Triple

T427709
Position Surface form Disambiguated ID Type / Status
Subject Friedrich Engels E9644 entity
Predicate notableWork P4 FINISHED
Object Socialism: Utopian and Scientific
Socialism: Utopian and Scientific is a foundational Marxist text by Friedrich Engels that contrasts early utopian socialist ideas with the "scientific" socialism derived from historical materialism.
E54313 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: Socialism: Utopian and Scientific | Statement: [Friedrich Engels, notableWork, Socialism: Utopian and Scientific]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Socialism: Utopian and Scientific
Context triple: [Friedrich Engels, notableWork, Socialism: Utopian and Scientific]
  • A. 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.
  • B. The Communist Manifesto
    The Communist Manifesto is a foundational 1848 political pamphlet by Karl Marx and Friedrich Engels that outlines the principles of communism and calls for the proletariat to overthrow capitalist systems.
  • C. The Conquest of Bread
    The Conquest of Bread is a foundational anarchist-communist text by Peter Kropotkin that advocates for a decentralized, cooperative society based on mutual aid and the abolition of private property.
  • D. The General Idea of the Revolution in the Nineteenth Century
    The General Idea of the Revolution in the Nineteenth Century is a seminal 1851 political treatise by Pierre-Joseph Proudhon that articulates his anarchist vision of social and economic reorganization without centralized state authority.
  • E. 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.
  • 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: Socialism: Utopian and Scientific
Triple: [Friedrich Engels, notableWork, Socialism: Utopian and Scientific]
Generated description
Socialism: Utopian and Scientific is a foundational Marxist text by Friedrich Engels that contrasts early utopian socialist ideas with the "scientific" socialism derived from historical materialism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Socialism: Utopian and Scientific
Target entity description: Socialism: Utopian and Scientific is a foundational Marxist text by Friedrich Engels that contrasts early utopian socialist ideas with the "scientific" socialism derived from historical materialism.
  • A. 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.
  • B. The Communist Manifesto
    The Communist Manifesto is a foundational 1848 political pamphlet by Karl Marx and Friedrich Engels that outlines the principles of communism and calls for the proletariat to overthrow capitalist systems.
  • C. The Conquest of Bread
    The Conquest of Bread is a foundational anarchist-communist text by Peter Kropotkin that advocates for a decentralized, cooperative society based on mutual aid and the abolition of private property.
  • D. The General Idea of the Revolution in the Nineteenth Century
    The General Idea of the Revolution in the Nineteenth Century is a seminal 1851 political treatise by Pierre-Joseph Proudhon that articulates his anarchist vision of social and economic reorganization without centralized state authority.
  • E. 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.
  • 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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eed7f3508190995dcd39586ed614 completed Feb. 28, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42f665c2881908850bce36cdf74b8 completed March 1, 2026, 12:21 p.m.
NEDg Description generation batch_69a43038d2348190a348e6661d27dde4 completed March 1, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_69a430f6c6f88190b5aecfe3c4c8957d completed March 1, 2026, 12:28 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.