{
  "title": "Sporting goods data for AI handed-component review",
  "source_page": "https://fiund.com/industries/sporting-goods-handed-component-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Grip handedness comes from the named reference view",
    "context": "Original paper racket props use an asymmetric grip marker and fictional hand codes.",
    "records": [
      [
        "1",
        "Component register",
        "With logo-free front marker up, L has notch near triangle; R has notch near square."
      ],
      [
        "2",
        "Kit order",
        "One R grip."
      ],
      [
        "3",
        "Image",
        "Front marker legible; notch near triangle."
      ]
    ],
    "question": "Which grip variant does the visible feature support?",
    "answer": "The front-view notch near the triangle maps to L under record 1. Record 2 requests R, so the photo supports a handed component discrepancy. The result concerns the original paper geometry and does not establish actual fit or sport performance.",
    "failureModes": [
      "Reading a grip from the wrong face",
      "Using a shared outline to infer handedness"
    ],
    "fields": [
      [
        "front_marker",
        "Fixes the view"
      ],
      [
        "notch_landmark",
        "Distinguishes variants"
      ],
      [
        "ordered_hand",
        "Provides the comparison target"
      ]
    ],
    "holdout": "Use a rotated front view with both landmarks visible and require the same hand classification.",
    "boundary": "No actual sporting equipment designs, fit advice, safety or performance claims."
  }
}