Triple

T3224058
Position Surface form Disambiguated ID Type / Status
Subject Douglas Kellner E67579 entity
Predicate notableWork P4 FINISHED
Object Herbert Marcuse and the Crisis of Marxism
"Herbert Marcuse and the Crisis of Marxism" is a critical study by Douglas Kellner that examines Herbert Marcuse’s thought and its implications for the development and challenges of Marxist theory in the late 20th century.
E338742 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: Herbert Marcuse and the Crisis of Marxism | Statement: [Douglas Kellner, notableWork, Herbert Marcuse and the Crisis of Marxism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herbert Marcuse and the Crisis of Marxism
Context triple: [Douglas Kellner, notableWork, Herbert Marcuse and the Crisis of Marxism]
  • A. The Decomposition of Marxism
    The Decomposition of Marxism is a 1908 work by French theorist Georges Sorel that critically examines and challenges orthodox Marxist doctrine, helping to shape later revolutionary syndicalist and anti-determinist thought.
  • B. Making Sense of Marx
    Making Sense of Marx is a major work of political philosophy by Jon Elster that offers a rigorous, analytical reconstruction and critique of Karl Marx’s theories.
  • C. The Ethical Dimensions of Marxist Thought
    The Ethical Dimensions of Marxist Thought is a scholarly work by Cornel West that explores the moral and philosophical foundations and implications of Marxist theory.
  • D. Critique of Dialectical Reason
    Critique of Dialectical Reason is a major philosophical work by Jean-Paul Sartre that attempts to reconcile existentialism with Marxism through an analysis of history, freedom, and social structures.
  • E. Karl Marx and the Close of His System
    "Karl Marx and the Close of His System" is a seminal 1896 critique by Austrian economist Eugen von Böhm-Bawerk that challenges the internal consistency and value theory of Karl Marx’s economic 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: Herbert Marcuse and the Crisis of Marxism
Triple: [Douglas Kellner, notableWork, Herbert Marcuse and the Crisis of Marxism]
Generated description
"Herbert Marcuse and the Crisis of Marxism" is a critical study by Douglas Kellner that examines Herbert Marcuse’s thought and its implications for the development and challenges of Marxist theory in the late 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herbert Marcuse and the Crisis of Marxism
Target entity description: "Herbert Marcuse and the Crisis of Marxism" is a critical study by Douglas Kellner that examines Herbert Marcuse’s thought and its implications for the development and challenges of Marxist theory in the late 20th century.
  • A. The Decomposition of Marxism
    The Decomposition of Marxism is a 1908 work by French theorist Georges Sorel that critically examines and challenges orthodox Marxist doctrine, helping to shape later revolutionary syndicalist and anti-determinist thought.
  • B. Making Sense of Marx
    Making Sense of Marx is a major work of political philosophy by Jon Elster that offers a rigorous, analytical reconstruction and critique of Karl Marx’s theories.
  • C. The Ethical Dimensions of Marxist Thought
    The Ethical Dimensions of Marxist Thought is a scholarly work by Cornel West that explores the moral and philosophical foundations and implications of Marxist theory.
  • D. Critique of Dialectical Reason
    Critique of Dialectical Reason is a major philosophical work by Jean-Paul Sartre that attempts to reconcile existentialism with Marxism through an analysis of history, freedom, and social structures.
  • E. Karl Marx and the Close of His System
    "Karl Marx and the Close of His System" is a seminal 1896 critique by Austrian economist Eugen von Böhm-Bawerk that challenges the internal consistency and value theory of Karl Marx’s economic 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_69ad858b8adc8190ad989712c87a476b completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adae1ae8f08190880d0f0e8539cdbc completed March 8, 2026, 5:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2625a22148190927b2a63ae3fc726 completed March 12, 2026, 6:51 a.m.
NEDg Description generation batch_69b264c6022c81908b3235e88a7ed27f completed March 12, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b268bd0d3c8190a60dda0a9086c0cc completed March 12, 2026, 7:18 a.m.
Created at: March 8, 2026, 3:08 p.m.