Triple

T20631913
Position Surface form Disambiguated ID Type / Status
Subject Padma Desai E506975 entity
Predicate notableWork P4 FINISHED
Object Marxism, Central Planning and the Soviet Economy
"Marxism, Central Planning and the Soviet Economy" is an influential scholarly work by economist Padma Desai that critically analyzes the theoretical foundations and practical outcomes of the Soviet centrally planned economic system.
E1441372 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: Marxism, Central Planning and the Soviet Economy | Statement: [Padma Desai, notableWork, Marxism, Central Planning and the Soviet Economy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marxism, Central Planning and the Soviet Economy
Context triple: [Padma Desai, notableWork, Marxism, Central Planning and the Soviet Economy]
  • A. 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.
  • B. 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.
  • C. The Economic Life of Soviet Russia
    The Economic Life of Soviet Russia is an influential early 20th-century economic study analyzing the structure, policies, and performance of the Soviet planned economy.
  • D. 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.
  • 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: Marxism, Central Planning and the Soviet Economy
Triple: [Padma Desai, notableWork, Marxism, Central Planning and the Soviet Economy]
Generated description
"Marxism, Central Planning and the Soviet Economy" is an influential scholarly work by economist Padma Desai that critically analyzes the theoretical foundations and practical outcomes of the Soviet centrally planned economic system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marxism, Central Planning and the Soviet Economy
Target entity description: "Marxism, Central Planning and the Soviet Economy" is an influential scholarly work by economist Padma Desai that critically analyzes the theoretical foundations and practical outcomes of the Soviet centrally planned economic system.
  • A. 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.
  • B. 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.
  • C. The Economic Life of Soviet Russia
    The Economic Life of Soviet Russia is an influential early 20th-century economic study analyzing the structure, policies, and performance of the Soviet planned economy.
  • D. 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.
  • 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_69e0b4bd4a0081908d4e97a590a33fb2 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6ad0b0508819093c62a4ceaf860ce completed April 20, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08bb21b3e48190a568a7e2d7e4bb7f completed May 16, 2026, 6:44 p.m.
NEDg Description generation batch_6a08bbc5d9dc8190a6c58039a27ba9ae completed May 16, 2026, 6:47 p.m.
NED2 Entity disambiguation (via description) batch_6a08bcbfc45881909af82e14f84ecd23 completed May 16, 2026, 6:51 p.m.
Created at: April 16, 2026, 11:42 a.m.