{
  "title": "Residential lighting data for AI fixture configuration",
  "source_page": "https://fiund.com/industries/residential-lighting-fixture-configuration-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A completed build has the correct emitter but a different driver",
    "context": "Fictional lamp cards describe two paper components, with no electrical or installation detail.",
    "records": [
      [
        "1",
        "Configuration table",
        "Fixture H5 kit Q uses emitter E2 and driver D4."
      ],
      [
        "2",
        "Build manifest",
        "H5/Q serial S1 contains E2 and D5."
      ],
      [
        "3",
        "Source note",
        "D5 appears in another kit but no substitution record covers Q."
      ]
    ],
    "question": "Which component matches and which needs review?",
    "answer": "E2 agrees with the specified kit in records 1 and 2. D5 is documented in the build where D4 is expected, and record 3 provides no applicable substitution. The mismatch belongs to the driver slot; the exercise does not establish physical compatibility.",
    "failureModes": [
      "Checking the emitter and accepting the whole kit",
      "Borrowing a substitution from another kit"
    ],
    "fields": [
      [
        "kit_variant",
        "Selects expected configuration"
      ],
      [
        "emitter_id",
        "Checks the first component"
      ],
      [
        "driver_id",
        "Checks the second component separately"
      ]
    ],
    "holdout": "Add a substitution approved only after a given serial threshold and verify S1's actual place in the sequence.",
    "boundary": "No electrical specifications, fixture installation, suitability or code guidance."
  }
}