Triple
T22368833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ATL |
E552983
|
entity |
| Predicate | productionCompany |
P490
|
FINISHED |
| Object | T.I.’s Grand Hustle Films |
—
|
NE NERFINISHED |
How this triple was built (3 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: T.I.’s Grand Hustle Films | Statement: [ATL, productionCompany, T.I.’s Grand Hustle Films]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: T.I.’s Grand Hustle Films Context triple: [ATL, productionCompany, T.I.’s Grand Hustle Films]
-
A.
Roc-A-Fella Films
Roc-A-Fella Films was the film production arm of the Roc-A-Fella entertainment empire, known for producing hip-hop-centered movies like "State Property" and "Paid in Full."
-
B.
G-Unit Films and Television
G-Unit Films and Television is the production company founded by rapper and entrepreneur 50 Cent, best known for creating and producing the hit crime drama series "Power."
-
C.
Dirrty Entertainment
Dirrty Entertainment is a music production company associated with the artist Dirrty, focusing on creating and releasing their recorded works.
-
D.
Bad Boy Films
Bad Boy Films is a film production company associated with the biographical drama "Notorious," which chronicles the life of rapper The Notorious B.I.G.
-
E.
Hustle Hard Entertainment
Hustle Hard Entertainment is the independent record label founded by Brooklyn rapper Maino to release his music and develop other hip-hop artists.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: T.I.’s Grand Hustle Films Target entity description: T.I.’s Grand Hustle Films is a film production company founded by rapper and actor T.I., known for producing urban-themed movies such as the drama "ATL."
-
A.
Roc-A-Fella Films
Roc-A-Fella Films was the film production arm of the Roc-A-Fella entertainment empire, known for producing hip-hop-centered movies like "State Property" and "Paid in Full."
-
B.
G-Unit Films and Television
G-Unit Films and Television is the production company founded by rapper and entrepreneur 50 Cent, best known for creating and producing the hit crime drama series "Power."
-
C.
Dirrty Entertainment
Dirrty Entertainment is a music production company associated with the artist Dirrty, focusing on creating and releasing their recorded works.
-
D.
Bad Boy Films
Bad Boy Films is a film production company associated with the biographical drama "Notorious," which chronicles the life of rapper The Notorious B.I.G.
-
E.
Hustle Hard Entertainment
Hustle Hard Entertainment is the independent record label founded by Brooklyn rapper Maino to release his music and develop other hip-hop artists.
- F. None of above. chosen
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_69e11e4affcc8190ba7c27d29062558d |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1580229688190a6e5e02b484033f7 |
completed | April 29, 2026, 12:59 a.m. |
Created at: April 16, 2026, 8:44 p.m.