{
  "title": "Winery bottling records for AI reconciliation",
  "source_page": "https://fiund.com/industries/winery-bottling-reconciliation-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A shared label cannot close a run-specific volume balance",
    "context": "An original mock bottling ledger uses arbitrary volume units and inert bottle props. No beverage, production instruction, private volume, contract grower or tax record is represented.",
    "records": [
      [
        "WBR1",
        "Run A transfer",
        "Run A/day 1 receives 24 practice volume units. Original output card records ten bottle props at two volume units each; same basis."
      ],
      [
        "WBR2",
        "Run A other entries",
        "Documented sample removal 2 U and retained stock 1 U. Loose adjustment '1' has no unit, meaning or posting approval."
      ],
      [
        "WBR3",
        "Other run",
        "Run B/day 2 shares label name but belongs to a different transfer. Its complete ledger cannot be used as A's adjustment."
      ]
    ],
    "question": "How much of A's transfer is accounted for, and does the loose adjustment or same label close the balance?",
    "answer": "WBR1 supports 20 U bottled in A, and WBR2 adds two sampled and one retained, accounting for 23 of the 24 transferred. One unit remains unexplained; the loose one lacks scope, unit and approval, so it cannot close the balance. WBR3 is a different run despite shared artwork. Preserve each dated source and the unexplained difference without inventing a loss or reporting a real operational or tax result.",
    "failureModes": [
      "Using an unlabeled adjustment because its numeral equals the remaining difference.",
      "Combining transfers or outputs across runs that share label artwork."
    ],
    "fields": [
      [
        "Run, date and transfer source",
        "Defines the balance."
      ],
      [
        "Bottle count, conversion and other documented uses",
        "Supports arithmetic."
      ],
      [
        "Adjustment type and unresolved residual",
        "Limits closure."
      ]
    ],
    "holdout": "Add a reviewed one-unit stock adjustment with an exact A reference. Require the balance to close only after that event and retain its documented type.",
    "boundary": "Use original invented records and empty props. Exclude actual blends, tax records and private volumes."
  }
}