Triple

T23247981
Position Surface form Disambiguated ID Type / Status
Subject The Walker Brothers E581636 entity
Predicate associatedAct P37 FINISHED
Object John Walker (solo artist) — NE NERFINISHED

How this triple was built (3 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 Walker (solo artist) | Statement: [The Walker Brothers, associatedAct, John Walker (solo artist)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Walker (solo artist)
Context triple: [The Walker Brothers, associatedAct, John Walker (solo artist)]
  • A. Billy Walker
    Billy Walker was an American country music singer and guitarist known for his smooth vocal style and a string of hits from the 1950s through the 1970s.
  • B. Billy Walker
    Billy Walker is a collegiate sports administrator best known for serving as the athletic director at American University, overseeing the university’s NCAA Division I athletic programs.
  • C. Kit Walker
    Kit Walker is a central character in the television series "American Horror Story: Asylum," portrayed as a young man falsely accused of being a serial killer amid sinister events at a 1960s mental institution.
  • D. Danny Walker
    Danny Walker is a fictional World War II fighter pilot and one of the central protagonists in the 2001 war film "Pearl Harbor."
  • E. Stan Walker
    Stan Walker is a New Zealand-born pop and R&B singer who rose to fame after winning Australian Idol and has since become a prominent figure in Australasian music and Māori representation.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Walker (solo artist)
Target entity description: John Walker was an American-born British singer, guitarist, and songwriter best known as a founding member and frontman of the 1960s pop group The Walker Brothers, who also pursued a solo career.
  • A. Billy Walker
    Billy Walker was an American country music singer and guitarist known for his smooth vocal style and a string of hits from the 1950s through the 1970s.
  • B. Billy Walker
    Billy Walker is a collegiate sports administrator best known for serving as the athletic director at American University, overseeing the university’s NCAA Division I athletic programs.
  • C. Kit Walker
    Kit Walker is a central character in the television series "American Horror Story: Asylum," portrayed as a young man falsely accused of being a serial killer amid sinister events at a 1960s mental institution.
  • D. Danny Walker
    Danny Walker is a fictional World War II fighter pilot and one of the central protagonists in the 2001 war film "Pearl Harbor."
  • E. Stan Walker
    Stan Walker is a New Zealand-born pop and R&B singer who rose to fame after winning Australian Idol and has since become a prominent figure in Australasian music and Māori representation.
  • F. None of above. chosen

Provenance (2 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_69e24606b17c81908aba1a4911c8a8ba completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f193f3a67c81908ed18480e1cccc29 completed April 29, 2026, 5:15 a.m.
Created at: April 17, 2026, 4:10 p.m.