{
  "title": "Grocery wholesale mixed pallet and receiving records for AI",
  "source_page": "https://fiund.com/industries/grocery-wholesale-mixed-pallet-receipt-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A balancing pallet total can still contain a short line and the wrong substitute",
    "context": "An original mixed-pallet practice case uses empty cartons and dummy products. No actual orders, prices, supplier deal or live receiving operation appears.",
    "records": [
      [
        "GPR1",
        "Order O",
        "Three cases A/size S and two cases B/size M, total five. Separate required lines."
      ],
      [
        "GPR2",
        "Receiving count",
        "Five observed cases: two A/S, two B/M and one substitute C/size L. Original reviewer matches all case codes to the pallet."
      ],
      [
        "GPR3",
        "Approved substitution",
        "For O's missing one A/S, approval permits C/size S only. It does not cover C/L, despite the same C family name."
      ]
    ],
    "question": "Which line is complete, what remains short, and does the approved substitution cover the observed fifth case?",
    "answer": "GPR2 fully matches B/M's two-case line and supplies only two of the three required A/S cases. The fifth case is C/L, while GPR3 authorizes only C/S as the substitute. The pallet totals five cases but does not meet the approved line mix. Preserve the A shortage and unmatched C/L separately rather than net them into a completed order or infer a family-wide substitution from one approved size.",
    "failureModes": [
      "Using the total pallet count to mask a line shortage.",
      "Accepting a substitution with the right family but the wrong size."
    ],
    "fields": [
      [
        "Order line and required variant",
        "Defines the target mix."
      ],
      [
        "Observed case ID and count",
        "Supports receiving reconciliation."
      ],
      [
        "Approved substitute scope and exception",
        "Limits the closure."
      ]
    ],
    "holdout": "Change the observed fifth case to C/S and retain the approval. Require fulfillment under the stated substitution while keeping the original A quantity visible.",
    "boundary": "Use original labels and empty props. Exclude actual orders, agreements, prices and live receiving footage."
  }
}