{
  "title": "Notary certificate and journal matching data for AI",
  "source_page": "https://fiund.com/industries/notary-certificate-document-match-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A blank journal field cannot link a certificate to the expected document",
    "context": "Original dummy layouts have invalid reference IDs and no signatures or seals. The task matches records without assessing the validity of an actual notarization.",
    "records": [
      [
        "NTY1",
        "Practice documents",
        "Document AB12 and document AB21 are distinct original cover sheets."
      ],
      [
        "NTY2",
        "Mock certificate",
        "Certificate C1 explicitly references AB12. No certificate names AB21."
      ],
      [
        "NTY3",
        "Dummy journal row",
        "Row J1 has document field blank; folder label says AB21, but no supporting reference or correction links it."
      ]
    ],
    "question": "Which certificate-to-document relation is supported, and does J1 establish a journal link or certificate for AB21?",
    "answer": "NTY2 explicitly links C1 to AB12 in NTY1. AB21 has no named certificate in the packet. NTY3's blank document field cannot be filled from its folder label without supporting evidence, so the journal relationship remains unresolved. Preserve exact IDs and the missing field rather than swapping similar numbers or treating document matching as a conclusion about a real notarization's validity.",
    "failureModes": [
      "Transposing AB12 and AB21 when linking records.",
      "Filling a blank journal document field from an expected folder name without source authority."
    ],
    "fields": [
      [
        "Exact document and certificate ID",
        "Defines the explicit relation."
      ],
      [
        "Journal reference field",
        "Shows whether a source link exists."
      ],
      [
        "Folder metadata versus record body",
        "Preserves a weak contextual cue without elevating it to proof."
      ]
    ],
    "holdout": "Add a verified J1 reference to AB12 despite the AB21 folder. Require the model to follow the record and flag misfiling rather than silently alter identity.",
    "boundary": "Use invented layouts only. Exclude real appointments, signatures, seals, IDs, thumbprints and actual journals."
  }
}