Triple
T21810962
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Speirs and Major Associates |
E538469
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | architectural lighting design firm |
C21238
|
CONCEPT FINISHED |
How this triple was built (1 step)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: architectural lighting design firm Context triple: [Speirs and Major Associates, instanceOf, architectural lighting design firm]
-
A.
interior design firm
An interior design firm is a professional business that plans, designs, and coordinates the aesthetic and functional layout of interior spaces for residential, commercial, or institutional clients.
-
B.
architecture and design firm
A professional company that plans, designs, and often oversees the construction of buildings and interior spaces, integrating aesthetics, functionality, and client needs.
-
C.
lighting designer
chosen
A lighting designer is a professional who plans, creates, and coordinates lighting schemes to enhance the visual, functional, and emotional impact of spaces or performances.
-
D.
lighting design product
A lighting design product is a tool, fixture, or system created to shape, control, and enhance illumination for functional, aesthetic, or experiential purposes in a space.
-
E.
exhibition design firm
An exhibition design firm is a company that plans, designs, and produces immersive, visually engaging environments for museums, trade shows, galleries, and branded experiences to communicate stories, information, and identities.
- F. None of above.
Provenance (1 batch)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0c473f0f8819086c9d1b4a143bd67 |
completed | April 16, 2026, 11:13 a.m. |
Created at: April 16, 2026, 6:53 p.m.