Triple
T13941170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Singleton |
E335255
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Hustle & Flow |
E328351
|
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: Hustle & Flow | Statement: [John Singleton, notableWork, Hustle & Flow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hustle & Flow Context triple: [John Singleton, 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.
Jungle Fever
Jungle Fever is a 1991 drama film by Spike Lee that explores interracial romance and the social tensions surrounding race, class, and identity in New York City.
- 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_69d81c6081b88190b53e317c3370c8fe |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2cf6e29881908ddb8efca9a456a3 |
completed | April 14, 2026, 12:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7ce8bbd8c819084703298ed6d9c87 |
completed | May 3, 2026, 10:39 p.m. |
Created at: April 9, 2026, 10:17 p.m.