Triple

T13755016
Position Surface form Disambiguated ID Type / Status
Subject Democracy: The God That Failed E330452 entity
Predicate hasPart P35 FINISHED
Object On Socialism and Desocialization
"On Socialism and Desocialization" is an essay by economist and political theorist Hans-Hermann Hoppe that critiques socialism and explores its social and cultural consequences, included as a chapter in his book "Democracy: The God That Failed."
E1060532 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: On Socialism and Desocialization | Statement: [Democracy: The God That Failed, hasPart, On Socialism and Desocialization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: On Socialism and Desocialization
Context triple: [Democracy: The God That Failed, hasPart, On Socialism and Desocialization]
  • A. Re-envisioning Socialism
    Re-envisioning Socialism is a work by economist Prabhat Patnaik that critically reassesses socialist theory and practice in light of contemporary global capitalism and proposes renewed socialist alternatives.
  • B. Socialism Re-examined
    Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
  • C. A Theory of Socialism and Capitalism
    A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
  • D. 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.
  • E. The Idea of Socialism
    The Idea of Socialism is a contemporary philosophical work by Axel Honneth that reinterprets and defends socialism as a normative project grounded in freedom, social cooperation, and democratic will-formation.
  • 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: On Socialism and Desocialization
Triple: [Democracy: The God That Failed, hasPart, On Socialism and Desocialization]
Generated description
"On Socialism and Desocialization" is an essay by economist and political theorist Hans-Hermann Hoppe that critiques socialism and explores its social and cultural consequences, included as a chapter in his book "Democracy: The God That Failed."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: On Socialism and Desocialization
Target entity description: "On Socialism and Desocialization" is an essay by economist and political theorist Hans-Hermann Hoppe that critiques socialism and explores its social and cultural consequences, included as a chapter in his book "Democracy: The God That Failed."
  • A. Re-envisioning Socialism
    Re-envisioning Socialism is a work by economist Prabhat Patnaik that critically reassesses socialist theory and practice in light of contemporary global capitalism and proposes renewed socialist alternatives.
  • B. Socialism Re-examined
    Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
  • C. A Theory of Socialism and Capitalism
    A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
  • D. 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.
  • E. The Idea of Socialism
    The Idea of Socialism is a contemporary philosophical work by Axel Honneth that reinterprets and defends socialism as a normative project grounded in freedom, social cooperation, and democratic will-formation.
  • 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_69d81c573f288190aa2403d484fa3d49 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02179c948190a652cc8c586e418f completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a859e6748190aa1899830a02b710 completed May 3, 2026, 7:56 p.m.
NEDg Description generation batch_69f7a91deb3c8190ad2be7f1ca99ac9b completed May 3, 2026, 7:59 p.m.
NED2 Entity disambiguation (via description) batch_69f7ad51c6808190afa80fc3622399bf completed May 3, 2026, 8:17 p.m.
Created at: April 9, 2026, 10:09 p.m.