Triple

T6824803
Position Surface form Disambiguated ID Type / Status
Subject Aijaz Ahmad E156986 entity
Predicate wrote P2831 FINISHED
Object In Theory: Classes, Nations, Literatures E622320 NE FINISHED

How this triple was built (2 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, wrote, 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, wrote, In Theory: Classes, Nations, Literatures]
  • A. In Theory: Classes, Nations, Literatures chosen
    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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c72fa6fc80819081f012ea2207c25a completed March 28, 2026, 1:32 a.m.
Created at: March 27, 2026, 2:18 p.m.