Triple

T13535101
Position Surface form Disambiguated ID Type / Status
Subject Erik Olin Wright E323239 entity
Predicate notableWork P4 FINISHED
Object Approaches to Class Analysis
Approaches to Class Analysis is a sociological work by Erik Olin Wright that systematically examines and compares different theoretical frameworks for understanding social class and class structure.
E1046562 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: Approaches to Class Analysis | Statement: [Erik Olin Wright, notableWork, Approaches to Class Analysis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Approaches to Class Analysis
Context triple: [Erik Olin Wright, notableWork, Approaches to Class Analysis]
  • A. Classes in Contemporary Capitalism
    Classes in Contemporary Capitalism is a major Marxist theoretical work by Nicos Poulantzas that analyzes the structure and dynamics of social classes in advanced capitalist societies.
  • 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. 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.
  • D. Towards the Understanding of Karl Marx
    Towards the Understanding of Karl Marx is a 1933 philosophical study by Sidney Hook that offers a critical, pragmatist interpretation of Karl Marx’s thought and its implications for modern social theory.
  • E. A Theoretical, Historical and Statistical Analysis of the Capitalist Process
    A Theoretical, Historical and Statistical Analysis of the Capitalist Process is the full subtitle of Joseph Schumpeter’s seminal work "Business Cycles," which examines the dynamics and development of capitalist economies over time.
  • 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: Approaches to Class Analysis
Triple: [Erik Olin Wright, notableWork, Approaches to Class Analysis]
Generated description
Approaches to Class Analysis is a sociological work by Erik Olin Wright that systematically examines and compares different theoretical frameworks for understanding social class and class structure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Approaches to Class Analysis
Target entity description: Approaches to Class Analysis is a sociological work by Erik Olin Wright that systematically examines and compares different theoretical frameworks for understanding social class and class structure.
  • A. Classes in Contemporary Capitalism
    Classes in Contemporary Capitalism is a major Marxist theoretical work by Nicos Poulantzas that analyzes the structure and dynamics of social classes in advanced capitalist societies.
  • 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. 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.
  • D. Towards the Understanding of Karl Marx
    Towards the Understanding of Karl Marx is a 1933 philosophical study by Sidney Hook that offers a critical, pragmatist interpretation of Karl Marx’s thought and its implications for modern social theory.
  • E. A Theoretical, Historical and Statistical Analysis of the Capitalist Process
    A Theoretical, Historical and Statistical Analysis of the Capitalist Process is the full subtitle of Joseph Schumpeter’s seminal work "Business Cycles," which examines the dynamics and development of capitalist economies over time.
  • 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_69d8076776248190bdf0d4fa1f85a5fc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbafbcad2881909fb7490311807f75 completed April 12, 2026, 2:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d9a448c81908fa57a909a9097f7 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75e7d8970819092116ae7a769ac21 completed May 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69f75f35c6008190b88e14feddb93a1d completed May 3, 2026, 2:44 p.m.
Created at: April 9, 2026, 9:44 p.m.