Triple

T335813
Position Surface form Disambiguated ID Type / Status
Subject Joseph Stiglitz E6722 entity
Predicate notableWork P4 FINISHED
Object Whither Socialism?
"Whither Socialism?" is an influential book by economist Joseph Stiglitz that critically examines the failures of centrally planned economies and explores the role of information and incentives in shaping effective economic systems.
E42682 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: Whither Socialism? | Statement: [Joseph Stiglitz, notableWork, Whither Socialism?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Whither Socialism?
Context triple: [Joseph Stiglitz, notableWork, Whither Socialism?]
  • A. Progressive Capitalism: How to Achieve Economic Growth, Liberty and Social Justice
    "Progressive Capitalism: How to Achieve Economic Growth, Liberty and Social Justice" is a book by David Sainsbury (Lord Sainsbury of Turville) that outlines a reformed capitalist model aimed at combining dynamic economic growth with individual freedom and stronger social justice.
  • B. The System of Economic Contradictions, or The Philosophy of Poverty
    The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
  • C. The General Idea of the Revolution in the Nineteenth Century
    The General Idea of the Revolution in the Nineteenth Century is a seminal 1851 political treatise by Pierre-Joseph Proudhon that articulates his anarchist vision of social and economic reorganization without centralized state authority.
  • D. Über die Grenzen der Wirksamkeit des Staates
    Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
  • E. The Great Democracies
    The Great Democracies is the fourth volume of Winston Churchill’s historical series A History of the English-Speaking Peoples, covering the rise of modern democratic institutions in the 19th and early 20th centuries.
  • 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: Whither Socialism?
Triple: [Joseph Stiglitz, notableWork, Whither Socialism?]
Generated description
"Whither Socialism?" is an influential book by economist Joseph Stiglitz that critically examines the failures of centrally planned economies and explores the role of information and incentives in shaping effective economic systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Whither Socialism?
Target entity description: "Whither Socialism?" is an influential book by economist Joseph Stiglitz that critically examines the failures of centrally planned economies and explores the role of information and incentives in shaping effective economic systems.
  • A. Progressive Capitalism: How to Achieve Economic Growth, Liberty and Social Justice
    "Progressive Capitalism: How to Achieve Economic Growth, Liberty and Social Justice" is a book by David Sainsbury (Lord Sainsbury of Turville) that outlines a reformed capitalist model aimed at combining dynamic economic growth with individual freedom and stronger social justice.
  • B. The System of Economic Contradictions, or The Philosophy of Poverty
    The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
  • C. The General Idea of the Revolution in the Nineteenth Century
    The General Idea of the Revolution in the Nineteenth Century is a seminal 1851 political treatise by Pierre-Joseph Proudhon that articulates his anarchist vision of social and economic reorganization without centralized state authority.
  • D. Über die Grenzen der Wirksamkeit des Staates
    Über die Grenzen der Wirksamkeit des Staates is a seminal political-philosophical essay by Wilhelm von Humboldt that argues for limiting state intervention to protect individual freedom and self-development.
  • E. The Great Democracies
    The Great Democracies is the fourth volume of Winston Churchill’s historical series A History of the English-Speaking Peoples, covering the rise of modern democratic institutions in the 19th and early 20th centuries.
  • 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_69a2e79434908190a9d5afe415153ad9 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eac81c0c8190b3cb0d53b1cf62b5 completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d24903d881909ddd6726dce4d535 completed March 1, 2026, 5:44 a.m.
NEDg Description generation batch_69a3d2d8aa64819095cdee306bec77ec completed March 1, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69a3d370d200819089eaf114357a8ca3 completed March 1, 2026, 5:49 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.