Triple
T13694616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hustle & Flow |
E328351
|
entity |
| Predicate | hasOriginalSong |
P20452
|
FINISHED |
| Object | It’s Hard out Here for a Pimp |
E665152
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: It’s Hard out Here for a Pimp | Statement: [Hustle & Flow, hasOriginalSong, It’s Hard out Here for a Pimp]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: It’s Hard out Here for a Pimp Context triple: [Hustle & Flow, hasOriginalSong, It’s Hard out Here for a Pimp]
-
A.
It's Hard out Here for a Pimp
chosen
"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.
-
B.
Pimpin' Ain't Dead
Pimpin' Ain't Dead is a studio album by Chicago hip hop group Do or Die, known for its smooth, melodic gangsta rap style and collaborations with artists like Twista.
-
C.
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.
-
D.
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.
-
E.
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."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8076ff62081908a7bd79889edd7a0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbc8757b648190a26181efbad09a43 |
completed | April 12, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f794514afc8190b334b1fc74a6cdd5 |
completed | May 3, 2026, 6:30 p.m. |
Created at: April 9, 2026, 9:54 p.m.