Triple
T5875340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Westlife |
E130612
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Nicky Byrne
Nicky Byrne is an Irish singer, television presenter, and former professional footballer best known as a member of the pop group Westlife.
|
E555041
|
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: Nicky Byrne | Statement: [Westlife, hasMember, Nicky Byrne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nicky Byrne Context triple: [Westlife, hasMember, Nicky Byrne]
-
A.
Nicky Ryan
Nicky Ryan is an Irish music producer and sound engineer best known for developing Enya’s signature layered vocal style and co-creating her internationally successful recordings.
-
B.
Ronan Keating
Ronan Keating is an Irish singer, songwriter, and former Boyzone frontman who has also built a career as a television and radio presenter.
-
C.
Niall Leonard
Niall Leonard is a British screenwriter and author known for his work on television dramas and for writing the screenplay adaptation of the erotic romance film "Fifty Shades Darker."
-
D.
Shane Filan
Shane Filan is an Irish pop singer best known as one of the lead vocalists of the boy band Westlife and for his subsequent solo music career.
-
E.
Bríd Meaney
Bríd Meaney is the daughter of Irish actor Colm Meaney, known for his roles in "Star Trek" and numerous film and television productions.
- 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: Nicky Byrne Triple: [Westlife, hasMember, Nicky Byrne]
Generated description
Nicky Byrne is an Irish singer, television presenter, and former professional footballer best known as a member of the pop group Westlife.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nicky Byrne Target entity description: Nicky Byrne is an Irish singer, television presenter, and former professional footballer best known as a member of the pop group Westlife.
-
A.
Nicky Ryan
Nicky Ryan is an Irish music producer and sound engineer best known for developing Enya’s signature layered vocal style and co-creating her internationally successful recordings.
-
B.
Ronan Keating
Ronan Keating is an Irish singer, songwriter, and former Boyzone frontman who has also built a career as a television and radio presenter.
-
C.
Niall Leonard
Niall Leonard is a British screenwriter and author known for his work on television dramas and for writing the screenplay adaptation of the erotic romance film "Fifty Shades Darker."
-
D.
Shane Filan
Shane Filan is an Irish pop singer best known as one of the lead vocalists of the boy band Westlife and for his subsequent solo music career.
-
E.
Bríd Meaney
Bríd Meaney is the daughter of Irish actor Colm Meaney, known for his roles in "Star Trek" and numerous film and television productions.
- 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_69c0085523688190bfd487479ce819e6 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c035fc86308190851b282456bcd715 |
completed | March 22, 2026, 6:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0bfeb7b0881909ca26e2d8110edda |
completed | March 23, 2026, 4:22 a.m. |
| NEDg | Description generation | batch_69c0c1f2be7c8190b47f0177a2ed0f03 |
completed | March 23, 2026, 4:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c2707e348190832d500cbf5d3863 |
completed | March 23, 2026, 4:32 a.m. |
Created at: March 22, 2026, 3:57 p.m.