Triple

T6831803
Position Surface form Disambiguated ID Type / Status
Subject Ralf Dahrendorf E157153 entity
Predicate notableWork P4 FINISHED
Object Class and Class Conflict in Industrial Society
"Class and Class Conflict in Industrial Society" is a seminal sociological work by Ralf Dahrendorf that analyzes modern industrial societies through the lens of power, authority, and class struggle.
E621907 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: Class and Class Conflict in Industrial Society | Statement: [Ralf Dahrendorf, notableWork, Class and Class Conflict in Industrial Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Class and Class Conflict in Industrial Society
Context triple: [Ralf Dahrendorf, notableWork, Class and Class Conflict in Industrial Society]
  • A. Studies in the Evolution of Industrial Society
    Studies in the Evolution of Industrial Society is a scholarly work by economist Richard T. Ely that analyzes the historical development and social consequences of modern industrial capitalism.
  • B. A General Theory of Exploitation and Class
    A General Theory of Exploitation and Class is a foundational work in analytical Marxism that rigorously reconstructs Marxist class and exploitation theory using formal economic and philosophical methods.
  • C. History and Class Consciousness
    History and Class Consciousness is a seminal 1923 collection of Marxist essays by György Lukács that introduced influential concepts such as reification and class consciousness, profoundly shaping Western Marxist theory.
  • D. The New Industrial State
    The New Industrial State is a landmark economic and social critique by John Kenneth Galbraith that analyzes the power of large corporations and technocratic planning in modern industrial economies.
  • E. The Industrial Society
    The Industrial Society is a sociological work by Raymond Aron that analyzes the structures, dynamics, and implications of modern industrialized 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: Class and Class Conflict in Industrial Society
Triple: [Ralf Dahrendorf, notableWork, Class and Class Conflict in Industrial Society]
Generated description
"Class and Class Conflict in Industrial Society" is a seminal sociological work by Ralf Dahrendorf that analyzes modern industrial societies through the lens of power, authority, and class struggle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Class and Class Conflict in Industrial Society
Target entity description: "Class and Class Conflict in Industrial Society" is a seminal sociological work by Ralf Dahrendorf that analyzes modern industrial societies through the lens of power, authority, and class struggle.
  • A. Studies in the Evolution of Industrial Society
    Studies in the Evolution of Industrial Society is a scholarly work by economist Richard T. Ely that analyzes the historical development and social consequences of modern industrial capitalism.
  • B. A General Theory of Exploitation and Class
    A General Theory of Exploitation and Class is a foundational work in analytical Marxism that rigorously reconstructs Marxist class and exploitation theory using formal economic and philosophical methods.
  • C. History and Class Consciousness
    History and Class Consciousness is a seminal 1923 collection of Marxist essays by György Lukács that introduced influential concepts such as reification and class consciousness, profoundly shaping Western Marxist theory.
  • D. The New Industrial State
    The New Industrial State is a landmark economic and social critique by John Kenneth Galbraith that analyzes the power of large corporations and technocratic planning in modern industrial economies.
  • E. The Industrial Society
    The Industrial Society is a sociological work by Raymond Aron that analyzes the structures, dynamics, and implications of modern industrialized 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_69c6882a5b5c8190917a7db9ed36bad1 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d62992908190996efab71cbf70f0 completed March 27, 2026, 7:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723fab0a4819080d7cd9cb4dddd33 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c724b7b31081909c2bab4a3ba6e9f9 completed March 28, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69c72536c4808190b9012e282cf02da4 completed March 28, 2026, 12:47 a.m.
Created at: March 27, 2026, 2:18 p.m.