Triple
T18319731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murray & Roberts |
E438839
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | engineering and construction group |
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 construction group Context triple: [Murray & Roberts, instanceOf, engineering and construction group]
-
A.
group of civil engineers
A group of civil engineers is a collaborative team of professionals who plan, design, and oversee the construction and maintenance of infrastructure projects such as roads, bridges, buildings, and water systems.
-
B.
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.
-
C.
civil engineering support organization
A civil engineering support organization is an entity that provides specialized technical, logistical, administrative, and project management services to assist civil engineers and infrastructure projects throughout their lifecycle.
-
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.
corps of engineers
A corps of engineers is an organized body of military or civilian engineers responsible for planning, designing, constructing, and maintaining infrastructure and technical projects, often in support of national defense or public works.
- 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_69d8b916a2d081909e249e4902f6aad9 |
completed | April 10, 2026, 8:47 a.m. |
Created at: April 10, 2026, 10:36 a.m.