will.i.am
E9910
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.
All labels observed (5)
| Label | Occurrences |
|---|---|
| will.i.am canonical | 366 |
| Will.i.am | 17 |
| American rapper will.i.am | 1 |
| will.i.am Music Group | 1 |
| will.i.am discography | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T52830 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: will.i.am Context triple: [Get Lifted, producer, will.i.am]
-
A.
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).
-
B.
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.
-
C.
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.
-
D.
Alicia Keys
Alicia Keys is a Grammy-winning American singer, songwriter, and pianist known for soulful R&B hits like "Fallin'" and "No One."
-
E.
Don Maynard
Don Maynard was a Hall of Fame American football wide receiver best known as Joe Namath’s primary deep threat and a key offensive star for the New York Jets during the 1960s.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: will.i.am Target entity description: 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.
-
A.
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).
-
B.
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.
-
C.
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.
-
D.
Alicia Keys
Alicia Keys is a Grammy-winning American singer, songwriter, and pianist known for soulful R&B hits like "Fallin'" and "No One."
-
E.
Don Maynard
Don Maynard was a Hall of Fame American football wide receiver best known as Joe Namath’s primary deep threat and a key offensive star for the New York Jets during the 1960s.
- F. None of above. chosen
Statements (71)
| Predicate | Object |
|---|---|
| instanceOf |
human
ⓘ
philanthropist ⓘ rapper ⓘ record producer ⓘ singer ⓘ songwriter ⓘ television personality ⓘ |
| activeYearsStart | 1988 ⓘ |
| alsoKnownAs | Will Adams ⓘ |
| associatedAct |
Black Eyed Peas
ⓘ
Fergie ⓘ Taboo ⓘ apl.de.ap ⓘ |
| awardReceived |
Daytime Emmy Awards
ⓘ
surface form:
Daytime Emmy Award
Grammy Award ⓘ Latin Grammy Award ⓘ |
| birthName | William James Adams Jr. ⓘ |
| countryOfCitizenship | United States of America ⓘ |
| dateOfBirth | 1975-03-15 ⓘ |
| ethnicity | African-American ⓘ |
| founderOf |
i.am+ (technology company)
ⓘ
i.am.angel Foundation ⓘ |
| genre |
R&B
ⓘ
dance-pop ⓘ electropop ⓘ hip hop ⓘ pop ⓘ |
| instrument |
drum machine
ⓘ
keyboards ⓘ synthesizer ⓘ vocals ⓘ |
| languageSpoken | English ⓘ |
| memberOf | Black Eyed Peas ⓘ |
| notableWork |
album "Songs About Girls"
ⓘ
album "willpower" ⓘ founding member of Black Eyed Peas ⓘ single "#thatPOWER" ⓘ single "Scream & Shout" ⓘ song "Yes We Can" (Barack Obama campaign video) ⓘ |
| occupation |
DJ
ⓘ
actor ⓘ entrepreneur ⓘ rapper ⓘ record producer ⓘ singer ⓘ songwriter ⓘ television judge ⓘ |
| placeOfBirth |
California, United States
ⓘ
surface form:
California
Los Angeles ⓘ United States of America ⓘ |
| politicalActivity | supporter of Barack Obama 2008 presidential campaign ⓘ |
| positionInGroup | founding member of Black Eyed Peas ⓘ |
| producerOf |
Elephunk
ⓘ
surface form:
Black Eyed Peas album "Elephunk"
Black Eyed Peas ⓘ
surface form:
Black Eyed Peas album "Monkey Business"
The Beginning ⓘ
surface form:
Black Eyed Peas album "The Beginning"
The E.N.D. ⓘ
surface form:
Black Eyed Peas album "The E.N.D."
songs for Black Eyed Peas ⓘ songs for Britney Spears ⓘ songs for Cheryl Cole ⓘ songs for Justin Bieber ⓘ songs for Michael Jackson ⓘ songs for Miley Cyrus ⓘ songs for Nicki Minaj ⓘ songs for Rihanna ⓘ songs for Usher ⓘ |
| residence | Los Angeles ⓘ |
| stageName | will.i.am self-link ⓘ |
| televisionShowJudgeOn |
The Voice Australia
ⓘ
The Voice UK ⓘ |
| voiceActorIn |
Rio
ⓘ
Rio 2 ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: will.i.am Description of subject: 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.
Referenced by (386)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
will.i.am Music Group
this entity surface form:
Will.i.am
subject surface form:
E=MC²
this entity surface form:
Will.i.am
this entity surface form:
Will.i.am
subject surface form:
Let's Get It Started
subject surface form:
Let's Get It Started