{
  "title": "Asphalt roofing product data for AI bundle and revision checks",
  "source_page": "https://fiund.com/industries/roofing-shingle-bundle-revision-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A bundle proof with a superseded panel drawing",
    "context": "Paper props carry fictional colors and bundle tags. No fire, wind or weather performance is measured.",
    "records": [
      [
        "1",
        "Revision ledger",
        "Mock style S: rev 2 tab shape applies starting batch 20."
      ],
      [
        "2",
        "Bundle label",
        "Style S, batch 24, printed picture shows rev 1 tabs."
      ],
      [
        "3",
        "Opened sample",
        "Three visible prop tabs agree with rev 2 drawing; remaining contents are covered."
      ]
    ],
    "question": "What is the likely evidence discrepancy?",
    "answer": "Record 1 makes rev 2 applicable to batch 24. Record 3 supports a rev 2 visual match for the exposed pieces, while record 2 retains rev 1 artwork. Flag a label-picture conflict and limit the content observation to the three exposed tabs.",
    "failureModes": [
      "Calling the hidden contents verified",
      "Treating packaging art as the physical part record"
    ],
    "fields": [
      [
        "batch_effectivity",
        "Selects intended design revision"
      ],
      [
        "printed_artwork_rev",
        "Records information on the package"
      ],
      [
        "visible_piece_count",
        "Bounds the observation"
      ]
    ],
    "holdout": "Use a bundle with mixed visible tab shapes under one label; require separate part observations before summarizing.",
    "boundary": "No branded packaging, roof installation guidance or certification marks."
  }
}