Triple

T18873460
Position Surface form Disambiguated ID Type / Status
Subject Donoghue E461625 entity
Predicate hasNotableBearer P458 FINISHED
Object Bernard Donoghue
Bernard Donoghue is a British heritage and cultural policy expert best known as the long-serving director of the Association of Leading Visitor Attractions (ALVA) and a prominent advocate for museums and the arts in the UK.
E1348952 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: Bernard Donoghue | Statement: [Donoghue, hasNotableBearer, Bernard Donoghue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernard Donoghue
Context triple: [Donoghue, hasNotableBearer, Bernard Donoghue]
  • A. Arthur Marks
    Arthur Marks was an American film and television director and producer best known for his work on 1970s blaxploitation films and numerous episodes of the series "Perry Mason."
  • B. Walter Murray Wonham
    Walter Murray Wonham is a prominent control theorist known for his foundational contributions to geometric control theory and the theory of supervisory control of discrete-event systems.
  • C. Edward Nicholas Kendall
    Edward Nicholas Kendall was a 19th-century British naval officer and Arctic explorer noted for his participation in key Royal Navy expeditions of polar discovery.
  • D. Walter Francis Brown
    Walter Francis Brown was an American illustrator and artist best known for his work on 19th-century books and periodicals, including providing illustrations for Mark Twain’s travel writings.
  • E. Donald A. Gillies
    Donald A. Gillies was a British philosopher of science and logician known for his work on probability theory, scientific methodology, and the philosophy of mathematics.
  • 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: Bernard Donoghue
Triple: [Donoghue, hasNotableBearer, Bernard Donoghue]
Generated description
Bernard Donoghue is a British heritage and cultural policy expert best known as the long-serving director of the Association of Leading Visitor Attractions (ALVA) and a prominent advocate for museums and the arts in the UK.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bernard Donoghue
Target entity description: Bernard Donoghue is a British heritage and cultural policy expert best known as the long-serving director of the Association of Leading Visitor Attractions (ALVA) and a prominent advocate for museums and the arts in the UK.
  • A. Arthur Marks
    Arthur Marks was an American film and television director and producer best known for his work on 1970s blaxploitation films and numerous episodes of the series "Perry Mason."
  • B. Walter Murray Wonham
    Walter Murray Wonham is a prominent control theorist known for his foundational contributions to geometric control theory and the theory of supervisory control of discrete-event systems.
  • C. Edward Nicholas Kendall
    Edward Nicholas Kendall was a 19th-century British naval officer and Arctic explorer noted for his participation in key Royal Navy expeditions of polar discovery.
  • D. Walter Francis Brown
    Walter Francis Brown was an American illustrator and artist best known for his work on 19th-century books and periodicals, including providing illustrations for Mark Twain’s travel writings.
  • E. Donald A. Gillies
    Donald A. Gillies was a British philosopher of science and logician known for his work on probability theory, scientific methodology, and the philosophy of mathematics.
  • 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_69d8dcfb7b9c8190854e7b171b98ea2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c2ab4bb4819086ae98a38dd9b11b completed April 20, 2026, 6:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0582acb67c819080c5553167a22db0 completed May 14, 2026, 8:07 a.m.
NEDg Description generation batch_6a05887693d081908fa60534c3c36144 completed May 14, 2026, 8:31 a.m.
NED2 Entity disambiguation (via description) batch_6a05891f4a248190a5527a939fcb16da completed May 14, 2026, 8:34 a.m.
Created at: April 10, 2026, 11:57 a.m.