Triple

T9382514
Position Surface form Disambiguated ID Type / Status
Subject Nicos Poulantzas E225819 entity
Predicate notableWork P4 FINISHED
Object 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.
E795588 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: Classes in Contemporary Capitalism | Statement: [Nicos Poulantzas, notableWork, Classes in Contemporary Capitalism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Classes in Contemporary Capitalism
Context triple: [Nicos Poulantzas, notableWork, Classes in Contemporary Capitalism]
  • A. 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.
  • B. Accumulation and Stability Under Capitalism
    Accumulation and Stability Under Capitalism is an influential Marxian economic work by Prabhat Patnaik that analyzes how capitalist accumulation processes affect macroeconomic stability and crises.
  • C. 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.
  • D. The Evolution of Modern Capitalism
    The Evolution of Modern Capitalism is an influential economic treatise by J. A. Hobson that analyzes the development, structure, and social consequences of industrial capitalism in the late 19th and early 20th centuries.
  • E. The Economic Institutions of Capitalism
    The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
  • 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: Classes in Contemporary Capitalism
Triple: [Nicos Poulantzas, notableWork, Classes in Contemporary Capitalism]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Classes in Contemporary Capitalism
Target entity description: 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.
  • A. 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.
  • B. Accumulation and Stability Under Capitalism
    Accumulation and Stability Under Capitalism is an influential Marxian economic work by Prabhat Patnaik that analyzes how capitalist accumulation processes affect macroeconomic stability and crises.
  • C. 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.
  • D. The Evolution of Modern Capitalism
    The Evolution of Modern Capitalism is an influential economic treatise by J. A. Hobson that analyzes the development, structure, and social consequences of industrial capitalism in the late 19th and early 20th centuries.
  • E. The Economic Institutions of Capitalism
    The Economic Institutions of Capitalism is a seminal work in transaction cost economics that analyzes how firms, markets, and contractual arrangements are structured to govern economic transactions under capitalism.
  • 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_69ca842e9dcc8190a264119e683cfe04 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd50c11d648190b03cedbce0b72c60 completed April 1, 2026, 5:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d100ddec0c8190854fb5db36e840db completed April 4, 2026, 12:15 p.m.
NEDg Description generation batch_69d1018738ec819098ccb9b7d37bb967 completed April 4, 2026, 12:18 p.m.
NED2 Entity disambiguation (via description) batch_69d1024cfedc81908a97b5fe4970719a completed April 4, 2026, 12:21 p.m.
Created at: March 30, 2026, 7:44 p.m.