Triple

T3153909
Position Surface form Disambiguated ID Type / Status
Subject Gabrielle Union E65939 entity
Predicate notableWork P4 FINISHED
Object Bad Boys II
Bad Boys II is a 2003 action-comedy film starring Will Smith and Martin Lawrence as Miami detectives in a high-octane sequel directed by Michael Bay.
 E331413 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: Bad Boys II | Statement: [Gabrielle Union, notableWork, Bad Boys II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Boys II
Context triple: [Gabrielle Union, notableWork, Bad Boys II]
  • A. Bad Boys for Life
    Bad Boys for Life is a 2020 action-comedy film in the Bad Boys franchise, following Miami detectives Mike Lowrey and Marcus Burnett as they confront a vengeful cartel.
  • B. Bad Boys era
    The Bad Boys era refers to the late-1980s and early-1990s period of the Detroit Pistons, known for their physical, defense-first style of play and back-to-back NBA championships led by stars like Isiah Thomas, Bill Laimbeer, and Dennis Rodman.
  • C. The Bad Boys from Boston
    The Bad Boys from Boston is a nickname for Aerosmith, the influential American rock band known for their blues-based hard rock sound and energetic performances.
  • D. The Last Boy Scout
    The Last Boy Scout is a 1991 action-comedy film starring Bruce Willis as a down-on-his-luck private detective who teams up with a disgraced ex-football player to uncover a deadly conspiracy involving professional sports and political corruption.
  • E. Beverly Hills Cop III
    Beverly Hills Cop III is a 1994 action-comedy film and the third installment in the Beverly Hills Cop series, featuring Eddie Murphy as Detroit detective Axel Foley on a case that leads him to a Los Angeles amusement park.
  • 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: Bad Boys II
Triple: [Gabrielle Union, notableWork, Bad Boys II]
Generated description
Bad Boys II is a 2003 action-comedy film starring Will Smith and Martin Lawrence as Miami detectives in a high-octane sequel directed by Michael Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Boys II
Target entity description: Bad Boys II is a 2003 action-comedy film starring Will Smith and Martin Lawrence as Miami detectives in a high-octane sequel directed by Michael Bay.
  • A. Bad Boys for Life
    Bad Boys for Life is a 2020 action-comedy film in the Bad Boys franchise, following Miami detectives Mike Lowrey and Marcus Burnett as they confront a vengeful cartel.
  • B. Bad Boys era
    The Bad Boys era refers to the late-1980s and early-1990s period of the Detroit Pistons, known for their physical, defense-first style of play and back-to-back NBA championships led by stars like Isiah Thomas, Bill Laimbeer, and Dennis Rodman.
  • C. The Bad Boys from Boston
    The Bad Boys from Boston is a nickname for Aerosmith, the influential American rock band known for their blues-based hard rock sound and energetic performances.
  • D. The Last Boy Scout
    The Last Boy Scout is a 1991 action-comedy film starring Bruce Willis as a down-on-his-luck private detective who teams up with a disgraced ex-football player to uncover a deadly conspiracy involving professional sports and political corruption.
  • E. Beverly Hills Cop III
    Beverly Hills Cop III is a 1994 action-comedy film and the third installment in the Beverly Hills Cop series, featuring Eddie Murphy as Detroit detective Axel Foley on a case that leads him to a Los Angeles amusement park.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5c3d6d481908c296e9e09c07f6f completed March 8, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b22503ba208190814ab2bfbe380c42 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225ee67c48190879edf50981641ab completed March 12, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b22659f79c81908f33769dff3cc57d completed March 12, 2026, 2:35 a.m.
Created at: March 8, 2026, 3:05 p.m.