Triple

T8788496
Position Surface form Disambiguated ID Type / Status
Subject Danny Howells E209100 entity
Predicate hasCollaboratedWith P8554 FINISHED
Object John Digweed
John Digweed is a British DJ and producer renowned as a pioneer of progressive house and for his influential Global Underground mixes and Bedrock Records label.
E757711 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: John Digweed | Statement: [Danny Howells, hasCollaboratedWith, John Digweed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Digweed
Context triple: [Danny Howells, hasCollaboratedWith, John Digweed]
  • A. Paul Oakenfold
    Paul Oakenfold is a pioneering British DJ and record producer known for popularizing trance music worldwide and remixing major artists across electronic and pop genres.
  • B. Matthew Herbert
    Matthew Herbert is an experimental British musician and producer known for his innovative use of found sounds and unconventional recording techniques in electronic and jazz-influenced music.
  • C. Carl Cox
    Carl Cox is a pioneering British DJ and producer renowned for his influential role in the global techno and house scenes and his legendary festival and club performances.
  • D. Paul van Dyk
    Paul van Dyk is a German DJ and producer widely regarded as one of the pioneers and leading figures of the trance music genre.
  • E. William Orbit
    William Orbit is a British record producer and composer renowned for his innovative electronic soundscapes and influential collaborations with major pop artists, including his work on Madonna’s acclaimed album "Ray of Light."
  • 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: John Digweed
Triple: [Danny Howells, hasCollaboratedWith, John Digweed]
Generated description
John Digweed is a British DJ and producer renowned as a pioneer of progressive house and for his influential Global Underground mixes and Bedrock Records label.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Digweed
Target entity description: John Digweed is a British DJ and producer renowned as a pioneer of progressive house and for his influential Global Underground mixes and Bedrock Records label.
  • A. Paul Oakenfold
    Paul Oakenfold is a pioneering British DJ and record producer known for popularizing trance music worldwide and remixing major artists across electronic and pop genres.
  • B. Matthew Herbert
    Matthew Herbert is an experimental British musician and producer known for his innovative use of found sounds and unconventional recording techniques in electronic and jazz-influenced music.
  • C. Carl Cox
    Carl Cox is a pioneering British DJ and producer renowned for his influential role in the global techno and house scenes and his legendary festival and club performances.
  • D. Paul van Dyk
    Paul van Dyk is a German DJ and producer widely regarded as one of the pioneers and leading figures of the trance music genre.
  • E. William Orbit
    William Orbit is a British record producer and composer renowned for his innovative electronic soundscapes and influential collaborations with major pop artists, including his work on Madonna’s acclaimed album "Ray of Light."
  • 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_69ca836168108190bb43d3dc235c1f55 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f89a84c819085d4cfe4e6dfbda8 completed March 31, 2026, 11:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf5210454c8190aa83d941893a4bc5 completed April 3, 2026, 5:37 a.m.
NEDg Description generation batch_69cf5378c3f48190a4180c20aecb2260 completed April 3, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf5471e9c08190963b7f1d6c2ceffe completed April 3, 2026, 5:47 a.m.
Created at: March 30, 2026, 6:43 p.m.