Triple

T5163853
Position Surface form Disambiguated ID Type / Status
Subject Hurley E116500 entity
Predicate hasNotableBearer P458 FINISHED
Object Michael F. Hurley
Michael F. Hurley is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hurley.
E526107 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 F. Hurley | Statement: [Hurley, hasNotableBearer, Michael F. Hurley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael F. Hurley
Context triple: [Hurley, hasNotableBearer, Michael F. Hurley]
  • A. Michael P. Hurley
    Michael P. Hurley is an individual notable enough to be specifically cited as a bearer of the surname Hurley, though detailed public information about his life or work is limited.
  • B. Michael D. Hurley
    Michael D. Hurley is a literary scholar and critic known for his work on style, form, and the philosophy of literature, particularly in relation to religious and aesthetic experience.
  • C. Michael G. Hurley
    Michael G. Hurley is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hurley.
  • D. 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.
  • E. 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.
  • 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 F. Hurley
Triple: [Hurley, hasNotableBearer, Michael F. Hurley]
Generated description
Michael F. Hurley is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hurley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael F. Hurley
Target entity description: Michael F. Hurley is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hurley.
  • A. Michael P. Hurley
    Michael P. Hurley is an individual notable enough to be specifically cited as a bearer of the surname Hurley, though detailed public information about his life or work is limited.
  • B. Michael D. Hurley
    Michael D. Hurley is a literary scholar and critic known for his work on style, form, and the philosophy of literature, particularly in relation to religious and aesthetic experience.
  • C. Michael G. Hurley
    Michael G. Hurley is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hurley.
  • D. 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.
  • E. 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.
  • 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_69bd445edb3881909b93b34d260717fc completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7927a348819082ad531955cdf30d completed March 20, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfabe6de448190a4e0c2e537a2e045 completed March 22, 2026, 8:44 a.m.
NEDg Description generation batch_69bfadf4a0bc8190a53265127e5e5cf8 completed March 22, 2026, 8:53 a.m.
NED2 Entity disambiguation (via description) batch_69bfae4cc484819089e42b82e5638d0c completed March 22, 2026, 8:54 a.m.
Created at: March 20, 2026, 1:44 p.m.