Triple

T17229614
Position Surface form Disambiguated ID Type / Status
Subject socialist calculation debate E418206 entity
Predicate hasImportantWork P67599 FINISHED
Object Socialist Calculation II: The Socialist Economy
"Socialist Calculation II: The Socialist Economy" is a major work in the socialist calculation debate that analyzes how a socialist economic system could organize production and allocation without relying on traditional market price mechanisms.
E1261074 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: Socialist Calculation II: The Socialist Economy | Statement: [socialist calculation debate, hasImportantWork, Socialist Calculation II: The Socialist Economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Socialist Calculation II: The Socialist Economy
Context triple: [socialist calculation debate, hasImportantWork, Socialist Calculation II: The Socialist Economy]
  • A. The Economics of Feasible Socialism
    The Economics of Feasible Socialism is a work that explores how a socialist economy could function efficiently in practice, addressing issues of planning, incentives, and information raised in the socialist calculation debate.
  • B. 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.
  • C. 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.
  • D. socialist calculation debate
    The socialist calculation debate was a 20th-century economic controversy over whether a socialist planned economy could allocate resources as efficiently as a market system, centering on issues of information, prices, and economic coordination.
  • E. "Planned Economy and Socialism"
    "Planned Economy and Socialism" is a seminal work by Frankfurt School economist Friedrich Pollock analyzing the theoretical foundations, practical forms, and political implications of centrally planned economic systems within socialist frameworks.
  • 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: Socialist Calculation II: The Socialist Economy
Triple: [socialist calculation debate, hasImportantWork, Socialist Calculation II: The Socialist Economy]
Generated description
"Socialist Calculation II: The Socialist Economy" is a major work in the socialist calculation debate that analyzes how a socialist economic system could organize production and allocation without relying on traditional market price mechanisms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Socialist Calculation II: The Socialist Economy
Target entity description: "Socialist Calculation II: The Socialist Economy" is a major work in the socialist calculation debate that analyzes how a socialist economic system could organize production and allocation without relying on traditional market price mechanisms.
  • A. The Economics of Feasible Socialism
    The Economics of Feasible Socialism is a work that explores how a socialist economy could function efficiently in practice, addressing issues of planning, incentives, and information raised in the socialist calculation debate.
  • B. 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.
  • C. 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.
  • D. socialist calculation debate
    The socialist calculation debate was a 20th-century economic controversy over whether a socialist planned economy could allocate resources as efficiently as a market system, centering on issues of information, prices, and economic coordination.
  • E. "Planned Economy and Socialism"
    "Planned Economy and Socialism" is a seminal work by Frankfurt School economist Friedrich Pollock analyzing the theoretical foundations, practical forms, and political implications of centrally planned economic systems within socialist frameworks.
  • 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_69d886d8e96081909870bff6c3d0bf09 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42df62ec48190b2ed633a5bcc0255 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180ca18c081909ef80a4056b3dbf7 completed May 11, 2026, 7:10 a.m.
NEDg Description generation batch_6a01827fc64c81909784dbf0f3ed4586 completed May 11, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0182f52dd88190afa4ec4a711552e5 completed May 11, 2026, 7:19 a.m.
Created at: April 10, 2026, 5:39 a.m.