Triple

T19387835
Position Surface form Disambiguated ID Type / Status
Subject Hayes E484980 entity
Predicate hasNotableBearer P458 FINISHED
Object Darren Hayes
Darren Hayes is an Australian singer-songwriter best known as the lead vocalist of the pop duo Savage Garden and for his subsequent solo music career.
 E1374432 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: Darren Hayes | Statement: [Hayes, hasNotableBearer, Darren Hayes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Darren Hayes
Context triple: [Hayes, hasNotableBearer, Darren Hayes]
  • A. Andrew Sharp
    Andrew Sharp is a British business executive and former CEO of the travel company Eurostar.
  • B. Michael Kerr
    Michael Kerr is a name shared by several notable individuals, including a Canadian NHL defenseman and a British Labour politician who served as Speaker of the House of Commons.
  • C. Andrew Love
    Andrew Love was an American saxophonist best known as a key member of the Mar-Keys and the legendary Stax Records house horn section, the Memphis Horns.
  • D. Shannon Noll
    Shannon Noll is an Australian rock and pop singer who rose to fame as the runner-up on the first season of Australian Idol and went on to have a successful recording career.
  • E. Will Young
    Will Young is a British singer-songwriter and actor who rose to fame as the winner of the first series of the TV talent show "Pop Idol" in 2002.
  • 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: Darren Hayes
Triple: [Hayes, hasNotableBearer, Darren Hayes]
Generated description
Darren Hayes is an Australian singer-songwriter best known as the lead vocalist of the pop duo Savage Garden and for his subsequent solo music career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Darren Hayes
Target entity description: Darren Hayes is an Australian singer-songwriter best known as the lead vocalist of the pop duo Savage Garden and for his subsequent solo music career.
  • A. Andrew Sharp
    Andrew Sharp is a British business executive and former CEO of the travel company Eurostar.
  • B. Michael Kerr
    Michael Kerr is a name shared by several notable individuals, including a Canadian NHL defenseman and a British Labour politician who served as Speaker of the House of Commons.
  • C. Andrew Love
    Andrew Love was an American saxophonist best known as a key member of the Mar-Keys and the legendary Stax Records house horn section, the Memphis Horns.
  • D. Shannon Noll
    Shannon Noll is an Australian rock and pop singer who rose to fame as the runner-up on the first season of Australian Idol and went on to have a successful recording career.
  • E. Will Young
    Will Young is a British singer-songwriter and actor who rose to fame as the winner of the first series of the TV talent show "Pop Idol" in 2002.
  • 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_69d8e8d460d88190abf0591c5c9d2b0c completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e61b418f148190972b7b46038bc744 completed April 20, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a072b8503108190bfcd0ac7c94183f7 completed May 15, 2026, 2:19 p.m.
NEDg Description generation batch_6a072dc9e9808190ab0e5b6dd35147ab completed May 15, 2026, 2:29 p.m.
NED2 Entity disambiguation (via description) batch_6a072e3709e881909d70f130a77fc428 completed May 15, 2026, 2:31 p.m.
Created at: April 10, 2026, 1:36 p.m.