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INDUSTRY FIELD GUIDE

Agricultural chemical data for AI label identity review

EPA's pesticide-labeling questions explain distinctions among product and establishment information.

By Fiund · Updated 2026-11-05

NAICS 325320 · Pesticide and Other Agricultural Chemical Manufacturing

EPA's pesticide-labeling questions explain distinctions among product and establishment information. A manufacturer can create a static evidence task around selecting the label record that applies to the exact product and revision. EPA pesticide-labeling questions

Design fictional labels with clearly invented identifiers, an original revision register and a mock packing order. Give two products a shared establishment reference while retaining different product references. Ask the assistant which label belongs to the order. Include a proposed amendment that was never made effective and a carton view with one identifier obscured.

Annotate product reference, establishment reference, label version, effective status and visible region. Hold out a new layout for evaluation. Score treating the establishment as the product identifier, using the proposed version and inventing covered text independently. The reference key should compare the supplied records without issuing a regulatory determination or an application instruction.

Use neutral artwork and invented values. Actual registration material, customer formulations, licensed artwork and third-party reports require authority and specialist review. Explain the label-identity task and checked examples in the contributor brief. Confirm the buyer's permitted sources and acceptance method before preparing operating records or additional capture.

Discuss this original manufacturing sample with Fiund

Original Fiund exercise

Product identity and packing-site identity occupy different fields

Two fictitious cartons contain blank paper. Labels use deliberately invalid example identifiers and make no regulatory claim.

Fictional records supplied to the evaluator
RecordSourceWhat it records
1Mock packing orderProduct QA; site mark EAST; art rev D.
2Proof D1Product QA, site WEST, rev D.
3Proof D2Product QB, site EAST, rev D.

Question for the model

Which proof matches the packing order?

Show the reference answer and checks

Neither proof satisfies the combination in record 1. D1 in record 2 has the correct product and art revision but a different site mark. D2 in record 3 matches the site and revision but names another product. Keep the two mismatches separate.

  • Using a site match as proof of product identity
  • Treating the shared art revision as approval

Fields to preserve

product_key
Identifies the carton variant
site_mark
Identifies the fictional packing location field
proof_revision
Compares the named art version

Test another case

Give a late packing-site change with an effective order interval and require checking the order timestamp.

No real pesticide labels, application instructions, registration numbers or regulatory determinations.

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