Triple

T21934785
Position Surface form Disambiguated ID Type / Status
Subject Albert O. Hirschman E541659 entity
Predicate knownFor P22 FINISHED
Object The Rhetoric of Reaction
The Rhetoric of Reaction is a seminal political and social theory book by Albert O. Hirschman that analyzes and critiques the standard arguments conservatives use to oppose progressive reforms.
E1509279 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: The Rhetoric of Reaction | Statement: [Albert O. Hirschman, knownFor, The Rhetoric of Reaction]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Rhetoric of Reaction
Context triple: [Albert O. Hirschman, knownFor, The Rhetoric of Reaction]
  • A. The Philosophy of Rhetoric
    The Philosophy of Rhetoric is a seminal 1936 work by literary critic and philosopher I. A. Richards that explores the nature of meaning, interpretation, and communication in language.
  • B. The Uses of Argument
    The Uses of Argument is a foundational work in informal logic and argumentation theory in which Stephen Toulmin introduces his influential model for analyzing practical reasoning.
  • C. Excitable Speech: A Politics of the Performative
    Excitable Speech: A Politics of the Performative is a theoretical work by Judith Butler that examines how language acts as a form of power, focusing on hate speech, censorship, and the performative force of utterances in shaping political and social realities.
  • D. The Sense and Non-Sense of Revolt
    The Sense and Non-Sense of Revolt is a philosophical and psychoanalytic work by Julia Kristeva that explores the role of revolt, questioning, and negativity in subjectivity, culture, and contemporary society.
  • E. The Symbolic Uses of Politics
    The Symbolic Uses of Politics is a seminal work of political science that analyzes how political language, symbols, and rituals shape public perceptions and maintain power.
  • 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: The Rhetoric of Reaction
Triple: [Albert O. Hirschman, knownFor, The Rhetoric of Reaction]
Generated description
The Rhetoric of Reaction is a seminal political and social theory book by Albert O. Hirschman that analyzes and critiques the standard arguments conservatives use to oppose progressive reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Rhetoric of Reaction
Target entity description: The Rhetoric of Reaction is a seminal political and social theory book by Albert O. Hirschman that analyzes and critiques the standard arguments conservatives use to oppose progressive reforms.
  • A. The Philosophy of Rhetoric
    The Philosophy of Rhetoric is a seminal 1936 work by literary critic and philosopher I. A. Richards that explores the nature of meaning, interpretation, and communication in language.
  • B. The Uses of Argument
    The Uses of Argument is a foundational work in informal logic and argumentation theory in which Stephen Toulmin introduces his influential model for analyzing practical reasoning.
  • C. Excitable Speech: A Politics of the Performative
    Excitable Speech: A Politics of the Performative is a theoretical work by Judith Butler that examines how language acts as a form of power, focusing on hate speech, censorship, and the performative force of utterances in shaping political and social realities.
  • D. The Sense and Non-Sense of Revolt
    The Sense and Non-Sense of Revolt is a philosophical and psychoanalytic work by Julia Kristeva that explores the role of revolt, questioning, and negativity in subjectivity, culture, and contemporary society.
  • E. The Symbolic Uses of Politics
    The Symbolic Uses of Politics is a seminal work of political science that analyzes how political language, symbols, and rituals shape public perceptions and maintain power.
  • 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_69e0c47e2e5c81909a7f74ce3de50911 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f12402f7ac81909b14586a46d971bb completed April 28, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a60e8668c8190822cb376e2633213 completed May 18, 2026, 12:44 a.m.
NEDg Description generation batch_6a0a619fa5048190a78af846d4576c46 completed May 18, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_6a0a62097c2c8190a223c257b4bbc28e completed May 18, 2026, 12:49 a.m.
Created at: April 16, 2026, 7:51 p.m.