Changes I’ve Been Going Through
E1016758
"Changes I’ve Been Going Through" is an R&B song by Mary J. Blige from her debut album "What's the 411?" that reflects on personal growth and emotional transformation.
All labels observed (2)
| Label | Occurrences |
|---|---|
| Changes I've Been Going Through | 1 |
| Changes I’ve Been Going Through canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T13027746 — 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 I’ve Been Going Through Context triple: [What’s the 411?, hasPart, Changes I’ve Been Going Through]
-
A.
Some Changes
"Some Changes" is a poetry collection by American writer and activist June Jordan that reflects her incisive commentary on race, gender, and social justice.
-
B.
I Am Changing
"I Am Changing" is a powerful soul ballad from the musical *Dreamgirls*, performed by the character Effie White as she resolves to transform her life and seek redemption.
-
C.
I Changed a Lot
"I Changed a Lot" is a studio album by American DJ and producer DJ Khaled, featuring numerous guest artists and showcasing his signature hip hop and rap collaborations.
-
D.
A Change
"A Change" is a soul song performed by Aretha Franklin, featured on her 1968 album "Aretha Now."
-
E.
I've Changed
"I've Changed" is a track by American rapper Missy Elliott from her acclaimed third studio album "Miss E... So Addictive."
- 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 I’ve Been Going Through Target entity description: "Changes I’ve Been Going Through" is an R&B song by Mary J. Blige from her debut album "What's the 411?" that reflects on personal growth and emotional transformation.
-
A.
It Changes
"It Changes" is a musical number from the animated film "Snoopy, Come Home," reflecting the emotional shifts and transitions experienced by the characters.
-
B.
Some Changes
"Some Changes" is a poetry collection by American writer and activist June Jordan that reflects her incisive commentary on race, gender, and social justice.
-
C.
I Am Changing
"I Am Changing" is a powerful soul ballad from the musical *Dreamgirls*, performed by the character Effie White as she resolves to transform her life and seek redemption.
-
D.
I Changed a Lot
"I Changed a Lot" is a studio album by American DJ and producer DJ Khaled, featuring numerous guest artists and showcasing his signature hip hop and rap collaborations.
-
E.
A Change
"A Change" is a soul song performed by Aretha Franklin, featured on her 1968 album "Aretha Now."
- F. None of above. chosen
Statements (25)
| Predicate | Object |
|---|---|
| instanceOf |
musical work
ⓘ
song ⓘ |
| album |
What’s the 411?
ⓘ
linked to:
What's the 411? (album)
|
| artist | Mary J. Blige ⓘ |
| countryOfOrigin |
United States
ⓘ
linked to:
United States of America
|
| creditedArtist | Mary J. Blige ⓘ |
| genre |
R&B
ⓘ
contemporary R&B ⓘ |
| hasMusicalStyle | slow jam ⓘ |
| hasType | album track ⓘ |
| includedIn | original release of What’s the 411? ⓘ |
| language | English ⓘ |
| lyricalTheme |
emotional transformation
ⓘ
personal growth ⓘ relationships ⓘ self-reflection ⓘ |
| medium | studio recording ⓘ |
| musicGenreInfluence |
hip hop soul
ⓘ
soul ⓘ |
| partOf | Mary J. Blige discography ⓘ |
| performer | Mary J. Blige ⓘ |
| recordLabel |
MCA Records
ⓘ
Uptown Records ⓘ |
| releaseDecade | 1990s ⓘ |
| vocalType | female vocal ⓘ |
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 I’ve Been Going Through Description of subject: "Changes I’ve Been Going Through" is an R&B song by Mary J. Blige from her debut album "What's the 411?" that reflects on personal growth and emotional transformation.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject linked to:
"What’s the 411?"
linked to: Changes I’ve Been Going Through