Triple
T696050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lorne Balfe |
E13895
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E85998
|
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 for Life | Statement: [Lorne Balfe, notableWork, Bad Boys for Life]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bad Boys for Life Context triple: [Lorne Balfe, notableWork, Bad Boys for Life]
-
A.
RITMO (Bad Boys for Life)
"RITMO (Bad Boys for Life)" is a 2019 dance-pop and reggaeton-influenced single by the Black Eyed Peas and J Balvin, created for the film "Bad Boys for Life" and known for sampling Corona’s 1993 hit "The Rhythm of the Night."
-
B.
Fast & Furious Presents: Hobbs & Shaw
Fast & Furious Presents: Hobbs & Shaw is a 2019 action spin-off of the Fast & Furious franchise that pairs Dwayne Johnson and Jason Statham as reluctant partners facing a cyber-enhanced villain played by Idris Elba.
-
C.
For the Boys
For the Boys is a 1991 musical drama film starring Bette Midler as a USO entertainer whose decades-long performing career is set against the backdrop of multiple American wars.
-
D.
The Nice Guys
The Nice Guys is a 2016 neo-noir action-comedy film directed by Shane Black, starring Russell Crowe and Ryan Gosling as mismatched private investigators in 1970s Los Angeles.
-
E.
The Fate of the Furious
The Fate of the Furious is the eighth high-octane installment in the Fast & Furious action film franchise, centered on street racing, heists, and shifting family loyalties.
- 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 for Life Triple: [Lorne Balfe, notableWork, Bad Boys for Life]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bad Boys for Life Target entity description: 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.
-
A.
RITMO (Bad Boys for Life)
"RITMO (Bad Boys for Life)" is a 2019 dance-pop and reggaeton-influenced single by the Black Eyed Peas and J Balvin, created for the film "Bad Boys for Life" and known for sampling Corona’s 1993 hit "The Rhythm of the Night."
-
B.
Fast & Furious Presents: Hobbs & Shaw
Fast & Furious Presents: Hobbs & Shaw is a 2019 action spin-off of the Fast & Furious franchise that pairs Dwayne Johnson and Jason Statham as reluctant partners facing a cyber-enhanced villain played by Idris Elba.
-
C.
For the Boys
For the Boys is a 1991 musical drama film starring Bette Midler as a USO entertainer whose decades-long performing career is set against the backdrop of multiple American wars.
-
D.
The Nice Guys
The Nice Guys is a 2016 neo-noir action-comedy film directed by Shane Black, starring Russell Crowe and Ryan Gosling as mismatched private investigators in 1970s Los Angeles.
-
E.
The Fate of the Furious
The Fate of the Furious is the eighth high-octane installment in the Fast & Furious action film franchise, centered on street racing, heists, and shifting family loyalties.
- 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_69a493406c408190957eeec9048a8fb6 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a0c5f51c8190acc4915099e4b384 |
completed | March 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a63753a1288190babecc0c0b289e85 |
completed | March 3, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69a6380123288190b5b5f6453702af5e |
completed | March 3, 2026, 1:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a638bdb82c819087ff374e07bf519e |
completed | March 3, 2026, 1:26 a.m. |
Created at: March 1, 2026, 7:36 p.m.