Triple
T23391513
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Art of Hustle |
E594030
|
entity |
| Predicate | hasProducer |
P30366
|
FINISHED |
| Object | Young Starz |
—
|
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: Young Starz | Statement: [The Art of Hustle, hasProducer, Young Starz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Young Starz Context triple: [The Art of Hustle, hasProducer, Young Starz]
-
A.
Blaqstarr
Blaqstarr is an American DJ, rapper, singer, and record producer known for his influential role in Baltimore club music and collaborations with artists like M.I.A. and Diplo.
-
B.
Wildboyz
Wildboyz is a comedic reality TV series featuring Jackass alumni Steve-O and Chris Pontius traveling the world to perform outrageous stunts and interact with wildlife and local cultures.
-
C.
Gang Squad
Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
-
D.
Thug Brothers
Thug Brothers is a collaborative hip hop album by Krayzie Bone and Young Noble that blends Midwest and West Coast rap styles with introspective, street-oriented themes.
-
E.
Xelajú MC
Xelajú MC is a professional Guatemalan football club based in Quetzaltenango, known for its passionate fan base and success in the country’s top division.
- 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: Young Starz Target entity description: Young Starz is a music production team known for crafting hip hop and rap beats, including work on Yo Gotti’s album "The Art of Hustle."
-
A.
Blaqstarr
Blaqstarr is an American DJ, rapper, singer, and record producer known for his influential role in Baltimore club music and collaborations with artists like M.I.A. and Diplo.
-
B.
Wildboyz
Wildboyz is a comedic reality TV series featuring Jackass alumni Steve-O and Chris Pontius traveling the world to perform outrageous stunts and interact with wildlife and local cultures.
-
C.
Gang Squad
Gang Squad is a specialized New York City Police Department unit focused on investigating and suppressing gang-related crime and violence.
-
D.
Thug Brothers
Thug Brothers is a collaborative hip hop album by Krayzie Bone and Young Noble that blends Midwest and West Coast rap styles with introspective, street-oriented themes.
-
E.
Xelajú MC
Xelajú MC is a professional Guatemalan football club based in Quetzaltenango, known for its passionate fan base and success in the country’s top division.
- 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_69e25d2754fc819085deea939bde60ab |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a49ca5a0819091b74ca59e7fedd4 |
completed | April 29, 2026, 6:26 a.m. |
Created at: April 17, 2026, 5:36 p.m.