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INDUSTRY FIELD GUIDE

Cattle herd movement records for AI identity checks

An animal can have a short farm tag and a different official identifier.

By Fiund · Updated 2026-11-05

NAICS 112111 · Beef Cattle Ranching and Farming
NAICS 112130 · Dual-Purpose Cattle Ranching and Farming

An animal can have a short farm tag and a different official identifier. A model that matches only the short tag may attach the movement to another animal. USDA APHIS publishes cattle identification references and an animal disease traceability framework. Those sources provide context for a simulated identity check. The model would never create or authorize an official movement record. APHIS cattle identification · APHIS traceability framework

Build a fictional herd ledger with two animals that share a short tag across premises. Provide a cross-reference, a movement timestamp, and a confirmation where it applies. Add a draft entry that has never been authorized. Ask the model to match the confirmed movement, cite the linked identifiers, and say what is missing for the second animal. Use clearly invalid training identifiers.

Protect premises information, breeding data, health history, and actual transactions. Confirm authority with the owner and record custodian before using farm records. A synthetic ledger usually suffices for the first buyer review.

Describe a herd identity exercise

Original Fiund exercise

A short farm tag is not a globally unique animal identity

Invalid training identifiers and fictitious premises aliases illustrate identity matching. The packet cannot create an official traceability or movement record.

Fictional records supplied to the evaluator
RecordSourceWhat it records
HI1Identity cross-referencePremise A short tag 17 maps to invalid practice ID DEMO-A. Premise B short tag 17 maps to DEMO-B.
HI2Confirmed mock eventEvent M1 explicitly names DEMO-A and premise A, effective day 4, status confirmed in this fictional exercise.
HI3Draft eventDraft M2 says short tag 17, no premise or full practice ID, never authorized. No confirmed event for DEMO-B supplied.

Question for the model

Which animal identity has a confirmed linked event, and can the draft establish a movement for the other tag-17 animal?

Show the reference answer and checks

HI1 and HI2 link M1 to DEMO-A at premise A through the explicit cross-reference. DEMO-B shares only the local tag number. HI3 omits the premise and full ID and is an unauthorized draft, so it cannot establish a confirmed movement for DEMO-B or confidently identify its target. Report the identity and authorization gaps separately rather than merging animals through a reused short tag.

  • Treating a local tag as unique across premises.
  • Converting an ambiguous, unauthorized draft into a confirmed event.

Fields to preserve

Premise alias and local tag
Defines the local identifier scope.
Invalid training ID and cross-reference
Supports the exact identity link.
Event status and authorization source
Distinguishes the practice record states.

Test another case

Add premise B to M2 but keep it a draft. Require identity ambiguity to resolve while confirmation remains absent.

Use wholly artificial identities. Exclude real premises, breeding and health records; no official record is created or authorized by the exercise.

Download this fictional example and answer key (JSON)

Discuss a contribution

Describe the sources you control, the task they could support and what has already been checked. Use the existing-data assessment for an archive or the collection brief for a new recording project. The contributor agreement defines Fiund’s licensing authority and compensation. A guide or fictional exercise does not establish an accepted collection or a sale.

Primary sources and further reading