Triple

T12258703
Position Surface form Disambiguated ID Type / Status
Subject Superstar E292166 entity
Predicate producer P490 FINISHED
Object DJ Klem
DJ Klem is a Nigerian music producer and DJ known for crafting polished, genre-blending beats for prominent Afrobeats and hip-hop artists.
 E972955 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 Klem | Statement: [Superstar, producer, DJ Klem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DJ Klem
Context triple: [Superstar, producer, DJ Klem]
  • A. DJ Krust
    DJ Krust is a pioneering British drum and bass producer and DJ from Bristol, best known for his dark, atmospheric tracks and work with the Full Cycle and Reprazent collectives.
  • B. DJ Daryl
    DJ Daryl is a hip-hop producer best known for his work on 2Pac’s early recordings, including tracks from the album "Strictly 4 My N.I.G.G.A.Z...."
  • 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 Klem
Triple: [Superstar, producer, DJ Klem]
Generated description
DJ Klem is a Nigerian music producer and DJ known for crafting polished, genre-blending beats for prominent Afrobeats and hip-hop artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DJ Klem
Target entity description: DJ Klem is a Nigerian music producer and DJ known for crafting polished, genre-blending beats for prominent Afrobeats and hip-hop artists.
  • A. DJ Krust
    DJ Krust is a pioneering British drum and bass producer and DJ from Bristol, best known for his dark, atmospheric tracks and work with the Full Cycle and Reprazent collectives.
  • B. DJ Daryl
    DJ Daryl is a hip-hop producer best known for his work on 2Pac’s early recordings, including tracks from the album "Strictly 4 My N.I.G.G.A.Z...."
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ccadc3c81908fe68adc3fdcc851 completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60abfc8588190ab9300c6e5e59092 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f61a13fd1481908a06ca65b276e0e1 completed May 2, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69f61ad2bd0c8190ada37bc1f8ae160f completed May 2, 2026, 3:40 p.m.
Created at: April 8, 2026, 9:52 p.m.