Triple

T14714127
Position Surface form Disambiguated ID Type / Status
Subject David Banner E345631 entity
Predicate notableSong P4 FINISHED
Object 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.
E1116436 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: Like a Pimp | Statement: [David Banner, notableSong, Like a Pimp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Like a Pimp
Context triple: [David Banner, notableSong, Like a Pimp]
  • A. 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.
  • 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. 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. 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.
  • 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: Like a Pimp
Triple: [David Banner, notableSong, Like a Pimp]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Like a Pimp
Target entity description: "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.
  • A. 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.
  • 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. 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. 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.
  • 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_69d822e4a8c08190a155df736bb7bc13 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb98513b081908b230f6ac79c72ad completed April 14, 2026, 10:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf0913d6c8190886df4cd0a92aa80 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf3f89f088190ab745bddcc99a36c completed May 8, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_69fdf47f265c8190a5494dcc7baf00fa completed May 8, 2026, 2:34 p.m.
Created at: April 10, 2026, 1:29 a.m.