Triple
T22453086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nicky Byrne |
E555041
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Georgina Ahern
Georgina Ahern is an Irish media personality and the daughter of former Taoiseach Bertie Ahern, best known to the public as the wife of Westlife singer Nicky Byrne.
|
E1540563
|
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: Georgina Ahern | Statement: [Nicky Byrne, spouse, Georgina Ahern]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Georgina Ahern Context triple: [Nicky Byrne, spouse, Georgina Ahern]
-
A.
Georgina McKee
Georgina "Gina" McKee is an English actress known for her acclaimed work in film, television, and theatre, including roles in productions such as "Notting Hill" and "Our Friends in the North."
-
B.
Caitrin Rogers
Caitrin Rogers is a film producer known for her work on acclaimed documentaries, including the music-focused film "The Music of Strangers: Yo-Yo Ma and the Silk Road Ensemble."
-
C.
Emma Cunniffe
Emma Cunniffe is a British actress known for her work in television dramas, theatre, and film.
-
D.
Deirdre Slevin
Deirdre Slevin is a book editor known for her work on the novel "Snow Flower and the Secret Fan."
-
E.
Colette McDermott
Colette McDermott is an American actress and the daughter of actor Dylan McDermott.
- 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: Georgina Ahern Triple: [Nicky Byrne, spouse, Georgina Ahern]
Generated description
Georgina Ahern is an Irish media personality and the daughter of former Taoiseach Bertie Ahern, best known to the public as the wife of Westlife singer Nicky Byrne.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Georgina Ahern Target entity description: Georgina Ahern is an Irish media personality and the daughter of former Taoiseach Bertie Ahern, best known to the public as the wife of Westlife singer Nicky Byrne.
-
A.
Georgina McKee
Georgina "Gina" McKee is an English actress known for her acclaimed work in film, television, and theatre, including roles in productions such as "Notting Hill" and "Our Friends in the North."
-
B.
Caitrin Rogers
Caitrin Rogers is a film producer known for her work on acclaimed documentaries, including the music-focused film "The Music of Strangers: Yo-Yo Ma and the Silk Road Ensemble."
-
C.
Emma Cunniffe
Emma Cunniffe is a British actress known for her work in television dramas, theatre, and film.
-
D.
Deirdre Slevin
Deirdre Slevin is a book editor known for her work on the novel "Snow Flower and the Secret Fan."
-
E.
Colette McDermott
Colette McDermott is an American actress and the daughter of actor Dylan McDermott.
- 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_69e11e5113208190ab58c6b595f9d1d0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b4d6368819082cafbbd83339fbf |
completed | April 29, 2026, 1:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b17d5020c8190aa42acce098d6e51 |
completed | May 18, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_6a0b18e8eb208190a600d39f0a9863a0 |
completed | May 18, 2026, 1:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b1953cfc48190917af042f0cc0ab8 |
completed | May 18, 2026, 1:51 p.m. |
Created at: April 16, 2026, 8:48 p.m.