Triple
T10465755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Art of Doing Nothing |
E246789
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Bradley Spence
Bradley Spence is a music producer known for his work on albums such as *The Art of Doing Nothing*.
|
E866310
|
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: Bradley Spence | Statement: [The Art of Doing Nothing, producer, Bradley Spence]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bradley Spence Context triple: [The Art of Doing Nothing, producer, Bradley Spence]
-
A.
Jonathan Speirs
Jonathan Speirs was a renowned Scottish architectural lighting designer known for co-founding influential lighting design practices and shaping the illumination of landmark buildings worldwide.
-
B.
Marc Spicer
Marc Spicer is a cinematographer best known for his work on high-octane action films, including the blockbuster installment Furious 7 in the Fast & Furious franchise.
-
C.
Michael Bland
Michael Bland is an American drummer best known for his powerful, versatile work with Prince and other major artists across funk, rock, and pop.
-
D.
Tom Goodman-Hill
Tom Goodman-Hill is a British actor known for his work in television, film, and theatre, including roles in series such as "Humans" and "Mr Selfridge."
-
E.
Michael Ward
Michael Ward was a British character actor known for his numerous supporting roles in mid-20th-century film and television comedies.
- 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: Bradley Spence Triple: [The Art of Doing Nothing, producer, Bradley Spence]
Generated description
Bradley Spence is a music producer known for his work on albums such as *The Art of Doing Nothing*.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bradley Spence Target entity description: Bradley Spence is a music producer known for his work on albums such as *The Art of Doing Nothing*.
-
A.
Jonathan Speirs
Jonathan Speirs was a renowned Scottish architectural lighting designer known for co-founding influential lighting design practices and shaping the illumination of landmark buildings worldwide.
-
B.
Marc Spicer
Marc Spicer is a cinematographer best known for his work on high-octane action films, including the blockbuster installment Furious 7 in the Fast & Furious franchise.
-
C.
Michael Bland
Michael Bland is an American drummer best known for his powerful, versatile work with Prince and other major artists across funk, rock, and pop.
-
D.
Tom Goodman-Hill
Tom Goodman-Hill is a British actor known for his work in television, film, and theatre, including roles in series such as "Humans" and "Mr Selfridge."
-
E.
Michael Ward
Michael Ward was a British character actor known for his numerous supporting roles in mid-20th-century film and television comedies.
- 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_69d381c16c248190a2fe5b471e584e9c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5092d6d408190b6bda4d7ced4601e |
completed | April 7, 2026, 1:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d89fe6129881908c658ff977e68135 |
completed | April 10, 2026, 6:59 a.m. |
| NEDg | Description generation | batch_69d8a43ae8a48190b1c05b6a91dfed9a |
completed | April 10, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8b8fe1b9c8190b5a4787797ad7120 |
completed | April 10, 2026, 8:46 a.m. |
Created at: April 6, 2026, 12:19 p.m.