Triple

T11820978

Position	Surface form	Disambiguated ID	Type / Status
Subject	Steven Best	`E281125`	entity
Predicate	notableWork	`P4`	FINISHED
Object	The Politics of Total Liberation The Politics of Total Liberation is a philosophical and political work by Steven Best that argues for a unified struggle against interconnected forms of oppression affecting humans, nonhuman animals, and the environment.	`E948282`	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 Politics of Total Liberation | Statement: [Steven Best, notableWork, The Politics of Total Liberation]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: The Politics of Total Liberation
Context triple: [Steven Best, notableWork, The Politics of Total Liberation]

A. An Essay on Liberation
An Essay on Liberation is a 1969 philosophical work by Herbert Marcuse that critiques advanced industrial society and explores the possibilities for radical social transformation and human emancipation.
B. Means Without End: Notes on Politics
Means Without End: Notes on Politics is a collection of essays by Italian philosopher Giorgio Agamben that explores themes such as biopolitics, state power, and the nature of contemporary political life.
C. The Dialectic of Freedom
The Dialectic of Freedom is a philosophical work by educator Maxine Greene that explores the nature of human freedom through the lenses of education, imagination, and social justice.
D. Black Power: The Politics of Liberation
Black Power: The Politics of Liberation is a seminal 1967 political text by Stokely Carmichael and Charles V. Hamilton that articulates the philosophy, goals, and strategies of the Black Power movement in the United States.
E. Toward Full Freedom
Toward Full Freedom is a significant work by civil rights activist Mary White Ovington that reflects her advocacy for racial equality and social justice in the United States.
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 Politics of Total Liberation
Triple: [Steven Best, notableWork, The Politics of Total Liberation]

Generated description

The Politics of Total Liberation is a philosophical and political work by Steven Best that argues for a unified struggle against interconnected forms of oppression affecting humans, nonhuman animals, and the environment.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: The Politics of Total Liberation
Target entity description: The Politics of Total Liberation is a philosophical and political work by Steven Best that argues for a unified struggle against interconnected forms of oppression affecting humans, nonhuman animals, and the environment.

A. An Essay on Liberation
An Essay on Liberation is a 1969 philosophical work by Herbert Marcuse that critiques advanced industrial society and explores the possibilities for radical social transformation and human emancipation.
B. Means Without End: Notes on Politics
Means Without End: Notes on Politics is a collection of essays by Italian philosopher Giorgio Agamben that explores themes such as biopolitics, state power, and the nature of contemporary political life.
C. The Dialectic of Freedom
The Dialectic of Freedom is a philosophical work by educator Maxine Greene that explores the nature of human freedom through the lenses of education, imagination, and social justice.
D. Black Power: The Politics of Liberation
Black Power: The Politics of Liberation is a seminal 1967 political text by Stokely Carmichael and Charles V. Hamilton that articulates the philosophy, goals, and strategies of the Black Power movement in the United States.
E. Toward Full Freedom
Toward Full Freedom is a significant work by civil rights activist Mary White Ovington that reflects her advocacy for racial equality and social justice in the United States.
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_69d6ab26aae88190b2489efcb2a24234`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d8a5e87e488190905bc3bb6d721e56`	completed	April 10, 2026, 7:25 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f131e1891081909cfbd9e2eb168808`	completed	April 28, 2026, 10:17 p.m.
NEDg	Description generation	`batch_69f14e8a1b788190a1704d6e102342e3`	completed	April 29, 2026, 12:19 a.m.
NED2	Entity disambiguation (via description)	`batch_69f15715a1588190ba0ec21647adc57c`	completed	April 29, 2026, 12:55 a.m.

Created at: April 8, 2026, 9:42 p.m.