Triple

T12184172
Position Surface form Disambiguated ID Type / Status
Subject Cass Sunstein E290289 entity
Predicate notableWork P4 FINISHED
Object Liars: Falsehoods and Free Speech in an Age of Deception
"Liars: Falsehoods and Free Speech in an Age of Deception" is a nonfiction book by legal scholar Cass Sunstein that examines how democracies should handle lies and misinformation while preserving the core values of free expression.
E967675 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: Liars: Falsehoods and Free Speech in an Age of Deception | Statement: [Cass Sunstein, notableWork, Liars: Falsehoods and Free Speech in an Age of Deception]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liars: Falsehoods and Free Speech in an Age of Deception
Context triple: [Cass Sunstein, notableWork, Liars: Falsehoods and Free Speech in an Age of Deception]
  • A. Telling Lies in America
    Telling Lies in America is a 1997 coming-of-age drama film about a Hungarian immigrant teenager in 1960s Cleveland who becomes entangled with a corrupt radio DJ.
  • B. The Art of Political Lying
    The Art of Political Lying is a satirical 1712 pamphlet by John Arbuthnot that mockingly analyzes and exposes the techniques and absurdities of political deception in early 18th-century Britain.
  • C. The Death of Truth: Notes on Falsehood in the Age of Trump
    "The Death of Truth: Notes on Falsehood in the Age of Trump" is a nonfiction book that examines the erosion of objective truth, the rise of propaganda and conspiracy thinking, and their impact on American democracy in the Trump era.
  • D. The Invention of Lying
    The Invention of Lying is a 2009 high-concept romantic comedy film set in a world where no one can lie until one man discovers deception, leading to profound social and personal consequences.
  • E. Time for Truth: Living Free in a World of Lies, Hype, and Spin
    "Time for Truth: Living Free in a World of Lies, Hype, and Spin" is a Christian philosophical book by Os Guinness that examines the nature and importance of truth in contemporary culture and challenges readers to resist relativism and deception.
  • 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: Liars: Falsehoods and Free Speech in an Age of Deception
Triple: [Cass Sunstein, notableWork, Liars: Falsehoods and Free Speech in an Age of Deception]
Generated description
"Liars: Falsehoods and Free Speech in an Age of Deception" is a nonfiction book by legal scholar Cass Sunstein that examines how democracies should handle lies and misinformation while preserving the core values of free expression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liars: Falsehoods and Free Speech in an Age of Deception
Target entity description: "Liars: Falsehoods and Free Speech in an Age of Deception" is a nonfiction book by legal scholar Cass Sunstein that examines how democracies should handle lies and misinformation while preserving the core values of free expression.
  • A. Telling Lies in America
    Telling Lies in America is a 1997 coming-of-age drama film about a Hungarian immigrant teenager in 1960s Cleveland who becomes entangled with a corrupt radio DJ.
  • B. The Art of Political Lying
    The Art of Political Lying is a satirical 1712 pamphlet by John Arbuthnot that mockingly analyzes and exposes the techniques and absurdities of political deception in early 18th-century Britain.
  • C. The Death of Truth: Notes on Falsehood in the Age of Trump
    "The Death of Truth: Notes on Falsehood in the Age of Trump" is a nonfiction book that examines the erosion of objective truth, the rise of propaganda and conspiracy thinking, and their impact on American democracy in the Trump era.
  • D. The Invention of Lying
    The Invention of Lying is a 2009 high-concept romantic comedy film set in a world where no one can lie until one man discovers deception, leading to profound social and personal consequences.
  • E. Time for Truth: Living Free in a World of Lies, Hype, and Spin
    "Time for Truth: Living Free in a World of Lies, Hype, and Spin" is a Christian philosophical book by Os Guinness that examines the nature and importance of truth in contemporary culture and challenges readers to resist relativism and deception.
  • 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_69d6ab64de5881908d56eb7a75c6cc69 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d915ffe644819085f4eb64802fe349 completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6aecb0881909084f3ff2a9e52ea completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7e1788190b1df4fdfd96118d0 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f604c4ef7c8190bc128b1aa535744d completed May 2, 2026, 2:05 p.m.
Created at: April 8, 2026, 9:50 p.m.