{
  "title": "Sports instruction practice feedback data for AI",
  "source_page": "https://fiund.com/industries/sports-instruction-practice-feedback-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A coaching cue must match both the repetition and visible action",
    "context": "Synthetic timing cards describe a safe stationary adult demonstration. The narrow rubric records whether a colored practice marker is visible, not athletic ability, health or fitness.",
    "records": [
      [
        "SI1",
        "Take 1 record",
        "At 00:04 the adult holds a blue marker at chest level; reviewer confirms visibility."
      ],
      [
        "SI2",
        "Take 2 record",
        "At 00:04 a hand is behind an opaque card; marker color is unobservable."
      ],
      [
        "SI3",
        "Instructor note",
        "Explicitly references Take 1 / 00:04 / blue marker. A copied label attaches the note to Take 2 without an amendment."
      ]
    ],
    "question": "Which take supports the blue-marker cue, and what can be said about the hidden hand in Take 2?",
    "answer": "SI1 and SI3 support the blue-marker observation in Take 1 at 00:04. SI2 leaves the relevant hand and marker hidden in Take 2. The copied note does not establish that the hidden marker is blue or that the same action occurred. Preserve the verified first-take observation and the second-take visibility gap, without converting either into an assessment or coaching prescription for a real person.",
    "failureModes": [
      "Transferring a cue between repetitions because the timestamp matches.",
      "Labeling a hidden action correct or incorrect without an observable basis."
    ],
    "fields": [
      [
        "Take and timestamp",
        "Identifies the specific repetition."
      ],
      [
        "Visible region and occlusion",
        "Defines what the narrow rubric can score."
      ],
      [
        "Note's original reference",
        "Keeps copied feedback tied to its actual source."
      ]
    ],
    "holdout": "Reveal a red marker in Take 2 using a linked second angle. Require the model to update the color finding without retroactively changing Take 1's blue observation.",
    "boundary": "Use synthetic cards or separately consented adult demonstrations. Exclude children, team practices, medical or fitness information, league footage and bystanders."
  }
}