{
  "title": "Other poultry cohort and inventory records for AI",
  "source_page": "https://fiund.com/industries/other-poultry-cohort-inventory-data",
  "authorship": "Original fictional Fiund editorial exercise. No actual operating records or third-party source assets are included.",
  "example": {
    "title": "A corrected count is not itself a recorded transfer",
    "context": "Two imaginary poultry cohorts have artificial counts and original event cards. No animal handling, health information, facility detail or live footage is involved.",
    "records": [
      [
        "PC1",
        "Cohort A count",
        "Day 1 inventory 20. Reviewed correction replaces it with 18 and says earlier count error; no movement event associated."
      ],
      [
        "PC2",
        "Cohort A2 transfer",
        "Distinct cohort A2 begins at 30; verified fictional transfer of 4 to destination D on day 2, leaving 26 at source."
      ],
      [
        "PC3",
        "Unverified note",
        "Says 'A moved 2' without date, source document or reviewer confirmation. No destination receipt supplied."
      ]
    ],
    "question": "Which inventory changes are supported, and which records actually document a transfer rather than a count correction?",
    "answer": "PC1 supports replacing A's erroneous day-1 count with 18, but explicitly supplies no movement. PC2 documents a four-unit transfer for separate cohort A2 and its resulting source count of 26. PC3 is an unverified, undated note and cannot explain PC1's correction as a confirmed two-unit transfer. Keep corrected counts, documented movements and unresolved notes distinct rather than assuming every numerical change represents an observed movement.",
    "failureModes": [
      "Turning a count correction into a transfer event.",
      "Merging similarly named cohorts or using an unverified note to create a destination history."
    ],
    "fields": [
      [
        "Cohort and reference date",
        "Defines the count."
      ],
      [
        "Correction reason versus movement type",
        "Distinguishes different causes of record change."
      ],
      [
        "Verification and source/destination reference",
        "Supports or limits a transfer claim."
      ]
    ],
    "holdout": "Add a signed mock correction confirming PC3's date but not its cohort identity. Require the identity conflict to remain open.",
    "boundary": "Use independent fictional values and reviewer keys. Exclude actual health, supplier, worker and facility information; no animal decision is made."
  }
}