Triple

T524022
Position Surface form Disambiguated ID Type / Status
Subject American Gangster E10877 entity
Predicate portrays P264 FINISHED
Object Bumpy Johnson
Bumpy Johnson was a notorious mid-20th-century Harlem crime boss known for his influence over the neighborhood’s underworld and connections to the Italian Mafia.
E74176 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: Bumpy Johnson | Statement: [American Gangster, portrays, Bumpy Johnson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bumpy Johnson
Context triple: [American Gangster, portrays, Bumpy Johnson]
  • A. Bill Cobbs
    Bill Cobbs is an American character actor known for his prolific supporting roles in film and television, including appearances in movies like "Night at the Museum," "Demolition Man," and "The Hudsucker Proxy."
  • B. Tuffy Rhodes
    Tuffy Rhodes is an American former professional baseball outfielder best known for his prolific power-hitting career in Nippon Professional Baseball, where he tied the single-season home run record.
  • C. Buddy Buie
    Buddy Buie was an American songwriter and producer best known for crafting numerous hits in the 1960s and 1970s, particularly with the Atlanta Rhythm Section and Classics IV.
  • D. Bill Klem
    Bill Klem was a pioneering Major League Baseball umpire, often called the "father of modern umpiring," known for his long career and influential role in shaping officiating standards.
  • E. Rallo Tubbs
    Rallo Tubbs is a precocious, sharp-tongued young boy and one of the central comedic characters in the animated sitcom "The Cleveland Show."
  • 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: Bumpy Johnson
Triple: [American Gangster, portrays, Bumpy Johnson]
Generated description
Bumpy Johnson was a notorious mid-20th-century Harlem crime boss known for his influence over the neighborhood’s underworld and connections to the Italian Mafia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bumpy Johnson
Target entity description: Bumpy Johnson was a notorious mid-20th-century Harlem crime boss known for his influence over the neighborhood’s underworld and connections to the Italian Mafia.
  • A. Bill Cobbs
    Bill Cobbs is an American character actor known for his prolific supporting roles in film and television, including appearances in movies like "Night at the Museum," "Demolition Man," and "The Hudsucker Proxy."
  • B. Tuffy Rhodes
    Tuffy Rhodes is an American former professional baseball outfielder best known for his prolific power-hitting career in Nippon Professional Baseball, where he tied the single-season home run record.
  • C. Buddy Buie
    Buddy Buie was an American songwriter and producer best known for crafting numerous hits in the 1960s and 1970s, particularly with the Atlanta Rhythm Section and Classics IV.
  • D. Bill Klem
    Bill Klem was a pioneering Major League Baseball umpire, often called the "father of modern umpiring," known for his long career and influential role in shaping officiating standards.
  • E. Rallo Tubbs
    Rallo Tubbs is a precocious, sharp-tongued young boy and one of the central comedic characters in the animated sitcom "The Cleveland Show."
  • 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_69a2e84b16c4819088d284c47c3a7968 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1b656c08190b387f21b06d99e68 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5154d3a70819097de31be3b753523 completed March 2, 2026, 4:42 a.m.
NEDg Description generation batch_69a516a9b95081908b7c947edd0ef268 completed March 2, 2026, 4:48 a.m.
NED2 Entity disambiguation (via description) batch_69a5173b405081908135a9b03e1bb11f completed March 2, 2026, 4:51 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.