Triple

T4208000
Position Surface form Disambiguated ID Type / Status
Subject Beastie Boys E93827 entity
Predicate associatedAct P37 FINISHED
Object DJ Hurricane
DJ Hurricane is an American hip hop DJ and producer best known for serving as the longtime touring DJ for the Beastie Boys and for his solo work in the 1990s.
 E425085 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 Hurricane | Statement: [Beastie Boys, associatedAct, DJ Hurricane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DJ Hurricane
Context triple: [Beastie Boys, associatedAct, DJ Hurricane]
  • A. Big Daddy Kane
    Big Daddy Kane is an influential American rapper and lyricist from Brooklyn, renowned as a pioneering figure in late 1980s and early 1990s hip-hop for his complex wordplay and smooth delivery.
  • B. Chuck D
    Chuck D is an American rapper, activist, and co-founder of the influential hip hop group Public Enemy, known for his politically charged lyrics and powerful delivery.
  • C. DJ Reflex
    DJ Reflex is an American DJ and music producer known for his work in hip-hop and collaborations with prominent West Coast artists.
  • D. DJ Premier
    DJ Premier is a highly influential American hip-hop DJ and producer known for his gritty, sample-based boom-bap sound and classic work with Gang Starr and numerous rap legends.
  • E. DJ Envy
    DJ Envy is an American disc jockey, music producer, and radio personality best known as a longtime co-host of the nationally syndicated morning show "The Breakfast Club."
  • 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 Hurricane
Triple: [Beastie Boys, associatedAct, DJ Hurricane]
Generated description
DJ Hurricane is an American hip hop DJ and producer best known for serving as the longtime touring DJ for the Beastie Boys and for his solo work in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DJ Hurricane
Target entity description: DJ Hurricane is an American hip hop DJ and producer best known for serving as the longtime touring DJ for the Beastie Boys and for his solo work in the 1990s.
  • A. Big Daddy Kane
    Big Daddy Kane is an influential American rapper and lyricist from Brooklyn, renowned as a pioneering figure in late 1980s and early 1990s hip-hop for his complex wordplay and smooth delivery.
  • B. Chuck D
    Chuck D is an American rapper, activist, and co-founder of the influential hip hop group Public Enemy, known for his politically charged lyrics and powerful delivery.
  • C. DJ Reflex
    DJ Reflex is an American DJ and music producer known for his work in hip-hop and collaborations with prominent West Coast artists.
  • D. DJ Premier
    DJ Premier is a highly influential American hip-hop DJ and producer known for his gritty, sample-based boom-bap sound and classic work with Gang Starr and numerous rap legends.
  • E. DJ Envy
    DJ Envy is an American disc jockey, music producer, and radio personality best known as a longtime co-host of the nationally syndicated morning show "The Breakfast Club."
  • 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_69b3451743608190808f41d17ccf2650 completed March 12, 2026, 10:58 p.m.
NER Named-entity recognition batch_69b3480e2aa08190a0b24df3b0e4b272 completed March 12, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a84ffb18819081fcd4b258ccfedf completed March 14, 2026, 6:26 p.m.
NEDg Description generation batch_69b5a8e024a081909e7ecbe969793281 completed March 14, 2026, 6:28 p.m.
NED2 Entity disambiguation (via description) batch_69b5acefd1f881908226ff68a741552b completed March 14, 2026, 6:46 p.m.
Created at: March 12, 2026, 11:03 p.m.