{
  "title": "Wood preservation data for AI treatment-tag matching",
  "source_page": "https://fiund.com/industries/treated-wood-tag-batch-link-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A replacement tag needs evidence of its scope",
    "context": "Neutral paper tags and a toy ledger represent a fictional treatment batch. Neither real chemicals nor suitability ratings appear.",
    "records": [
      [
        "T1",
        "Charge ledger",
        "Mock charge C7 lists bundles B12 and B13."
      ],
      [
        "T2",
        "Photo archive",
        "B12 original tag is legible and references C7."
      ],
      [
        "T3",
        "Repack note",
        "B13 tag replaced; new tag says B13 without a charge identifier."
      ],
      [
        "T4",
        "Request",
        "Distinguish physical tag evidence from ledger-derived charge linkage."
      ]
    ],
    "question": "How should the two bundle records differ?",
    "answer": "B12 has both a ledger link in T1 and a visible C7 mark in T2. B13 has the ledger link through T1 but the replacement tag in T3 does not visibly corroborate it. Preserve these as separate evidence statuses instead of copying B12's image proof.",
    "failureModes": [
      "Assuming a blank field on a replacement tag revokes the ledger",
      "Using a sibling bundle's tag as proof of B13's marking"
    ],
    "fields": [
      [
        "charge_reference",
        "Links bundles to the fictional ledger"
      ],
      [
        "tag_version",
        "Identifies which physical tag was observed"
      ],
      [
        "corroboration_status",
        "Separates a recorded link from a verified visible one"
      ]
    ],
    "holdout": "Introduce a conflicting visible charge on B13 and ask the model to record both rather than silently selecting either.",
    "boundary": "No actual treatment chemistry, certified uses, chemical application guidance or authentic tags."
  }
}