Triple
T22273085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paula Jai Parker |
E550527
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Hustle & Flow |
—
|
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: Hustle & Flow | Statement: [Paula Jai Parker, notableWork, Hustle & Flow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hustle & Flow Context triple: [Paula Jai Parker, notableWork, Hustle & Flow]
-
A.
Hustle & Flow
chosen
Hustle & Flow is a 2005 drama film about a Memphis pimp striving to become a rapper, acclaimed for its gritty portrayal of ambition and its Academy Award-winning original song.
-
B.
8 Mile
8 Mile is a 2002 drama film starring Eminem that follows a young rapper’s struggle to break out of poverty and make it in Detroit’s hip-hop scene.
-
C.
Thug Holiday
Thug Holiday is a studio album by American rapper Trick Daddy that blends gritty Southern hip hop with introspective, socially conscious themes.
-
D.
Joy in the Hood
Joy in the Hood is an Irish television series in which comedian Des Bishop lives and performs in disadvantaged communities, using stand-up comedy workshops to engage local residents.
-
E.
Knock Tha Hustle
"Knock Tha Hustle" is a breakout hip-hop track by rapper Cozz that showcases his introspective storytelling and gritty depiction of his come-up.
- 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_69e11e43d8208190aff4f9cf7f2c2a8a |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f14ea547e4819098baf88f3c605242 |
completed | April 29, 2026, 12:19 a.m. |
Created at: April 16, 2026, 8:40 p.m.