It's Hard out Here for a Pimp
E665152
"It's Hard out Here for a Pimp" is an Academy Award–winning hip hop song by Three 6 Mafia, featured in the 2005 film Hustle & Flow and known for its portrayal of the struggles of a pimp in the music industry.
All labels observed (3)
| Label | Occurrences |
|---|---|
| It’s Hard out Here for a Pimp | 5 |
| It's Hard out Here for a Pimp canonical | 3 |
| "It's Hard out Here for a Pimp" (in-film performance) | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T7451515 — 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: It's Hard out Here for a Pimp Context triple: [Juicy J, awardReceivedFor, It's Hard out Here for a Pimp]
-
A.
P.I.M.P.
"P.I.M.P." is a hit hip-hop single by 50 Cent, known for its laid-back G-funk-influenced production and lyrics depicting a lavish, streetwise pimp lifestyle.
-
B.
Pimp Slapp'd
"Pimp Slapp'd" is a track by Snoop Dogg featured on his 2002 studio album "Paid tha Cost to Be da Boss."
-
C.
Pimp Juice
"Pimp Juice" is a 2003 hip hop single by American rapper Nelly, known for its catchy, club-oriented sound and lyrics celebrating a charismatic, attractive lifestyle.
-
D.
Down 4 My Niggaz
"Down 4 My Niggaz" is a hardcore gangsta rap track by C-Murder featuring Snoop Dogg and Magic, known for its aggressive lyrics and enduring popularity in hip-hop culture.
-
E.
Pimpin' All Over the World
"Pimpin' All Over the World" is a 2004 hip hop single by Ludacris featuring Bobby V, known for its smooth, laid-back production and humorous, globe-trotting lyrics about romantic escapades.
- 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: It's Hard out Here for a Pimp Target entity description: "It's Hard out Here for a Pimp" is an Academy Award–winning hip hop song by Three 6 Mafia, featured in the 2005 film Hustle & Flow and known for its portrayal of the struggles of a pimp in the music industry.
-
A.
P.I.M.P.
"P.I.M.P." is a hit hip-hop single by 50 Cent, known for its laid-back G-funk-influenced production and lyrics depicting a lavish, streetwise pimp lifestyle.
-
B.
Pimp Slapp'd
"Pimp Slapp'd" is a track by Snoop Dogg featured on his 2002 studio album "Paid tha Cost to Be da Boss."
-
C.
Pimp Juice
"Pimp Juice" is a 2003 hip hop single by American rapper Nelly, known for its catchy, club-oriented sound and lyrics celebrating a charismatic, attractive lifestyle.
-
D.
Down 4 My Niggaz
"Down 4 My Niggaz" is a hardcore gangsta rap track by C-Murder featuring Snoop Dogg and Magic, known for its aggressive lyrics and enduring popularity in hip-hop culture.
-
E.
Pimpin' All Over the World
"Pimpin' All Over the World" is a 2004 hip hop single by Ludacris featuring Bobby V, known for its smooth, laid-back production and humorous, globe-trotting lyrics about romantic escapades.
- F. None of above. chosen
Statements (30)
| Predicate | Object |
|---|---|
| instanceOf | song ⓘ |
| artist | Three 6 Mafia ⓘ |
| associatedAct |
Frayser Boy
ⓘ
Terrence Howard ⓘ |
| awardEvent | 78th Academy Awards ⓘ |
| awardReceived | Academy Award for Best Original Song ⓘ |
| awardReceivedYear | 2006 ⓘ |
| countryOfOrigin |
United States
ⓘ
linked to:
United States of America
|
| featuredIn |
2005 film Hustle & Flow
ⓘ
linked to:
Hustle & Flow
Hustle & Flow ⓘ |
| genre |
crunk
ⓘ
hip hop ⓘ |
| hasMusicalStyle |
Southern hip hop
ⓘ
hardcore hip hop ⓘ |
| language | English ⓘ |
| narrativeTheme |
music industry challenges
ⓘ
struggles of a pimp ⓘ |
| notableFor |
depicting the hardships of pimping
ⓘ
winning an Academy Award ⓘ |
| originalMedium | film ⓘ |
| partOf |
Hustle & Flow (soundtrack)
ⓘ
linked to:
Hustle & Flow
|
| performedAt |
78th Academy Awards ceremony
ⓘ
linked to:
78th Academy Awards
|
| performer | Three 6 Mafia ⓘ |
| publicationYear | 2005 ⓘ |
| recordLabel |
Atlantic Records
ⓘ
Hustle & Flow soundtrack label ⓘ |
| usedAs | film soundtrack song ⓘ |
| writer |
DJ Paul
ⓘ
Frayser Boy ⓘ Juicy J ⓘ |
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: It's Hard out Here for a Pimp Description of subject: "It's Hard out Here for a Pimp" is an Academy Award–winning hip hop song by Three 6 Mafia, featured in the 2005 film Hustle & Flow and known for its portrayal of the struggles of a pimp in the music industry.
Referenced by (9)
Full triples — surface form annotated when it differs from this entity's canonical label.
linked to: It's Hard out Here for a Pimp
linked to: It's Hard out Here for a Pimp
subject linked to:
Shug in Hustle & Flow
linked to: It's Hard out Here for a Pimp
linked to: It's Hard out Here for a Pimp
linked to: It's Hard out Here for a Pimp
linked to: It's Hard out Here for a Pimp