Triple
T7712794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge Seven Associates |
E174801
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | design and planning firm |
C2818
|
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: design and planning firm Context triple: [Cambridge Seven Associates, instanceOf, design and planning firm]
-
A.
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.
-
B.
urban design firm
chosen
An urban design firm is a professional organization that plans, designs, and coordinates the development of urban spaces, integrating architecture, landscape, transportation, and community needs to create functional and livable environments.
-
C.
strategic design firm
A strategic design firm is a consultancy that combines design thinking, business strategy, and research to help organizations define visions, shape brands, and create innovative products, services, and experiences.
-
D.
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.
-
E.
engineering firm
An engineering firm is a business organization that provides professional engineering services—such as design, analysis, consulting, and project management—to plan, develop, and implement technical solutions for clients in various industries.
- 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_69c6995c463c8190a14458036249d419 |
completed | March 27, 2026, 2:51 p.m. |
Created at: March 27, 2026, 4:04 p.m.