Triple

T665565
Position Surface form Disambiguated ID Type / Status
Subject Arthur Cecil Pigou E12852 entity
Predicate notableWork P4 FINISHED
Object Wealth and Welfare
Wealth and Welfare is a foundational economics book by Arthur Cecil Pigou that develops the theory of welfare economics and examines how government intervention can improve social well-being.
E82229 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: Wealth and Welfare | Statement: [Arthur Cecil Pigou, notableWork, Wealth and Welfare]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wealth and Welfare
Context triple: [Arthur Cecil Pigou, notableWork, Wealth and Welfare]
  • A. The Fears of the Rich, the Needs of the Poor
    The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
  • B. People, Power, and Profits
    People, Power, and Profits is a book by economist Joseph Stiglitz that critiques contemporary capitalism and proposes reforms to create a fairer, more inclusive economy and democracy.
  • C. The Price of Inequality
    The Price of Inequality is a book by economist Joseph Stiglitz that analyzes the causes and consequences of growing economic inequality and argues for policy reforms to create a fairer, more stable society.
  • D. Protestant work ethic
    The Protestant work ethic is a cultural value system, rooted in Reformation-era Protestantism, that emphasizes hard work, discipline, and frugality as signs of moral virtue and spiritual favor.
  • E. An Inquiry into Well-Being and Destitution
    An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
  • 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: Wealth and Welfare
Triple: [Arthur Cecil Pigou, notableWork, Wealth and Welfare]
Generated description
Wealth and Welfare is a foundational economics book by Arthur Cecil Pigou that develops the theory of welfare economics and examines how government intervention can improve social well-being.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wealth and Welfare
Target entity description: Wealth and Welfare is a foundational economics book by Arthur Cecil Pigou that develops the theory of welfare economics and examines how government intervention can improve social well-being.
  • A. The Fears of the Rich, the Needs of the Poor
    The Fears of the Rich, the Needs of the Poor is a book by epidemiologist and public health leader William H. Foege that reflects on global health inequities and the moral imperative to address them.
  • B. People, Power, and Profits
    People, Power, and Profits is a book by economist Joseph Stiglitz that critiques contemporary capitalism and proposes reforms to create a fairer, more inclusive economy and democracy.
  • C. The Price of Inequality
    The Price of Inequality is a book by economist Joseph Stiglitz that analyzes the causes and consequences of growing economic inequality and argues for policy reforms to create a fairer, more stable society.
  • D. Protestant work ethic
    The Protestant work ethic is a cultural value system, rooted in Reformation-era Protestantism, that emphasizes hard work, discipline, and frugality as signs of moral virtue and spiritual favor.
  • E. An Inquiry into Well-Being and Destitution
    An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
  • 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_69a493355dec819098d4244b2fa34885 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49fd4f4988190a0973ceb7329b4c9 completed March 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c39abcbc819093797700dc32d25a completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c564d368819082b877f43236d949 completed March 2, 2026, 5:14 p.m.
NED2 Entity disambiguation (via description) batch_69a5cca1851c81908e57e75dc217e517 completed March 2, 2026, 5:45 p.m.
Created at: March 1, 2026, 7:36 p.m.