and original labels. There are no food recipients, real intake records, distribution locations or operational inventory claims.",
    "records": [
      [
        "FPY1",
        "Carton A label",
        "Product A: 3 cases received, 8 inert units per case. Original practice label and receipt agree."
      ],
      [
        "FPY2",
        "Transfer record",
        "5 individual A units moved from staging to practice table. No other A movement; task asks for remaining staging units."
      ],
      [
        "FPY3",
        "Carton B label",
        "Product B: 2 cases received. Units per case absent; no packing list or unit-level count supplied."
      ]
    ],
    "question": "Which remaining A total can be calculated, and can B's two cases be converted using A's pack size?",
    "answer": "FPY1 supports 24 A units at receipt, and FPY2's five-unit transfer leaves 19 at staging under the stated no-other-movement condition. FPY3 provides only B's two cases without a pack size, so B's unit total remains unknown. A's eight-per-case label is product-specific and cannot fill B's missing denominator. Preserve units, cases and location state rather than combine unlike quantities into one apparent total.",
    "failureModes": [
      "Subtracting individual units directly from case counts without conversion.",
      "Applying another product's case size when the relevant label is absent."
    ],
    "fields": [
      [
        "Product and container count",
        "Defines the incoming quantity."
      ],
      [
        "Units per case and source label",
        "Supports conversion."
      ],
      [
        "Transfer unit and location",
        "Tracks the remaining state."
      ]
    ],
    "holdout": "Add B's independently verified six units per case. Require its 12-unit total while A's staging balance remains 19.",
    "boundary": "Use original labels and consenting adults with empty props. Exclude recipient details, addresses and identifiable volunteer records."
  }
}