Triple

T4196474
Position Surface form Disambiguated ID Type / Status
Subject Warren G E89164 entity
Predicate notableWork P4 FINISHED
Object This D.J.
"This D.J." is a 1994 West Coast hip hop single by Warren G that helped solidify his reputation following the success of "Regulate."
 E423448 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: This D.J. | Statement: [Warren G, notableWork, This D.J.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: This D.J.
Context triple: [Warren G, notableWork, This D.J.]
  • A. Mr. DJ
    Mr. DJ is a hip-hop music producer best known for his work with OutKast and on tracks like "Universal Mind Control."
  • B. DJ Ace
    DJ Ace is a music producer and DJ best known for his work on the album "Birth of a Prince."
  • C. Jay Dee
    Jay Dee was the influential American hip-hop producer and rapper J Dilla, renowned for his innovative, soulful, and off-kilter beat-making style.
  • D. DJ Dahi
    DJ Dahi is an American record producer and DJ known for his innovative, genre-blending work with major hip-hop and R&B artists.
  • E. DJ Scratch
    DJ Scratch is an American DJ and hip-hop producer renowned for his intricate turntablism and influential work with artists like EPMD, Busta Rhymes, and Jay-Z.
  • 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: This D.J.
Triple: [Warren G, notableWork, This D.J.]
Generated description
"This D.J." is a 1994 West Coast hip hop single by Warren G that helped solidify his reputation following the success of "Regulate."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: This D.J.
Target entity description: "This D.J." is a 1994 West Coast hip hop single by Warren G that helped solidify his reputation following the success of "Regulate."
  • A. Mr. DJ
    Mr. DJ is a hip-hop music producer best known for his work with OutKast and on tracks like "Universal Mind Control."
  • B. DJ Ace
    DJ Ace is a music producer and DJ best known for his work on the album "Birth of a Prince."
  • C. Jay Dee
    Jay Dee was the influential American hip-hop producer and rapper J Dilla, renowned for his innovative, soulful, and off-kilter beat-making style.
  • D. DJ Dahi
    DJ Dahi is an American record producer and DJ known for his innovative, genre-blending work with major hip-hop and R&B artists.
  • E. DJ Scratch
    DJ Scratch is an American DJ and hip-hop producer renowned for his intricate turntablism and influential work with artists like EPMD, Busta Rhymes, and Jay-Z.
  • 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_69aed9569a4481908b6c1fcec2a11e21 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af035f9f788190a4bcfeda646fbebf completed March 9, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a84d00b8819082982c4d229c450e completed March 14, 2026, 6:26 p.m.
NEDg Description generation batch_69b5a983cfd88190b702c420d6dbc201 completed March 14, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69b5aa00bcd88190ad2fba212861c712 completed March 14, 2026, 6:33 p.m.
Created at: March 9, 2026, 3:46 p.m.