Do What Thou Wilt.
E861808
"Do What Thou Wilt." is a studio album by American rapper Ab-Soul known for its dense lyricism, philosophical themes, and experimental approach to hip-hop.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Do What Thou Wilt. canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T10404815 — 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: Do What Thou Wilt. Context triple: [Ab-Soul, notableWork, Do What Thou Wilt.]
-
A.
Thou Shalt Not
Thou Shalt Not is a Broadway musical, directed and choreographed by Susan Stroman, loosely based on Émile Zola’s novel "Thérèse Raquin."
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B.
Do With Me What You Will
Do With Me What You Will is a 1973 novel by Joyce Carol Oates that explores complex themes of love, power, and moral ambiguity within a troubled marriage and the legal world.
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C.
Do or Die
"Do or Die" is the historic call to action issued by Mahatma Gandhi during the Quit India Movement of 1942, urging Indians to fight for complete independence from British rule with unwavering resolve.
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D.
Do or Die
Do or Die is a Chicago-based hip hop group known for its smooth, fast-paced rap style and collaborations with fellow Chicago rapper Twista.
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E.
“Do What You Do”
“Do What You Do” is a 1984 R&B ballad by Jermaine Jackson, best known for its smooth, romantic style and memorable music video set in a film noir atmosphere.
- 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: Do What Thou Wilt. Target entity description: "Do What Thou Wilt." is a studio album by American rapper Ab-Soul known for its dense lyricism, philosophical themes, and experimental approach to hip-hop.
-
A.
Thou Shalt Not
Thou Shalt Not is a Broadway musical, directed and choreographed by Susan Stroman, loosely based on Émile Zola’s novel "Thérèse Raquin."
-
B.
Do With Me What You Will
Do With Me What You Will is a 1973 novel by Joyce Carol Oates that explores complex themes of love, power, and moral ambiguity within a troubled marriage and the legal world.
-
C.
Do or Die
"Do or Die" is the historic call to action issued by Mahatma Gandhi during the Quit India Movement of 1942, urging Indians to fight for complete independence from British rule with unwavering resolve.
-
D.
Do or Die
Do or Die is a Chicago-based hip hop group known for its smooth, fast-paced rap style and collaborations with fellow Chicago rapper Twista.
-
E.
“Do What You Do”
“Do What You Do” is a 1984 R&B ballad by Jermaine Jackson, best known for its smooth, romantic style and memorable music video set in a film noir atmosphere.
- F. None of above. chosen
Statements (56)
| Predicate | Object |
|---|---|
| instanceOf |
hip hop album
ⓘ
studio album ⓘ |
| artist | Ab-Soul NERFINISHED ⓘ |
| countryOfOrigin |
United States of America
ⓘ
surface form:
United States
|
| follows | These Days... ⓘ |
| genre |
conscious hip hop
ⓘ
experimental hip hop ⓘ hip hop ⓘ |
| hasPart |
Beat the Case
ⓘ
Braille NERFINISHED ⓘ Closure ⓘ D.R.U.G.S. NERFINISHED ⓘ DWTW ⓘ Evil Genius NERFINISHED ⓘ God’s a Girl? NERFINISHED ⓘ Huey Knew NERFINISHED ⓘ Huey Knew THEN NERFINISHED ⓘ Lonely Soul NERFINISHED ⓘ Portishead in the Morning NERFINISHED ⓘ RAW (Backwards) ⓘ The Law NERFINISHED ⓘ The Law (Part 2) NERFINISHED ⓘ The Law (Pt. 2) NERFINISHED ⓘ Threatening Nature NERFINISHED ⓘ Womanogamy NERFINISHED ⓘ |
| hasQuality |
dense lyricism
ⓘ
experimental approach to hip hop ⓘ philosophical themes ⓘ |
| hasTheme |
occult symbolism
ⓘ
philosophy ⓘ religion ⓘ social commentary ⓘ |
| language | English ⓘ |
| performer | Ab-Soul NERFINISHED ⓘ |
| previousWork | These Days... NERFINISHED ⓘ |
| producer |
A$AP P on the Boards
ⓘ
Ayo The Producer NERFINISHED ⓘ Bentley Haze NERFINISHED ⓘ Brasstracks NERFINISHED ⓘ DJ Fu NERFINISHED ⓘ FrancisGotHeat NERFINISHED ⓘ PakkMusicGroup NERFINISHED ⓘ Poe The Producer NERFINISHED ⓘ Rahki NERFINISHED ⓘ Russell Chell NERFINISHED ⓘ Sakwe NERFINISHED ⓘ Skhye Hutch NERFINISHED ⓘ Sounwave NERFINISHED ⓘ Tae Beast NERFINISHED ⓘ ThankGod4Cody NERFINISHED ⓘ Tommy Black NERFINISHED ⓘ Willie B NERFINISHED ⓘ WondaGurl NERFINISHED ⓘ |
| recordLabel |
Interscope Records
ⓘ
TDE NERFINISHED ⓘ Top Dawg Entertainment NERFINISHED ⓘ |
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: Do What Thou Wilt. Description of subject: "Do What Thou Wilt." is a studio album by American rapper Ab-Soul known for its dense lyricism, philosophical themes, and experimental approach to hip-hop.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.