Triple
T23391519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Art of Hustle |
E594030
|
entity |
| Predicate | hasProducer |
P30366
|
FINISHED |
| Object | Izze The Producer |
—
|
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: Izze The Producer | Statement: [The Art of Hustle, hasProducer, Izze The Producer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Izze The Producer Context triple: [The Art of Hustle, hasProducer, Izze The Producer]
-
A.
Ayo The Producer
Ayo The Producer is a hip-hop music producer best known for his work on Kanye West’s song “Follow God.”
-
B.
K1lla Beatz
K1lla Beatz is a music producer known for crafting hip-hop and rap instrumentals, including work on the project "4:21... The Day After."
-
C.
Jesse Jagz
Jesse Jagz is a Nigerian rapper and record producer known for his eclectic fusion of hip-hop, reggae, and alternative sounds, as well as his influential role in the country’s contemporary music scene.
-
D.
Speroach Beatz
Speroach Beatz is a Nigerian record producer and songwriter known for crafting hit Afrobeats tracks for major artists in the contemporary African music scene.
-
E.
Hit-Boy
Hit-Boy is an American record producer and rapper known for crafting influential hip-hop and R&B hits for artists like Kanye West, Jay-Z, and Beyoncé.
- 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: Izze The Producer Target entity description: Izze The Producer is a music producer best known for his work on Yo Gotti’s album *The Art of Hustle*.
-
A.
Ayo The Producer
Ayo The Producer is a hip-hop music producer best known for his work on Kanye West’s song “Follow God.”
-
B.
K1lla Beatz
K1lla Beatz is a music producer known for crafting hip-hop and rap instrumentals, including work on the project "4:21... The Day After."
-
C.
Jesse Jagz
Jesse Jagz is a Nigerian rapper and record producer known for his eclectic fusion of hip-hop, reggae, and alternative sounds, as well as his influential role in the country’s contemporary music scene.
-
D.
Speroach Beatz
Speroach Beatz is a Nigerian record producer and songwriter known for crafting hit Afrobeats tracks for major artists in the contemporary African music scene.
-
E.
Hit-Boy
Hit-Boy is an American record producer and rapper known for crafting influential hip-hop and R&B hits for artists like Kanye West, Jay-Z, and Beyoncé.
- 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.