Triple
T17444587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Demographics and Automation |
E424747
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | economic research study |
C20359
|
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: economic research study Context triple: [Demographics and Automation, instanceOf, economic research study]
-
A.
economic research institute
An economic research institute is an organization dedicated to systematically studying economic phenomena, analyzing data, and producing evidence-based insights to inform policy, business decisions, and public understanding.
-
B.
economics research series
A structured collection of scholarly works, often published periodically, that presents original research, analyses, and findings on topics within the field of economics.
-
C.
economics paper
chosen
An economics paper is a structured scholarly work that formulates a clear research question about economic behavior or policy, applies theoretical and/or empirical methods to analyze it, and presents evidence-based conclusions within the context of existing economic literature.
-
D.
economic theory
Economic theory is a conceptual framework that explains how individuals, firms, and governments make decisions about the allocation of scarce resources and how these decisions shape the production, distribution, and consumption of goods and services.
-
E.
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.
- 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_69d889db0ba481908402409af3b37917 |
completed | April 10, 2026, 5:25 a.m. |
Created at: April 10, 2026, 5:47 a.m.