Triple

T23259266
Position Surface form Disambiguated ID Type / Status
Subject ReganBooks E581958 entity
Predicate notablePublication P4 FINISHED
Object How to Talk to a Liberal (If You Must) NE NERFINISHED

How this triple was built (3 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: How to Talk to a Liberal (If You Must) | Statement: [ReganBooks, notablePublication, How to Talk to a Liberal (If You Must)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How to Talk to a Liberal (If You Must)
Context triple: [ReganBooks, notablePublication, How to Talk to a Liberal (If You Must)]
  • A. The Conscience of a Liberal
    The Conscience of a Liberal is a political and economic book by Paul Krugman that argues for a robust welfare state, progressive taxation, and policies to reduce inequality in the United States.
  • B. The Faith of an Unrepentant Liberal
    The Faith of an Unrepentant Liberal is a collection of essays by Unitarian minister and social activist A. Powell Davies that articulates his progressive religious and political philosophy.
  • C. God and Other Famous Liberals
    "God and Other Famous Liberals" is a book by Unitarian Universalist minister and theologian Forrest Church that explores the intersection of religious faith, liberal values, and American public life.
  • D. The Dying Art of Disagreement
    The Dying Art of Disagreement is an essay by columnist Bret Stephens that argues for the importance of civil discourse, intellectual humility, and rigorous debate in a polarized society.
  • E. The Myth of the Liberal Media
    The Myth of the Liberal Media is a critical work that challenges the notion of media objectivity in the United States, arguing that mainstream news outlets systematically reflect and reinforce corporate and elite interests.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How to Talk to a Liberal (If You Must)
Target entity description: How to Talk to a Liberal (If You Must) is a political book by conservative commentator Ann Coulter that offers polemical critiques of liberal ideology and media bias.
  • A. The Conscience of a Liberal
    The Conscience of a Liberal is a political and economic book by Paul Krugman that argues for a robust welfare state, progressive taxation, and policies to reduce inequality in the United States.
  • B. The Faith of an Unrepentant Liberal
    The Faith of an Unrepentant Liberal is a collection of essays by Unitarian minister and social activist A. Powell Davies that articulates his progressive religious and political philosophy.
  • C. God and Other Famous Liberals
    "God and Other Famous Liberals" is a book by Unitarian Universalist minister and theologian Forrest Church that explores the intersection of religious faith, liberal values, and American public life.
  • D. The Dying Art of Disagreement
    The Dying Art of Disagreement is an essay by columnist Bret Stephens that argues for the importance of civil discourse, intellectual humility, and rigorous debate in a polarized society.
  • E. The Myth of the Liberal Media
    The Myth of the Liberal Media is a critical work that challenges the notion of media objectivity in the United States, arguing that mainstream news outlets systematically reflect and reinforce corporate and elite interests.
  • F. None of above. chosen

Provenance (2 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_69e246079f58819085eaa9c260906880 completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f194c7ec148190b01fd215a0c1daa1 completed April 29, 2026, 5:19 a.m.
Created at: April 17, 2026, 4:11 p.m.