Triple

T8503659
Position Surface form Disambiguated ID Type / Status
Subject Bill Maher E201282 entity
Predicate notableWork P4 FINISHED
Object Politically Incorrect
Politically Incorrect was a satirical talk show hosted by Bill Maher that featured panel discussions on current events, politics, and social issues with a mix of celebrities, politicians, and pundits.
 E739183 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: Politically Incorrect | Statement: [Bill Maher, notableWork, Politically Incorrect]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Politically Incorrect
Context triple: [Bill Maher, notableWork, Politically Incorrect]
  • A. Unapologetic
    Unapologetic is Rihanna’s seventh studio album, a pop and R&B record known for its darker themes, genre-blending production, and the hit single “Diamonds.”
  • B. Wigger
    Wigger is a river in Switzerland that flows through the Aare basin as one of its tributaries.
  • C. Stupid White Men
    Stupid White Men is a bestselling political commentary book by Michael Moore that satirically criticizes American politics, corporate power, and social injustice.
  • D. Loose Canons
    Loose Canons is a collection of essays by Henry Louis Gates Jr. that examines issues of race, literature, and the Western canon in contemporary cultural debates.
  • E. Bicentennial Nigger
    Bicentennial Nigger is a 1976 stand-up comedy album by Richard Pryor that showcases his sharp, politically charged humor about race and American society.
  • 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: Politically Incorrect
Triple: [Bill Maher, notableWork, Politically Incorrect]
Generated description
Politically Incorrect was a satirical talk show hosted by Bill Maher that featured panel discussions on current events, politics, and social issues with a mix of celebrities, politicians, and pundits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Politically Incorrect
Target entity description: Politically Incorrect was a satirical talk show hosted by Bill Maher that featured panel discussions on current events, politics, and social issues with a mix of celebrities, politicians, and pundits.
  • A. Unapologetic
    Unapologetic is Rihanna’s seventh studio album, a pop and R&B record known for its darker themes, genre-blending production, and the hit single “Diamonds.”
  • B. Wigger
    Wigger is a river in Switzerland that flows through the Aare basin as one of its tributaries.
  • C. Stupid White Men
    Stupid White Men is a bestselling political commentary book by Michael Moore that satirically criticizes American politics, corporate power, and social injustice.
  • D. Loose Canons
    Loose Canons is a collection of essays by Henry Louis Gates Jr. that examines issues of race, literature, and the Western canon in contemporary cultural debates.
  • E. Bicentennial Nigger
    Bicentennial Nigger is a 1976 stand-up comedy album by Richard Pryor that showcases his sharp, politically charged humor about race and American society.
  • 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_69ca831fe47c8190b5c57b456d2aefa0 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe59d67d081908155a43b9b463fe3 completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e26a3108190a48b00c2927be971 completed April 2, 2026, 11:08 a.m.
NEDg Description generation batch_69ce4ff88ff48190a5641635187a9e4f completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce50fd3150819097562093bee78a6d completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:14 p.m.