Triple
T21032061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Denham |
E518087
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object | Shadow Secretary of State for Innovation, Universities and Skills |
—
|
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 Secretary of State for Innovation, Universities and Skills | Statement: [John Denham, positionHeld, Shadow Secretary of State for Innovation, Universities and Skills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Secretary of State for Innovation, Universities and Skills Context triple: [John Denham, positionHeld, Shadow Secretary of State for Innovation, Universities and Skills]
-
A.
Shadow Secretary of State for Business, Innovation and Skills
chosen
The Shadow Secretary of State for Business, Innovation and Skills is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s business, industrial strategy, and innovation policies.
-
B.
Shadow Minister for Universities, Science and Skills
The Shadow Minister for Universities, Science and Skills is a UK opposition frontbench role responsible for scrutinising and proposing alternative policies on higher education, scientific research, and skills development.
-
C.
Secretary of State for Business, Innovation and Skills
The Secretary of State for Business, Innovation and Skills was a senior UK government cabinet position responsible for overseeing business regulation, industrial strategy, higher education, and science and innovation policy.
-
D.
Shadow Secretary of State for Education
The Shadow Secretary of State for Education is the UK opposition frontbench politician responsible for scrutinising and challenging the government’s education policies and proposing alternative approaches.
-
E.
Shadow Minister for Education
The Shadow Minister for Education is the opposition frontbench politician in Queensland responsible for scrutinising and proposing alternatives to the government’s education policies and administration.
- 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_69e0b503275c8190afd9a163f997c709 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fc82b5348190b449d59e6cada9de |
completed | April 21, 2026, 4:26 a.m. |
Created at: April 16, 2026, 1:55 p.m.