Triple

T11908122
Position Surface form Disambiguated ID Type / Status
Subject The Problem of Realization E283323 entity
Predicate mainTopic P31 FINISHED
Object 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.
E952948 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: Marxist crisis theory | Statement: [The Problem of Realization, mainTopic, Marxist crisis theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marxist crisis theory
Context triple: [The Problem of Realization, mainTopic, Marxist crisis theory]
  • A. The Decomposition of Marxism
    The Decomposition of Marxism is a 1908 work by French theorist Georges Sorel that critically examines and challenges orthodox Marxist doctrine, helping to shape later revolutionary syndicalist and anti-determinist thought.
  • 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. Selected Essays on the Dynamics of the Capitalist Economy
    Selected Essays on the Dynamics of the Capitalist Economy is a collection of influential papers by economist Michał Kalecki that develop his theories on business cycles, effective demand, and the functioning of capitalist economies.
  • D. The Crisis of Global Capitalism
    The Crisis of Global Capitalism is a book by financier and philanthropist George Soros in which he critiques the flaws of laissez-faire capitalism and global financial markets and proposes reforms to make them more stable and equitable.
  • E. 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.
  • 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: Marxist crisis theory
Triple: [The Problem of Realization, mainTopic, Marxist crisis theory]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marxist crisis theory
Target entity description: 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.
  • A. The Decomposition of Marxism
    The Decomposition of Marxism is a 1908 work by French theorist Georges Sorel that critically examines and challenges orthodox Marxist doctrine, helping to shape later revolutionary syndicalist and anti-determinist thought.
  • 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. Selected Essays on the Dynamics of the Capitalist Economy
    Selected Essays on the Dynamics of the Capitalist Economy is a collection of influential papers by economist Michał Kalecki that develop his theories on business cycles, effective demand, and the functioning of capitalist economies.
  • D. The Crisis of Global Capitalism
    The Crisis of Global Capitalism is a book by financier and philanthropist George Soros in which he critiques the flaws of laissez-faire capitalism and global financial markets and proposes reforms to make them more stable and equitable.
  • E. 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.
  • 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_69d6ab2c07e88190ba13b0d21fd6cf33 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8e5264b2081909bda6c24abb89725 completed April 10, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69f418543258819083b49a5bbdc520cd completed May 1, 2026, 3:04 a.m.
NEDg Description generation batch_69f41f1d2da0819082f00cf61a6530b6 completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f42291f3608190ab079f939d34cf15 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.