Triple

T3689910
Position Surface form Disambiguated ID Type / Status
Subject Raymond Aron E78317 entity
Predicate notableWork P4 FINISHED
Object Main Currents in Sociological Thought
Main Currents in Sociological Thought is a major work of sociological theory in which Raymond Aron critically examines and interprets the ideas of key classical sociologists such as Marx, Tocqueville, Durkheim, and Weber.
E379415 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: Main Currents in Sociological Thought | Statement: [Raymond Aron, notableWork, Main Currents in Sociological Thought]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Main Currents in Sociological Thought
Context triple: [Raymond Aron, notableWork, Main Currents in Sociological Thought]
  • A. The Study of Sociology
    The Study of Sociology is an 1873 work by Herbert Spencer that lays out his early systematic approach to sociological theory and methodology.
  • B. The Rules of Sociological Method
    The Rules of Sociological Method is a foundational sociological treatise that systematically defines social facts and outlines a rigorous scientific approach to studying society.
  • C. 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.
  • D. Rethinking Social Inquiry
    Rethinking Social Inquiry is a methodological volume in political science that critiques and extends the quantitative, positivist approach of Designing Social Inquiry by advocating for pluralistic, case-based, and mixed-method research strategies.
  • E. The Methodology of the Social Sciences
    The Methodology of the Social Sciences is a foundational work by Max Weber that articulates his influential theories on social science methodology, including concepts like ideal types, value neutrality, and the interpretive understanding of social action.
  • 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: Main Currents in Sociological Thought
Triple: [Raymond Aron, notableWork, Main Currents in Sociological Thought]
Generated description
Main Currents in Sociological Thought is a major work of sociological theory in which Raymond Aron critically examines and interprets the ideas of key classical sociologists such as Marx, Tocqueville, Durkheim, and Weber.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Main Currents in Sociological Thought
Target entity description: Main Currents in Sociological Thought is a major work of sociological theory in which Raymond Aron critically examines and interprets the ideas of key classical sociologists such as Marx, Tocqueville, Durkheim, and Weber.
  • A. The Study of Sociology
    The Study of Sociology is an 1873 work by Herbert Spencer that lays out his early systematic approach to sociological theory and methodology.
  • B. The Rules of Sociological Method
    The Rules of Sociological Method is a foundational sociological treatise that systematically defines social facts and outlines a rigorous scientific approach to studying society.
  • C. 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.
  • D. Rethinking Social Inquiry
    Rethinking Social Inquiry is a methodological volume in political science that critiques and extends the quantitative, positivist approach of Designing Social Inquiry by advocating for pluralistic, case-based, and mixed-method research strategies.
  • E. The Methodology of the Social Sciences
    The Methodology of the Social Sciences is a foundational work by Max Weber that articulates his influential theories on social science methodology, including concepts like ideal types, value neutrality, and the interpretive understanding of social action.
  • 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_69ad85e285a081908f8cbfa9e2ed9b75 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc4cb47208190b1321af859d02c51 completed March 8, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3c5b6488190afb8cc599d633a96 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c463b53c8190b3333fda95862545 completed March 14, 2026, 2:13 a.m.
NED2 Entity disambiguation (via description) batch_69b4c4ee4db88190810a1d49d757b2b6 completed March 14, 2026, 2:16 a.m.
Created at: March 8, 2026, 3:26 p.m.