Triple
T11635160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mike Penning |
E276498
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Shadow Minister for Work and Pensions
The Shadow Minister for Work and Pensions is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s welfare, pensions, and employment policies.
|
E435253
|
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 Work and Pensions | Statement: [Mike Penning, 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: [Mike Penning, positionHeld, Shadow Minister for Work and Pensions]
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
Shadow Secretary of State for Business, Innovation and Skills
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.
- 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 Work and Pensions Triple: [Mike Penning, positionHeld, Shadow Minister for Work and Pensions]
Generated description
The Shadow Minister for Work and Pensions is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s welfare, pensions, and employment policies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Minister for Work and Pensions Target entity description: The Shadow Minister for Work and Pensions is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s welfare, pensions, and employment policies.
-
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.
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.
-
D.
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.
-
E.
Shadow Secretary of State for Business, Innovation and Skills
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.
- F. None of above.
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_69d6aafa51148190ab84940694c00235 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a25c0b00819095898d2b2445ecfb |
completed | April 10, 2026, 7:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ee87c0fe4881908dda9c493d958500 |
completed | April 26, 2026, 9:46 p.m. |
| NEDg | Description generation | batch_69eeb31438f88190bab71212293f2d2e |
completed | April 27, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69eecd715b448190b738479b7c1379a2 |
completed | April 27, 2026, 2:44 a.m. |
Created at: April 8, 2026, 9:39 p.m.