Triple

T1724002
Position Surface form Disambiguated ID Type / Status
Subject Nikolai Bukharin E37455 entity
Predicate notableWork P4 FINISHED
Object The Theory of the Leisure Class (critique and commentary)
"The Theory of the Leisure Class (critique and commentary)" is Nikolai Bukharin’s Marxist analysis and critical examination of Thorstein Veblen’s classic work on conspicuous consumption and class structure.
E195168 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: The Theory of the Leisure Class (critique and commentary) | Statement: [Nikolai Bukharin, notableWork, The Theory of the Leisure Class (critique and commentary)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Theory of the Leisure Class (critique and commentary)
Context triple: [Nikolai Bukharin, notableWork, The Theory of the Leisure Class (critique and commentary)]
  • A. What Social Classes Owe to Each Other
    "What Social Classes Owe to Each Other" is an 1883 collection of essays by sociologist William Graham Sumner that argues for limited government, individual responsibility, and laissez-faire economics in the relations between social classes.
  • B. The Protestant Ethic and the Spirit of Capitalism
    The Protestant Ethic and the Spirit of Capitalism is a foundational sociological work by Max Weber that explores how Protestant religious values, particularly Calvinism, helped shape the development of modern capitalist society.
  • C. The System of Economic Contradictions, or The Philosophy of Poverty
    The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
  • D. An Essay on the History of Civil Society
    An Essay on the History of Civil Society is a 1767 work by Scottish philosopher Adam Ferguson that analyzes the development of human societies, social institutions, and civic virtue within the broader context of Enlightenment thought.
  • E. The Principles of Sociology
    The Principles of Sociology is a foundational 19th-century work by Herbert Spencer that systematically applies evolutionary theory to the study and organization of human societies.
  • 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: The Theory of the Leisure Class (critique and commentary)
Triple: [Nikolai Bukharin, notableWork, The Theory of the Leisure Class (critique and commentary)]
Generated description
"The Theory of the Leisure Class (critique and commentary)" is Nikolai Bukharin’s Marxist analysis and critical examination of Thorstein Veblen’s classic work on conspicuous consumption and class structure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Theory of the Leisure Class (critique and commentary)
Target entity description: "The Theory of the Leisure Class (critique and commentary)" is Nikolai Bukharin’s Marxist analysis and critical examination of Thorstein Veblen’s classic work on conspicuous consumption and class structure.
  • A. What Social Classes Owe to Each Other
    "What Social Classes Owe to Each Other" is an 1883 collection of essays by sociologist William Graham Sumner that argues for limited government, individual responsibility, and laissez-faire economics in the relations between social classes.
  • B. The Protestant Ethic and the Spirit of Capitalism
    The Protestant Ethic and the Spirit of Capitalism is a foundational sociological work by Max Weber that explores how Protestant religious values, particularly Calvinism, helped shape the development of modern capitalist society.
  • C. The System of Economic Contradictions, or The Philosophy of Poverty
    The System of Economic Contradictions, or The Philosophy of Poverty is an 1846 work by Pierre-Joseph Proudhon that offers a critical, dialectical analysis of capitalism and political economy from a socialist and anarchist perspective.
  • D. An Essay on the History of Civil Society
    An Essay on the History of Civil Society is a 1767 work by Scottish philosopher Adam Ferguson that analyzes the development of human societies, social institutions, and civic virtue within the broader context of Enlightenment thought.
  • E. The Principles of Sociology
    The Principles of Sociology is a foundational 19th-century work by Herbert Spencer that systematically applies evolutionary theory to the study and organization of human societies.
  • 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_69a8861acab88190bb43cde203429399 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa635a5c8c8190b3fbf977a93838fd completed March 6, 2026, 5:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8aefefc881908acd48eebc67c6ec completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad979ce880819089daecbc8455ec84 completed March 8, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69ad9ba92a848190918a8748fb65348a completed March 8, 2026, 3:54 p.m.
Created at: March 4, 2026, 7:30 p.m.