Triple
T23262187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nayvadius DeMun Wilburn |
E582044
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
DJ Esco
DJ Esco is an American DJ and record producer best known for his longtime collaboration with rapper Future and his influential role in the Atlanta trap music scene.
|
E1576399
|
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 Esco | Statement: [Nayvadius DeMun Wilburn, associatedAct, DJ Esco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DJ Esco Context triple: [Nayvadius DeMun Wilburn, associatedAct, DJ Esco]
-
A.
DJ Ecool
DJ Ecool is a Nigerian-American disc jockey and producer best known for his collaborations and touring work with Afrobeats star Davido.
-
B.
DJ Shok
DJ Shok is a hip-hop producer best known for his work with DMX, including producing the acclaimed track "Slippin'."
-
C.
DJ Sincere
DJ Sincere is a hip-hop DJ best known for his work with the influential New Rochelle rap group Brand Nubian.
-
D.
DJ D-Sol
DJ D-Sol is the DJ and music-producing alter ego of David Solomon, the CEO of Goldman Sachs, known for performing electronic dance music at clubs and charity events.
-
E.
DJ Alamo
DJ Alamo is an American hip-hop DJ best known for his work with the influential rap group Brand Nubian during the early 1990s.
- 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 Esco Triple: [Nayvadius DeMun Wilburn, associatedAct, DJ Esco]
Generated description
DJ Esco is an American DJ and record producer best known for his longtime collaboration with rapper Future and his influential role in the Atlanta trap music scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DJ Esco Target entity description: DJ Esco is an American DJ and record producer best known for his longtime collaboration with rapper Future and his influential role in the Atlanta trap music scene.
-
A.
DJ Ecool
DJ Ecool is a Nigerian-American disc jockey and producer best known for his collaborations and touring work with Afrobeats star Davido.
-
B.
DJ Shok
DJ Shok is a hip-hop producer best known for his work with DMX, including producing the acclaimed track "Slippin'."
-
C.
DJ Sincere
DJ Sincere is a hip-hop DJ best known for his work with the influential New Rochelle rap group Brand Nubian.
-
D.
DJ D-Sol
DJ D-Sol is the DJ and music-producing alter ego of David Solomon, the CEO of Goldman Sachs, known for performing electronic dance music at clubs and charity events.
-
E.
DJ Alamo
DJ Alamo is an American hip-hop DJ best known for his work with the influential rap group Brand Nubian during the early 1990s.
- 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_69e246079f58819085eaa9c260906880 |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f194c9f33c819082ef6b380fc594dd |
completed | April 29, 2026, 5:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f7050388190a0848037c96049c0 |
completed | May 19, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_6a0c405be1188190b6622665e448bbe7 |
completed | May 19, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c40bece448190bb9fd1a3058a1f06 |
completed | May 19, 2026, 10:51 a.m. |
Created at: April 17, 2026, 4:11 p.m.