Triple
T6824779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aijaz Ahmad |
E156986
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E622320
|
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: In Theory: Classes, Nations, Literatures | Statement: [Aijaz Ahmad, notableWork, In Theory: Classes, Nations, Literatures]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: In Theory: Classes, Nations, Literatures Context triple: [Aijaz Ahmad, notableWork, In Theory: Classes, Nations, Literatures]
-
A.
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.
-
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.
The Theory of the Novel
The Theory of the Novel is a seminal early 20th-century work of literary theory that analyzes the historical development and philosophical significance of the novel as a modern epic form.
-
D.
The Norton Anthology of Theory and Criticism
The Norton Anthology of Theory and Criticism is a widely used academic collection that brings together key texts and authors in literary and cultural theory from classical antiquity to the present.
-
E.
The General Idea of the Revolution in the Nineteenth Century
The General Idea of the Revolution in the Nineteenth Century is a seminal 1851 political treatise by Pierre-Joseph Proudhon that articulates his anarchist vision of social and economic reorganization without centralized state authority.
- 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: In Theory: Classes, Nations, Literatures Triple: [Aijaz Ahmad, notableWork, In Theory: Classes, Nations, Literatures]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: In Theory: Classes, Nations, Literatures Target entity description: 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.
-
A.
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.
-
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.
The Theory of the Novel
The Theory of the Novel is a seminal early 20th-century work of literary theory that analyzes the historical development and philosophical significance of the novel as a modern epic form.
-
D.
The Norton Anthology of Theory and Criticism
The Norton Anthology of Theory and Criticism is a widely used academic collection that brings together key texts and authors in literary and cultural theory from classical antiquity to the present.
-
E.
The General Idea of the Revolution in the Nineteenth Century
The General Idea of the Revolution in the Nineteenth Century is a seminal 1851 political treatise by Pierre-Joseph Proudhon that articulates his anarchist vision of social and economic reorganization without centralized state authority.
- 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_69c6882a5b5c8190917a7db9ed36bad1 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d581ea5881908ba78c6bf1ce58ee |
completed | March 27, 2026, 7:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c723ee0e94819095a678e1073869d5 |
completed | March 28, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69c7254674008190972b4f8619b28776 |
completed | March 28, 2026, 12:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c725be2ad881908e97017baabbd854 |
completed | March 28, 2026, 12:50 a.m. |
Created at: March 27, 2026, 2:18 p.m.