Triple
T4329429
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gary Becker |
E96711
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Economics of Discrimination
The Economics of Discrimination is a landmark 1957 book by economist Gary Becker that applies neoclassical economic theory to analyze the causes and consequences of racial and other forms of discrimination in labor markets.
|
E431722
|
NE FINISHED |
How this triple was built (4 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: The Economics of Discrimination | Statement: [Gary Becker, notableWork, The Economics of Discrimination]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Economics of Discrimination Context triple: [Gary Becker, notableWork, The Economics of Discrimination]
-
A.
Inequality Reexamined
Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
-
B.
Interrogating Inequality
Interrogating Inequality is a key work in analytical Marxism that rigorously examines the structures and causes of social and economic inequality using tools of moral and political philosophy.
-
C.
Committee on the Status of Minority Groups in the Economics Profession
The Committee on the Status of Minority Groups in the Economics Profession is a body within the American Economic Association dedicated to promoting the representation, advancement, and professional well-being of minority economists.
-
D.
On Economic Inequality
On Economic Inequality is a seminal work by Amartya Sen that analyzes the nature, measurement, and moral implications of economic inequality within and across societies.
-
E.
Some Aspects of the Inequality of Incomes in Modern Communities
"Some Aspects of the Inequality of Incomes in Modern Communities" is an influential early 20th-century economic study by Hugh Dalton that analyzes the causes, measurement, and implications of income inequality in industrial societies.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: The Economics of Discrimination Triple: [Gary Becker, notableWork, The Economics of Discrimination]
Generated description
The Economics of Discrimination is a landmark 1957 book by economist Gary Becker that applies neoclassical economic theory to analyze the causes and consequences of racial and other forms of discrimination in labor markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Economics of Discrimination Target entity description: The Economics of Discrimination is a landmark 1957 book by economist Gary Becker that applies neoclassical economic theory to analyze the causes and consequences of racial and other forms of discrimination in labor markets.
-
A.
Inequality Reexamined
Inequality Reexamined is a philosophical and economic work by Amartya Sen that critically analyzes traditional views of inequality and justice through his capabilities approach.
-
B.
Interrogating Inequality
Interrogating Inequality is a key work in analytical Marxism that rigorously examines the structures and causes of social and economic inequality using tools of moral and political philosophy.
-
C.
Committee on the Status of Minority Groups in the Economics Profession
The Committee on the Status of Minority Groups in the Economics Profession is a body within the American Economic Association dedicated to promoting the representation, advancement, and professional well-being of minority economists.
-
D.
On Economic Inequality
On Economic Inequality is a seminal work by Amartya Sen that analyzes the nature, measurement, and moral implications of economic inequality within and across societies.
-
E.
Some Aspects of the Inequality of Incomes in Modern Communities
"Some Aspects of the Inequality of Incomes in Modern Communities" is an influential early 20th-century economic study by Hugh Dalton that analyzes the causes, measurement, and implications of income inequality in industrial societies.
- F. None of above. chosen
Provenance (5 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3513545fc81909e29de7eae1829f7 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d09bf304819084fc1b9162c8b48a |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d48a56f881909cc75f45d87c8151 |
completed | March 14, 2026, 9:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d4f99ff08190957b46cd84954f79 |
completed | March 14, 2026, 9:36 p.m. |
Created at: March 12, 2026, 11:13 p.m.