Triple

T7703995
Position Surface form Disambiguated ID Type / Status
Subject FIU Panthers men's basketball E174567 entity
Predicate formerHeadCoach P537 FINISHED
Object Rich Walker
Rich Walker is a basketball coach best known for his tenure leading the Florida International University Panthers men's basketball program.
E683010 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: Rich Walker | Statement: [FIU Panthers men's basketball, formerHeadCoach, Rich Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rich Walker
Context triple: [FIU Panthers men's basketball, formerHeadCoach, Rich Walker]
  • A. Ian Meakins
    Ian Meakins is a British business executive known for leading major multinational companies, including serving as chairman of Unilever.
  • B. 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.
  • C. Clark Walker
    Clark Walker is a film producer known for his work on the crime drama movie "The Newton Boys."
  • D. Brian Walker
    Brian Walker is an Australian ecologist and resilience scientist renowned for his pioneering work on social-ecological systems and sustainability.
  • E. Ian Allison
    Ian Allison is a Canadian sports executive best known for his leadership role as chairman of professional soccer club Cavalry FC.
  • 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: Rich Walker
Triple: [FIU Panthers men's basketball, formerHeadCoach, Rich Walker]
Generated description
Rich Walker is a basketball coach best known for his tenure leading the Florida International University Panthers men's basketball program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rich Walker
Target entity description: Rich Walker is a basketball coach best known for his tenure leading the Florida International University Panthers men's basketball program.
  • A. Ian Meakins
    Ian Meakins is a British business executive known for leading major multinational companies, including serving as chairman of Unilever.
  • B. 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.
  • C. Clark Walker
    Clark Walker is a film producer known for his work on the crime drama movie "The Newton Boys."
  • D. Brian Walker
    Brian Walker is an Australian ecologist and resilience scientist renowned for his pioneering work on social-ecological systems and sustainability.
  • E. Ian Allison
    Ian Allison is a Canadian sports executive best known for his leadership role as chairman of professional soccer club Cavalry FC.
  • 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_69c6995a72cc8190998e56daa6f8e453 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7028d72708190a8c8aa94a7ec905b completed March 27, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8acc088148190ba5ba07e4ad2284c completed March 29, 2026, 4:38 a.m.
NEDg Description generation batch_69c8ae313d4c8190964be233c0651f3a completed March 29, 2026, 4:44 a.m.
NED2 Entity disambiguation (via description) batch_69c8aea55c0081909aa0f6c96c8d6a03 completed March 29, 2026, 4:46 a.m.
Created at: March 27, 2026, 4:03 p.m.