{
  "title": "Trade school component identification data for AI",
  "source_page": "https://fiund.com/industries/trade-school-component-identification-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A lookalike part needs an identifier, not just a matching silhouette",
    "context": "An instructor creates a paper training board and three inert props. The evaluation concerns diagram-to-image identity; it includes no powered equipment or installation step.",
    "records": [
      [
        "TS1",
        "Original diagram D1",
        "Slot A expects part P8; slot B expects P9. Their silhouettes look alike."
      ],
      [
        "TS2",
        "Approved board photo",
        "Slot A label P8 clearly readable. Slot B has a similar silhouette with label covered."
      ],
      [
        "TS3",
        "Separate close-up",
        "Readable P9 on a loose part, but no board slot or image-link reference is supplied."
      ]
    ],
    "question": "Which diagram assignment has direct observed support, and does the loose P9 close-up establish the identity at slot B?",
    "answer": "TS1 and TS2 directly support P8 at slot A. Slot B's silhouette is insufficient to distinguish the lookalike parts, and TS3 shows P9 without linking it to that slot. Report the planned P9 assignment separately from the unresolved observed identity at B. An additional slot-linked label view could resolve it; the current packet does not establish compatibility, function or an installation outcome.",
    "failureModes": [
      "Matching interchangeable-looking silhouettes as though they prove exact part identity.",
      "Assigning a loose-part close-up to a slot without a source link."
    ],
    "fields": [
      [
        "Diagram version and slot",
        "Defines the requested identity relationship."
      ],
      [
        "Observed label and legibility",
        "Supplies evidence beyond appearance."
      ],
      [
        "Loose-part-to-board linkage",
        "Shows whether separate imagery can resolve a hidden tag."
      ]
    ],
    "holdout": "Place readable P8 labels in both slots. Ask the model to report the slot-B mismatch rather than assuming the expected P9 from the diagram.",
    "boundary": "Use cleared inert props and original diagrams. Exclude student data, protected technical standards, powered machinery and unsafe procedures."
  }
}