Triple

T8981736
Position Surface form Disambiguated ID Type / Status
Subject Friedrich Pollock E214545 entity
Predicate notableWork P4 FINISHED
Object "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.
E769301 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: "Planned Economy and Socialism" | Statement: [Friedrich Pollock, notableWork, "Planned Economy and Socialism"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Planned Economy and Socialism"
Context triple: [Friedrich Pollock, notableWork, "Planned Economy and Socialism"]
  • A. Five-Year Plans for the National Economy of the Soviet Union
    The Five-Year Plans for the National Economy of the Soviet Union were a series of centralized, state-directed economic programs that rapidly industrialized the USSR and transformed its agrarian economy under communist rule.
  • 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. Die Gemeinwirtschaft: Untersuchungen über den Sozialismus
    Die Gemeinwirtschaft: Untersuchungen über den Sozialismus is Ludwig von Mises’s seminal 1922 treatise that offers a foundational critique of socialist economic planning from both economic and sociological perspectives.
  • D. 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.
  • E. 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.
  • 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: "Planned Economy and Socialism"
Triple: [Friedrich Pollock, notableWork, "Planned Economy and Socialism"]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "Planned Economy and Socialism"
Target entity description: "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.
  • A. Five-Year Plans for the National Economy of the Soviet Union
    The Five-Year Plans for the National Economy of the Soviet Union were a series of centralized, state-directed economic programs that rapidly industrialized the USSR and transformed its agrarian economy under communist rule.
  • 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. Die Gemeinwirtschaft: Untersuchungen über den Sozialismus
    Die Gemeinwirtschaft: Untersuchungen über den Sozialismus is Ludwig von Mises’s seminal 1922 treatise that offers a foundational critique of socialist economic planning from both economic and sociological perspectives.
  • D. 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.
  • E. 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.
  • 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_69ca839ea8b88190922c6a326ffcc0d3 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc67a76f748190a4abad5d53d58fa8 completed April 1, 2026, 12:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc974f0f8819085c63deb53b95b80 completed April 3, 2026, 2:06 p.m.
NEDg Description generation batch_69cfca11f7b8819082ea5c74f700cf4b completed April 3, 2026, 2:09 p.m.
NED2 Entity disambiguation (via description) batch_69cfca735c50819088c2805c62d96d62 completed April 3, 2026, 2:10 p.m.
Created at: March 30, 2026, 7:03 p.m.