Triple
T7678701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John T. Dunlop |
E173931
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | labor 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: labor economist Context triple: [John T. Dunlop, instanceOf, labor 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.
labor market reform
Labor market reform is the process of changing laws, regulations, and institutions governing employment to improve efficiency, flexibility, equity, or job creation in an economy.
-
C.
labor supply elasticity
Labor supply elasticity is a measure of how responsive the amount of labor workers are willing to offer (such as hours worked or participation) is to changes in wages or other economic incentives.
-
D.
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.
-
E.
work in econometrics
Work in econometrics involves developing and applying statistical methods to economic data to test theories, estimate relationships, and inform policy decisions.
- 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_69c6995703e0819081de77361b602e78 |
completed | March 27, 2026, 2:51 p.m. |
Created at: March 27, 2026, 4:01 p.m.