Triple
T23391518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Art of Hustle |
E594030
|
entity |
| Predicate | hasProducer |
P30366
|
FINISHED |
| Object |
K Swisha
K Swisha is a hip-hop music producer known for crafting energetic, trap-influenced beats for contemporary rap artists.
|
E1584494
|
NE FINISHED |
How this triple was built (4 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: K Swisha | Statement: [The Art of Hustle, hasProducer, K Swisha]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: K Swisha Context triple: [The Art of Hustle, hasProducer, K Swisha]
-
A.
DJ Swish
DJ Swish is a hip-hop music producer best known for his work on YG’s album "Stay Dangerous" and collaborations within the West Coast rap scene.
-
B.
MC Shy D
MC Shy D is an American rapper and DJ recognized as one of the pioneering figures of the Miami bass hip hop scene in the 1980s.
-
C.
Wanksta
"Wanksta" is a 2002 hip-hop single by 50 Cent that gained widespread popularity after being featured on the soundtrack of the film 8 Mile.
-
D.
Shawty Redd
Shawty Redd is an American record producer and songwriter known as a pioneer of the trap sound, working with artists like Young Jeezy and Gucci Mane.
-
E.
Cokeboy Mustard
Cokeboy Mustard is a hip-hop artist affiliated with French Montana’s Coke Boys collective and its label, Coke Boys Records.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: K Swisha Triple: [The Art of Hustle, hasProducer, K Swisha]
Generated description
K Swisha is a hip-hop music producer known for crafting energetic, trap-influenced beats for contemporary rap artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: K Swisha Target entity description: K Swisha is a hip-hop music producer known for crafting energetic, trap-influenced beats for contemporary rap artists.
-
A.
DJ Swish
DJ Swish is a hip-hop music producer best known for his work on YG’s album "Stay Dangerous" and collaborations within the West Coast rap scene.
-
B.
MC Shy D
MC Shy D is an American rapper and DJ recognized as one of the pioneering figures of the Miami bass hip hop scene in the 1980s.
-
C.
Wanksta
"Wanksta" is a 2002 hip-hop single by 50 Cent that gained widespread popularity after being featured on the soundtrack of the film 8 Mile.
-
D.
Shawty Redd
Shawty Redd is an American record producer and songwriter known as a pioneer of the trap sound, working with artists like Young Jeezy and Gucci Mane.
-
E.
Cokeboy Mustard
Cokeboy Mustard is a hip-hop artist affiliated with French Montana’s Coke Boys collective and its label, Coke Boys Records.
- F. None of above. chosen
Provenance (5 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. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c5dec070c81908e86b1c7fc50fc83 |
completed | May 19, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0c62311ff48190b740bba58180f100 |
completed | May 19, 2026, 1:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c62d82f908190acbe1fec58288df9 |
completed | May 19, 2026, 1:17 p.m. |
Created at: April 17, 2026, 5:36 p.m.