Triple

T4198001
Position Surface form Disambiguated ID Type / Status
Subject Bad Boys for Life E85998 entity
Predicate hasSequel P1961 FINISHED
Object 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.
 E427020 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: Ride or Die | Statement: [Bad Boys for Life, hasSequel, Bad Boys: Ride or Die]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Boys: Ride or Die
Context triple: [Bad Boys for Life, hasSequel, Bad Boys: Ride or Die]
  • 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 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
    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.
  • D. Goodboys
    Goodboys is a British electronic music duo known for their catchy vocal hooks and collaborations on international dance hits.
  • E. 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.
  • 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: Ride or Die
Triple: [Bad Boys for Life, hasSequel, Bad Boys: Ride or Die]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Boys: Ride or Die
Target entity description: 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.
  • 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 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
    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.
  • D. Goodboys
    Goodboys is a British electronic music duo known for their catchy vocal hooks and collaborations on international dance hits.
  • E. 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.
  • 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_69aed93b89f48190a31f6d57c760e42f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0360bc8081908ceb2483eef89174 completed March 9, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b76abd848190819c7625a3b42c2f completed March 14, 2026, 7:30 p.m.
NEDg Description generation batch_69b5b7ffb94c8190b8eeb56de7bb11dd completed March 14, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_69b5b8945f888190adcfa98ba410b6e2 completed March 14, 2026, 7:35 p.m.
Created at: March 9, 2026, 3:48 p.m.