{
  "title": "Abrasive product data for AI label and dimension checks",
  "source_page": "https://fiund.com/industries/abrasive-wheel-label-dimensions-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "The bore number in the wrong column",
    "context": "An original paper wheel illustration and mock catalog use invented dimensions for a document-reading exercise.",
    "records": [
      [
        "1",
        "Order card",
        "Model W5: outside 90 mm, bore 10 mm, width 8 mm."
      ],
      [
        "2",
        "Candidate A",
        "W5: outside 90 mm, bore 8 mm, width 10 mm."
      ],
      [
        "3",
        "Candidate B",
        "W5: outside 90 mm, bore 10 mm, width omitted."
      ]
    ],
    "question": "Can either record be marked a documented match?",
    "answer": "A disagrees on both bore and width; swapping those numbers would conceal the mismatch. B has the right outside and bore values but no width, so it remains incomplete. Compare named dimensions separately; neither record establishes compatibility or safe use.",
    "failureModes": [
      "Comparing an unordered set of dimensions",
      "Treating an omitted width as equivalent to 8 mm"
    ],
    "fields": [
      [
        "dimension_name",
        "Avoids bore and width transposition"
      ],
      [
        "printed_model",
        "Associates geometry with a labeled record"
      ],
      [
        "missing_value_status",
        "Distinguishes unknown from mismatch"
      ]
    ],
    "holdout": "Use one dimension in centimeters and the others in millimeters; normalize within each field.",
    "boundary": "No actual abrasive product, rotation speed, fit guidance, application or safety approval."
  }
}