Triple

T6994589
Position Surface form Disambiguated ID Type / Status
Subject Kim Coates E162176 entity
Predicate notableWork P4 FINISHED
Object Bad Boys
Bad Boys is a 1995 American buddy-cop action-comedy film starring Will Smith and Martin Lawrence as Miami detectives battling drug traffickers.
 E393940 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 | Statement: [Kim Coates, notableWork, Bad Boys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Boys
Context triple: [Kim Coates, notableWork, Bad Boys]
  • A. Bad Boys
    Bad Boys is a 1995 action-comedy film starring Will Smith and Martin Lawrence as Miami detectives, known for its high-octane action, buddy-cop humor, and launch of a successful film franchise.
  • B. 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.
  • C. Bad Boys: Ride or Die
    Bad Boys: Ride or Die is a 2024 action-comedy film in the Bad Boys franchise, reuniting Will Smith and Martin Lawrence as Miami detectives in a new high-stakes adventure.
  • D. 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.
  • E. 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.
  • 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
Triple: [Kim Coates, notableWork, Bad Boys]
Generated description
Bad Boys is a 1995 American buddy-cop action-comedy film starring Will Smith and Martin Lawrence as Miami detectives battling drug traffickers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Boys
Target entity description: Bad Boys is a 1995 American buddy-cop action-comedy film starring Will Smith and Martin Lawrence as Miami detectives battling drug traffickers.
  • A. Bad Boys chosen
    Bad Boys is a 1995 action-comedy film starring Will Smith and Martin Lawrence as Miami detectives, known for its high-octane action, buddy-cop humor, and launch of a successful film franchise.
  • B. 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.
  • C. Bad Boys: Ride or Die
    Bad Boys: Ride or Die is a 2024 action-comedy film in the Bad Boys franchise, reuniting Will Smith and Martin Lawrence as Miami detectives in a new high-stakes adventure.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbeaa88c8190a49f8504c1793e1f completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a1adec88190a769ec7af0fa7b51 completed March 28, 2026, 5:41 a.m.
NEDg Description generation batch_69c76aac21448190ac2b94c836f2f725 completed March 28, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69c76b3efc0081909e506f9a828d4fd8 completed March 28, 2026, 5:46 a.m.
Created at: March 27, 2026, 2:32 p.m.