Triple

T2187349
Position Surface form Disambiguated ID Type / Status
Subject Ball E49180 entity
Predicate hasNotableBearer P458 FINISHED
Object Timothy Ball
Timothy Ball is a Canadian climatologist known for his outspoken skepticism of mainstream climate change science and involvement in public debates over global warming.
E248869 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: Timothy Ball | Statement: [Ball, hasNotableBearer, Timothy Ball]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Timothy Ball
Context triple: [Ball, hasNotableBearer, Timothy Ball]
  • A. Bert Whalley
    Bert Whalley was an English football coach and former player for Manchester United who tragically died in the 1958 Munich air disaster.
  • B. Richard Pryce
    Richard Pryce was a British novelist and playwright of the late 19th and early 20th centuries, known for his socially observant fiction and contributions to Victorian and Edwardian literature.
  • C. Stephen McHattie
    Stephen McHattie is a Canadian actor known for his intense character roles in film and television, including his appearance in the superhero film "Watchmen."
  • D. Colum Eastwood
    Colum Eastwood is a Northern Irish politician who has served as leader of the Social Democratic and Labour Party (SDLP) and as a Member of Parliament for Foyle.
  • E. Robert Hepburn
    Robert Hepburn was the brother of acclaimed American actress Katharine Hepburn and a member of the prominent Hepburn 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: Timothy Ball
Triple: [Ball, hasNotableBearer, Timothy Ball]
Generated description
Timothy Ball is a Canadian climatologist known for his outspoken skepticism of mainstream climate change science and involvement in public debates over global warming.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Timothy Ball
Target entity description: Timothy Ball is a Canadian climatologist known for his outspoken skepticism of mainstream climate change science and involvement in public debates over global warming.
  • A. Bert Whalley
    Bert Whalley was an English football coach and former player for Manchester United who tragically died in the 1958 Munich air disaster.
  • B. Richard Pryce
    Richard Pryce was a British novelist and playwright of the late 19th and early 20th centuries, known for his socially observant fiction and contributions to Victorian and Edwardian literature.
  • C. Stephen McHattie
    Stephen McHattie is a Canadian actor known for his intense character roles in film and television, including his appearance in the superhero film "Watchmen."
  • D. Colum Eastwood
    Colum Eastwood is a Northern Irish politician who has served as leader of the Social Democratic and Labour Party (SDLP) and as a Member of Parliament for Foyle.
  • E. Robert Hepburn
    Robert Hepburn was the brother of acclaimed American actress Katharine Hepburn and a member of the prominent Hepburn 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_69a88aa72d348190a9544bb5b8a4e71d completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbf130ef081908adb4a22f056be5b completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6af40330819094b3b9d74a63b602 completed March 9, 2026, 6:38 a.m.
NEDg Description generation batch_69ae6c6bfba88190b3f2b8a081f2393e completed March 9, 2026, 6:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae6cbf1ae88190a35c65605470a01f completed March 9, 2026, 6:46 a.m.
Created at: March 4, 2026, 7:45 p.m.