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.