{
  "title": "Nonmedical aging and disability service directory data for AI",
  "source_page": "https://fiund.com/industries/elder-disability-nonmedical-referral-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A listed access feature does not confirm a service slot",
    "context": "An independently written nonmedical directory has invented adult preferences and provider entries. It contains no disability, health, address or actual service-request information.",
    "records": [
      [
        "EN1",
        "Practice request",
        "Fictional adult asks about an afternoon activity and a step-free entrance. No personal identity or eligibility information."
      ],
      [
        "EN2",
        "Current Provider A entry",
        "Lists afternoon activity and step-free entrance for the exercise period. No day-specific spaces or direct confirmation supplied."
      ],
      [
        "EN3",
        "Provider B archive",
        "Old entry lists morning activity and step-free entrance, expired before the requested date. Current B schedule absent."
      ]
    ],
    "question": "Which current entry matches the stated directory features, and what still needs confirmation before describing a service as available?",
    "answer": "EN2's current A entry matches both the afternoon activity and listed step-free feature in EN1. EN3 is expired and cannot establish B's current schedule. A's listing supplies no day-specific space or direct provider confirmation, so actual availability remains unresolved. Report the source-matched features and separate confirmation need without making eligibility, suitability, accessibility-compliance or placement decisions for a real person.",
    "failureModes": [
      "Using an archived schedule as current availability.",
      "Turning listed features into a confirmed service slot or person-specific suitability judgment."
    ],
    "fields": [
      [
        "Provider and service feature",
        "Defines the directory match."
      ],
      [
        "Entry effective interval",
        "Selects current evidence."
      ],
      [
        "Requested time and availability confirmation",
        "Separates listing from access."
      ]
    ],
    "holdout": "Add an A note saying afternoon spaces are full on the requested day. Require the feature match to remain while the availability summary changes.",
    "boundary": "Use original fictional entries and preferences. Exclude actual requests and participant data; partner information needs reuse authority and staff retain service decisions."
  }
}