Triple

T3294968
Position Surface form Disambiguated ID Type / Status
Subject DJ Premier E69192 entity
Predicate associatedAct P37 FINISHED
Object Gang Starr Foundation
Gang Starr Foundation is a loose collective of hip-hop artists and affiliates centered around the legendary duo Gang Starr, known for its influential contributions to East Coast rap in the 1990s.
 E343467 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: Gang Starr Foundation | Statement: [DJ Premier, associatedAct, Gang Starr Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gang Starr Foundation
Context triple: [DJ Premier, associatedAct, Gang Starr Foundation]
  • A. G.O.O.D. Music
    G.O.O.D. Music is an American record label and creative collective founded by Kanye West, known for its influential roster of hip-hop and R&B artists.
  • B. Grandmaster Flash and the Furious Five
    Grandmaster Flash and the Furious Five were a pioneering hip hop group from the South Bronx known for their innovative DJ techniques and socially conscious tracks like "The Message."
  • C. Back 2 HipHop
    "Back 2 HipHop" is a track by the Black Eyed Peas from their album "Masters of the Sun Vol. 1" that pays homage to classic hip-hop style and culture.
  • D. Harlem World
    Harlem World is the 1999 debut studio album by rapper Mase, a multi-platinum Bad Boy Records release that helped define late-1990s mainstream hip hop.
  • E. Wu-Tang Killa Beez
    Wu-Tang Killa Beez is a loose collective of Wu-Tang Clan affiliates and protégés known for extending the group's hardcore East Coast hip-hop sound through numerous side projects and collaborations.
  • 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: Gang Starr Foundation
Triple: [DJ Premier, associatedAct, Gang Starr Foundation]
Generated description
Gang Starr Foundation is a loose collective of hip-hop artists and affiliates centered around the legendary duo Gang Starr, known for its influential contributions to East Coast rap in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gang Starr Foundation
Target entity description: Gang Starr Foundation is a loose collective of hip-hop artists and affiliates centered around the legendary duo Gang Starr, known for its influential contributions to East Coast rap in the 1990s.
  • A. G.O.O.D. Music
    G.O.O.D. Music is an American record label and creative collective founded by Kanye West, known for its influential roster of hip-hop and R&B artists.
  • B. Grandmaster Flash and the Furious Five
    Grandmaster Flash and the Furious Five were a pioneering hip hop group from the South Bronx known for their innovative DJ techniques and socially conscious tracks like "The Message."
  • C. Back 2 HipHop
    "Back 2 HipHop" is a track by the Black Eyed Peas from their album "Masters of the Sun Vol. 1" that pays homage to classic hip-hop style and culture.
  • D. Harlem World
    Harlem World is the 1999 debut studio album by rapper Mase, a multi-platinum Bad Boy Records release that helped define late-1990s mainstream hip hop.
  • E. Wu-Tang Killa Beez
    Wu-Tang Killa Beez is a loose collective of Wu-Tang Clan affiliates and protégés known for extending the group's hardcore East Coast hip-hop sound through numerous side projects and collaborations.
  • 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_69ad859e529c8190a404273f53cb487d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb07661748190bf57469e101c5283 completed March 8, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e86b8e04819091f4a4ae6d6a87ad completed March 12, 2026, 4:23 p.m.
NEDg Description generation batch_69b2e8f6a7c48190bc457f348c3a7179 completed March 12, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69b2e98804b8819097ef1fd498f13c9b completed March 12, 2026, 4:27 p.m.
Created at: March 8, 2026, 3:10 p.m.