Triple

T9280595
Position Surface form Disambiguated ID Type / Status
Subject Al Franken (guest host) E223055 entity
Predicate notableWork P4 FINISHED
Object Rush Limbaugh Is a Big Fat Idiot and Other Observations
Rush Limbaugh Is a Big Fat Idiot and Other Observations is a satirical political book by comedian and commentator Al Franken that critiques conservative media and Republican politics in the United States.
E789289 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: Rush Limbaugh Is a Big Fat Idiot and Other Observations | Statement: [Al Franken (guest host), notableWork, Rush Limbaugh Is a Big Fat Idiot and Other Observations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rush Limbaugh Is a Big Fat Idiot and Other Observations
Context triple: [Al Franken (guest host), notableWork, Rush Limbaugh Is a Big Fat Idiot and Other Observations]
  • A. The Problem with Jon Stewart
    The Problem with Jon Stewart is a current affairs television series in which comedian and former Daily Show host Jon Stewart uses in-depth interviews and satire to examine complex social and political issues.
  • B. 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.
  • 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 Conscience of a Conservative
    The Conscience of a Conservative is a 1960 political book that helped define modern American conservatism and popularized Barry Goldwater’s limited-government, anti-communist philosophy.
  • E. The Great American Lie
    The Great American Lie is a documentary film that examines economic inequality and the cultural values underpinning the American Dream, directed by filmmaker and activist Jennifer Siebel Newsom.
  • 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: Rush Limbaugh Is a Big Fat Idiot and Other Observations
Triple: [Al Franken (guest host), notableWork, Rush Limbaugh Is a Big Fat Idiot and Other Observations]
Generated description
Rush Limbaugh Is a Big Fat Idiot and Other Observations is a satirical political book by comedian and commentator Al Franken that critiques conservative media and Republican politics in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rush Limbaugh Is a Big Fat Idiot and Other Observations
Target entity description: Rush Limbaugh Is a Big Fat Idiot and Other Observations is a satirical political book by comedian and commentator Al Franken that critiques conservative media and Republican politics in the United States.
  • A. The Problem with Jon Stewart
    The Problem with Jon Stewart is a current affairs television series in which comedian and former Daily Show host Jon Stewart uses in-depth interviews and satire to examine complex social and political issues.
  • B. 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.
  • 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 Conscience of a Conservative
    The Conscience of a Conservative is a 1960 political book that helped define modern American conservatism and popularized Barry Goldwater’s limited-government, anti-communist philosophy.
  • E. The Great American Lie
    The Great American Lie is a documentary film that examines economic inequality and the cultural values underpinning the American Dream, directed by filmmaker and activist Jennifer Siebel Newsom.
  • 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_69ca842123588190b3f2e1a69037d141 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd07cd9a1c8190af0521baa428ce10 completed April 1, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0b1fef1508190a9bf1a55dd39c0ac completed April 4, 2026, 6:38 a.m.
NEDg Description generation batch_69d0b2e45674819091c7e1102c8844a5 completed April 4, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69d0b36590088190a92401d5f6c4c947 completed April 4, 2026, 6:44 a.m.
Created at: March 30, 2026, 7:34 p.m.