Triple
T18013280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jacob Mincer |
E430935
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Schooling, Experience, and Earnings |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
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.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Schooling, Experience, and Earnings | Statement: [Jacob Mincer, notableWork, Schooling, Experience, and Earnings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schooling, Experience, and Earnings Context triple: [Jacob Mincer, notableWork, Schooling, Experience, and Earnings]
-
A.
Frisch elasticity of labor supply
The Frisch elasticity of labor supply is an economic measure that captures how responsive individuals’ labor supply is to changes in wages when their expected lifetime wealth is held constant.
-
B.
labor economics
Labor economics is a branch of economics that studies how labor markets function, including the determination of wages, employment, and the allocation of workers to jobs.
-
C.
“Inequality in America: What Role for Human Capital Policies?”
“Inequality in America: What Role for Human Capital Policies?” is an influential work by economist James Heckman that analyzes how investments in education and skills, especially early in life, can reduce economic inequality and improve long-term social outcomes in the United States.
-
D.
Learning and Labor
Learning and Labor is the historic motto of Oberlin College, reflecting its emphasis on combining rigorous academic study with practical work and social responsibility.
-
E.
Empirical studies of the New Jersey–Pennsylvania minimum wage experiment
Empirical studies of the New Jersey–Pennsylvania minimum wage experiment are influential research analyses that challenged conventional economic theory by showing that raising the minimum wage did not necessarily reduce employment in fast-food restaurants.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schooling, Experience, and Earnings Target entity description: "Schooling, Experience, and Earnings" is a seminal work in labor economics that established the empirical foundations of human capital theory by analyzing how education and work experience affect individuals’ wages.
-
A.
Frisch elasticity of labor supply
The Frisch elasticity of labor supply is an economic measure that captures how responsive individuals’ labor supply is to changes in wages when their expected lifetime wealth is held constant.
-
B.
labor economics
Labor economics is a branch of economics that studies how labor markets function, including the determination of wages, employment, and the allocation of workers to jobs.
-
C.
“Inequality in America: What Role for Human Capital Policies?”
“Inequality in America: What Role for Human Capital Policies?” is an influential work by economist James Heckman that analyzes how investments in education and skills, especially early in life, can reduce economic inequality and improve long-term social outcomes in the United States.
-
D.
Learning and Labor
Learning and Labor is the historic motto of Oberlin College, reflecting its emphasis on combining rigorous academic study with practical work and social responsibility.
-
E.
Empirical studies of the New Jersey–Pennsylvania minimum wage experiment
Empirical studies of the New Jersey–Pennsylvania minimum wage experiment are influential research analyses that challenged conventional economic theory by showing that raising the minimum wage did not necessarily reduce employment in fast-food restaurants.
- F. None of above. chosen
Provenance (2 batches)
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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b521befc81908dff44f19aa3d580 |
completed | April 19, 2026, 10:57 a.m. |
Created at: April 10, 2026, 10:24 a.m.