Triple

T11626931
Position Surface form Disambiguated ID Type / Status
Subject Bobby Hurley E276294 entity
Predicate fullName P16 FINISHED
Object Robert Matthew Hurley
Robert Matthew Hurley is an American former college basketball star and NBA player who is best known today as Bobby Hurley, the head coach of the Arizona State University men’s basketball team.
E938387 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: Robert Matthew Hurley | Statement: [Bobby Hurley, fullName, Robert Matthew Hurley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Matthew Hurley
Context triple: [Bobby Hurley, fullName, Robert Matthew Hurley]
  • A. Michael Y. Hurley
    Michael Y. Hurley is a notable individual recognized for achievements or prominence associated with the surname Hurley.
  • B. Michael J. Hurley
    Michael J. Hurley is a personal name shared by multiple individuals, including professionals and public figures in fields such as politics, academia, and sports.
  • C. Michael C. Hurley
    Michael C. Hurley is a former CIA operations officer and counterterrorism expert who served as a senior investigator for the 9/11 Commission.
  • D. Michael L. Hurley
    Michael L. Hurley is a notable individual recognized for achievements significant enough to be associated with the surname Hurley.
  • E. Michael R. Hurley
    Michael R. Hurley is a notable individual recognized for achievements or prominence significant enough to be specifically cited as a bearer of the Hurley name.
  • 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: Robert Matthew Hurley
Triple: [Bobby Hurley, fullName, Robert Matthew Hurley]
Generated description
Robert Matthew Hurley is an American former college basketball star and NBA player who is best known today as Bobby Hurley, the head coach of the Arizona State University men’s basketball team.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Matthew Hurley
Target entity description: Robert Matthew Hurley is an American former college basketball star and NBA player who is best known today as Bobby Hurley, the head coach of the Arizona State University men’s basketball team.
  • A. Michael Y. Hurley
    Michael Y. Hurley is a notable individual recognized for achievements or prominence associated with the surname Hurley.
  • B. Michael J. Hurley
    Michael J. Hurley is a personal name shared by multiple individuals, including professionals and public figures in fields such as politics, academia, and sports.
  • C. Michael C. Hurley
    Michael C. Hurley is a former CIA operations officer and counterterrorism expert who served as a senior investigator for the 9/11 Commission.
  • D. Michael L. Hurley
    Michael L. Hurley is a notable individual recognized for achievements significant enough to be associated with the surname Hurley.
  • E. Michael R. Hurley
    Michael R. Hurley is a notable individual recognized for achievements or prominence significant enough to be specifically cited as a bearer of the Hurley name.
  • 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_69d6aafa51148190ab84940694c00235 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a1259cd08190a75eeacb5e39b858 completed April 10, 2026, 7:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee87845d588190bfa4197e7ab600a7 completed April 26, 2026, 9:45 p.m.
NEDg Description generation batch_69eeb3137f4c8190ba8ac48b2cb419b4 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eee9845bec81909f0f9b005f75249a completed April 27, 2026, 4:43 a.m.
Created at: April 8, 2026, 9:39 p.m.