Triple
T972344
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Poverty and Famines |
E20971
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | development studies book |
C3065
|
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 studies book Context triple: [Poverty and Famines, instanceOf, development studies book]
-
A.
socio-economic study
A socio-economic study is a systematic analysis of how social factors and economic conditions interact to influence individuals, communities, and broader societal outcomes.
-
B.
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.
-
C.
economics book
chosen
An economics book is a written work that explains, analyzes, or applies economic principles, theories, and data to help readers understand how individuals, markets, and governments make decisions about scarce resources.
-
D.
global development agenda
A global development agenda is a coordinated framework of goals, priorities, and actions adopted by the international community to guide sustainable economic, social, and environmental progress worldwide.
-
E.
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.
- 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_69a493b33d2c81909c52c369d3ca8436 |
completed | March 1, 2026, 7:29 p.m. |
Created at: March 1, 2026, 7:40 p.m.