Triple

T12379773
Position Surface form Disambiguated ID Type / Status
Subject DeBarge E295714 entity
Predicate album P1995 FINISHED
Object Bad Boys
Bad Boys is a 1987 R&B/soul album by the family group DeBarge, showcasing their smooth harmonies and transition toward a more contemporary sound.
 E977483 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: [DeBarge, album, Bad Boys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Boys
Context triple: [DeBarge, album, 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 (Pahat pojat)
    Bad Boys (Pahat pojat) is a Finnish crime drama film inspired by real events, following a group of brothers who turn to a life of crime and became notorious in Finland.
  • E. Bad Boys (1983 film)
    Bad Boys (1983 film) is a 1983 American crime drama about violent juvenile offenders, best known for its gritty depiction of life in a youth detention center and for featuring early performances by actors like Sean Penn and Michael Imperioli.
  • 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: [DeBarge, album, Bad Boys]
Generated description
Bad Boys is a 1987 R&B/soul album by the family group DeBarge, showcasing their smooth harmonies and transition toward a more contemporary sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Boys
Target entity description: Bad Boys is a 1987 R&B/soul album by the family group DeBarge, showcasing their smooth harmonies and transition toward a more contemporary sound.
  • 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 (Pahat pojat)
    Bad Boys (Pahat pojat) is a Finnish crime drama film inspired by real events, following a group of brothers who turn to a life of crime and became notorious in Finland.
  • E. Bad Boys (1983 film)
    Bad Boys (1983 film) is a 1983 American crime drama about violent juvenile offenders, best known for its gritty depiction of life in a youth detention center and for featuring early performances by actors like Sean Penn and Michael Imperioli.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fb9eca48190aa6612ffc5ed0df2 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62ac5b46c81908d419e09f5629c37 completed May 2, 2026, 4:48 p.m.
NEDg Description generation batch_69f62c57a26081908d6903906f6e04f0 completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d07d3148190a45542c8d43a7077 completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:54 p.m.