Triple

T21117872
Position Surface form Disambiguated ID Type / Status
Subject Re-envisioning Socialism E520345 entity
Predicate fieldOfStudy P3 FINISHED
Object Marxian economics NE NERFINISHED

How this triple was built (3 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: Marxian economics | Statement: [Re-envisioning Socialism, fieldOfStudy, Marxian economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marxian economics
Context triple: [Re-envisioning Socialism, fieldOfStudy, Marxian economics]
  • A. 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.
  • B. Marxian labor theory of value
    The Marxian labor theory of value is an economic theory asserting that the value of a commodity is fundamentally determined by the socially necessary labor time required for its production.
  • C. Post-Keynesian economics
    Post-Keynesian economics is a heterodox school of economic thought, inspired by John Maynard Keynes and further developed by economists like Nicholas Kaldor, that emphasizes fundamental uncertainty, the role of effective demand, and the importance of institutions and income distribution in determining macroeconomic outcomes.
  • D. Marxist crisis theory
    Marxist crisis theory is a body of economic thought, rooted in Karl Marx’s analysis of capitalism, that explains recurring economic crises as inherent and inevitable outcomes of capitalist production and accumulation.
  • E. classical labor theory of value
    The classical labor theory of value is an economic doctrine, developed by thinkers like Adam Smith and David Ricardo, which holds that the value of a commodity is fundamentally determined by the amount of labor required to produce it.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marxian economics
Target entity description: Marxian economics is a school of economic thought based on Karl Marx’s critique of capitalism, focusing on class struggle, exploitation, and the dynamics of capitalist production and accumulation.
  • A. 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.
  • B. Marxian labor theory of value
    The Marxian labor theory of value is an economic theory asserting that the value of a commodity is fundamentally determined by the socially necessary labor time required for its production.
  • C. Post-Keynesian economics
    Post-Keynesian economics is a heterodox school of economic thought, inspired by John Maynard Keynes and further developed by economists like Nicholas Kaldor, that emphasizes fundamental uncertainty, the role of effective demand, and the importance of institutions and income distribution in determining macroeconomic outcomes.
  • D. Marxist crisis theory
    Marxist crisis theory is a body of economic thought, rooted in Karl Marx’s analysis of capitalism, that explains recurring economic crises as inherent and inevitable outcomes of capitalist production and accumulation.
  • E. classical labor theory of value
    The classical labor theory of value is an economic doctrine, developed by thinkers like Adam Smith and David Ricardo, which holds that the value of a commodity is fundamentally determined by the amount of labor required to produce it.
  • F. None of above. chosen

Provenance (2 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_69e0b50a623881909c0bbaf4f2c055e7 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e721078ac48190980441b6ada0e2b4 completed April 21, 2026, 7:02 a.m.
Created at: April 16, 2026, 2:55 p.m.