Triple

T5163833
Position Surface form Disambiguated ID Type / Status
Subject Hurley E116500 entity
Predicate hasNotableBearer P458 FINISHED
Object Denis Hurley
Denis Hurley was a prominent South African Catholic archbishop and social justice advocate known for his outspoken opposition to apartheid.
 E499950 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: Denis Hurley | Statement: [Hurley, hasNotableBearer, Denis Hurley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Denis Hurley
Context triple: [Hurley, hasNotableBearer, Denis Hurley]
  • A. Tony Geraghty
    Tony Geraghty was a member of the popular Irish cabaret group the Miami Showband who was killed in the notorious 1975 loyalist paramilitary attack in Northern Ireland.
  • B. Andrew Shearer
    Andrew Shearer was a Canadian businessman best known as the father of Hollywood actresses Norma and Athole Shearer.
  • C. John Stephenson
    John Stephenson was an American voice actor best known for his extensive work in classic Hanna-Barbera cartoons and other animated television series.
  • D. John Hough
    John Hough is a British film and television director best known for his work in horror and genre cinema during the 1970s and 1980s.
  • E. Alan Milburn
    Alan Milburn is a British Labour politician and former Secretary of State for Health who later became a prominent figure in public service reform and higher education leadership.
  • 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: Denis Hurley
Triple: [Hurley, hasNotableBearer, Denis Hurley]
Generated description
Denis Hurley was a prominent South African Catholic archbishop and social justice advocate known for his outspoken opposition to apartheid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Denis Hurley
Target entity description: Denis Hurley was a prominent South African Catholic archbishop and social justice advocate known for his outspoken opposition to apartheid.
  • A. Tony Geraghty
    Tony Geraghty was a member of the popular Irish cabaret group the Miami Showband who was killed in the notorious 1975 loyalist paramilitary attack in Northern Ireland.
  • B. Andrew Shearer
    Andrew Shearer was a Canadian businessman best known as the father of Hollywood actresses Norma and Athole Shearer.
  • C. John Stephenson
    John Stephenson was an American voice actor best known for his extensive work in classic Hanna-Barbera cartoons and other animated television series.
  • D. John Hough
    John Hough is a British film and television director best known for his work in horror and genre cinema during the 1970s and 1980s.
  • E. Alan Milburn
    Alan Milburn is a British Labour politician and former Secretary of State for Health who later became a prominent figure in public service reform and higher education leadership.
  • 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_69bed933abd88190981cb16189685b8f completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69beda793fbc819098386f6d7633df95 completed March 21, 2026, 5:50 p.m.
NED2 Entity disambiguation (via description) batch_69bedadb77dc81909604133f25977f35 completed March 21, 2026, 5:52 p.m.
Created at: March 20, 2026, 1:44 p.m.