Triple

T2692927
Position Surface form Disambiguated ID Type / Status
Subject Durkan E58445 entity
Predicate hasNotableBearer P458 FINISHED
Object James Durkan
James Durkan is a notable individual recognized as a prominent bearer of the Durkan surname.
 E306962 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 Durkan | Statement: [Durkan, hasNotableBearer, James Durkan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Durkan
Context triple: [Durkan, hasNotableBearer, James Durkan]
  • A. Michael Durkan
    Michael Durkan is a notable individual who shares the Durkan surname, recognized as a distinguished bearer of that family name.
  • B. John Durkan
    John Durkan is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the surname Durkan.
  • C. Brian Durkan
    Brian Durkan is an individual notable enough to be specifically cited as a bearer of the surname Durkan, though detailed public information about his life or achievements is limited.
  • D. Paul Durkan
    Paul Durkan is an Irish poet known for his darkly comic, conversational verse that often explores family, politics, and contemporary Irish life.
  • E. Kevin Durkan
    Kevin Durkan is a notable individual recognized for achievements significant enough to be associated with the surname Durkan.
  • 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 Durkan
Triple: [Durkan, hasNotableBearer, James Durkan]
Generated description
James Durkan is a notable individual recognized as a prominent bearer of the Durkan surname.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Durkan
Target entity description: James Durkan is a notable individual recognized as a prominent bearer of the Durkan surname.
  • A. Michael Durkan
    Michael Durkan is a notable individual who shares the Durkan surname, recognized as a distinguished bearer of that family name.
  • B. John Durkan
    John Durkan is a notable individual distinguished enough in his field or public life to be specifically recognized as a bearer of the surname Durkan.
  • C. Brian Durkan
    Brian Durkan is an individual notable enough to be specifically cited as a bearer of the surname Durkan, though detailed public information about his life or achievements is limited.
  • D. Paul Durkan
    Paul Durkan is an Irish poet known for his darkly comic, conversational verse that often explores family, politics, and contemporary Irish life.
  • E. Kevin Durkan
    Kevin Durkan is a notable individual recognized for achievements significant enough to be associated with the surname Durkan.
  • 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_69ab4ac269e481909cb317d79e68b75b completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda0dd97c81909a60cf200f57c087 completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0311527188190a034820f4ff30d5a completed March 10, 2026, 2:56 p.m.
NEDg Description generation batch_69b034d9140881909800f0f052fb4f83 completed March 10, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69b035b102b081908b0d9f272ab9c1b1 completed March 10, 2026, 3:16 p.m.
Created at: March 6, 2026, 9:54 p.m.