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.