{
  "title": "Sporting goods retailer activity labels and variant data for AI",
  "source_page": "https://fiund.com/industries/sporting-goods-activity-label-match-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A documented activity label is not a guessed certification from shape",
    "context": "Two original inert display shapes use generic sporting-product cards. No protective equipment use, user, serial, fit profile or real safety recommendation is included.",
    "records": [
      [
        "SGA1",
        "Product A card",
        "Dummy model A, readable activity field PRACTICE-X. Original matched label and image reference; no certification field supplied."
      ],
      [
        "SGA2",
        "Product B view",
        "Similar shape and name, readable model B but activity line partly obscured. No source card identifying the missing text."
      ],
      [
        "SGA3",
        "Summary draft",
        "Draft calls both products certified for PRACTICE-X based on shape. No supporting certification document in the fixture."
      ]
    ],
    "question": "Which activity claim is supported as label text, and what can be concluded about B or certification?",
    "answer": "SGA1 supports reading PRACTICE-X as A's documented activity field. SGA2 identifies B but does not expose its full activity text, so request a clearer B view or matching source. SGA3's certification claim has no evidence for either product. Preserve readable label text and missing certification as separate states rather than infer intended use or safety approval from similar shapes or model names.",
    "failureModes": [
      "Guessing an obscured activity label from a lookalike product.",
      "Treating activity text, shape or marketing name as certification or safety advice."
    ],
    "fields": [
      [
        "Product and matched image ID",
        "Defines attribution."
      ],
      [
        "Activity text and visibility",
        "Limits extraction."
      ],
      [
        "Separate certification evidence",
        "Prevents unsupported claims."
      ]
    ],
    "holdout": "Add a readable B activity label for PRACTICE-Y. Require the two activities to remain distinct despite the unchanged shapes.",
    "boundary": "Use original inert props and cards. Exclude actual users and manuals; qualified staff retain product-safety judgments."
  }
}