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INDUSTRY FIELD GUIDE

Cutting tool data for AI holder and insert matching

Cutting tools and machine-tool accessories have a defined Census scope.

By Fiund · Updated 2026-11-05

NAICS 333515 · Cutting Tool and Machine Tool Accessory Manufacturing

Cutting tools and machine-tool accessories have a defined Census scope. A useful original task can concern component identity and drawing evidence, with no operating recommendation required. Census cutting-tool scope

Create fictional holder and insert cards, an assembly drawing and neutral paper props. Give two inserts similar silhouettes but different orientation markers and identifiers. Ask the assistant which documented combination matches the order. Include an accessory bag with a readable family name but an obscured variant code, leaving that component unresolved.

Annotate holder, insert, orientation, variant, order revision and visible region. Hold out a new component outline and card layout for evaluation. Score matching by silhouette alone, guessing covered text and an undocumented combination treated as supported independently. The key should cite the specific record or view for each accepted match.

Use self-authored designs and invented identifiers. Customer drawings, licensed tool geometry, supplier data and proprietary manufacturing records need permission. A licensing brief should state the identity-and-view task and checked examples. Confirm the buyer's required component relationships before preparing commercial records or commissioning further authorized capture.

Discuss this original manufacturing sample with Fiund

Original Fiund exercise

The two part IDs are valid separately but not listed together

Original paper holder and insert shapes use a toy combination table.

Fictional records supplied to the evaluator
RecordSourceWhat it records
1Toy drawingHolder H1 accepts insert I2 in this exercise; H2 accepts I3.
2Bench ticketH1 and I3 selected.
3ImageH1 marker visible; I3 stamped on the paper insert.

Question for the model

What should the reviewer report?

Show the reference answer and checks

Both parts are individually identified under records 2 and 3, but the pair H1/I3 is absent from record 1's combination table. Flag the pair mismatch; don't replace either observed identifier. The toy record does not establish actual physical or machining compatibility.

  • Checking each part exists but ignoring permitted pairs
  • Inferring a valid pairing from a similar silhouette

Fields to preserve

holder_id
Identifies one side of the relationship
insert_id
Identifies the other side
combination_scope
Requires the specified pair in the reference

Test another case

Add a table revision that covers H1/I3 for one model only; compare against the correct model.

No actual inserts, tooling specifications, cutting methods or machine operation.

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