{
  "title": "Construction material wholesale batch and declaration data for AI",
  "source_page": "https://fiund.com/industries/construction-material-wholesale-test-doc-match-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A declaration for one batch does not support a similar pallet's claims",
    "context": "Two inert mock pallets have independently written packing slips and abstract declarations. There are no actual test reports, bids, construction materials, customer or certification result.",
    "records": [
      [
        "CTW1",
        "Pallet A packet",
        "Packing slip S-A names dummy batch A and generic description M. No reviewed declaration references A."
      ],
      [
        "CTW2",
        "Pallet B packet",
        "Approved original declaration D-B v1 explicitly names batch B and abstract claim C. Pallet B's tag matches that batch."
      ],
      [
        "CTW3",
        "Newer draft",
        "D-B v2 proposes claim D, unsigned and not approved. Folder draft copies C to A because both descriptions say M."
      ]
    ],
    "question": "Which documents apply to A and B, and which claims are unsupported by the exact batch and approval evidence?",
    "answer": "CTW1 supplies A's packing association but no approved declaration. CTW2 matches C in D-B v1 to B only. CTW3's unsigned v2 does not replace B's approved record, and the shared M description cannot transfer C to A. Preserve packing, declaration scope and review status separately, flagging the missing A source rather than state a real performance or compliance finding from neighboring batch paperwork.",
    "failureModes": [
      "Matching declarations by product description instead of batch.",
      "Preferring a newer unsigned record over the approved version."
    ],
    "fields": [
      [
        "Pallet and batch alias",
        "Defines the scope."
      ],
      [
        "Packing versus declaration type",
        "Separates evidence roles."
      ],
      [
        "Version, signature and missing claim support",
        "Limits the result."
      ]
    ],
    "holdout": "Add a declaration explicitly covering A and B but effective after the requested date. Require the earlier review to retain its original scope.",
    "boundary": "Use original forms and inert props. Exclude private bids, actual reports and regulated materials; qualified staff retain technical and compliance decisions."
  }
}