Triple

T12986346
Position Surface form Disambiguated ID Type / Status
Subject Raymond Williams E321775 entity
Predicate notableWork P4 FINISHED
Object Marxism and Literature
Marxism and Literature is a seminal work of cultural theory by Raymond Williams that explores the relationship between Marxist thought, language, and literary and cultural production.
E1012984 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: Marxism and Literature | Statement: [Raymond Williams, notableWork, Marxism and Literature]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marxism and Literature
Context triple: [Raymond Williams, notableWork, Marxism and Literature]
  • A. Marxism and Form
    Marxism and Form is a seminal work of literary and cultural theory in which Fredric Jameson analyzes Western Marxist thinkers to explore the relationship between Marxism, philosophy, and aesthetic form.
  • B. Literature and Revolution
    Literature and Revolution is Leon Trotsky’s influential 1920s work of literary criticism that analyzes the relationship between art, culture, and socialist revolution.
  • C. In Theory: Classes, Nations, Literatures
    In Theory: Classes, Nations, Literatures is a landmark work of Marxist literary and cultural criticism by Aijaz Ahmad that offers a rigorous critique of postcolonial theory and its relationship to nationalism, class, and global capitalism.
  • D. Critical Theory, Marxism, and Modernity
    "Critical Theory, Marxism, and Modernity" is a scholarly work by Douglas Kellner that examines the development and relevance of Marxist and critical theory traditions in analyzing the structures and crises of modern and contemporary society.
  • E. 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.
  • 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: Marxism and Literature
Triple: [Raymond Williams, notableWork, Marxism and Literature]
Generated description
Marxism and Literature is a seminal work of cultural theory by Raymond Williams that explores the relationship between Marxist thought, language, and literary and cultural production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marxism and Literature
Target entity description: Marxism and Literature is a seminal work of cultural theory by Raymond Williams that explores the relationship between Marxist thought, language, and literary and cultural production.
  • A. Marxism and Form
    Marxism and Form is a seminal work of literary and cultural theory in which Fredric Jameson analyzes Western Marxist thinkers to explore the relationship between Marxism, philosophy, and aesthetic form.
  • B. Literature and Revolution
    Literature and Revolution is Leon Trotsky’s influential 1920s work of literary criticism that analyzes the relationship between art, culture, and socialist revolution.
  • C. In Theory: Classes, Nations, Literatures
    In Theory: Classes, Nations, Literatures is a landmark work of Marxist literary and cultural criticism by Aijaz Ahmad that offers a rigorous critique of postcolonial theory and its relationship to nationalism, class, and global capitalism.
  • D. Critical Theory, Marxism, and Modernity
    "Critical Theory, Marxism, and Modernity" is a scholarly work by Douglas Kellner that examines the development and relevance of Marxist and critical theory traditions in analyzing the structures and crises of modern and contemporary society.
  • E. 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.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e5f47ec8190b39107bc016f9824 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8f6245c8190867417c3ef1852e5 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6ba3daefc81908eca79fd4a8df89f completed May 3, 2026, 3 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb2602848190b9588134c71d0ef4 completed May 3, 2026, 3:04 a.m.
Created at: April 9, 2026, 8:40 p.m.