Triple

T4529941
Position Surface form Disambiguated ID Type / Status
Subject Sidney Hook E106268 entity
Predicate notableWork P4 FINISHED
Object 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.
E450263 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: Towards the Understanding of Karl Marx | Statement: [Sidney Hook, notableWork, Towards the Understanding of Karl Marx]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Towards the Understanding of Karl Marx
Context triple: [Sidney Hook, notableWork, Towards the Understanding of Karl Marx]
  • A. 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.
  • B. 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.
  • C. From Hegel to Marx
    From Hegel to Marx is a philosophical study by Sidney Hook that traces the development of Karl Marx’s thought from its roots in Hegelian idealism to Marx’s mature materialist theory.
  • D. Karl Marx's Theory of History: A Defence
    Karl Marx's Theory of History: A Defence is a seminal work by G.A. Cohen that rigorously reconstructs and defends Marx’s historical materialism using the tools of analytic philosophy.
  • 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: Towards the Understanding of Karl Marx
Triple: [Sidney Hook, notableWork, Towards the Understanding of Karl Marx]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Towards the Understanding of Karl Marx
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. From Hegel to Marx
    From Hegel to Marx is a philosophical study by Sidney Hook that traces the development of Karl Marx’s thought from its roots in Hegelian idealism to Marx’s mature materialist theory.
  • D. Karl Marx's Theory of History: A Defence
    Karl Marx's Theory of History: A Defence is a seminal work by G.A. Cohen that rigorously reconstructs and defends Marx’s historical materialism using the tools of analytic philosophy.
  • 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_69bd43f3d6e08190a91824f833d51bbe completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd579ba4188190b4cef6e91772f7e5 completed March 20, 2026, 2:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdacd8d7b0819082c8797a2f819cd5 completed March 20, 2026, 8:23 p.m.
NEDg Description generation batch_69bdad97c9e0819093849c81fb2a3d8c completed March 20, 2026, 8:27 p.m.
NED2 Entity disambiguation (via description) batch_69bdae2dd51081909a24017a4b983f70 completed March 20, 2026, 8:29 p.m.
Created at: March 20, 2026, 1:03 p.m.