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.