Triple
T20148799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Underground Luxury |
E491379
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
DJ Speedy
DJ Speedy is a music producer and DJ known for his work in hip-hop and urban music, including production for the project Underground Luxury.
|
E1415117
|
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: DJ Speedy | Statement: [Underground Luxury, producer, DJ Speedy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DJ Speedy Context triple: [Underground Luxury, producer, DJ Speedy]
-
A.
DJ Spinderella
DJ Spinderella is an American DJ, producer, and rapper best known as the longtime DJ and third member of the pioneering hip hop group Salt-N-Pepa.
-
B.
DJ Ace
DJ Ace is a music producer and DJ best known for his work on the album "Birth of a Prince."
-
C.
DJ Swivel
DJ Swivel is a Grammy-winning Canadian record producer, mixer, and audio engineer known for his work with major pop and electronic artists such as The Chainsmokers and Beyoncé.
-
D.
DJ Battlecat
DJ Battlecat is a West Coast hip hop producer and DJ known for his signature G-funk sound and influential work with artists like Snoop Dogg and Xzibit.
-
E.
DJ Q-Ball
DJ Q-Ball is an American DJ and musician best known as the turntablist and sampler for the comedy rock band Bloodhound Gang.
- 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: DJ Speedy Triple: [Underground Luxury, producer, DJ Speedy]
Generated description
DJ Speedy is a music producer and DJ known for his work in hip-hop and urban music, including production for the project Underground Luxury.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DJ Speedy Target entity description: DJ Speedy is a music producer and DJ known for his work in hip-hop and urban music, including production for the project Underground Luxury.
-
A.
DJ Spinderella
DJ Spinderella is an American DJ, producer, and rapper best known as the longtime DJ and third member of the pioneering hip hop group Salt-N-Pepa.
-
B.
DJ Ace
DJ Ace is a music producer and DJ best known for his work on the album "Birth of a Prince."
-
C.
DJ Swivel
DJ Swivel is a Grammy-winning Canadian record producer, mixer, and audio engineer known for his work with major pop and electronic artists such as The Chainsmokers and Beyoncé.
-
D.
DJ Battlecat
DJ Battlecat is a West Coast hip hop producer and DJ known for his signature G-funk sound and influential work with artists like Snoop Dogg and Xzibit.
-
E.
DJ Q-Ball
DJ Q-Ball is an American DJ and musician best known as the turntablist and sampler for the comedy rock band Bloodhound Gang.
- 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_69da6265f8f0819080b29c752a574088 |
completed | April 11, 2026, 3:01 p.m. |
| NER | Named-entity recognition | batch_69e667a0075c8190a5c4de53a0caa7f6 |
completed | April 20, 2026, 5:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08346f7b708190b006704558b25a67 |
completed | May 16, 2026, 9:10 a.m. |
| NEDg | Description generation | batch_6a08357acba08190be9fcedf1ea0f19d |
completed | May 16, 2026, 9:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0836a5cfdc81908806d83acd257acd |
completed | May 16, 2026, 9:19 a.m. |
Created at: April 11, 2026, 11:33 p.m.