Triple

T6478728
Position Surface form Disambiguated ID Type / Status
Subject Digital Underground E146135 entity
Predicate member P10 FINISHED
Object DJ Fuze
DJ Fuze is an American hip hop DJ best known for his work with the influential rap group Digital Underground during the late 1980s and early 1990s.
 E597029 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: DJ Fuze | Statement: [Digital Underground, member, DJ Fuze]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DJ Fuze
Context triple: [Digital Underground, member, DJ Fuze]
  • A. DJ Frank E
    DJ Frank E is an American record producer and songwriter known for crafting pop and hip-hop hits for major artists across the 2000s and 2010s.
  • B. DJ Battlecat
    DJ Battlecat is a West Coast hip hop producer and DJ known for his signature G-funk sound and influential work with artists like Snoop Dogg and Xzibit.
  • C. 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.
  • D. DJ Shok
    DJ Shok is a hip-hop producer best known for his work with DMX, including producing the acclaimed track "Slippin'."
  • E. DJ Spinderella
    DJ Spinderella is an American DJ, producer, and rapper best known as the longtime DJ and third member of the pioneering hip hop group Salt-N-Pepa.
  • 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: DJ Fuze
Triple: [Digital Underground, member, DJ Fuze]
Generated description
DJ Fuze is an American hip hop DJ best known for his work with the influential rap group Digital Underground during the late 1980s and early 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DJ Fuze
Target entity description: DJ Fuze is an American hip hop DJ best known for his work with the influential rap group Digital Underground during the late 1980s and early 1990s.
  • A. DJ Frank E
    DJ Frank E is an American record producer and songwriter known for crafting pop and hip-hop hits for major artists across the 2000s and 2010s.
  • B. DJ Battlecat
    DJ Battlecat is a West Coast hip hop producer and DJ known for his signature G-funk sound and influential work with artists like Snoop Dogg and Xzibit.
  • C. 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.
  • D. DJ Shok
    DJ Shok is a hip-hop producer best known for his work with DMX, including producing the acclaimed track "Slippin'."
  • E. DJ Spinderella
    DJ Spinderella is an American DJ, producer, and rapper best known as the longtime DJ and third member of the pioneering hip hop group Salt-N-Pepa.
  • 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.