Triple
T17211909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Natascha McElhone |
E417750
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Martin Hirigoyen Kelly
Martin Hirigoyen Kelly is a British plastic surgeon best known as the late husband of actress Natascha McElhone.
|
E1257061
|
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: Martin Hirigoyen Kelly | Statement: [Natascha McElhone, spouse, Martin Hirigoyen Kelly]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martin Hirigoyen Kelly Context triple: [Natascha McElhone, spouse, Martin Hirigoyen Kelly]
-
A.
James Kelly
James Kelly was a 19th-century American newspaper publisher and one of the founders of the Chicago Tribune.
-
B.
James Kelly
James Kelly is an actor known for his role in the film "Hot Water."
-
C.
James Kelly
James Kelly is a NASA astronaut and former U.S. Air Force test pilot who flew as the pilot of the Space Shuttle Discovery on missions including the post-Columbia return-to-flight STS-114.
-
D.
James Edward Kelly
James Edward Kelly is a former American football quarterback best known for his Hall of Fame career with the Buffalo Bills in the NFL.
-
E.
Bertram James Ossoli Kelly
Bertram James Ossoli Kelly was the husband of Australian children's author and illustrator May Gibbs.
- 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: Martin Hirigoyen Kelly Triple: [Natascha McElhone, spouse, Martin Hirigoyen Kelly]
Generated description
Martin Hirigoyen Kelly is a British plastic surgeon best known as the late husband of actress Natascha McElhone.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martin Hirigoyen Kelly Target entity description: Martin Hirigoyen Kelly is a British plastic surgeon best known as the late husband of actress Natascha McElhone.
-
A.
James Kelly
James Kelly is a NASA astronaut and former U.S. Air Force test pilot who flew as the pilot of the Space Shuttle Discovery on missions including the post-Columbia return-to-flight STS-114.
-
B.
James Kelly
James Kelly was a 19th-century American newspaper publisher and one of the founders of the Chicago Tribune.
-
C.
James Kelly
James Kelly is an actor known for his role in the film "Hot Water."
-
D.
James Edward Kelly
James Edward Kelly is a former American football quarterback best known for his Hall of Fame career with the Buffalo Bills in the NFL.
-
E.
Bertram James Ossoli Kelly
Bertram James Ossoli Kelly was the husband of Australian children's author and illustrator May Gibbs.
- 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_69d886d779488190b131369541c04e7d |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42dc68a2c81908564231853b40db9 |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01674fadc48190aa4a627ec9f72341 |
completed | May 11, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a016826c4748190afbb4f6c53324d21 |
completed | May 11, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0168d42b608190ad253167411dfeab |
completed | May 11, 2026, 5:27 a.m. |
Created at: April 10, 2026, 5:38 a.m.