Triple
T15168538
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Midlands mayoral election, 2021 |
E362423
|
entity |
| Predicate | mainOpponent |
P437
|
FINISHED |
| Object | Liam Byrne |
E207750
|
NE FINISHED |
How this triple was built (2 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: Liam Byrne | Statement: [West Midlands mayoral election, 2021, mainOpponent, Liam Byrne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liam Byrne Context triple: [West Midlands mayoral election, 2021, mainOpponent, Liam Byrne]
-
A.
Liam Byrne
chosen
Liam Byrne is a British Labour Party politician who has served as Member of Parliament for Birmingham constituencies and held various ministerial roles in government.
-
B.
Liam Lynch
Liam Lynch was a prominent Irish republican military leader who served as chief of staff of the anti-Treaty IRA during the Irish Civil War.
-
C.
Liam Lynch
Liam Lynch is an American musician, filmmaker, and comedian best known for his work in music videos, comedy projects, and collaborations with acts like Tenacious D.
-
D.
Liam Mullan
Liam Mullan is a musician best known as a member of the influential English post-punk band A Certain Ratio.
-
E.
Niall O’Brien
Niall O’Brien is an actor known for his role in the film "The Legend of 1900."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85a087b7c81908baa94a53dac8d68 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0064dba588190a4341775b472a6d3 |
completed | April 15, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec889c3408190bdfc75ce72dd5a62 |
completed | May 9, 2026, 5:39 a.m. |
Created at: April 10, 2026, 3:08 a.m.