{
  "title": "Dental laboratory data for AI design and model versions",
  "source_page": "https://fiund.com/industries/dental-lab-design-model-version-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A produced model points to the superseded design",
    "context": "A self-authored typodont-style paper exercise uses fictional job IDs and no patient measurements.",
    "records": [
      [
        "1",
        "Revision register",
        "Training job J4 design D1 superseded by D2 before production."
      ],
      [
        "2",
        "Production record",
        "Mock build for J4 references D1."
      ],
      [
        "3",
        "Photo",
        "Shows a model marked J4; no design revision visible."
      ]
    ],
    "question": "What should be recorded about revision conformance?",
    "answer": "Record a documented mismatch: D2 was effective for J4 under record 1, while the build references D1 in record 2. The photo in record 3 confirms only the mock job marker, not the design geometry or revision. Keep those evidence layers separate.",
    "failureModes": [
      "Using the shared job ID as design revision proof",
      "Inferring an actual dental outcome from a paperwork conflict"
    ],
    "fields": [
      [
        "training_job_id",
        "Links revisions to the fictional item"
      ],
      [
        "effective_design_revision",
        "Selects intended version"
      ],
      [
        "build_reference",
        "Identifies what production recorded"
      ]
    ],
    "holdout": "Provide a later correction to the production record without changing the physical item; keep document and model verification separate.",
    "boundary": "No patient scans, prescriptions, dental manufacturing instructions or clinical conclusions."
  }
}