INDUSTRY FIELD GUIDE
Saw blade and handtool data for AI feature indexing
Saw blades and handtools form a defined Census category.
NAICS 332216 · Saw Blade and Handtool Manufacturing
Saw blades and handtools form a defined Census category. An original static task can compare a marked feature and product identity with the supplied drawing, without an operating recommendation. Census saw-blade and handtool scope
Create fictional tool profiles, a feature-index drawing and inspection photographs of paper props. Give two variants similar outlines but different hole or handle-reference positions. Ask which feature in the image corresponds to the requested drawing callout. Include a rotated view, a hidden identifier and a superseded drawing whose callout numbers changed.
Annotate variant, callout, reference side, visible feature, drawing revision and view. Hold out a new outline for evaluation. Score callout numbers transferred across revisions, orientation errors and an obscured identifier guessed independently. A complete example should support the association through a visible marker and effective drawing.
Use original shapes and inert props. Customer designs, licensed tooling geometry, branded artwork and inspection records require appropriate permission. A licensing brief should identify the feature-index task and checked examples. Confirm the buyer's required views and source relationships before preparing commercial files or commissioning additional capture.
Discuss this original manufacturing sample with Fiund
Original Fiund exercise
Separate a printed symbol from the edge feature
An inert paper tool silhouette includes a pattern of notches and a deliberately similar graphic.
| Record | Source | What it records |
|---|---|---|
| 1 | Feature key | F1 is the second edge notch from triangle; decorative chevron D is inside body. |
| 2 | Image | Both notch and chevron visible; edge is unobstructed. |
| 3 | Draft | Counts D as another edge notch. |
Question for the model
Which features should be counted in the notch sequence?
Show the reference answer and checks
Count only features on the edge, using the triangle as the start point in record 1. The interior chevron D in record 2 is decorative, so remove it from the sequence in record 3. Record it separately if graphic annotations are useful.
- Counting similar glyphs without location
- Losing feature order by starting from the wrong end
Fields to preserve
- feature_region
- Distinguishes edge and interior
- reference_landmark
- Sets sequence origin
- feature_index
- Records the count in reference order
Test another case
Crop the triangle out of frame but keep the notches visible; permit a count, not a reliable sequence index.
Use paper silhouettes only; omit actual tool design, operation advice and performance claims.
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.