INDUSTRY FIELD GUIDE
Connector mating data for training and evaluating AI
A connector that looks seated can still have a partly engaged latch.
NAICS 334417 · Electronic Connector Manufacturing
A connector that looks seated can still have a partly engaged latch. NIST’s robotic assembly test methods include connector insertions. A connector manufacturer can build an evaluation around the last visible clue before a confirmed seat, then test how well that clue transfers to a different housing. NIST assembly performance metrics
Use a de-energized practice pair. Record the keyed approach, an approved incomplete-seat demonstration, and the verified seated state. Add a macro view or authorized measurement from the same attempt. The labels can identify compatible part pair, orientation, apparent versus measured seat, and whether the latch was observable. Put a different housing family in a holdout set so the test does not reward recognition of one connector shape.
Use an owned demo, anonymous dimensions where acceptable, and consented hands-only recording. Avoid sharing customer pinouts, unreleased housing drawings, and test results tied to a restricted assembly.
Describe a connector demonstration
Original Fiund exercise
Orientation can be correct while seating remains incomplete
Two paper housings have identical profiles and a visible reference notch. Mock gap readings are provided.
| Record | Source | What it records |
|---|---|---|
| 1 | Drawing | Expected notch alignment; seated toy gap at most 1 mm. |
| 2 | Photo | Notches line up in sample C4. |
| 3 | Gap table | C4 gap measured 3 mm from the stated reference plane. |
Question for the model
How should C4 be scored on the two checks?
Show the reference answer and checks
C4 matches the orientation criterion in records 1 and 2, but its 3 mm reading exceeds the toy seating limit by 2 mm under records 1 and 3. Store separate orientation and gap results rather than using notch alignment as proof of seating.
- Treating alignment as completion
- Comparing a gap without its reference plane
Fields to preserve
- notch_alignment
- Checks orientation independently
- seating_gap_mm
- Quantifies the observed fit dimension
- reference_plane
- Makes measurements comparable
Test another case
Use a photo that conceals the mating plane while notches remain visible; retain alignment and abstain on seating.
No actual connectors, pinouts, installation, electrical compatibility or genuine tolerances.
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.