Triple
T5602951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mott MacDonald |
E147163
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | development consultancy |
C188
|
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: development consultancy Context triple: [Mott MacDonald, instanceOf, development consultancy]
-
A.
development think tank
A development think tank is an organization that conducts research and analysis to inform policies and strategies aimed at promoting economic, social, and sustainable development.
-
B.
development expert
A development expert is a professional who applies specialized knowledge, tools, and methodologies to plan, implement, and optimize projects or programs that drive sustainable growth and improvement in a specific domain or region.
-
C.
management consultant
A management consultant is a professional who analyzes organizations’ operations and strategies to provide expert advice and solutions that improve performance, efficiency, and overall business outcomes.
-
D.
consulting organization
chosen
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.
development index
A development index is a composite statistical measure that aggregates multiple socioeconomic indicators (such as income, education, and health) to assess and compare the overall level of development across regions or countries.
- 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_69c009043d648190a7af89698ccf1e3e |
completed | March 22, 2026, 3:21 p.m. |
Created at: March 22, 2026, 3:39 p.m.