Triple
T21734838
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shorty the Pimp |
E536495
|
entity |
| Predicate | appearsOnAlbum |
P1995
|
FINISHED |
| Object | Shorty the Pimp (album) |
—
|
NE NERFINISHED |
How this triple was built (3 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: Shorty the Pimp (album) | Statement: [Shorty the Pimp, appearsOnAlbum, Shorty the Pimp (album)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shorty the Pimp (album) Context triple: [Shorty the Pimp, appearsOnAlbum, Shorty the Pimp (album)]
-
A.
Too Short
Too Short is an American rapper and pioneer of West Coast hip hop, known for his explicit lyrics and influential role in the Oakland rap scene since the 1980s.
-
B.
Pimp Hard
"Pimp Hard" is a popular Southern hip hop track by Memphis rap duo 8Ball & MJG, known for its gritty lyrics and smooth, bass-heavy production.
-
C.
It's Hard out Here for a Pimp
"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.
-
D.
Pimp Clinic
Pimp Clinic is a track featured on the hip-hop album "Black Mafia Life" by the group Above the Law.
-
E.
Like a Pimp
"Like a Pimp" is a Southern hip hop single by rapper David Banner, known for its heavy bass, crunk-influenced production, and club-oriented, boastful lyrics.
- 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: Shorty the Pimp (album) Target entity description: Shorty the Pimp (album) is a 1992 studio album by American rapper Too Short, known for its explicit lyrics, funk-influenced West Coast sound, and storytelling about street life and pimp culture.
-
A.
Too Short
Too Short is an American rapper and pioneer of West Coast hip hop, known for his explicit lyrics and influential role in the Oakland rap scene since the 1980s.
-
B.
Pimp Hard
"Pimp Hard" is a popular Southern hip hop track by Memphis rap duo 8Ball & MJG, known for its gritty lyrics and smooth, bass-heavy production.
-
C.
It's Hard out Here for a Pimp
"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.
-
D.
Pimp Clinic
Pimp Clinic is a track featured on the hip-hop album "Black Mafia Life" by the group Above the Law.
-
E.
Like a Pimp
"Like a Pimp" is a Southern hip hop single by rapper David Banner, known for its heavy bass, crunk-influenced production, and club-oriented, boastful lyrics.
- F. None of above. chosen
Provenance (2 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_69e0c46d3284819099a4f9d5a704eb95 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69effd0b0da0819098ef03360eea6a0d |
completed | April 28, 2026, 12:19 a.m. |
Created at: April 16, 2026, 6:48 p.m.