Triple
T18179946
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Secretary of State for Transport |
E435254
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object | Shadow Secretary of State for Levelling Up, Housing and Communities |
—
|
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 Levelling Up, Housing and Communities | Statement: [Shadow Secretary of State for Transport, worksWith, Shadow Secretary of State for Levelling Up, Housing and Communities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Secretary of State for Levelling Up, Housing and Communities Context triple: [Shadow Secretary of State for Transport, worksWith, Shadow Secretary of State for Levelling Up, Housing and Communities]
-
A.
Shadow Secretary of State for Levelling Up, Housing and Communities
chosen
The Shadow Secretary of State for Levelling Up, Housing and Communities is the UK opposition frontbench politician responsible for scrutinising and proposing alternatives to the government’s policies on regional development, housing, and local government.
-
B.
Secretary of State for Levelling Up, Housing and Communities
The Secretary of State for Levelling Up, Housing and Communities is a senior UK government minister responsible for regional development, housing policy, local government, and efforts to reduce geographic inequality across the country.
-
C.
Shadow Secretary of State for Work and Pensions
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.
-
D.
Shadow Minister for Housing
The Shadow Minister for Housing is a senior opposition frontbench role in Queensland responsible for scrutinising government housing policy and proposing alternative approaches to housing and homelessness.
-
E.
Permanent Secretary of the Ministry of Housing and Local Government
The Permanent Secretary of the Ministry of Housing and Local Government was the senior civil servant responsible for overseeing housing policy and local government administration in the United Kingdom.
- 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dff9aad081909cc7eed2b64828f2 |
completed | April 19, 2026, 2 p.m. |
Created at: April 10, 2026, 10:31 a.m.