Triple
T52865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Evolver |
E1038
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object | will.i.am |
E9910
|
NE FINISHED |
How this triple was built (2 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: will.i.am | Statement: [Evolver, producer, will.i.am]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: will.i.am Context triple: [Evolver, producer, will.i.am]
-
A.
will.i.am
chosen
will.i.am is an American rapper, singer, songwriter, and record producer best known as a founding member of the Black Eyed Peas and for his extensive work as a pop and hip-hop producer.
-
B.
John Legend
John Legend is an American singer, songwriter, pianist, and actor known for his soulful R&B music and for being one of the few artists to achieve EGOT status (winning an Emmy, Grammy, Oscar, and Tony).
-
C.
Kanye West
Kanye West is an influential American rapper, producer, and fashion designer known for reshaping hip-hop and popular music with his innovative, genre-blending albums and outspoken public persona.
-
D.
The Neptunes
The Neptunes are a highly influential American production duo, Pharrell Williams and Chad Hugo, known for their innovative, genre-blending work with major hip-hop and pop artists since the late 1990s.
-
E.
Alicia Keys
Alicia Keys is a Grammy-winning American singer, songwriter, and pianist known for soulful R&B hits like "Fallin'" and "No One."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a2480baefc81909951b14058479aa2 |
completed | Feb. 28, 2026, 1:42 a.m. |
| NER | Named-entity recognition | batch_69a24ec4d84c81908d85a1e941dbcd19 |
completed | Feb. 28, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a29176de5c819086e1cfec0a23d9d7 |
completed | Feb. 28, 2026, 6:55 a.m. |
Created at: Feb. 28, 2026, 1:47 a.m.