{
  "title": "Corrugated box data for testing AI order and blank checks",
  "source_page": "https://fiund.com/industries/corrugated-box-converting-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A rotated blank has no matching compression entry",
    "context": "A fictional blank and drawing label flute direction. Indexed test stubs are empty and carry no load values.",
    "records": [
      [
        "B1",
        "Blank reference",
        "Blank K2 should have flute direction parallel to fold F2."
      ],
      [
        "B2",
        "Edge photo",
        "K2 sample flutes run perpendicular to F2."
      ],
      [
        "B3",
        "Report index",
        "Entry C1 covers K2 parallel configuration; C2 covers blank K3 perpendicular."
      ],
      [
        "B4",
        "Review request",
        "Identify an applicable test reference if one exists."
      ]
    ],
    "question": "Can either entry support the perpendicular K2 sample?",
    "answer": "No. The observed sample in B2 is K2 perpendicular and differs from B1. C1 matches K2 with a different orientation; C2 matches orientation with a different blank. B3 has no exact match, so the observed configuration remains unlinked to compression evidence.",
    "failureModes": [
      "Inferring flute direction from exterior artwork",
      "Picking a test reference that matches only one key"
    ],
    "fields": [
      [
        "blank_variant",
        "Identifies the geometry covered"
      ],
      [
        "flute_to_fold",
        "Measures orientation relative to a defined fold"
      ],
      [
        "evidence_configuration",
        "Requires the variant and orientation together"
      ]
    ],
    "holdout": "Supply a cropped photo with no fold label; keep direction in image coordinates without claiming relation to F2.",
    "boundary": "No real strength claims, performance results, engineering recommendations or customer packaging."
  }
}