Triple

T4363208
Position Surface form Disambiguated ID Type / Status
Subject David Bowie E98709 entity
Predicate associatedAct P37 FINISHED
Object Tony Visconti
Tony Visconti is an American record producer, musician, and arranger best known for his long-running, influential collaboration with David Bowie and his work shaping the sound of numerous rock and pop artists.
 E434423 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: Tony Visconti | Statement: [David Bowie, associatedAct, Tony Visconti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tony Visconti
Context triple: [David Bowie, associatedAct, Tony Visconti]
  • A. Michael Beinhorn
    Michael Beinhorn is an American record producer known for his work on influential rock and alternative albums by artists such as Soundgarden, Red Hot Chili Peppers, and Marilyn Manson.
  • B. Don Mischer
    Don Mischer is an American television producer and director renowned for staging major live events and award shows, including multiple Academy Awards broadcasts.
  • C. Bob Johnston
    Bob Johnston was an American record producer best known for his work with Bob Dylan, Johnny Cash, and other major artists in the 1960s and 1970s.
  • D. Phil Ramone
    Phil Ramone was a renowned American record producer and engineer celebrated for his innovative studio techniques and work with major artists across pop, rock, and jazz.
  • E. Nellee Hooper
    Nellee Hooper is a British record producer and remixer known for his influential work with artists such as U2, Björk, Massive Attack, and Madonna.
  • 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: Tony Visconti
Triple: [David Bowie, associatedAct, Tony Visconti]
Generated description
Tony Visconti is an American record producer, musician, and arranger best known for his long-running, influential collaboration with David Bowie and his work shaping the sound of numerous rock and pop artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tony Visconti
Target entity description: Tony Visconti is an American record producer, musician, and arranger best known for his long-running, influential collaboration with David Bowie and his work shaping the sound of numerous rock and pop artists.
  • A. Michael Beinhorn
    Michael Beinhorn is an American record producer known for his work on influential rock and alternative albums by artists such as Soundgarden, Red Hot Chili Peppers, and Marilyn Manson.
  • B. Don Mischer
    Don Mischer is an American television producer and director renowned for staging major live events and award shows, including multiple Academy Awards broadcasts.
  • C. Bob Johnston
    Bob Johnston was an American record producer best known for his work with Bob Dylan, Johnny Cash, and other major artists in the 1960s and 1970s.
  • D. Phil Ramone
    Phil Ramone was a renowned American record producer and engineer celebrated for his innovative studio techniques and work with major artists across pop, rock, and jazz.
  • E. Nellee Hooper
    Nellee Hooper is a British record producer and remixer known for his influential work with artists such as U2, Björk, Massive Attack, and Madonna.
  • 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_69b3454c772081908e20173e379e8ebe completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351e70a748190af6f1b709a0e75e6 completed March 12, 2026, 11:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbc68534819095ce62645ca79eff completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5df8336e881908c875b8411c2fe4d completed March 14, 2026, 10:21 p.m.
NED2 Entity disambiguation (via description) batch_69b5e0ded0288190b615364e9ae10821 completed March 14, 2026, 10:27 p.m.
Created at: March 12, 2026, 11:16 p.m.