Triple
T4197955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Boys for Life |
E85998
|
entity |
| Predicate | follows |
P134
|
FINISHED |
| Object | Bad Boys II |
E331413
|
NE FINISHED |
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 II | Statement: [Bad Boys for Life, follows, Bad Boys II]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bad Boys II Context triple: [Bad Boys for Life, follows, Bad Boys II]
-
A.
Bad Boys II
chosen
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.
-
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 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.
-
D.
Beverly Hills Cop II
Beverly Hills Cop II is a 1987 action-comedy film and the sequel to Beverly Hills Cop, following Detroit detective Axel Foley as he returns to Beverly Hills to help solve a series of violent crimes.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b5962296b8819084b91de3f48b7658 |
completed | March 14, 2026, 5:08 p.m. |
Created at: March 9, 2026, 3:48 p.m.