Triple

T18449205
Position Surface form Disambiguated ID Type / Status
Subject Malpractice E450733 entity
Predicate hasPart P35 FINISHED
Object Real Niggaz
"Real Niggaz" is a track from Redman's 2001 hip-hop album *Malpractice*, showcasing his gritty lyrical style and East Coast rap sound.
 E1325581 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: Real Niggaz | Statement: [Malpractice, hasPart, Real Niggaz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Real Niggaz
Context triple: [Malpractice, hasPart, Real Niggaz]
  • A. Rich Niggaz
    "Rich Niggaz" is a track by J. Cole from his 2013 album *Born Sinner* that critiques materialism and the pursuit of wealth.
  • B. Young Niggaz
    "Young Niggaz" is a socially conscious track by 2Pac that reflects on the struggles, aspirations, and harsh realities faced by young Black men in America.
  • C. Niggaz Know
    "Niggaz Know" is a track by J. Cole from his album "Born Sinner," known for its introspective lyrics and dark, moody production.
  • D. Last Real Nigga Alive
    "Last Real Nigga Alive" is a reflective autobiographical track by Nas in which he recounts his rise in hip-hop and key events in 1990s rap history.
  • E. Niggaz Gon' Die
    "Niggaz Gon' Die" is a hardcore hip-hop track featured on the album "Tell 'Em Why U Madd," known for its aggressive lyrics and gritty street themes.
  • 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: Real Niggaz
Triple: [Malpractice, hasPart, Real Niggaz]
Generated description
"Real Niggaz" is a track from Redman's 2001 hip-hop album *Malpractice*, showcasing his gritty lyrical style and East Coast rap sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Real Niggaz
Target entity description: "Real Niggaz" is a track from Redman's 2001 hip-hop album *Malpractice*, showcasing his gritty lyrical style and East Coast rap sound.
  • A. Rich Niggaz
    "Rich Niggaz" is a track by J. Cole from his 2013 album *Born Sinner* that critiques materialism and the pursuit of wealth.
  • B. Young Niggaz
    "Young Niggaz" is a socially conscious track by 2Pac that reflects on the struggles, aspirations, and harsh realities faced by young Black men in America.
  • C. Niggaz Know
    "Niggaz Know" is a track by J. Cole from his album "Born Sinner," known for its introspective lyrics and dark, moody production.
  • D. Last Real Nigga Alive
    "Last Real Nigga Alive" is a reflective autobiographical track by Nas in which he recounts his rise in hip-hop and key events in 1990s rap history.
  • E. Niggaz Gon' Die
    "Niggaz Gon' Die" is a hardcore hip-hop track featured on the album "Tell 'Em Why U Madd," known for its aggressive lyrics and gritty street themes.
  • 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_69d8d38345688190b565eac2e4cd7935 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e52646949c81909664e864224675a6 completed April 19, 2026, 7 p.m.
NED1 Entity disambiguation (via context triple) batch_6a040fe3a8248190ab103d8e41141113 completed May 13, 2026, 5:45 a.m.
NEDg Description generation batch_6a041176a7e88190a38e3ace547212c2 completed May 13, 2026, 5:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0412085b788190b4308f7ece1c7fa3 completed May 13, 2026, 5:54 a.m.
Created at: April 10, 2026, 11:30 a.m.