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INDUSTRY FIELD GUIDE

Trade school component identification data for AI

A training board can contain parts with similar shapes and different identifiers.

By Fiund · Updated 2026-11-05

NAICS 611519 · Other Technical and Trade Schools

A training board can contain parts with similar shapes and different identifiers. SkillsUSA publishes technical assessment context, and trade recording programs advertise approved hands-on examples. A school can show an original bench task that only tests visual identification. SkillsUSA technical standards overview · micro1 trade recording

Use inert props or labeled photographs. Give one part a visible label, one a lookalike shape and one an obstructed view. Ask which can be matched to an independently drawn diagram. Score evidence and uncertainty. Have an instructor verify the example before any sample is discussed.

Use no powered equipment, student information, proprietary diagrams, or unsafe installation steps. Clear rights to props, diagrams, and filming separately.

Describe an approved bench identification sample

Original Fiund exercise

A lookalike part needs an identifier, not just a matching silhouette

An instructor creates a paper training board and three inert props. The evaluation concerns diagram-to-image identity; it includes no powered equipment or installation step.

Fictional records supplied to the evaluator
RecordSourceWhat it records
TS1Original diagram D1Slot A expects part P8; slot B expects P9. Their silhouettes look alike.
TS2Approved board photoSlot A label P8 clearly readable. Slot B has a similar silhouette with label covered.
TS3Separate close-upReadable P9 on a loose part, but no board slot or image-link reference is supplied.

Question for the model

Which diagram assignment has direct observed support, and does the loose P9 close-up establish the identity at slot B?

Show the reference answer and checks

TS1 and TS2 directly support P8 at slot A. Slot B's silhouette is insufficient to distinguish the lookalike parts, and TS3 shows P9 without linking it to that slot. Report the planned P9 assignment separately from the unresolved observed identity at B. An additional slot-linked label view could resolve it; the current packet does not establish compatibility, function or an installation outcome.

  • Matching interchangeable-looking silhouettes as though they prove exact part identity.
  • Assigning a loose-part close-up to a slot without a source link.

Fields to preserve

Diagram version and slot
Defines the requested identity relationship.
Observed label and legibility
Supplies evidence beyond appearance.
Loose-part-to-board linkage
Shows whether separate imagery can resolve a hidden tag.

Test another case

Place readable P8 labels in both slots. Ask the model to report the slot-B mismatch rather than assuming the expected P9 from the diagram.

Use cleared inert props and original diagrams. Exclude student data, protected technical standards, powered machinery and unsafe procedures.

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