Triple

T10647572
Position Surface form Disambiguated ID Type / Status
Subject Christopher Cerf E250875 entity
Predicate notableWork P4 FINISHED
Object The Experts Speak: The Definitive Compendium of Authoritative Misinformation
The Experts Speak: The Definitive Compendium of Authoritative Misinformation is a satirical reference book that compiles famously wrong predictions, statements, and expert pronouncements to highlight the fallibility of authority.
E878200 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 Experts Speak: The Definitive Compendium of Authoritative Misinformation | Statement: [Christopher Cerf, notableWork, The Experts Speak: The Definitive Compendium of Authoritative Misinformation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Experts Speak: The Definitive Compendium of Authoritative Misinformation
Context triple: [Christopher Cerf, notableWork, The Experts Speak: The Definitive Compendium of Authoritative Misinformation]
  • A. 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.
  • B. The Challenge of Facts
    "The Challenge of Facts" is an influential essay by American sociologist and classical liberal thinker William Graham Sumner that critiques moralistic interference in social and economic processes and defends empirical, scientific analysis of society.
  • C. The Age of Spin
    The Age of Spin is a 2017 Netflix stand-up comedy special by Dave Chappelle that marked his high-profile return to long-form televised comedy.
  • D. Beyond the Messy Truth
    Beyond the Messy Truth is a political book by commentator Van Jones that examines America’s partisan divide and proposes ways to build common ground across ideological lines.
  • E. 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.
  • 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 Experts Speak: The Definitive Compendium of Authoritative Misinformation
Triple: [Christopher Cerf, notableWork, The Experts Speak: The Definitive Compendium of Authoritative Misinformation]
Generated description
The Experts Speak: The Definitive Compendium of Authoritative Misinformation is a satirical reference book that compiles famously wrong predictions, statements, and expert pronouncements to highlight the fallibility of authority.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Experts Speak: The Definitive Compendium of Authoritative Misinformation
Target entity description: The Experts Speak: The Definitive Compendium of Authoritative Misinformation is a satirical reference book that compiles famously wrong predictions, statements, and expert pronouncements to highlight the fallibility of authority.
  • A. 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.
  • B. The Challenge of Facts
    "The Challenge of Facts" is an influential essay by American sociologist and classical liberal thinker William Graham Sumner that critiques moralistic interference in social and economic processes and defends empirical, scientific analysis of society.
  • C. The Age of Spin
    The Age of Spin is a 2017 Netflix stand-up comedy special by Dave Chappelle that marked his high-profile return to long-form televised comedy.
  • D. Beyond the Messy Truth
    Beyond the Messy Truth is a political book by commentator Van Jones that examines America’s partisan divide and proposes ways to build common ground across ideological lines.
  • E. 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.
  • 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_69d6aa5a4c4881908f39be6efe5981e5 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dfe29b8081908eb13637e0475ba1 completed April 8, 2026, 11:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69d97a580d388190aea5edadd4afc0d1 completed April 10, 2026, 10:31 p.m.
NEDg Description generation batch_69d97cc20448819094d650b9c1067dca completed April 10, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d97e0cda0c8190af5013b971b2ad3c completed April 10, 2026, 10:47 p.m.
Created at: April 8, 2026, 9:05 p.m.