Triple
T27225748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Collective Bargaining: Principles and Cases |
E681405
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | labor economics textbook |
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: labor economics textbook Context triple: [Collective Bargaining: Principles and Cases, instanceOf, labor economics textbook]
-
A.
labor economics study
A labor economics study analyzes how workers, employers, and institutions interact in labor markets to determine wages, employment, and working conditions.
-
B.
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.
-
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.
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.
-
E.
economics paper
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.
- 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_69eefac9f64c8190a07490fe0c8b72a3 |
completed | April 27, 2026, 5:57 a.m. |
Created at: April 27, 2026, 9:44 a.m.