Triple

T16800581
Position Surface form Disambiguated ID Type / Status
Subject Lucien Goldmann E408341 entity
Predicate notableWork P4 FINISHED
Object Marxisme et sciences humaines
Marxisme et sciences humaines is a seminal work of Marxist theory by Lucien Goldmann that explores the relationship between Marxism and the human sciences, particularly sociology, philosophy, and literary criticism.
E1232915 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: Marxisme et sciences humaines | Statement: [Lucien Goldmann, notableWork, Marxisme et sciences humaines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marxisme et sciences humaines
Context triple: [Lucien Goldmann, notableWork, Marxisme et sciences humaines]
  • 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. 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.
  • C. Marx's Concept of Man
    "Marx's Concept of Man" is a philosophical work by Erich Fromm that interprets and humanistically analyzes Karl Marx’s ideas about human nature, freedom, and alienation.
  • D. Marxism Today
    Marxism Today was a prominent theoretical and political journal associated with the Communist Party of Great Britain that became influential in debates on Eurocommunism, cultural politics, and the modernization of the British left in the late 20th century.
  • E. Communisme : la mutation
    Communisme : la mutation is a political essay by French communist leader Robert Hue in which he outlines his vision for renewing and transforming contemporary communism.
  • 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: Marxisme et sciences humaines
Triple: [Lucien Goldmann, notableWork, Marxisme et sciences humaines]
Generated description
Marxisme et sciences humaines is a seminal work of Marxist theory by Lucien Goldmann that explores the relationship between Marxism and the human sciences, particularly sociology, philosophy, and literary criticism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marxisme et sciences humaines
Target entity description: Marxisme et sciences humaines is a seminal work of Marxist theory by Lucien Goldmann that explores the relationship between Marxism and the human sciences, particularly sociology, philosophy, and literary criticism.
  • 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. 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.
  • C. Marx's Concept of Man
    "Marx's Concept of Man" is a philosophical work by Erich Fromm that interprets and humanistically analyzes Karl Marx’s ideas about human nature, freedom, and alienation.
  • D. Marxism Today
    Marxism Today was a prominent theoretical and political journal associated with the Communist Party of Great Britain that became influential in debates on Eurocommunism, cultural politics, and the modernization of the British left in the late 20th century.
  • E. Communisme : la mutation
    Communisme : la mutation is a political essay by French communist leader Robert Hue in which he outlines his vision for renewing and transforming contemporary communism.
  • 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_69d88393905081908d00a86b99996ac8 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b2acd3548190a5f6ce7d1cf74117 completed April 18, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00ab1598dc81909fa5118e739a3291 completed May 10, 2026, 3:58 p.m.
NEDg Description generation batch_6a00ab7a9b448190bdaf460bbe5f8c2b completed May 10, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_6a00abf09fe4819082ee0c6c6f702822 completed May 10, 2026, 4:01 p.m.
Created at: April 10, 2026, 5:22 a.m.