Triple
T4412450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | WS Atkins |
E94881
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | engineering and design consultancy |
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: engineering and design consultancy Context triple: [WS Atkins, instanceOf, engineering and design consultancy]
-
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.
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.
civil engineer
A civil engineer is a professional who designs, constructs, and maintains infrastructure projects such as roads, bridges, buildings, and water systems to ensure safety, functionality, and sustainability.
-
D.
construction management firm
A construction management firm is a professional organization that plans, coordinates, and oversees construction projects from inception to completion, ensuring they are delivered on time, within budget, and to specified quality and safety standards.
-
E.
engineering designation
An engineering designation is a formal title or credential that identifies an engineer’s professional qualification, specialization, and level of responsibility within the engineering field.
- 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_69b34539638c8190abfea3eb29425210 |
completed | March 12, 2026, 10:59 p.m. |
Created at: March 12, 2026, 11:29 p.m.