Triple
T503330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludwig von Mises |
E10446
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Socialism: An Economic and Sociological Analysis
Socialism: An Economic and Sociological Analysis is a seminal 1922 treatise by economist Ludwig von Mises that offers a comprehensive critique of socialist economic planning and defends the efficiency of market-based capitalism.
|
E63021
|
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: Socialism: An Economic and Sociological Analysis | Statement: [Ludwig von Mises, notableWork, Socialism: An Economic and Sociological Analysis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Socialism: An Economic and Sociological Analysis Context triple: [Ludwig von Mises, notableWork, Socialism: An Economic and Sociological Analysis]
-
A.
Socialism: Utopian and Scientific
Socialism: Utopian and Scientific is a foundational Marxist text by Friedrich Engels that contrasts early utopian socialist ideas with the "scientific" socialism derived from historical materialism.
-
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.
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.
-
D.
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.
-
E.
Analytical Marxism
Analytical Marxism is a school of thought that applies the methods and clarity of analytic philosophy and rational-choice theory to the study and reconstruction of Marxist theory.
- 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: Socialism: An Economic and Sociological Analysis Triple: [Ludwig von Mises, notableWork, Socialism: An Economic and Sociological Analysis]
Generated description
Socialism: An Economic and Sociological Analysis is a seminal 1922 treatise by economist Ludwig von Mises that offers a comprehensive critique of socialist economic planning and defends the efficiency of market-based capitalism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Socialism: An Economic and Sociological Analysis Target entity description: Socialism: An Economic and Sociological Analysis is a seminal 1922 treatise by economist Ludwig von Mises that offers a comprehensive critique of socialist economic planning and defends the efficiency of market-based capitalism.
-
A.
Socialism: Utopian and Scientific
Socialism: Utopian and Scientific is a foundational Marxist text by Friedrich Engels that contrasts early utopian socialist ideas with the "scientific" socialism derived from historical materialism.
-
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.
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.
-
D.
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.
-
E.
Analytical Marxism
Analytical Marxism is a school of thought that applies the methods and clarity of analytic philosophy and rational-choice theory to the study and reconstruction of Marxist theory.
- 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_69a2e848adf881908e5e04f7af030093 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1357738819085eae6c10fa2fca9 |
completed | Feb. 28, 2026, 1:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a48a79ef808190a9dc34b58e16a160 |
completed | March 1, 2026, 6:50 p.m. |
| NEDg | Description generation | batch_69a48cb1b92881909b05794b7f792cad |
completed | March 1, 2026, 7 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a48d3ce3a48190a343496e874c21b6 |
completed | March 1, 2026, 7:02 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.