{
  "title": "Manufactured home dealer certification label and unit records for AI",
  "source_page": "https://fiund.com/industries/manufactured-home-dealer-label-scope-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A delivery checklist for a neighboring unit does not complete another unit's data-card chain",
    "context": "Two abstract model homes use deliberately invalid original identifiers. This records fixture contains no address, title, actual data-plate image, buyer or building judgment.",
    "records": [
      [
        "MHD1",
        "Listing and dummy data card",
        "Unit DEMO-U1 listing names model M. Original nonofficial data card explicitly names U1 and abstract field C."
      ],
      [
        "MHD2",
        "Delivery checklist",
        "Completed mock delivery checklist names DEMO-U2/model M, a distinct unit. No U1 delivery evidence."
      ],
      [
        "MHD3",
        "Folder note",
        "U1 and U2 share model M. Draft combines U1's data card with U2's delivery and calls U1 completed; no reviewed unit equivalence."
      ]
    ],
    "question": "Which records attach to each unit, and can the folder establish U1 delivery or U2's data-card field?",
    "answer": "MHD1 matches U1's listing and its own dummy data-card field C. MHD2 establishes only U2's documented delivery in this fixture. MHD3's shared model name does not identify the same physical unit, so U1 delivery and U2's data-card field remain unsupported. Keep listing, unit-specific card and completed delivery separate instead of creating a combined file from neighboring IDs. The exercise makes no construction, title or certification decision.",
    "failureModes": [
      "Joining records by common model rather than unique unit identity.",
      "Using an unrelated completed checklist to establish delivery or a certification state."
    ],
    "fields": [
      [
        "Invalid unit and model alias",
        "Disambiguates units."
      ],
      [
        "Document type and exact target",
        "Supports association."
      ],
      [
        "Delivery status and data-card gap",
        "Preserves missing evidence."
      ]
    ],
    "holdout": "Add U1's delivery card with a mismatched model field. Require the unit match and model conflict to be reported separately.",
    "boundary": "Use original dummy forms and abstract models. Exclude actual plate photos, buyers, title files and manufacturer records."
  }
}