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.