Triple

T6478844
Position Surface form Disambiguated ID Type / Status
Subject N.W.A E146137 entity
Predicate shortNameFor P8075 FINISHED
Object 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.
E597065 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 With Attitude | Statement: [N.W.A, shortNameFor, Niggaz With Attitude]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Niggaz With Attitude
Context triple: [N.W.A, shortNameFor, Niggaz With Attitude]
  • A. 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.
  • B. 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.
  • C. Thug Life
    Thug Life was a hip hop group and collective founded by Tupac Shakur, known for its raw depiction of street realities and its influential 1994 album "Thug Life: Volume 1."
  • D. The Infamous Mobb Deep
    The Infamous Mobb Deep is a 2014 studio album by the Queensbridge hip hop duo Mobb Deep that combines new material with unreleased tracks from the sessions of their classic 1995 album "The Infamous."
  • E. Gangsta Luv
    "Gangsta Luv" is a hip hop/R&B single by Snoop Dogg featuring The-Dream, known for its smooth, melodic production and laid-back West Coast vibe.
  • 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 With Attitude
Triple: [N.W.A, shortNameFor, Niggaz With Attitude]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Niggaz With Attitude
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Thug Life
    Thug Life was a hip hop group and collective founded by Tupac Shakur, known for its raw depiction of street realities and its influential 1994 album "Thug Life: Volume 1."
  • D. The Infamous Mobb Deep
    The Infamous Mobb Deep is a 2014 studio album by the Queensbridge hip hop duo Mobb Deep that combines new material with unreleased tracks from the sessions of their classic 1995 album "The Infamous."
  • E. Gangsta Luv
    "Gangsta Luv" is a hip hop/R&B single by Snoop Dogg featuring The-Dream, known for its smooth, melodic production and laid-back West Coast vibe.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4d35f08190a94143367b1d45c5 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653aa82808190a1e9d420e81d7839 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6542017f4819085efe545dd25060f completed March 27, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69c656d3533c819091a4255e354eccab completed March 27, 2026, 10:07 a.m.
Created at: March 22, 2026, 4:51 p.m.