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INDUSTRY FIELD GUIDE

Carbon and graphite product data for AI grade and dimension records

Carbon and graphite products include articles with distinct identity and geometry.

By Fiund · Updated 2026-11-05

NAICS 335991 · Carbon and Graphite Product Manufacturing

Carbon and graphite products include articles with distinct identity and geometry. The Census manual provides manufacturing scope. An original electrical-brush exercise can connect the declared grade to a component's drawing and sample evidence. Census carbon-product scope

Create fictional brush-shaped props, grade cards and an inspection sheet. Give two parts the same outer dimensions but different grade references and lead-position markers. Ask the assistant which record matches the order. Include a general material card beside a specimen report and an image that hides one marker. The key should preserve the source scope and missing view.

Annotate part, grade reference, marker position, specimen, drawing revision and evidence view. Evaluate with a new outline and naming scheme. Score dimensions used as complete identity, general material information treated as specimen evidence and hidden features guessed independently. The exercise should not infer electrical or wear performance from appearance.

Use original designs and invented readings. Customer applications, proprietary material recipes, licensed specifications and laboratory reports require authority and qualified review. Describe the identity-and-geometry task and checked key in the licensing proposal. Establish buyer requirements before further preparation or capture.

Discuss this original manufacturing sample with Fiund

Original Fiund exercise

Geometry match leaves grade identity open

The contributor uses paper brush silhouettes and fictional grade labels. The dimensions are arbitrary.

Fictional records supplied to the evaluator
RecordSourceWhat it records
1Order cardPart C7, grade G2, width 6 mm.
2InspectionSample C7 width 6 mm; grade stamp unreadable.
3Catalog noteG1 and G2 share the same geometry.

Question for the model

Can the observed sample be identified as grade G2?

Show the reference answer and checks

No. Record 2 supports the part marking and width in record 1, but the grade stamp is unreadable. Record 3 rules out identifying G2 from geometry alone. Store a documented width match and unresolved grade rather than marking the entire sample a match.

  • Inferring material grade from shape
  • Treating an unreadable stamp as a negative G2 observation

Fields to preserve

grade_mark_visibility
Gates positive grade identity
measured_width
Records dimensional evidence
geometry_family
Shows when distinct grades look alike

Test another case

Include a readable G1 stamp and require distinguishing a definite grade mismatch from missing evidence.

No real brush materials, machine selection advice, electrical specifications or tolerances.

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