Triple

T17172311
Position Surface form Disambiguated ID Type / Status
Subject Even in Darkness E416765 entity
Predicate hasPart P35 FINISHED
Object Forever Pimpin' (Never Slippin')
Forever Pimpin' (Never Slippin') is a track by the hip hop group Goodie Mob, featured on the Dungeon Family collaborative album "Even in Darkness."
E1253322 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: Forever Pimpin' (Never Slippin') | Statement: [Even in Darkness, hasPart, Forever Pimpin' (Never Slippin')]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forever Pimpin' (Never Slippin')
Context triple: [Even in Darkness, hasPart, Forever Pimpin' (Never Slippin')]
  • A. Still Po Pimpin'
    "Still Po Pimpin'" is a 1998 hip hop single by Chicago rap group Do or Die featuring Twista, known for its smooth, melodic production and rapid-fire lyrical delivery.
  • 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. Pimpin' All Over the World
    "Pimpin' All Over the World" is a 2004 hip hop single by Ludacris featuring Bobby V, known for its smooth, laid-back production and humorous, globe-trotting lyrics about romantic escapades.
  • D. Ain't Nothin' but a Party
    "Ain't Nothin' but a Party" is a hip hop track by pioneering rap group The Sugarhill Gang, known for its upbeat, old-school party vibe.
  • 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: Forever Pimpin' (Never Slippin')
Triple: [Even in Darkness, hasPart, Forever Pimpin' (Never Slippin')]
Generated description
Forever Pimpin' (Never Slippin') is a track by the hip hop group Goodie Mob, featured on the Dungeon Family collaborative album "Even in Darkness."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forever Pimpin' (Never Slippin')
Target entity description: Forever Pimpin' (Never Slippin') is a track by the hip hop group Goodie Mob, featured on the Dungeon Family collaborative album "Even in Darkness."
  • A. Still Po Pimpin'
    "Still Po Pimpin'" is a 1998 hip hop single by Chicago rap group Do or Die featuring Twista, known for its smooth, melodic production and rapid-fire lyrical delivery.
  • 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. Pimpin' All Over the World
    "Pimpin' All Over the World" is a 2004 hip hop single by Ludacris featuring Bobby V, known for its smooth, laid-back production and humorous, globe-trotting lyrics about romantic escapades.
  • D. Ain't Nothin' but a Party
    "Ain't Nothin' but a Party" is a hip hop track by pioneering rap group The Sugarhill Gang, known for its upbeat, old-school party vibe.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3fc0ac22481909e992bb3a6ba36ad completed April 18, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0148415c788190a4248b097f323d03 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a0148efb45081908734c785d8fb833a completed May 11, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_6a01495631588190a0670ca71dee7b36 completed May 11, 2026, 3:13 a.m.
Created at: April 10, 2026, 5:37 a.m.