Triple
T7942233
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AECOM |
E184417
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | infrastructure consulting 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: infrastructure consulting firm Context triple: [AECOM, instanceOf, infrastructure consulting 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.
infrastructure management company
An infrastructure management company plans, operates, maintains, and optimizes physical assets and systems—such as transportation, utilities, and public works—to ensure their reliability, efficiency, and long-term performance.
-
C.
infrastructure finance company
An infrastructure finance company is a financial institution that provides long-term funding, credit support, and advisory services for the development, operation, and maintenance of large-scale public and private infrastructure projects.
-
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.
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.
- 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_69ca8291c2008190b1b8832c87814bcf |
completed | March 30, 2026, 2:02 p.m. |
Created at: March 30, 2026, 5:09 p.m.