Triple

T18873452
Position Surface form Disambiguated ID Type / Status
Subject Donoghue E461625 entity
Predicate hasNotableBearer P458 FINISHED
Object John Donoghue
John Donoghue is a neuroscientist best known for his pioneering work in brain–computer interfaces and the development of neural prosthetic systems that allow direct communication between the brain and external devices.
E1347554 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: John Donoghue | Statement: [Donoghue, hasNotableBearer, John Donoghue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Donoghue
Context triple: [Donoghue, hasNotableBearer, John Donoghue]
  • A. Robert Neary
    Robert Neary is an American actor known for his roles in film and television, including a part in the 1987 comedy sequel "Teen Wolf Too."
  • B. Thomas George Bell
    Thomas George Bell is the birth name of Tom Bell, a British actor known for his intense performances in film, television, and theatre.
  • C. 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."
  • D. Daniel Hillard
    Daniel Hillard is the devoted but immature father in the film "Mrs. Doubtfire" who disguises himself as an elderly British nanny to stay close to his children after a divorce.
  • E. Fraser T. Smith
    Fraser T. Smith is a British record producer, songwriter, and musician known for his work with prominent artists across hip hop, grime, and pop, including collaborations with Adele, Stormzy, and Dave.
  • 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: John Donoghue
Triple: [Donoghue, hasNotableBearer, John Donoghue]
Generated description
John Donoghue is a neuroscientist best known for his pioneering work in brain–computer interfaces and the development of neural prosthetic systems that allow direct communication between the brain and external devices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Donoghue
Target entity description: John Donoghue is a neuroscientist best known for his pioneering work in brain–computer interfaces and the development of neural prosthetic systems that allow direct communication between the brain and external devices.
  • A. Robert Neary
    Robert Neary is an American actor known for his roles in film and television, including a part in the 1987 comedy sequel "Teen Wolf Too."
  • B. Thomas George Bell
    Thomas George Bell is the birth name of Tom Bell, a British actor known for his intense performances in film, television, and theatre.
  • C. 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."
  • D. Daniel Hillard
    Daniel Hillard is the devoted but immature father in the film "Mrs. Doubtfire" who disguises himself as an elderly British nanny to stay close to his children after a divorce.
  • E. Fraser T. Smith
    Fraser T. Smith is a British record producer, songwriter, and musician known for his work with prominent artists across hip hop, grime, and pop, including collaborations with Adele, Stormzy, and Dave.
  • 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_6a0575bfc9988190bc72525ab30cf498 completed May 14, 2026, 7:12 a.m.
NEDg Description generation batch_6a057803e99481909c6ed82014a169d0 completed May 14, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_6a05785d1e08819097299cf6d9e90035 completed May 14, 2026, 7:23 a.m.
Created at: April 10, 2026, 11:57 a.m.