Triple
T408624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngozi Okonjo-Iweala |
E9437
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | development economist |
C118
|
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 economist Context triple: [Ngozi Okonjo-Iweala, instanceOf, development economist]
-
A.
economist
chosen
An economist is a professional who studies how individuals, businesses, and governments allocate scarce resources, analyzing data and theories to understand and predict economic behavior and outcomes.
-
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.
World Bank president
The World Bank president is the chief executive responsible for leading the World Bank Group’s strategy, operations, and policies to reduce poverty and promote sustainable development worldwide.
-
D.
economic depression
An economic depression is a prolonged, severe downturn in economic activity characterized by significant declines in output, high unemployment, widespread business failures, and persistent financial distress across an economy.
-
E.
quantitative methodologist
A quantitative methodologist is a specialist who designs, evaluates, and applies statistical and mathematical techniques to ensure rigorous, valid, and reliable empirical research.
- 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_69a2e80111fc8190961d5b7c6154123f |
completed | Feb. 28, 2026, 1:05 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.