Triple

T2692935
Position Surface form Disambiguated ID Type / Status
Subject Durkan E58445 entity
Predicate hasNotableBearer P458 FINISHED
Object Joseph Durkan
Joseph Durkan is a notable individual who shares the Durkan surname, recognized enough to be specifically identified among its bearers.
 E321374 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: Joseph Durkan | Statement: [Durkan, hasNotableBearer, Joseph Durkan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joseph Durkan
Context triple: [Durkan, hasNotableBearer, Joseph Durkan]
  • A. 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.
  • B. Paul Durkan
    Paul Durkan is an Irish poet known for his darkly comic, conversational verse that often explores family, politics, and contemporary Irish life.
  • C. Michael Durkan
    Michael Durkan is a notable individual who shares the Durkan surname, recognized as a distinguished bearer of that family name.
  • D. James Durkan
    James Durkan is a notable individual recognized as a prominent bearer of the Durkan surname.
  • E. Thomas Durkan
    Thomas Durkan is a relatively obscure individual whose primary current notability appears to derive from being listed as a namesake of 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: Joseph Durkan
Triple: [Durkan, hasNotableBearer, Joseph Durkan]
Generated description
Joseph Durkan is a notable individual who shares the Durkan surname, recognized enough to be specifically identified among its bearers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joseph Durkan
Target entity description: Joseph Durkan is a notable individual who shares the Durkan surname, recognized enough to be specifically identified among its bearers.
  • A. 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.
  • B. Paul Durkan
    Paul Durkan is an Irish poet known for his darkly comic, conversational verse that often explores family, politics, and contemporary Irish life.
  • C. Michael Durkan
    Michael Durkan is a notable individual who shares the Durkan surname, recognized as a distinguished bearer of that family name.
  • D. James Durkan
    James Durkan is a notable individual recognized as a prominent bearer of the Durkan surname.
  • E. Thomas Durkan
    Thomas Durkan is a relatively obscure individual whose primary current notability appears to derive from being listed as a namesake of 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_69b1de7ea6b48190a992ef2c4b3d7c42 completed March 11, 2026, 9:28 p.m.
NEDg Description generation batch_69b1e4e2ccb08190932caf81646db1fe completed March 11, 2026, 9:55 p.m.
NED2 Entity disambiguation (via description) batch_69b1e536247c8190a2b3b0fc2d1095e5 completed March 11, 2026, 9:57 p.m.
Created at: March 6, 2026, 9:54 p.m.