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.