{
  "title": "Real estate lender payoff records for AI evaluation",
  "source_page": "https://fiund.com/industries/real-estate-lender-payoff-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A balance statement is not a payoff quote and an expired quote remains expired",
    "context": "An invented loan fixture contains arbitrary practice amounts without a property, borrower, usable account reference or payment instruction.",
    "records": [
      [
        "PQ1",
        "Period statement",
        "Loan L-A, day 1 principal balance 500 practice units. Record class balance statement."
      ],
      [
        "PQ2",
        "Quote Q-A",
        "L-A payoff quote 512 units, expressly good through day 10. No extension or later L-A quote supplied."
      ],
      [
        "PQ3",
        "Review date and other quote",
        "Requested date day 12. Quote Q-A2 for distinct loan L-A2 is 515 units, good through day 15."
      ]
    ],
    "question": "Which amounts are documented for L-A, and does the packet provide a current day-12 payoff quote for that loan?",
    "answer": "PQ1 documents L-A's day-1 principal balance of 500 practice units. PQ2 documents a separate 512-unit payoff quote valid through day 10, so it is expired for PQ3's day-12 review. Q-A2 belongs to another loan and cannot extend L-A's quote. The supplied packet therefore lacks a current L-A payoff quote; request fresh authorized evidence rather than treating the principal balance or similar-loan figure as a replacement.",
    "failureModes": [
      "Substituting principal balance for a date-specific payoff amount.",
      "Extending an expired quote by using another loan's later good-through date."
    ],
    "fields": [
      [
        "Loan alias and record class",
        "Distinguishes balance from quote."
      ],
      [
        "Quote amount and good-through date",
        "Defines the stated validity window."
      ],
      [
        "Exercise date and renewal evidence",
        "Supports the current-status finding."
      ]
    ],
    "holdout": "Move the requested date to day 9. Require Q-A to be identified as within its stated window without generating payment instructions.",
    "boundary": "Use original fictional statements. Exclude settlements, private pricing, actual account data and all money-movement instructions."
  }
}