INDUSTRY FIELD GUIDE
Converted paper product data for AI cut and orientation evidence
The broad converted-paper category benefits from a narrowly defined task.
NAICS 322299 · All Other Converted Paper Product Manufacturing
The broad converted-paper category benefits from a narrowly defined task. TAPPI's test-method guidance provides paper-measurement context. An original filter-disc cutting exercise can test component identity, orientation and document continuity without making a filtration-performance claim. TAPPI method context
Draw a fictional sheet with an orientation arrow and three numbered disc locations. Supply an executed cutting log and photograph paper-disc props. Mark one disc's face on its reverse side only. Ask the assistant to reconstruct each supported source relationship and identify the missing view. Include a proposed alternative nesting plan that was never executed.
Annotate sheet, cut location, disc identifier, face and operation status. Reserve a new nesting layout for evaluation. Score use of the proposed plan, unsupported face claims and wrong-parent associations separately. The key should show which evidence resolves a relationship and leave a missing transfer record unresolved.
Use ordinary paper, self-authored drawings and invented material codes. Actual technical-paper specifications, customer designs and laboratory data need source-specific permission. A contributor proposal should identify this exact cutting-and-evidence task, the independent key and the intended AI use. Buyer acceptance should determine whether further collection needs documents, images or linked capture.
Discuss this original manufacturing sample with Fiund
Original Fiund exercise
Rotated discs and a preserved sheet direction
An original sketch shows three punched paper discs; directional marks are visible on two. No filter performance is tested.
| Record | Source | What it records |
|---|---|---|
| D1 | Parent sheet | Long-axis arrow points toward sheet top. |
| D2 | Cut map | Disc A retains a printed arrow segment aligned to the sheet arrow. |
| D3 | Tray image | A has its arrow pointing right; B is blank, with no indexed orientation. |
| D4 | Request | Record image orientation separately from parent-sheet direction. |
Question for the model
What orientation can the annotator recover for A and B?
Show the reference answer and checks
For A, the rightward image arrow in D3 represents the original sheet direction because D2 connects it to D1. B has no usable direction marker in the tray, so it remains unresolved. A rightward tray orientation is not a change in the original material direction.
- Assigning the same arrow to adjacent discs
- Using tray position to infer direction for a rotationally symmetric item
Fields to preserve
- parent_direction
- Identifies the original sheet axis
- tray_rotation
- Captures how the disc sits in the current view
- orientation_evidence
- Identifies the retained mark or its absence
Test another case
Show a mirrored tray image with a separate mirror marker; require correction before assigning an image-side angle.
No actual filters, treatment parameters, customer products or effectiveness 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.