Triple

T8901355
Position Surface form Disambiguated ID Type / Status
Subject Capitalism, Socialism and Democracy E211936 entity
Predicate hasPart P35 FINISHED
Object Part I: The Marxian Doctrine
Part I: The Marxian Doctrine is the opening section of Joseph Schumpeter’s "Capitalism, Socialism and Democracy," in which he critically analyzes and interprets Karl Marx’s economic and social theories.
E764579 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: Part I: The Marxian Doctrine | Statement: [Capitalism, Socialism and Democracy, hasPart, Part I: The Marxian Doctrine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Part I: The Marxian Doctrine
Context triple: [Capitalism, Socialism and Democracy, hasPart, Part I: The Marxian Doctrine]
  • 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. History of Materialism
    History of Materialism is a seminal 19th-century philosophical work that critically examines the development of materialist thought from antiquity to modern science and its implications for metaphysics and epistemology.
  • C. Part II: The Rise of Social Theory
    Part II: The Rise of Social Theory is a major section of Herbert Marcuse’s book "Reason and Revolution" that examines the historical development and transformation of modern social theory.
  • D. Towards the Understanding of Karl Marx
    Towards the Understanding of Karl Marx is a 1933 philosophical study by Sidney Hook that offers a critical, pragmatist interpretation of Karl Marx’s thought and its implications for modern social theory.
  • E. Book I: Of Production
    Book I: Of Production is the opening section of John Stuart Mill’s "Principles of Political Economy," in which he systematically analyzes how wealth is created through the processes and factors of production.
  • 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: Part I: The Marxian Doctrine
Triple: [Capitalism, Socialism and Democracy, hasPart, Part I: The Marxian Doctrine]
Generated description
Part I: The Marxian Doctrine is the opening section of Joseph Schumpeter’s "Capitalism, Socialism and Democracy," in which he critically analyzes and interprets Karl Marx’s economic and social theories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Part I: The Marxian Doctrine
Target entity description: Part I: The Marxian Doctrine is the opening section of Joseph Schumpeter’s "Capitalism, Socialism and Democracy," in which he critically analyzes and interprets Karl Marx’s economic and social theories.
  • 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. History of Materialism
    History of Materialism is a seminal 19th-century philosophical work that critically examines the development of materialist thought from antiquity to modern science and its implications for metaphysics and epistemology.
  • C. Part II: The Rise of Social Theory
    Part II: The Rise of Social Theory is a major section of Herbert Marcuse’s book "Reason and Revolution" that examines the historical development and transformation of modern social theory.
  • D. Towards the Understanding of Karl Marx
    Towards the Understanding of Karl Marx is a 1933 philosophical study by Sidney Hook that offers a critical, pragmatist interpretation of Karl Marx’s thought and its implications for modern social theory.
  • E. Book I: Of Production
    Book I: Of Production is the opening section of John Stuart Mill’s "Principles of Political Economy," in which he systematically analyzes how wealth is created through the processes and factors of production.
  • 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_69ca83918d3081909b326fa3750cb8c8 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6428ffc48190814f6b865961dbd1 completed April 1, 2026, 12:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfac1846f481909aad27a6dacddba2 completed April 3, 2026, 12:01 p.m.
NEDg Description generation batch_69cfacb58f208190b5e8eeba58f1bd78 completed April 3, 2026, 12:04 p.m.
NED2 Entity disambiguation (via description) batch_69cfad73f7a8819089ee3dadf321220e completed April 3, 2026, 12:07 p.m.
Created at: March 30, 2026, 6:54 p.m.