Triple
T4391478
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Cabinet (United Kingdom) |
E99371
|
entity |
| Predicate | hasOffice |
P1268
|
FINISHED |
| Object |
Shadow Secretary of State for Levelling Up, Housing and Communities
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.
|
E435256
|
NE FINISHED |
How this triple was built (4 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 Cabinet (United Kingdom), hasOffice, 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 Cabinet (United Kingdom), hasOffice, Shadow Secretary of State for Levelling Up, Housing and Communities]
-
A.
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.
-
B.
Parliamentary Under-Secretary of State for Communities and Local Government
The Parliamentary Under-Secretary of State for Communities and Local Government is a junior ministerial role in the UK government responsible for supporting senior ministers in overseeing local government, housing, planning, and community cohesion policy.
-
C.
Shadow Secretary of State for Health
The Shadow Secretary of State for Health is the UK opposition frontbench politician responsible for scrutinising government health policy and presenting alternative proposals on healthcare and the National Health Service.
-
D.
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.
-
E.
Shadow Secretary of State for Wales
The Shadow Secretary of State for Wales is a senior opposition frontbench role in UK politics responsible for scrutinising the work of the government’s Welsh Secretary and developing alternative policies on Welsh affairs.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Shadow Secretary of State for Levelling Up, Housing and Communities Triple: [Shadow Cabinet (United Kingdom), hasOffice, Shadow Secretary of State for Levelling Up, Housing and Communities]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Secretary of State for Levelling Up, Housing and Communities Target entity description: 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.
-
A.
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.
-
B.
Parliamentary Under-Secretary of State for Communities and Local Government
The Parliamentary Under-Secretary of State for Communities and Local Government is a junior ministerial role in the UK government responsible for supporting senior ministers in overseeing local government, housing, planning, and community cohesion policy.
-
C.
Shadow Secretary of State for Health
The Shadow Secretary of State for Health is the UK opposition frontbench politician responsible for scrutinising government health policy and presenting alternative proposals on healthcare and the National Health Service.
-
D.
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.
-
E.
Shadow Secretary of State for Wales
The Shadow Secretary of State for Wales is a senior opposition frontbench role in UK politics responsible for scrutinising the work of the government’s Welsh Secretary and developing alternative policies on Welsh affairs.
- F. None of above. chosen
Provenance (5 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b352843d7c8190929b94c94eaa63df |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e530428881908d125971263bd747 |
completed | March 14, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69b5e629115881908436a81b5774ac24 |
completed | March 14, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e68c960c8190a946574120a50047 |
completed | March 14, 2026, 10:51 p.m. |
Created at: March 12, 2026, 11:19 p.m.