Triple
T2692931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Durkan |
E58445
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Stephen Durkan
Stephen Durkan is a contemporary Scottish poet and writer known for his sharp, socially observant verse and contributions to the UK literary scene.
|
E315048
|
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: Stephen Durkan | Statement: [Durkan, hasNotableBearer, Stephen Durkan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Durkan Context triple: [Durkan, hasNotableBearer, Stephen Durkan]
-
A.
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.
-
B.
James Durkan
James Durkan is a notable individual recognized as a prominent bearer of the Durkan surname.
-
C.
David Durkan
David Durkan is a person notable enough to be recognized as a bearer of the surname Durkan, though specific widely known public details about him are not clearly established.
-
D.
Kevin Durkan
Kevin Durkan is a notable individual recognized for achievements significant enough to be associated with the surname Durkan.
-
E.
Derek Bryceson
Derek Bryceson was a British-born Tanzanian politician and conservationist who served as director of Tanzania’s national parks and played a key role in supporting Jane Goodall’s chimpanzee research.
- 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: Stephen Durkan Triple: [Durkan, hasNotableBearer, Stephen Durkan]
Generated description
Stephen Durkan is a contemporary Scottish poet and writer known for his sharp, socially observant verse and contributions to the UK literary scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Durkan Target entity description: Stephen Durkan is a contemporary Scottish poet and writer known for his sharp, socially observant verse and contributions to the UK literary scene.
-
A.
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.
-
B.
James Durkan
James Durkan is a notable individual recognized as a prominent bearer of the Durkan surname.
-
C.
David Durkan
David Durkan is a person notable enough to be recognized as a bearer of the surname Durkan, though specific widely known public details about him are not clearly established.
-
D.
Kevin Durkan
Kevin Durkan is a notable individual recognized for achievements significant enough to be associated with the surname Durkan.
-
E.
Derek Bryceson
Derek Bryceson was a British-born Tanzanian politician and conservationist who served as director of Tanzania’s national parks and played a key role in supporting Jane Goodall’s chimpanzee research.
- 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_69b0fc4137cc8190a67bf8be5d8e062c |
completed | March 11, 2026, 5:23 a.m. |
| NEDg | Description generation | batch_69b0fcf23bbc819080d211844fb4f80f |
completed | March 11, 2026, 5:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b100ecbee081908832ddec0efdc751 |
completed | March 11, 2026, 5:43 a.m. |
Created at: March 6, 2026, 9:54 p.m.