{
  "title": "Electrical contractor data for AI starts with a controlled training setup",
  "source_page": "https://fiund.com/industries/electrical-contractors",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Read a mock label using the issued front-view reference",
    "context": "Paper-only diagrams represent a benign component-position task. No energized equipment, wiring instruction or real panel is involved.",
    "records": [
      [
        "DIAGRAM-E1",
        "Original front-view drawing",
        "Issued revision R1 labels position 3 as Alder."
      ],
      [
        "DIAGRAM-E2",
        "Confirmed issued revision",
        "R2 applies to practice board B and labels front-view position 3 as Birch."
      ],
      [
        "VIEW-E3",
        "Practice image record",
        "Board B is photographed from the rear. The matching orientation note states that the apparent left-right order is reversed."
      ],
      [
        "REQUEST-E4",
        "Unissued change request",
        "A proposed R3 would rename position 3 Cedar. No issue event is supplied."
      ]
    ],
    "question": "Which label is documented for board B's front-view position 3, and how should the rear view and proposed change be handled?",
    "answer": "R2 documents Birch for B's front-view position 3. The rear-view image must be interpreted using its supplied orientation note, rather than counting apparent positions as a front view. E4 is an unissued request and does not replace R2. The answer concerns diagram-to-view association only and establishes no circuit function, identification of real equipment or permission to perform work.",
    "failureModes": [
      "Reading a rear view with an unmodified front-view orientation.",
      "Applying the latest proposed label without a corresponding issued revision."
    ],
    "fields": [
      [
        "Practice board and issued revision",
        "Identify the drawing that applies to B."
      ],
      [
        "Reference direction",
        "Preserve front-versus-rear orientation."
      ],
      [
        "Position and label",
        "Keep the label attached to its documented coordinate."
      ],
      [
        "Change status",
        "Separate an issued instruction from an unissued request."
      ]
    ],
    "holdout": "Issue R3 for another practice board only. The assistant must preserve R2 for B despite the newer revision number.",
    "boundary": "Use original paper diagrams or an approved inert trainer with a qualified reviewer. Exclude live work, customer panels, protected drawings, access codes and real site identifiers."
  }
}