Triple

T22255627
Position Surface form Disambiguated ID Type / Status
Subject U2 – Rattle and Hum E550087 entity
Predicate producer P490 FINISHED
Object Tony Cousins
Tony Cousins is a British mastering engineer and producer known for his work on major rock and pop albums, including projects with U2.
 E1526754 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 Cousins | Statement: [U2 – Rattle and Hum, producer, Tony Cousins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tony Cousins
Context triple: [U2 – Rattle and Hum, producer, Tony Cousins]
  • A. Tony Parsons
    Tony Parsons is a British journalist and bestselling novelist known for works such as "Man and Boy," often exploring themes of family, relationships, and modern masculinity.
  • B. Peter Aykroyd
    Peter Aykroyd was a Canadian actor, comedian, and writer, and the younger brother of Dan Aykroyd, known for his work on Saturday Night Live and in film and television.
  • C. Nick Cousins
    Nick Cousins is a Canadian professional ice hockey forward who has played in the NHL for multiple teams, including the Arizona Coyotes, Montreal Canadiens, and Florida Panthers.
  • D. Tony Ross
    Tony Ross is a British illustrator and author best known for his humorous and distinctive artwork in numerous children's books, including the "Little Princess" series.
  • E. Keith Partridge
    Keith Partridge is the fictional teen heartthrob and lead singer of the family band in the 1970s musical sitcom "The Partridge Family."
  • 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 Cousins
Triple: [U2 – Rattle and Hum, producer, Tony Cousins]
Generated description
Tony Cousins is a British mastering engineer and producer known for his work on major rock and pop albums, including projects with U2.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tony Cousins
Target entity description: Tony Cousins is a British mastering engineer and producer known for his work on major rock and pop albums, including projects with U2.
  • A. Tony Parsons
    Tony Parsons is a British journalist and bestselling novelist known for works such as "Man and Boy," often exploring themes of family, relationships, and modern masculinity.
  • B. Peter Aykroyd
    Peter Aykroyd was a Canadian actor, comedian, and writer, and the younger brother of Dan Aykroyd, known for his work on Saturday Night Live and in film and television.
  • C. Nick Cousins
    Nick Cousins is a Canadian professional ice hockey forward who has played in the NHL for multiple teams, including the Arizona Coyotes, Montreal Canadiens, and Florida Panthers.
  • D. Tony Ross
    Tony Ross is a British illustrator and author best known for his humorous and distinctive artwork in numerous children's books, including the "Little Princess" series.
  • E. Keith Partridge
    Keith Partridge is the fictional teen heartthrob and lead singer of the family band in the 1970s musical sitcom "The Partridge Family."
  • 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_69e11e42adb8819087714772ea606709 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f138c314308190a5eea84e1750158a completed April 28, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab66482388190899f9016951e7ad4 completed May 18, 2026, 6:49 a.m.
NEDg Description generation batch_6a0ab6dce3848190838b858dc021b681 completed May 18, 2026, 6:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab7ca94308190a327779ffa509d59 completed May 18, 2026, 6:55 a.m.
Created at: April 16, 2026, 8:39 p.m.