{
  "title": "Plumbing trim data for AI finish and body records",
  "source_page": "https://fiund.com/industries/plumbing-trim-finish-body-record-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A finish code does not identify the body",
    "context": "Original fixture silhouettes and mock finish tags model a kit without any plumbing recommendations.",
    "records": [
      [
        "1",
        "Order",
        "Trim T7 in finish F2 must be packed with body B3."
      ],
      [
        "2",
        "Box photo",
        "Trim T7 and finish F2 tags visible; sealed inner carton B4."
      ],
      [
        "3",
        "Kit ledger",
        "B3 and B4 both share exterior carton size."
      ]
    ],
    "question": "What is wrong in the observed kit record?",
    "answer": "Trim identity and finish agree with record 1. The inner box in record 2 says B4 rather than B3; its matching size in record 3 is irrelevant to identity. Flag the package-label mismatch and keep physical contents unconfirmed because the carton is sealed.",
    "failureModes": [
      "Using trim finish as evidence about body variant",
      "Treating sealed package markings as direct inspection of contents"
    ],
    "fields": [
      [
        "trim_finish",
        "Tracks the visible variant"
      ],
      [
        "body_carton_id",
        "Checks a separate kit component"
      ],
      [
        "physical_verification_status",
        "Captures sealed versus opened evidence"
      ]
    ],
    "holdout": "Give an opened box where the body stamp differs from the carton; retain both identifiers and the conflict.",
    "boundary": "No real plumbing compatibility, installation instructions, manufacturer drawings or customer orders."
  }
}