{
  "title": "Payroll provider time correction and processing evidence for AI",
  "source_page": "https://fiund.com/industries/payroll-correction-ledger-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A correction reference reused in another period does not establish processing of this one",
    "context": "Two fictional payroll periods have original administrative correction records. No employee, wage, employer, bank or actual pay-obligation data is included.",
    "records": [
      [
        "PY1",
        "Practice period P1",
        "Correction reference J1 sent after its cutoff; receipt confirms arrival only. Acceptance pending."
      ],
      [
        "PY2",
        "Practice period P2",
        "Separate J1 accepted and processing event PR2 explicitly names P2/J1."
      ],
      [
        "PY3",
        "Payment evidence inventory",
        "No payment confirmation for either period. A generic dashboard says corrections processed without a P1 reference."
      ]
    ],
    "question": "Which correction has acceptance and processing evidence, and does the reused J1 or dashboard establish P1 processing or payment?",
    "answer": "PY2 explicitly supports acceptance and processing for P2/J1. PY1's P1/J1 has receipt only and remains pending acceptance despite sharing the short reference. PY3's generic dashboard cannot supply a P1 link, and no payment confirmation exists for either period. Report received, accepted, processed and paid as separate evidence states without inferring a payroll obligation or actual transfer.",
    "failureModes": [
      "Joining corrections on J1 alone while dropping pay-period identity.",
      "Treating receipt or processing as evidence that a payment was made."
    ],
    "fields": [
      [
        "Period-plus-correction key",
        "Disambiguates reused references."
      ],
      [
        "Cutoff and arrival event",
        "Preserves timing context without assuming acceptance."
      ],
      [
        "Acceptance, processing and payment sources",
        "Keeps different stages independently supported."
      ]
    ],
    "holdout": "Accept P1/J1 but provide no processing event. Require the model to update that stage only rather than copying P2's PR2.",
    "boundary": "Use original forms and fictional references. Exclude identities, wages, employers and bank records; no payroll action is performed."
  }
}