Triple

T10621671
Position Surface form Disambiguated ID Type / Status
Subject Born Sinner E250216 entity
Predicate hasPart P35 FINISHED
Object Niggaz Know
"Niggaz Know" is a track by J. Cole from his album "Born Sinner," known for its introspective lyrics and dark, moody production.
E877052 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 Know | Statement: [Born Sinner, hasPart, Niggaz Know]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niggaz Know
Context triple: [Born Sinner, hasPart, Niggaz Know]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Know
Triple: [Born Sinner, hasPart, Niggaz Know]
Generated description
"Niggaz Know" is a track by J. Cole from his album "Born Sinner," known for its introspective lyrics and dark, moody production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niggaz Know
Target entity description: "Niggaz Know" is a track by J. Cole from his album "Born Sinner," known for its introspective lyrics and dark, moody production.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6df70b0288190bf6edd705632ff02 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d97a356e548190ab7a4a2c7111ba89 completed April 10, 2026, 10:31 p.m.
NEDg Description generation batch_69d97cc07100819088683a0d79b2baa0 completed April 10, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d97e015b088190a97822675eecaa5a completed April 10, 2026, 10:47 p.m.
Created at: April 8, 2026, 8:50 p.m.