INDUSTRY FIELD GUIDE
Residential lighting data for AI fixture configuration
ENERGY STAR publishes a product finder for products within its programs.
NAICS 335131 · Residential Electric Lighting Fixture Manufacturing
ENERGY STAR publishes a product finder for products within its programs. A lighting manufacturer can define an original task that keeps a finished fixture's exact configuration attached to its product record. ENERGY STAR product-finder context
Create fictional fixture variants, emitter and driver references, and completed-unit records. Give two fixtures the same decorative housing but different internal combinations. Ask the assistant which product record concerns the selected build. Include a component-only value and a proposed driver substitution with no installation entry. The key should preserve configuration, source scope and execution status.
Annotate fixture, emitter, driver, build revision and source record. Hold out a new housing style for evaluation. Score matching by appearance alone, a component statement extended to the whole fixture and use of an unexecuted substitution independently. A complete case should support the exact combination from its documented components.
Use original designs and invented references. Customer artwork, certification marks, licensed designs and supplier reports need appropriate authority and review. A licensing brief should identify the configuration-evidence task and checked examples. Establish the buyer's required relationships before preparing commercial histories or commissioning more authorized capture.
Discuss this original manufacturing sample with Fiund
Original Fiund exercise
A completed build has the correct emitter but a different driver
Fictional lamp cards describe two paper components, with no electrical or installation detail.
| Record | Source | What it records |
|---|---|---|
| 1 | Configuration table | Fixture H5 kit Q uses emitter E2 and driver D4. |
| 2 | Build manifest | H5/Q serial S1 contains E2 and D5. |
| 3 | Source note | D5 appears in another kit but no substitution record covers Q. |
Question for the model
Which component matches and which needs review?
Show the reference answer and checks
E2 agrees with the specified kit in records 1 and 2. D5 is documented in the build where D4 is expected, and record 3 provides no applicable substitution. The mismatch belongs to the driver slot; the exercise does not establish physical compatibility.
- Checking the emitter and accepting the whole kit
- Borrowing a substitution from another kit
Fields to preserve
- kit_variant
- Selects expected configuration
- emitter_id
- Checks the first component
- driver_id
- Checks the second component separately
Test another case
Add a substitution approved only after a given serial threshold and verify S1's actual place in the sequence.
No electrical specifications, fixture installation, suitability or code guidance.
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.