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.