Triple
T1297447
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ove Arup & Partners |
E27685
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | multidisciplinary professional services firm |
C426
|
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: multidisciplinary professional services firm Context triple: [Ove Arup & Partners, instanceOf, multidisciplinary professional services firm]
-
A.
engineering firm
chosen
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.
-
B.
modernist architecture firm
A modernist architecture firm is a design-focused company that creates functional, minimalist buildings emphasizing clean lines, open spaces, and innovative use of modern materials and technology.
-
C.
urban design firm
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.
-
D.
consulting organization
A consulting organization is a professional services entity that provides expert advice, analysis, and solutions to clients to improve their performance, solve specific problems, or achieve strategic objectives.
-
E.
multidisciplinary framework
A multidisciplinary framework is an integrated structure that combines theories, methods, and perspectives from multiple academic or professional fields to address complex problems more comprehensively.
- 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_69a496d6682881909ba658f1c1e0e2b0 |
completed | March 1, 2026, 7:43 p.m. |
Created at: March 1, 2026, 7:51 p.m.