Triple

T18166675
Position Surface form Disambiguated ID Type / Status
Subject Wham! E434912 entity
Predicate notableWork P4 FINISHED
Object Bad Boys NE NERFINISHED

How this triple was built (2 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: [Wham!, notableWork, Bad Boys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bad Boys
Context triple: [Wham!, notableWork, Bad Boys]
  • A. Bad Boys chosen
    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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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_69d8b90b7a188190b3fc7b8d4a6cd20a completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dec7e41c8190bd19dc5f62c69608 completed April 19, 2026, 1:55 p.m.
Created at: April 10, 2026, 10:30 a.m.