Triple

T20831405
Position Surface form Disambiguated ID Type / Status
Subject Humble Beast E512834 entity
Predicate producer P490 FINISHED
Object DJ L
DJ L is a hip-hop music producer known for his work with the Christian rap collective Humble Beast.
 E1456194 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 L | Statement: [Humble Beast, producer, DJ L]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DJ L
Context triple: [Humble Beast, producer, DJ L]
  • A. DJ L
    DJ L is a prominent hip-hop producer closely associated with the Chicago drill scene, known for crafting hard-hitting beats for key artists in the genre.
  • B. DJ Lont
    DJ Lont is a hip-hop music producer best known for his work on the mixtape "Ballin Like I’m Kobe."
  • C. DJ Lethal
    DJ Lethal is a Latvian-American DJ and producer best known as a member of the rap rock band Limp Bizkit and formerly of the hip hop group House of Pain.
  • D. J-Lu
    J-Lu is a music producer best known for working on the track "Cockiness (Love It)."
  • E. DJ Luian
    DJ Luian is a Puerto Rican music producer and DJ best known for his influential work in the Latin trap and reggaeton scenes, collaborating with major urban artists across the Spanish-speaking world.
  • 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 L
Triple: [Humble Beast, producer, DJ L]
Generated description
DJ L is a hip-hop music producer known for his work with the Christian rap collective Humble Beast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DJ L
Target entity description: DJ L is a hip-hop music producer known for his work with the Christian rap collective Humble Beast.
  • A. DJ L
    DJ L is a prominent hip-hop producer closely associated with the Chicago drill scene, known for crafting hard-hitting beats for key artists in the genre.
  • B. DJ Lont
    DJ Lont is a hip-hop music producer best known for his work on the mixtape "Ballin Like I’m Kobe."
  • C. DJ Lethal
    DJ Lethal is a Latvian-American DJ and producer best known as a member of the rap rock band Limp Bizkit and formerly of the hip hop group House of Pain.
  • D. J-Lu
    J-Lu is a music producer best known for working on the track "Cockiness (Love It)."
  • E. DJ Luian
    DJ Luian is a Puerto Rican music producer and DJ best known for his influential work in the Latin trap and reggaeton scenes, collaborating with major urban artists across the Spanish-speaking world.
  • 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_69e0b4cf62a88190bbf92351e9e57259 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3224e788190bfc4d3dcbaa674a7 completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0918bdd28481908ead3dbd5f81a46e completed May 17, 2026, 1:24 a.m.
NEDg Description generation batch_6a091971e5308190acdf4a65b1e67118 completed May 17, 2026, 1:27 a.m.
NED2 Entity disambiguation (via description) batch_6a0919f58008819097e05a187ed4b3de completed May 17, 2026, 1:29 a.m.
Created at: April 16, 2026, 12:42 p.m.