Triple

T8424862
Position Surface form Disambiguated ID Type / Status
Subject Chali 2na E198955 entity
Predicate associatedAct P37 FINISHED
Object DJ Nu-Mark
DJ Nu-Mark is an American DJ and producer best known as a member of the hip hop group Jurassic 5 and for his innovative, sample-heavy turntablism.
E733191 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 Nu-Mark | Statement: [Chali 2na, associatedAct, DJ Nu-Mark]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DJ Nu-Mark
Context triple: [Chali 2na, associatedAct, DJ Nu-Mark]
  • 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 Shok
    DJ Shok is a hip-hop producer best known for his work with DMX, including producing the acclaimed track "Slippin'."
  • C. DJ Hi-Tek
    DJ Hi-Tek is a hip-hop producer and DJ best known for his work with Mos Def and Talib Kweli, particularly as part of the group Reflection Eternal.
  • D. DJ Muggs
    DJ Muggs is an American DJ and producer best known as the primary producer for Cypress Hill and for his influential work in hip hop and trip-hop.
  • 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 Nu-Mark
Triple: [Chali 2na, associatedAct, DJ Nu-Mark]
Generated description
DJ Nu-Mark is an American DJ and producer best known as a member of the hip hop group Jurassic 5 and for his innovative, sample-heavy turntablism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DJ Nu-Mark
Target entity description: DJ Nu-Mark is an American DJ and producer best known as a member of the hip hop group Jurassic 5 and for his innovative, sample-heavy turntablism.
  • 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 Shok
    DJ Shok is a hip-hop producer best known for his work with DMX, including producing the acclaimed track "Slippin'."
  • C. DJ Hi-Tek
    DJ Hi-Tek is a hip-hop producer and DJ best known for his work with Mos Def and Talib Kweli, particularly as part of the group Reflection Eternal.
  • D. DJ Muggs
    DJ Muggs is an American DJ and producer best known as the primary producer for Cypress Hill and for his influential work in hip hop and trip-hop.
  • 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_69ca8312d63c8190bf133b676b44a385 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb85a0d04481908a5da908cafeceaa completed March 31, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce035aac4c81909066c1ca1318d006 completed April 2, 2026, 5:49 a.m.
NEDg Description generation batch_69ce07837648819080cd4026af55b246 completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce083cee848190b27a7dd19a16a0dc completed April 2, 2026, 6:10 a.m.
Created at: March 30, 2026, 6:07 p.m.