{
  "title": "Health and welfare fund records for AI review",
  "source_page": "https://fiund.com/industries/health-welfare-fund-eligibility-records-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A contribution acknowledgment identifies a month without determining benefit eligibility",
    "context": "A fictional sponsor and two invented benefit programs have original practice records. No employee, dependent, payroll or health information appears.",
    "records": [
      [
        "HF1",
        "Contribution reports",
        "Sponsor S, program H: report J covers January; report F covers February. Each has its own period reference."
      ],
      [
        "HF2",
        "Review acknowledgment",
        "Acknowledgment AJ confirms receipt of S/H/J only. Plan-specific service confirmation requested but not included."
      ],
      [
        "HF3",
        "Similar program file",
        "Sponsor S, program H2: February acknowledgment complete. No evidence that H2 records apply to H."
      ]
    ],
    "question": "Which H contribution period has a receipt acknowledgment, and does the packet establish a participant's benefit eligibility?",
    "answer": "HF2 explicitly acknowledges January report J for program H. HF1's February H report lacks a corresponding acknowledgment, and HF3 belongs to separate program H2. The requested plan-specific service confirmation is absent, and there are no participant records in this fixture. Assemble those period and program findings for authorized review; receipt of a contribution report alone does not resolve the eligibility question posed by the packet.",
    "failureModes": [
      "Treating a sponsor-level contribution acknowledgment as a participant-level eligibility determination.",
      "Borrowing a similarly named program's acknowledgment to close a different program's missing record."
    ],
    "fields": [
      [
        "Sponsor, program and coverage month",
        "Defines the record's scope."
      ],
      [
        "Report and acknowledgment link",
        "Documents receipt of a particular submission."
      ],
      [
        "Requested plan evidence and review state",
        "Preserves the unresolved part of the file."
      ]
    ],
    "holdout": "Add February's H acknowledgment while leaving service confirmation absent. Require the receipt gap to close without converting it into an eligibility outcome.",
    "boundary": "Use independently authored fictional plan records. Exclude employee and dependent information; authorized plan staff retain eligibility interpretation and decisions."
  }
}