Triple

T4529026
Position Surface form Disambiguated ID Type / Status
Subject Flybe E106248 entity
Predicate foundedBy P104 FINISHED
Object Jack Walker
Jack Walker was a British businessman and steel magnate best known for his ownership and heavy investment in Blackburn Rovers Football Club, leading them to Premier League success in the 1990s.
 E449319 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: Jack Walker | Statement: [Flybe, foundedBy, Jack Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jack Walker
Context triple: [Flybe, foundedBy, Jack Walker]
  • A. Rob Walker
    Rob Walker is a technology entrepreneur best known as a co-founder of the semiconductor company LSI Logic.
  • B. Joseph Walker
    Joseph Walker was a prominent American cinematographer best known for his influential work during Hollywood’s Golden Age, particularly in collaboration with director Frank Capra.
  • C. Peter Walker
    Peter Walker is a renowned American landscape architect known for designing prominent public spaces and memorials worldwide.
  • D. John Williams Walker
    John Williams Walker was an early 19th-century American politician who served as one of Alabama’s first U.S. senators and played a key role in the state’s early political development.
  • E. 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.
  • 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: Jack Walker
Triple: [Flybe, foundedBy, Jack Walker]
Generated description
Jack Walker was a British businessman and steel magnate best known for his ownership and heavy investment in Blackburn Rovers Football Club, leading them to Premier League success in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jack Walker
Target entity description: Jack Walker was a British businessman and steel magnate best known for his ownership and heavy investment in Blackburn Rovers Football Club, leading them to Premier League success in the 1990s.
  • A. Rob Walker
    Rob Walker is a technology entrepreneur best known as a co-founder of the semiconductor company LSI Logic.
  • B. Joseph Walker
    Joseph Walker was a prominent American cinematographer best known for his influential work during Hollywood’s Golden Age, particularly in collaboration with director Frank Capra.
  • C. Peter Walker
    Peter Walker is a renowned American landscape architect known for designing prominent public spaces and memorials worldwide.
  • D. John Williams Walker
    John Williams Walker was an early 19th-century American politician who served as one of Alabama’s first U.S. senators and played a key role in the state’s early political development.
  • E. 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.
  • 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_69bd43f3d6e08190a91824f833d51bbe completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd5779593081908593537b9239e01b completed March 20, 2026, 2:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69bda45eadd0819093429e14c88a161d completed March 20, 2026, 7:47 p.m.
NEDg Description generation batch_69bda4e4f5a081908892c4363b3a4989 completed March 20, 2026, 7:49 p.m.
NED2 Entity disambiguation (via description) batch_69bda556d4188190a00d6e6259139c10 completed March 20, 2026, 7:51 p.m.
Created at: March 20, 2026, 1:03 p.m.