Triple
T11954842
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ed Balls |
E284523
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Yvette Cooper |
E649496
|
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: Yvette Cooper | Statement: [Ed Balls, spouse, Yvette Cooper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yvette Cooper Context triple: [Ed Balls, spouse, Yvette Cooper]
-
A.
Yvette Cooper
chosen
Yvette Cooper is a British Labour Party politician who has served in several senior government and opposition roles, including as Home Secretary.
-
B.
Diane Abbott
Diane Abbott is a British Labour Party politician who became the first Black woman elected to the UK Parliament and is known for her long-standing role as MP for Hackney North and Stoke Newington.
-
C.
Alison Ellwood
Alison Ellwood is an American documentary film editor and director known for her work on acclaimed non-fiction films and series.
-
D.
Dame Margaret Hodge
Dame Margaret Hodge is a British Labour politician and long-serving MP known for her prominent role in scrutinising government and corporate tax practices, particularly as chair of the Public Accounts Committee.
-
E.
Jo Swinson
Jo Swinson is a British Liberal Democrat politician who briefly served as party leader and was the first woman to hold that role.
- 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_69d6ab2db38c8190b1f0ed6663ef8ada |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90366fda8819083168c93abad27d4 |
completed | April 10, 2026, 2:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f459175f808190974ac70431f35c74 |
completed | May 1, 2026, 7:41 a.m. |
Created at: April 8, 2026, 9:45 p.m.