Triple
T18179904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shadow Secretary of State for Work and Pensions |
E435253
|
entity |
| Predicate | hasDeputy |
P147
|
FINISHED |
| Object |
Shadow Minister for Disabled People
The Shadow Minister for Disabled People is a UK opposition frontbench role responsible for scrutinising government disability policy and advocating for the rights and welfare of disabled people.
|
E1311865
|
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 Minister for Disabled People | Statement: [Shadow Secretary of State for Work and Pensions, hasDeputy, Shadow Minister for Disabled People]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Disabled People Context triple: [Shadow Secretary of State for Work and Pensions, hasDeputy, Shadow Minister for Disabled People]
-
A.
Shadow Minister for Disability Services
The Shadow Minister for Disability Services is the opposition frontbench spokesperson in Queensland responsible for scrutinising government disability policies and proposing alternative approaches.
-
B.
Minister for Disabilities
The Minister for Disabilities is the Italian government cabinet position responsible for policies, rights, and inclusion of people with disabilities.
-
C.
Parliamentary Under-Secretary of State for Disabilities
The Parliamentary Under-Secretary of State for Disabilities is a junior ministerial role in the UK government responsible for disability policy and the rights and welfare of disabled people.
-
D.
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.
-
E.
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.
- 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 Minister for Disabled People Triple: [Shadow Secretary of State for Work and Pensions, hasDeputy, Shadow Minister for Disabled People]
Generated description
The Shadow Minister for Disabled People is a UK opposition frontbench role responsible for scrutinising government disability policy and advocating for the rights and welfare of disabled people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Disabled People Target entity description: The Shadow Minister for Disabled People is a UK opposition frontbench role responsible for scrutinising government disability policy and advocating for the rights and welfare of disabled people.
-
A.
Shadow Minister for Disability Services
The Shadow Minister for Disability Services is the opposition frontbench spokesperson in Queensland responsible for scrutinising government disability policies and proposing alternative approaches.
-
B.
Minister for Disabilities
The Minister for Disabilities is the Italian government cabinet position responsible for policies, rights, and inclusion of people with disabilities.
-
C.
Parliamentary Under-Secretary of State for Disabilities
The Parliamentary Under-Secretary of State for Disabilities is a junior ministerial role in the UK government responsible for disability policy and the rights and welfare of disabled people.
-
D.
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.
-
E.
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.
- 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4dff9aad081909cc7eed2b64828f2 |
completed | April 19, 2026, 2 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0397ff48a081908d0454144a8f5076 |
completed | May 12, 2026, 9:13 p.m. |
| NEDg | Description generation | batch_6a039917de7481909296e06af3a201f5 |
completed | May 12, 2026, 9:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a039976d32c8190a1ea97d4a21b2799 |
completed | May 12, 2026, 9:19 p.m. |
Created at: April 10, 2026, 10:31 a.m.