Triple
T17823695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Alan Manning |
E445056
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | labour 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: labour economist Context triple: [Alan Manning, instanceOf, labour 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 relations scholar
A labor relations scholar is an expert who studies, analyzes, and interprets the dynamics between employers, employees, and unions, focusing on workplace conflict, negotiation, and labor policy.
-
C.
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.
-
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.
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.
- 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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
Created at: April 10, 2026, 10:15 a.m.