{
  "title": "Hardwood plywood data for AI face and core evidence",
  "source_page": "https://fiund.com/industries/hardwood-plywood-face-core-map-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A panel face with a separate core ticket",
    "context": "An original drawing and three paper layers represent one fictional panel.",
    "records": [
      [
        "V1",
        "Panel traveler",
        "Panel P9: front veneer V13, core C2, back veneer V15."
      ],
      [
        "V2",
        "Veneer ticket",
        "V13 is finish sample R; V15 is finish sample S."
      ],
      [
        "V3",
        "Photo caption",
        "The camera is on the back face of P9; edge is masked."
      ],
      [
        "V4",
        "Caption draft",
        "Proposed description says front R visible and core verified."
      ]
    ],
    "question": "How should the caption be corrected?",
    "answer": "V3 identifies the imaged face as the back. V1 and V2 associate it with V15 and finish sample S. The traveler names core C2 but the masked edge prevents photo verification; the caption must distinguish the documentary link from what the photo actually shows.",
    "failureModes": [
      "Assuming the first listed veneer faces the camera",
      "Reporting the hidden core as visually confirmed"
    ],
    "fields": [
      [
        "view_face",
        "Selects the correct veneer position"
      ],
      [
        "veneer_ticket",
        "Connects a face to a finish sample"
      ],
      [
        "verification_mode",
        "Separates imagery from traveler evidence"
      ]
    ],
    "holdout": "Introduce a mirrored back-face photo; use the frame marker, not grain direction, to resolve the face.",
    "boundary": "Only owned drawings; omit actual supplier grades, press schedules and protected finish references."
  }
}