Triple
T13694815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shug (Hustle & Flow) |
E328356
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object | Craig Brewer |
E387848
|
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: Craig Brewer | Statement: [Shug (Hustle & Flow), creator, Craig Brewer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Craig Brewer Context triple: [Shug (Hustle & Flow), creator, Craig Brewer]
-
A.
Craig Brewer
chosen
Craig Brewer is an American filmmaker and screenwriter best known for gritty, music-infused dramas such as "Hustle & Flow" and the 2011 remake of "Footloose."
-
B.
Jason Beattie
Jason Beattie is a music video director known for his work on the video for the song "Adorn."
-
C.
Justin Gross
Justin Gross is an American voice actor best known for portraying iconic video game characters such as Arthas Menethil in Blizzard Entertainment’s Warcraft series.
-
D.
Gavin Strick
Gavin Strick is the central teenage protagonist of the thriller film "Disturbing Behavior," who becomes entangled in uncovering a sinister conspiracy affecting his high school classmates.
-
E.
Jeff Bingham
Jeff Bingham is a sarcastic, sports-loving, and somewhat old-fashioned married man who serves as one of the central characters on the sitcom "Rules of Engagement."
- 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_69d8076ff62081908a7bd79889edd7a0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc8757b648190a26181efbad09a43 |
completed | April 12, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7a8437af481909f91bb41bfdac53a |
completed | May 3, 2026, 7:55 p.m. |
Created at: April 9, 2026, 9:54 p.m.