Triple

T15844444
Position Surface form Disambiguated ID Type / Status
Subject Roman Catholic Diocese of Toowoomba E384178 entity
Predicate firstBishop P16625 FINISHED
Object James Byrne
James Byrne was a Roman Catholic prelate best known for serving as the inaugural bishop of the Diocese of Toowoomba in Queensland, Australia.
E1181377 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: James Byrne | Statement: [Roman Catholic Diocese of Toowoomba, firstBishop, James Byrne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Byrne
Context triple: [Roman Catholic Diocese of Toowoomba, firstBishop, James Byrne]
  • A. Garret Mór FitzGerald
    Garret Mór FitzGerald was a powerful late 15th- and early 16th-century Irish nobleman and statesman who dominated Irish politics as a leading member of the influential FitzGerald dynasty.
  • B. Patrick Browne
    Patrick Browne is a relatively obscure individual whose name is shared with several more widely known figures across fields such as sports, politics, and the arts.
  • C. Ray MacSharry
    Ray MacSharry is an Irish politician and former European Commissioner best known for initiating major reforms of the European Union’s Common Agricultural Policy in the early 1990s.
  • D. James Dunleavy
    James Dunleavy is an individual notable enough to be recognized as a prominent bearer of the Dunleavy surname.
  • E. Eamon Byrne
    Eamon Byrne was one of the civilians killed in the 1994 Loughinisland massacre in County Down, Northern Ireland, when loyalist gunmen opened fire in a village pub during a World Cup football match.
  • 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: James Byrne
Triple: [Roman Catholic Diocese of Toowoomba, firstBishop, James Byrne]
Generated description
James Byrne was a Roman Catholic prelate best known for serving as the inaugural bishop of the Diocese of Toowoomba in Queensland, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Byrne
Target entity description: James Byrne was a Roman Catholic prelate best known for serving as the inaugural bishop of the Diocese of Toowoomba in Queensland, Australia.
  • A. Garret Mór FitzGerald
    Garret Mór FitzGerald was a powerful late 15th- and early 16th-century Irish nobleman and statesman who dominated Irish politics as a leading member of the influential FitzGerald dynasty.
  • B. Patrick Browne
    Patrick Browne is a relatively obscure individual whose name is shared with several more widely known figures across fields such as sports, politics, and the arts.
  • C. Ray MacSharry
    Ray MacSharry is an Irish politician and former European Commissioner best known for initiating major reforms of the European Union’s Common Agricultural Policy in the early 1990s.
  • D. James Dunleavy
    James Dunleavy is an individual notable enough to be recognized as a prominent bearer of the Dunleavy surname.
  • E. Eamon Byrne
    Eamon Byrne was one of the civilians killed in the 1994 Loughinisland massacre in County Down, Northern Ireland, when loyalist gunmen opened fire in a village pub during a World Cup football match.
  • 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142eb20088190bb45e37ce3291ef2 completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa93fbcb481908e7b7ddc46992f79 completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffaa4fd9688190ba44555bd40f6442 completed May 9, 2026, 9:42 p.m.
NED2 Entity disambiguation (via description) batch_69ffab2fdd1c81909439f11ff798c168 completed May 9, 2026, 9:46 p.m.
Created at: April 10, 2026, 4:50 a.m.