Learn the Hard Way
E208265
"Learn the Hard Way" is a song featured on the soundtrack of the 2011 film "Never Say Never," associated with Justin Bieber.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Learn the Hard Way canonical | 3 |
How this entity was disambiguated
This entity first appeared as the object of triple T1864719 — 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: Learn the Hard Way Context triple: [Never Say Never, hasPart, Learn the Hard Way]
-
A.
Live and Learn
"Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.
-
B.
School of Data
School of Data is an educational initiative that helps people and organizations develop practical data literacy and data skills, particularly for civic and social impact.
-
C.
The Hard Way
"The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
-
D.
The Example
The Example is a 17th-century stage comedy by English dramatist James Shirley, reflecting the manners and social intrigues of Caroline-era London.
-
E.
Geeks Bearing Gifts
Geeks Bearing Gifts is a book by computing pioneer Ted Nelson that reflects on the history, philosophy, and future of digital media and information technology.
- 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: Learn the Hard Way Target entity description: "Learn the Hard Way" is a song featured on the soundtrack of the 2011 film "Never Say Never," associated with Justin Bieber.
-
A.
Live and Learn
"Live and Learn" is the pilot episode of the science fiction television series Falling Skies, introducing its post-apocalyptic world and central characters in the aftermath of an alien invasion.
-
B.
School of Data
School of Data is an educational initiative that helps people and organizations develop practical data literacy and data skills, particularly for civic and social impact.
-
C.
The Hard Way
"The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
-
D.
The Example
The Example is a 17th-century stage comedy by English dramatist James Shirley, reflecting the manners and social intrigues of Caroline-era London.
-
E.
Geeks Bearing Gifts
Geeks Bearing Gifts is a book by computing pioneer Ted Nelson that reflects on the history, philosophy, and future of digital media and information technology.
- F. None of above. chosen
Statements (20)
| Predicate | Object |
|---|---|
| instanceOf |
musical work
ⓘ
song ⓘ |
| associatedWith | Justin Bieber ⓘ |
| countryOfOrigin |
United States
ⓘ
linked to:
United States of America
|
| featuredIn |
Never Say Never (2011 film)
ⓘ
linked to:
Never Say Never (concert film)
|
| hasAssociatedPerformer | Justin Bieber ⓘ |
| hasGenre |
pop
ⓘ
soundtrack music ⓘ |
| hasMedium |
digital audio
ⓘ
film soundtrack album ⓘ |
| hasSubjectMatter |
learning from mistakes
ⓘ
personal growth ⓘ |
| includedInSoundtrackFor |
Never Say Never (2011 film)
ⓘ
linked to:
Never Say Never (concert film)
|
| isPartOfFranchise |
Justin Bieber: Never Say Never franchise
ⓘ
linked to:
Never Say Never (concert film)
|
| language | English ⓘ |
| partOf |
Never Say Never (original motion picture soundtrack)
ⓘ
linked to:
Never Say Never (concert film)
|
| releaseDecade | 2010s ⓘ |
| title | Learn the Hard Way ⓘ |
| usedIn | film soundtrack ⓘ |
| yearAssociatedWithFilm | 2011 ⓘ |
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: Learn the Hard Way Description of subject: "Learn the Hard Way" is a song featured on the soundtrack of the 2011 film "Never Say Never," associated with Justin Bieber.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.