Triple

T13696671
Position Surface form Disambiguated ID Type / Status
Subject Tell 'Em Why U Madd E328401 entity
Predicate hasTrack P3284 FINISHED
Object 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.
E1055216 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: Niggaz Gon' Die | Statement: [Tell 'Em Why U Madd, hasTrack, Niggaz Gon' Die]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niggaz Gon' Die
Context triple: [Tell 'Em Why U Madd, hasTrack, Niggaz Gon' Die]
  • A. Niggaz Know
    "Niggaz Know" is a track by J. Cole from his album "Born Sinner," known for its introspective lyrics and dark, moody production.
  • B. Niggaz With Attitude
    Niggaz With Attitude (N.W.A) was a pioneering and controversial American hip hop group from Compton, California, widely credited with popularizing gangsta rap in the late 1980s and early 1990s.
  • C. Niggaz Wanna Act
    "Niggaz Wanna Act" is a track by Ma$e from his debut studio album "Harlem World," released during the late-1990s Bad Boy Records era of East Coast hip hop.
  • D. Down 4 My Niggaz
    "Down 4 My Niggaz" is a hardcore gangsta rap track by C-Murder featuring Snoop Dogg and Magic, known for its aggressive lyrics and enduring popularity in hip-hop culture.
  • E. Mr. Nigga
    "Mr. Nigga" is a socially conscious hip-hop track by Mos Def that critiques racial profiling and discrimination experienced by Black people, particularly in travel and everyday life.
  • 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: Niggaz Gon' Die
Triple: [Tell 'Em Why U Madd, hasTrack, Niggaz Gon' Die]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niggaz Gon' Die
Target entity description: "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.
  • A. Niggaz Know
    "Niggaz Know" is a track by J. Cole from his album "Born Sinner," known for its introspective lyrics and dark, moody production.
  • B. Niggaz With Attitude
    Niggaz With Attitude (N.W.A) was a pioneering and controversial American hip hop group from Compton, California, widely credited with popularizing gangsta rap in the late 1980s and early 1990s.
  • C. Niggaz Wanna Act
    "Niggaz Wanna Act" is a track by Ma$e from his debut studio album "Harlem World," released during the late-1990s Bad Boy Records era of East Coast hip hop.
  • D. Down 4 My Niggaz
    "Down 4 My Niggaz" is a hardcore gangsta rap track by C-Murder featuring Snoop Dogg and Magic, known for its aggressive lyrics and enduring popularity in hip-hop culture.
  • E. Mr. Nigga
    "Mr. Nigga" is a socially conscious hip-hop track by Mos Def that critiques racial profiling and discrimination experienced by Black people, particularly in travel and everyday life.
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc8773f388190b2413b1e05fd5fd7 completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79453395481909d651cb3a128f23d completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f79655d5f08190a3cbf3e12e2ffa67 completed May 3, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69f7972a1cf48190a1d435227414967a completed May 3, 2026, 6:42 p.m.
Created at: April 9, 2026, 9:54 p.m.