Freshmen Adjustment
E1043803
Freshmen Adjustment is an early mixtape-style EP by Kanye West that showcases his pre-fame production and rapping through demos, unreleased tracks, and alternate versions of songs.
All labels observed (2)
| Label | Occurrences |
|---|---|
| Freshmen Adjustment canonical | 1 |
| Freshmen Adjustment 3 | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T13495620 — 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: Freshmen Adjustment Context triple: [Kanye West discography, includesEP, Freshmen Adjustment]
-
A.
The Freshman
The Freshman is a 1925 silent comedy film starring Harold Lloyd as an eager but awkward college newcomer whose attempts to become popular lead to a series of humorous misadventures.
-
B.
The Freshman
The Freshman is a 1990 comedy film starring Matthew Broderick and Marlon Brando, known for its satirical take on mob movies and Brando’s self-parodying role.
-
C.
Frosh
Frosh is a surname most notably associated with Brian Frosh, an American lawyer and former Attorney General of Maryland.
-
D.
The First Year
The First Year is a 2001 documentary film that follows five first-year public school teachers in Los Angeles as they navigate the challenges of their new profession.
-
E.
The Campus
The Campus is the colloquial English name for HaKirya, the central Israel Defense Forces headquarters complex in Tel Aviv.
- 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: Freshmen Adjustment Target entity description: Freshmen Adjustment is an early mixtape-style EP by Kanye West that showcases his pre-fame production and rapping through demos, unreleased tracks, and alternate versions of songs.
-
A.
The Freshman
The Freshman is a 1925 silent comedy film starring Harold Lloyd as an eager but awkward college newcomer whose attempts to become popular lead to a series of humorous misadventures.
-
B.
The Freshman
The Freshman is a 1990 comedy film starring Matthew Broderick and Marlon Brando, known for its satirical take on mob movies and Brando’s self-parodying role.
-
C.
Frosh
Frosh is a surname most notably associated with Brian Frosh, an American lawyer and former Attorney General of Maryland.
-
D.
The First Year
The First Year is a 2001 documentary film that follows five first-year public school teachers in Los Angeles as they navigate the challenges of their new profession.
-
E.
The Campus
The Campus is the colloquial English name for HaKirya, the central Israel Defense Forces headquarters complex in Tel Aviv.
- F. None of above. chosen
Statements (30)
| Predicate | Object |
|---|---|
| instanceOf |
EP
ⓘ
mixtape-style release ⓘ |
| artist | Kanye West ⓘ |
| associatedWith |
Kanye West demo recordings
NERFINISHED
ⓘ
Kanye West unreleased material ⓘ |
| countryOfOrigin |
United States of America
ⓘ
surface form:
United States
|
| creator | Kanye West NERFINISHED ⓘ |
| distributionFormat |
digital
ⓘ
mixtape channels ⓘ |
| features |
alternate versions of songs
ⓘ
demos ⓘ unreleased tracks ⓘ |
| genre |
hip hop
ⓘ
rap ⓘ |
| hasAudience |
Kanye West fans
ⓘ
hip hop enthusiasts ⓘ |
| hasInfluenceOn |
perception of Kanye West as producer
ⓘ
perception of Kanye West as rapper ⓘ |
| hasType |
mixtape-style EP
ⓘ
unofficial release ⓘ |
| language | English ⓘ |
| mediaType | audio ⓘ |
| partOf | Kanye West early discography NERFINISHED ⓘ |
| performer | Kanye West ⓘ |
| producer | Kanye West ⓘ |
| recordingPeriod | before Kanye West mainstream fame ⓘ |
| showcases |
Kanye West early rapping
ⓘ
Kanye West pre-fame production ⓘ |
| subject |
Kanye West career beginnings
ⓘ
Kanye West early sound ⓘ |
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: Freshmen Adjustment Description of subject: Freshmen Adjustment is an early mixtape-style EP by Kanye West that showcases his pre-fame production and rapping through demos, unreleased tracks, and alternate versions of songs.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
this entity surface form:
Freshmen Adjustment 3