Triple
T6292093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Future |
E141041
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Nayvadius DeMun Wilburn
Nayvadius DeMun Wilburn is an American rapper, singer, and songwriter known professionally as Future, recognized for his influential role in modern trap music.
|
E582044
|
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: Nayvadius DeMun Wilburn | Statement: [Future, birthName, Nayvadius DeMun Wilburn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nayvadius DeMun Wilburn Context triple: [Future, birthName, Nayvadius DeMun Wilburn]
-
A.
Elijah Hicks
Elijah Hicks is an American football safety who has played in the National Football League.
-
B.
Aaron Elvis Mullen
Aaron Elvis Mullen is the son of U2 drummer Larry Mullen Jr.
-
C.
Randy Meeks
Randy Meeks is a horror movie-obsessed film geek in the Scream franchise who serves as the self-aware, rule-spouting commentator on slasher-movie tropes.
-
D.
Blake Neely
Blake Neely is an American composer best known for his television and film scores, including work on series like "Arrow," "The Flash," and "Riverdale."
-
E.
Deric Washburn
Deric Washburn is an American screenwriter best known for co-writing the acclaimed Vietnam War drama film "The Deer Hunter."
- 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: Nayvadius DeMun Wilburn Triple: [Future, birthName, Nayvadius DeMun Wilburn]
Generated description
Nayvadius DeMun Wilburn is an American rapper, singer, and songwriter known professionally as Future, recognized for his influential role in modern trap music.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nayvadius DeMun Wilburn Target entity description: Nayvadius DeMun Wilburn is an American rapper, singer, and songwriter known professionally as Future, recognized for his influential role in modern trap music.
-
A.
Elijah Hicks
Elijah Hicks is an American football safety who has played in the National Football League.
-
B.
Aaron Elvis Mullen
Aaron Elvis Mullen is the son of U2 drummer Larry Mullen Jr.
-
C.
Randy Meeks
Randy Meeks is a horror movie-obsessed film geek in the Scream franchise who serves as the self-aware, rule-spouting commentator on slasher-movie tropes.
-
D.
Blake Neely
Blake Neely is an American composer best known for his television and film scores, including work on series like "Arrow," "The Flash," and "Riverdale."
-
E.
Deric Washburn
Deric Washburn is an American screenwriter best known for co-writing the acclaimed Vietnam War drama film "The Deer Hunter."
- 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_69c008cdf2ac8190bb640c94478fb4ed |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0641ea224819097b6962e6014c690 |
completed | March 22, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c51983afd081908d2cfeaeccb40bcb |
completed | March 26, 2026, 11:33 a.m. |
| NEDg | Description generation | batch_69c51ec56e408190968adb66d97e1e3e |
completed | March 26, 2026, 11:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c51f99ed0c81908c921b3932b59879 |
completed | March 26, 2026, 11:59 a.m. |
Created at: March 22, 2026, 4:27 p.m.