Triple
T5875341
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Westlife |
E130612
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
Brian McFadden
Brian McFadden is an Irish singer and songwriter best known for his early 2000s success as a member of the pop group Westlife before pursuing a solo career.
|
E553476
|
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: Brian McFadden | Statement: [Westlife, formerMember, Brian McFadden]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brian McFadden Context triple: [Westlife, formerMember, Brian McFadden]
-
A.
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.
-
B.
Neil McEvoy
Neil McEvoy is a Canadian football executive best known for serving in senior football operations and personnel roles, including general manager, with the BC Lions of the Canadian Football League.
-
C.
Frank McAvennie
Frank McAvennie is a former Scottish professional footballer and striker best known for his prolific spells with St Mirren, West Ham United, and Celtic during the 1980s.
-
D.
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."
-
E.
Paul Heaton
Paul Heaton is an English singer-songwriter best known as the frontman of The Housemartins and later The Beautiful South.
- 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: Brian McFadden Triple: [Westlife, formerMember, Brian McFadden]
Generated description
Brian McFadden is an Irish singer and songwriter best known for his early 2000s success as a member of the pop group Westlife before pursuing a solo career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brian McFadden Target entity description: Brian McFadden is an Irish singer and songwriter best known for his early 2000s success as a member of the pop group Westlife before pursuing a solo career.
-
A.
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.
-
B.
Neil McEvoy
Neil McEvoy is a Canadian football executive best known for serving in senior football operations and personnel roles, including general manager, with the BC Lions of the Canadian Football League.
-
C.
Frank McAvennie
Frank McAvennie is a former Scottish professional footballer and striker best known for his prolific spells with St Mirren, West Ham United, and Celtic during the 1980s.
-
D.
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."
-
E.
Paul Heaton
Paul Heaton is an English singer-songwriter best known as the frontman of The Housemartins and later The Beautiful South.
- 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_69c0b12242dc819093ccd41c9705dd72 |
completed | March 23, 2026, 3:18 a.m. |
| NEDg | Description generation | batch_69c0b1e5cdc081908d0d2b76701d20ea |
completed | March 23, 2026, 3:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0b24d7d148190901e233d815d21ad |
completed | March 23, 2026, 3:23 a.m. |
Created at: March 22, 2026, 3:57 p.m.