Triple

T13933110
Position Surface form Disambiguated ID Type / Status
Subject The Keynote Speaker E335040 entity
Predicate producer P490 FINISHED
Object DJ Hush
DJ Hush is a music producer and disc jockey known for creating energetic, crowd-pleasing sets and remixes.
E1069908 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 Hush | Statement: [The Keynote Speaker, producer, DJ Hush]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DJ Hush
Context triple: [The Keynote Speaker, producer, DJ Hush]
  • 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 Shok
    DJ Shok is a hip-hop producer best known for his work with DMX, including producing the acclaimed track "Slippin'."
  • C. Rahzel
    Rahzel is an American beatboxer and vocal percussionist renowned for his innovative ability to simultaneously sing and beatbox, and for his prominent work with the hip hop group The Roots.
  • D. J Hus
    J Hus is a British rapper and singer known for pioneering the Afro-swing sound with hits like "Did You See" and the acclaimed album "Common Sense."
  • E. DJ Blaqstarr
    DJ Blaqstarr is an American DJ and producer known for his influential work in Baltimore club music and collaborations with artists like M.I.A.
  • 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 Hush
Triple: [The Keynote Speaker, producer, DJ Hush]
Generated description
DJ Hush is a music producer and disc jockey known for creating energetic, crowd-pleasing sets and remixes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DJ Hush
Target entity description: DJ Hush is a music producer and disc jockey known for creating energetic, crowd-pleasing sets and remixes.
  • 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 Shok
    DJ Shok is a hip-hop producer best known for his work with DMX, including producing the acclaimed track "Slippin'."
  • C. Rahzel
    Rahzel is an American beatboxer and vocal percussionist renowned for his innovative ability to simultaneously sing and beatbox, and for his prominent work with the hip hop group The Roots.
  • D. J Hus
    J Hus is a British rapper and singer known for pioneering the Afro-swing sound with hits like "Did You See" and the acclaimed album "Common Sense."
  • E. DJ Blaqstarr
    DJ Blaqstarr is an American DJ and producer known for his influential work in Baltimore club music and collaborations with artists like M.I.A.
  • 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_69d81c5f739081908bc05b2461f54828 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf28df081908d897d7b9ec7939d completed April 14, 2026, 12:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce865ab4819088221189344b3801 completed May 3, 2026, 10:39 p.m.
NEDg Description generation batch_69f9fd5b82f48190b0b89ddca25883cc completed May 5, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_69f9fea0a9dc8190b5b65dfec9626949 completed May 5, 2026, 2:28 p.m.
Created at: April 9, 2026, 10:17 p.m.