Changes
E1043328
"Changes" is an introspective, melodic song by XXXTentacion that showcases his emotional vulnerability and softer vocal style.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Changes canonical | 3 |
How this entity was disambiguated
This entity first appeared as the object of triple T13494702 — 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: Changes Context triple: [XXXTentacion, notableWork, Changes]
-
A.
Changes
"Changes" is a track featured on the hip hop album *Universal Mind Control* by Common.
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B.
Changes
Changes is a 2020 studio album by Canadian pop singer Justin Bieber that explores R&B-influenced sounds and themes of love and personal growth.
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C.
Changes
"Changes" is a reflective folk song by American singer-songwriter Phil Ochs, known for its poetic lyrics and gentle, introspective tone.
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D.
Changes
"Changes" is a song by Canadian singer-songwriter Sarah McLachlan from her 2010 studio album "Laws of Illusion."
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E.
Changes
"Changes" is a pop-rock single by British singer and television personality Kelly Osbourne, known for its introspective lyrics and melodic, guitar-driven sound.
- 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: Changes Target entity description: "Changes" is an introspective, melodic song by XXXTentacion that showcases his emotional vulnerability and softer vocal style.
-
A.
Changes
"Changes" is a reflective folk song by American singer-songwriter Phil Ochs, known for its poetic lyrics and gentle, introspective tone.
-
B.
Changes
"Changes" is a track featured on the album *Smoke and Mirrors*, known for its reflective tone and thematic focus on personal transformation.
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C.
Changes
"Changes" is a 1971 song by David Bowie, known for its reflective lyrics on personal reinvention and its status as one of his signature tracks.
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D.
Changes
"Changes" is a socially conscious hip-hop song by Tupac Shakur that reflects on racism, poverty, and systemic injustice in America.
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E.
Changes
"Changes" is a pop-rock single by British singer and television personality Kelly Osbourne, known for its introspective lyrics and melodic, guitar-driven sound.
- F. None of above. chosen
Statements (38)
| Predicate | Object |
|---|---|
| instanceOf |
single
ⓘ
song ⓘ |
| artist | XXXTentacion ⓘ |
| associatedWith | XXXTentacion discography ⓘ |
| countryOfOrigin |
United States
ⓘ
linked to:
United States of America
|
| creditedProducer | ? (if known, not certain) ⓘ |
| creditedWriter | XXXTentacion ⓘ |
| featuresVocalStyle |
minimal rap
ⓘ
soft singing ⓘ |
| genre |
R&B
ⓘ
alternative R&B ⓘ emo rap ⓘ |
| hasAudienceReception | popular among fans ⓘ |
| hasHookType | sung chorus ⓘ |
| hasInstrumentation |
piano
ⓘ
subtle percussion ⓘ |
| hasLyricalTheme |
emotional vulnerability
ⓘ
heartbreak ⓘ personal change ⓘ romantic relationships ⓘ |
| hasMood |
intimate
ⓘ
melancholic ⓘ reflective ⓘ |
| hasMusicalStyle |
introspective
ⓘ
melodic ⓘ |
| hasPrimaryInstrument | piano ⓘ |
| hasProductionStyle |
minimalist
ⓘ
sparse arrangement ⓘ |
| hasTempo | slow ⓘ |
| label |
Bad Vibes Forever
ⓘ
Capitol Music Group ⓘ Caroline Distribution ⓘ
linked to:
Caroline International
|
| language | English ⓘ |
| partOfAlbum | ? (Question Mark) ⓘ |
| performer | XXXTentacion ⓘ |
| recordedBy | XXXTentacion ⓘ |
| releaseContext | released during XXXTentacion’s mainstream breakthrough era ⓘ |
| vocalist | XXXTentacion ⓘ |
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: Changes Description of subject: "Changes" is an introspective, melodic song by XXXTentacion that showcases his emotional vulnerability and softer vocal style.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.