{
  "title": "Distillery data for AI proof and volume ledger review",
  "source_page": "https://fiund.com/industries/distillery-proof-volume-ledger-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "Liquid gallons and a derived proof-volume figure cannot be added directly",
    "context": "An original arithmetic fixture uses fictional ledger entries and an explicitly stated practice equation. It is not a tax form, production recipe, compliance calculation or actual transaction.",
    "records": [
      [
        "DPV1",
        "Practice conversion",
        "For this exercise only, derived proof-volume units=liquid gallons times stated proof divided by 100. Use exact linked proof values."
      ],
      [
        "DPV2",
        "Matched entry A",
        "Receipt A records 10 fictional liquid gallons and proof 80. Same item and event links both fields."
      ],
      [
        "DPV3",
        "Incomplete entry B",
        "Transfer B records 5 liquid gallons, proof field absent. A separate inventory row also reports liquid gallons only, not derived proof volume."
      ]
    ],
    "question": "What converted subtotal follows for A, and can B or the liquid-only inventory row be added to it?",
    "answer": "DPV1 and DPV2 yield eight practice proof-volume units for A: ten times 80 divided by 100. DPV3 lacks B's proof and provides inventory on the liquid basis only. Neither can be added as if already converted, and A's proof cannot be copied to B. Report the supported converted subtotal alongside unresolved liquid quantities without making an actual tax, production or reporting determination.",
    "failureModes": [
      "Summing liquid and converted quantities as if they share a unit.",
      "Borrowing proof from another event to force an incomplete transfer into the total."
    ],
    "fields": [
      [
        "Event and liquid volume",
        "Defines input scope."
      ],
      [
        "Matched proof and explicit equation",
        "Supports conversion."
      ],
      [
        "Derived units and missing input",
        "Limits aggregation."
      ]
    ],
    "holdout": "Split a synthetic receipt across two containers with distinct proofs. Require conversion per exact container before adding converted subtotals.",
    "boundary": "Use original fictitious ledgers and no live product. Exclude tax filings, actual blends and customer information."
  }
}