Triple
T19556188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Bercow |
E489317
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object | Shadow Minister for Work and Pensions |
—
|
NE NERFINISHED |
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: Shadow Minister for Work and Pensions | Statement: [John Bercow, positionHeld, Shadow Minister for Work and Pensions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Work and Pensions Context triple: [John Bercow, positionHeld, Shadow Minister for Work and Pensions]
-
A.
Shadow Secretary of State for Work and Pensions
chosen
The Shadow Secretary of State for Work and Pensions is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s welfare, pensions, and social security policies.
-
B.
Secretary of State for Work and Pensions
The Secretary of State for Work and Pensions is the UK government cabinet minister responsible for overseeing welfare, pensions, and employment policy.
-
C.
Shadow Minister for Employment
The Shadow Minister for Employment is a senior opposition frontbench role in Queensland responsible for scrutinising government employment policies and proposing alternative job and workplace initiatives.
-
D.
Ministers of State at the Department for Work and Pensions
Ministers of State at the Department for Work and Pensions are senior UK government ministers who support the Secretary of State in overseeing welfare, pensions, and employment policy and administration.
-
E.
Minister of State for Social Security
The Minister of State for Social Security is a UK government junior ministerial post responsible for overseeing social security policy and the administration of welfare benefits.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e8dc5d8c8190a6d7bd8864f43ca0 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e63d341d708190b8ef35822f8bfe7c |
completed | April 20, 2026, 2:50 p.m. |
Created at: April 10, 2026, 1:42 p.m.