Triple

T12331553
Position Surface form Disambiguated ID Type / Status
Subject Do or Die E293971 entity
Predicate notableWork P4 FINISHED
Object 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.
E976651 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: Pimpin' Ain't Dead | Statement: [Do or Die, notableWork, Pimpin' Ain't Dead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pimpin' Ain't Dead
Context triple: [Do or Die, notableWork, Pimpin' Ain't Dead]
  • 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. 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.
  • 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. Pimp Slapp'd
    "Pimp Slapp'd" is a track by Snoop Dogg featured on his 2002 studio album "Paid tha Cost to Be da Boss."
  • 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: Pimpin' Ain't Dead
Triple: [Do or Die, notableWork, Pimpin' Ain't Dead]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pimpin' Ain't Dead
Target entity description: 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.
  • 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. 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.
  • 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. Pimp Slapp'd
    "Pimp Slapp'd" is a track by Snoop Dogg featured on his 2002 studio album "Paid tha Cost to Be da Boss."
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f634ee08190b4f533505d402219 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e9114f48190988b84eaec2e810f completed May 2, 2026, 3:56 p.m.
NEDg Description generation batch_69f61fd2429c8190a8a7c46c312e262d completed May 2, 2026, 4:01 p.m.
NED2 Entity disambiguation (via description) batch_69f623f5aa608190bce3e62e08077216 completed May 2, 2026, 4:19 p.m.
Created at: April 8, 2026, 9:53 p.m.