Triple

T1099394
Position Surface form Disambiguated ID Type / Status
Subject Warren Beatty E24343 entity
Predicate notableWork P4 FINISHED
Object Bulworth
Bulworth is a 1998 satirical political comedy film, written, directed by, and starring Warren Beatty as a disillusioned U.S. senator who begins speaking bluntly on the campaign trail.
 E125979 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: Bulworth | Statement: [Warren Beatty, notableWork, Bulworth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bulworth
Context triple: [Warren Beatty, notableWork, Bulworth]
  • A. Anchorman: The Legend of Ron Burgundy
    Anchorman: The Legend of Ron Burgundy is a 2004 satirical comedy film that parodies 1970s television news culture through the absurd misadventures of an egotistical anchorman and his colleagues.
  • B. Tropic Thunder
    Tropic Thunder is a 2008 satirical action-comedy film that parodies Hollywood war movies and the film industry, featuring an ensemble cast including Ben Stiller, Jack Black, and Robert Downey Jr.
  • C. The Jerk
    The Jerk is a 1979 American comedy film starring Steve Martin as a naive, eccentric man whose rags-to-riches-to-rags journey showcases his signature absurdist humor.
  • D. Talladega Nights: The Ballad of Ricky Bobby
    Talladega Nights: The Ballad of Ricky Bobby is a 2006 sports comedy film that satirizes NASCAR culture through the story of an overconfident race car driver’s fall and redemption.
  • E. Anchorman 2: The Legend Continues
    Anchorman 2: The Legend Continues is a 2013 comedy film sequel that follows Ron Burgundy and his news team as they navigate the rise of 24-hour cable news.
  • 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: Bulworth
Triple: [Warren Beatty, notableWork, Bulworth]
Generated description
Bulworth is a 1998 satirical political comedy film, written, directed by, and starring Warren Beatty as a disillusioned U.S. senator who begins speaking bluntly on the campaign trail.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bulworth
Target entity description: Bulworth is a 1998 satirical political comedy film, written, directed by, and starring Warren Beatty as a disillusioned U.S. senator who begins speaking bluntly on the campaign trail.
  • A. Anchorman: The Legend of Ron Burgundy
    Anchorman: The Legend of Ron Burgundy is a 2004 satirical comedy film that parodies 1970s television news culture through the absurd misadventures of an egotistical anchorman and his colleagues.
  • B. Tropic Thunder
    Tropic Thunder is a 2008 satirical action-comedy film that parodies Hollywood war movies and the film industry, featuring an ensemble cast including Ben Stiller, Jack Black, and Robert Downey Jr.
  • C. The Jerk
    The Jerk is a 1979 American comedy film starring Steve Martin as a naive, eccentric man whose rags-to-riches-to-rags journey showcases his signature absurdist humor.
  • D. Talladega Nights: The Ballad of Ricky Bobby
    Talladega Nights: The Ballad of Ricky Bobby is a 2006 sports comedy film that satirizes NASCAR culture through the story of an overconfident race car driver’s fall and redemption.
  • E. Anchorman 2: The Legend Continues
    Anchorman 2: The Legend Continues is a 2013 comedy film sequel that follows Ron Burgundy and his news team as they navigate the rise of 24-hour cable news.
  • 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_69a4940542308190ac2a0b1f730b7cfc completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b9be92688190838ce35cd67e01f3 completed March 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac4c449e748190883cb7b9ba103d76 completed March 7, 2026, 4:03 p.m.
NEDg Description generation batch_69ac4cc47f808190a941b251715b4d64 completed March 7, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69ac4d6650f88190b9d4ee2fd5bc2f37 completed March 7, 2026, 4:08 p.m.
Created at: March 1, 2026, 7:43 p.m.