Triple
T15623698
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shaun Toub |
E375626
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Bad Boys
Bad Boys is a 1995 American buddy-cop action comedy film directed by Michael Bay and starring Will Smith and Martin Lawrence as Miami detectives.
|
E393940
|
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: [Shaun Toub, notableWork, Bad Boys]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bad Boys Context triple: [Shaun Toub, notableWork, 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
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.
-
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. 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: [Shaun Toub, notableWork, Bad Boys]
Generated description
Bad Boys is a 1995 American buddy-cop action comedy film directed by Michael Bay and starring Will Smith and Martin Lawrence as Miami detectives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bad Boys Target entity description: Bad Boys is a 1995 American buddy-cop action comedy film directed by Michael Bay and starring Will Smith and Martin Lawrence as Miami detectives.
-
A.
Bad Boys
chosen
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
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.
-
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.
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_69d85ccf2794819096cda4cbcb02d478 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e9cfd94819091459aa17a002eaf |
completed | April 16, 2026, 2:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f3f65dc8190ac94db1d4d53d77f |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff60188df48190a1cc891757a795d0 |
completed | May 9, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff60938ef081908cd88cf8242bc785 |
completed | May 9, 2026, 4:28 p.m. |
Created at: April 10, 2026, 4:14 a.m.