Triple

T3125432
Position Surface form Disambiguated ID Type / Status
Subject Evidence E65284 entity
Predicate collaboratedWith P435 FINISHED
Object DJ Babu
DJ Babu is a hip-hop DJ and producer best known as a member of the Beat Junkies and the group Dilated Peoples, recognized for his influential turntablism and production work.
 E328394 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 Babu | Statement: [Evidence, collaboratedWith, DJ Babu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DJ Babu
Context triple: [Evidence, collaboratedWith, DJ Babu]
  • A. 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.
  • B. DJ Toomp
    DJ Toomp is an American record producer and DJ best known for his influential work in Southern hip hop, including crafting hits for artists like T.I. and Kanye West.
  • C. Mr. DJ
    Mr. DJ is a hip-hop music producer best known for his work with OutKast and on tracks like "Universal Mind Control."
  • D. 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.
  • E. 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.
  • 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 Babu
Triple: [Evidence, collaboratedWith, DJ Babu]
Generated description
DJ Babu is a hip-hop DJ and producer best known as a member of the Beat Junkies and the group Dilated Peoples, recognized for his influential turntablism and production work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DJ Babu
Target entity description: DJ Babu is a hip-hop DJ and producer best known as a member of the Beat Junkies and the group Dilated Peoples, recognized for his influential turntablism and production work.
  • A. 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.
  • B. DJ Toomp
    DJ Toomp is an American record producer and DJ best known for his influential work in Southern hip hop, including crafting hits for artists like T.I. and Kanye West.
  • C. Mr. DJ
    Mr. DJ is a hip-hop music producer best known for his work with OutKast and on tracks like "Universal Mind Control."
  • D. 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.
  • E. 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.
  • 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_69ad8580c72481909672d37acf647893 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada52e9f348190aa15b2c0d252719f completed March 8, 2026, 4:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f75fbf081909a2957b7277c3aae completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b20fbe1ef081909ef8c11fef96fcf9 completed March 12, 2026, 12:58 a.m.
NED2 Entity disambiguation (via description) batch_69b2101960388190827cc3e64fdf293b completed March 12, 2026, 1 a.m.
Created at: March 8, 2026, 3:04 p.m.