{
  "title": "Dental equipment and supply data for AI model-kit review",
  "source_page": "https://fiund.com/industries/dental-supply-training-model-kit-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A training kit's parts differ from the manifest",
    "context": "An original nonclinical paper model has two pretend insert options. There are no dental records, patients or treatment instructions.",
    "records": [
      [
        "1",
        "Kit list",
        "Training kit K2 contains model M1 and practice insert P3."
      ],
      [
        "2",
        "Packing scan",
        "M1 and P4 recorded."
      ],
      [
        "3",
        "Demo photo",
        "M1 visible; insert packet sealed and stamped P4."
      ]
    ],
    "question": "What is the bounded mismatch?",
    "answer": "M1 agrees across records 1–3. The packed insert identifier P4 disagrees with P3 in the kit list, and the photo corroborates the sealed packet's mark. The actual contents remain unverified. Report the training-kit inventory issue without inferring any clinical consequence.",
    "failureModes": [
      "Treating correct model identity as full kit verification",
      "Calling sealed contents directly inspected"
    ],
    "fields": [
      [
        "training_kit_id",
        "Pins the intended set"
      ],
      [
        "insert_label",
        "Distinguishes practice variants"
      ],
      [
        "contents_visibility",
        "Separates package marking from inspection"
      ]
    ],
    "holdout": "Add a correction sticker with a different revision and require keeping original and current label evidence.",
    "boundary": "Only fictional training props; no clinical data, treatment, real devices or product safety claims."
  }
}