INDUSTRY FIELD GUIDE
Plastic plumbing fixture data for AI kit and component review
Plastic plumbing fixtures form a specific Census category.
NAICS 326191 · Plastics Plumbing Fixture Manufacturing
Plastic plumbing fixtures form a specific Census category. An original dataset can focus on the complete component set required by a fictional assembly instruction rather than an unsupported performance judgment. Census plastic fixture scope
Design a simple fixture-shaped paper prop, a parts list and a mock packing record. Give two variants similar shells but different mounting-component references. Ask the assistant which kit matches the executed order. Include a kit with the correct total component count but the wrong spacer, plus a bag whose label is hidden. The reviewer key should identify the mismatch and preserve the unidentified bag as unresolved.
Annotate fixture variant, component, quantity, order revision and evidence view. Evaluation can change the shell outline and parts-list layout. Score counting without checking component identity, wrong-variant matching and invented hidden labels independently. The key should compare the supplied records without asserting installation approval, sealing performance or compatibility with an actual system.
Use original designs, neutral props and invented identifiers. Customer drawings, branded components, certification artwork and supplier documents require appropriate authority. A licensing brief should state the kit-review task and independently checked examples. Confirm buyer requirements before preparing more commercial records or capture.
Discuss this original manufacturing sample with Fiund
Original Fiund exercise
A correct package count with the wrong mounting piece
Paper parts represent an invented fixture kit and carry asymmetric letter tags.
| Record | Source | What it records |
|---|---|---|
| 1 | Parts list | Model F2 needs body B1, flat clip C2 and angle clip C3. |
| 2 | Packing image | Visible B1, C2, C2; all labels legible. |
| 3 | Pack counter | Three items scanned. |
Question for the model
What should the pack reviewer report?
Show the reference answer and checks
The total count in record 3 matches the expected three, but record 2 has two C2 clips and lacks C3 under record 1. Flag one duplicate and one missing item while retaining B1 as matched. A three-item count does not establish kit completeness.
- Relying on aggregate count
- Combining distinct clips into one unlabeled class
Fields to preserve
- expected_part_key
- Defines each kit slot
- observed_multiplicity
- Detects duplicates by part
- label_visibility
- Gates positive item identity
Test another case
Use a hidden tag with a visible angled silhouette; require provisional shape evidence rather than inventing its ID.
No plumbing fit or installation advice, real fixture designs or customer shipments.
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.