Triple

T5205751
Position Surface form Disambiguated ID Type / Status
Subject South Florida Bulls E117505 entity
Predicate athleticDirector P745 FINISHED
Object Michael Kelly
Michael Kelly is an American sports executive best known for serving as the athletic director at the University of South Florida.
E503390 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: Michael Kelly | Statement: [South Florida Bulls, athleticDirector, Michael Kelly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Kelly
Context triple: [South Florida Bulls, athleticDirector, Michael Kelly]
  • A. Michael Kelly
    Michael Kelly is an American actor best known for his role as Doug Stamper on the political drama series "House of Cards."
  • B. Michael Kelly
    Michael Kelly is a film editor best known for his work on the animated feature "The Rescuers Down Under."
  • C. Michael Walsh
    Michael Walsh is a common personal name shared by numerous individuals across various fields such as politics, sports, literature, and entertainment.
  • D. Patrick J. Sullivan
    Patrick J. Sullivan was a notable individual interred at Mount Olivet Cemetery in Washington, D.C., recognized for his significance to the local community or broader historical record.
  • E. Michael Farrell
    Michael Farrell is an Irish civil rights activist and lawyer known for his prominent role in the Northern Ireland civil rights movement and leadership within the People's Democracy organization.
  • 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: Michael Kelly
Triple: [South Florida Bulls, athleticDirector, Michael Kelly]
Generated description
Michael Kelly is an American sports executive best known for serving as the athletic director at the University of South Florida.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Kelly
Target entity description: Michael Kelly is an American sports executive best known for serving as the athletic director at the University of South Florida.
  • A. Michael Kelly
    Michael Kelly is an American actor best known for his role as Doug Stamper on the political drama series "House of Cards."
  • B. Michael Kelly
    Michael Kelly is a film editor best known for his work on the animated feature "The Rescuers Down Under."
  • C. Michael Walsh
    Michael Walsh is a common personal name shared by numerous individuals across various fields such as politics, sports, literature, and entertainment.
  • D. Patrick J. Sullivan
    Patrick J. Sullivan was a notable individual interred at Mount Olivet Cemetery in Washington, D.C., recognized for his significance to the local community or broader historical record.
  • E. Michael Farrell
    Michael Farrell is an Irish civil rights activist and lawyer known for his prominent role in the Northern Ireland civil rights movement and leadership within the People's Democracy organization.
  • 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_69bd4463dd3c81909966123f20b79d57 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7a490338819080481df79d3aae01 completed March 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69beefca8a1c81908eec1baa65bb06a3 completed March 21, 2026, 7:21 p.m.
NEDg Description generation batch_69bef0b1fe9c8190bfc1be621c7c1c76 completed March 21, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69bef16739148190b9700228be7d07f9 completed March 21, 2026, 7:28 p.m.
Created at: March 20, 2026, 1:47 p.m.