Triple

T23209885
Position Surface form Disambiguated ID Type / Status
Subject Big Bully E580560 entity
Predicate characterPlayedBy P1507 FINISHED
Object Roscoe Bigger – Tom Arnold
Roscoe Bigger is the main antagonist in the comedy film "Big Bully," portrayed by actor and comedian Tom Arnold as a former childhood bully whose life becomes entangled again with his old victim.
E1575175 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: Roscoe Bigger – Tom Arnold | Statement: [Big Bully, characterPlayedBy, Roscoe Bigger – Tom Arnold]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roscoe Bigger – Tom Arnold
Context triple: [Big Bully, characterPlayedBy, Roscoe Bigger – Tom Arnold]
  • A. Paul Giamatti as Kenny "Pig Vomit" Rushton
    Paul Giamatti as Kenny "Pig Vomit" Rushton is a memorable comedic portrayal of a strict, exasperated radio program director who clashes with Howard Stern in the biographical comedy film "Private Parts."
  • B. Mortimer Duke in Trading Places
    Mortimer Duke in *Trading Places* is a wealthy, manipulative commodities broker and one of the film’s primary antagonists who orchestrates a cruel social experiment for profit.
  • C. Morty Melnick in Meatballs
    Morty Melnick in *Meatballs* is the bumbling, put-upon head counselor at Camp North Star, known for his comedic misfortunes and exasperated attempts to maintain order amid the camp’s chaos.
  • D. Paul Giamatti as Mike Flaherty
    Paul Giamatti as Mike Flaherty is the lead performance in the film "Win Win," where he plays a struggling small-town lawyer and high school wrestling coach whose morally dubious decision upends his life.
  • E. Bill Sampson
    Bill Sampson is a successful theater director and the devoted younger lover of aging Broadway star Margo Channing in the classic film "All About Eve."
  • 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: Roscoe Bigger – Tom Arnold
Triple: [Big Bully, characterPlayedBy, Roscoe Bigger – Tom Arnold]
Generated description
Roscoe Bigger is the main antagonist in the comedy film "Big Bully," portrayed by actor and comedian Tom Arnold as a former childhood bully whose life becomes entangled again with his old victim.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roscoe Bigger – Tom Arnold
Target entity description: Roscoe Bigger is the main antagonist in the comedy film "Big Bully," portrayed by actor and comedian Tom Arnold as a former childhood bully whose life becomes entangled again with his old victim.
  • A. Paul Giamatti as Kenny "Pig Vomit" Rushton
    Paul Giamatti as Kenny "Pig Vomit" Rushton is a memorable comedic portrayal of a strict, exasperated radio program director who clashes with Howard Stern in the biographical comedy film "Private Parts."
  • B. Mortimer Duke in Trading Places
    Mortimer Duke in *Trading Places* is a wealthy, manipulative commodities broker and one of the film’s primary antagonists who orchestrates a cruel social experiment for profit.
  • C. Morty Melnick in Meatballs
    Morty Melnick in *Meatballs* is the bumbling, put-upon head counselor at Camp North Star, known for his comedic misfortunes and exasperated attempts to maintain order amid the camp’s chaos.
  • D. Paul Giamatti as Mike Flaherty
    Paul Giamatti as Mike Flaherty is the lead performance in the film "Win Win," where he plays a struggling small-town lawyer and high school wrestling coach whose morally dubious decision upends his life.
  • E. Bill Sampson
    Bill Sampson is a successful theater director and the devoted younger lover of aging Broadway star Margo Channing in the classic film "All About Eve."
  • 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_69e24602ae1481908aaa6bc7ca493867 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f191609c64819096ace0d286d36f76 completed April 29, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30c6a3688190a6569c98399d334f completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c3301e2d08190929ff173d720ebee completed May 19, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c3793c0d481908afb12f0cbf56f9b completed May 19, 2026, 10:12 a.m.
Created at: April 17, 2026, 4:07 p.m.