Triple

T2096261
Position Surface form Disambiguated ID Type / Status
Subject Émile Durkheim E32787 entity
Predicate notableWork P4 FINISHED
Object The Division of Labour in Society
The Division of Labour in Society is Émile Durkheim’s foundational sociological work that analyzes how increasing specialization in modern societies transforms social cohesion and the nature of social solidarity.
E233423 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 Division of Labour in Society | Statement: [Émile Durkheim, notableWork, The Division of Labour in Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Division of Labour in Society
Context triple: [Émile Durkheim, notableWork, The Division of Labour in Society]
  • A. Discourse on the Origin and Basis of Inequality Among Men
    Discourse on the Origin and Basis of Inequality Among Men is a philosophical treatise by Jean-Jacques Rousseau that examines the development of human society and the origins of social and economic inequality.
  • B. 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.
  • C. 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.
  • D. The Origin of the Family, Private Property and the State
    The Origin of the Family, Private Property and the State is a foundational Marxist work by Friedrich Engels that analyzes the historical development of family structures, private property, and state power in relation to class society.
  • E. Catéchisme positiviste
    Catéchisme positiviste is a key philosophical work by Auguste Comte that systematically presents and popularizes his doctrine of positivism as a secular, quasi-religious moral and social system.
  • 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 Division of Labour in Society
Triple: [Émile Durkheim, notableWork, The Division of Labour in Society]
Generated description
The Division of Labour in Society is Émile Durkheim’s foundational sociological work that analyzes how increasing specialization in modern societies transforms social cohesion and the nature of social solidarity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Division of Labour in Society
Target entity description: The Division of Labour in Society is Émile Durkheim’s foundational sociological work that analyzes how increasing specialization in modern societies transforms social cohesion and the nature of social solidarity.
  • A. Discourse on the Origin and Basis of Inequality Among Men
    Discourse on the Origin and Basis of Inequality Among Men is a philosophical treatise by Jean-Jacques Rousseau that examines the development of human society and the origins of social and economic inequality.
  • B. 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.
  • C. 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.
  • D. The Origin of the Family, Private Property and the State
    The Origin of the Family, Private Property and the State is a foundational Marxist work by Friedrich Engels that analyzes the historical development of family structures, private property, and state power in relation to class society.
  • E. Catéchisme positiviste
    Catéchisme positiviste is a key philosophical work by Auguste Comte that systematically presents and popularizes his doctrine of positivism as a secular, quasi-religious moral and social system.
  • 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_69a885eba0708190999696a45cbec816 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba9b1f048190b82adfb7d8814173 completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae305eabc48190b6912e05833580d8 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30f84d548190b2d99162471207a4 completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae317473408190ad67374cfb82a7db completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:43 p.m.