Triple
T15419047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Mafia Life |
E369322
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Pimp Clinic
Pimp Clinic is a track featured on the hip-hop album "Black Mafia Life" by the group Above the Law.
|
E1156802
|
NE FINISHED |
How this triple was built (4 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: Pimp Clinic | Statement: [Black Mafia Life, hasPart, Pimp Clinic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pimp Clinic Context triple: [Black Mafia Life, hasPart, Pimp Clinic]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Pimp Clinic Triple: [Black Mafia Life, hasPart, Pimp Clinic]
Generated description
Pimp Clinic is a track featured on the hip-hop album "Black Mafia Life" by the group Above the Law.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pimp Clinic Target entity description: Pimp Clinic is a track featured on the hip-hop album "Black Mafia Life" by the group Above the Law.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above. chosen
Provenance (5 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_69d85a1849f48190bf898068b2806fae |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03ebce4f48190ba282ecb4fb2f6fa |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff1a7adb848190836fb972bc8744f1 |
completed | May 9, 2026, 11:28 a.m. |
| NEDg | Description generation | batch_69ff1bc3aa2c8190b61d21fa78682ea1 |
completed | May 9, 2026, 11:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff1cbccab48190b9e19b5a09324d8c |
completed | May 9, 2026, 11:38 a.m. |
Created at: April 10, 2026, 3:20 a.m.