{
  "title": "Less-than-truckload cross-dock records for AI traceability",
  "source_page": "https://fiund.com/industries/ltl-crossdock-parentage-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A receiving scan does not itself place a carton on a new pallet",
    "context": "Two mock pallets and four original carton aliases form a synthetic event graph. No shipper, consignee, commodity, rate or cross-dock layout is included.",
    "records": [
      [
        "LP1",
        "Starting aggregation",
        "Pallet A contains C1 and C2; pallet B contains C3 and C4. Original membership event supplied."
      ],
      [
        "LP2",
        "C2 reparenting",
        "At 10:00 confirmed removal from A; at 10:05 confirmed addition to B. C2 shipment identity unchanged."
      ],
      [
        "LP3",
        "C1 exception",
        "At 10:10 confirmed removal from A, then receiving scan C1 at 10:12. No pallet-addition or current-parent event supplied."
      ]
    ],
    "question": "At 10:15, which pallet memberships are supported, and can C1's receiving scan establish B as its parent?",
    "answer": "LP1 and LP2 place C2 with C3 and C4 on B at 10:15. C1 has been removed from A under LP3 but has no confirmed new parent; its receiving scan is not an aggregation event. A therefore has no remaining listed carton in this fixture, while C1's current pallet remains unresolved. Preserve object identity separately from changing parentage rather than infer membership from general receipt at the facility.",
    "failureModes": [
      "Treating a receiving scan as confirmation of pallet aggregation.",
      "Leaving a carton on its old pallet after a confirmed removal or changing its shipment identity during a parent move."
    ],
    "fields": [
      [
        "Carton and shipment identity",
        "Preserves the object."
      ],
      [
        "Parent pallet and add/remove event",
        "Defines membership."
      ],
      [
        "Effective time and missing aggregation",
        "Supports the as-of graph."
      ]
    ],
    "holdout": "Add C1 to pallet B at 10:20. Require the 10:15 answer to remain unassigned while a later query includes the new membership.",
    "boundary": "Use original demo labels and fictional scans. Exclude customer-specific formats and facility layouts; several operators may control real evidence."
  }
}