Triple
T11375732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pat McFadden |
E269461
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
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.
|
E922095
|
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 Business, Innovation and Skills | Statement: [Pat McFadden, positionHeld, Shadow Secretary of State for Business, Innovation and Skills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shadow Secretary of State for Business, Innovation and Skills Context triple: [Pat McFadden, positionHeld, Shadow Secretary of State for Business, Innovation and Skills]
-
A.
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.
-
B.
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.
-
C.
Secretary of State for Business, Energy and Industrial Strategy
The Secretary of State for Business, Energy and Industrial Strategy was a senior UK Cabinet position responsible for overseeing business policy, industrial strategy, and the energy sector before its functions were reorganized into newer departments.
-
D.
Shadow Secretary of State for Culture, Media and Sport
The Shadow Secretary of State for Culture, Media and Sport is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s policies on culture, media, and sports.
-
E.
Secretary of State for Business and Trade
The Secretary of State for Business and Trade is a senior UK government minister responsible for national business policy, industrial strategy, and international trade.
- 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 Business, Innovation and Skills Triple: [Pat McFadden, positionHeld, Shadow Secretary of State for Business, Innovation and Skills]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shadow Secretary of State for Business, Innovation and Skills Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Secretary of State for Business, Energy and Industrial Strategy
The Secretary of State for Business, Energy and Industrial Strategy was a senior UK Cabinet position responsible for overseeing business policy, industrial strategy, and the energy sector before its functions were reorganized into newer departments.
-
D.
Shadow Secretary of State for Culture, Media and Sport
The Shadow Secretary of State for Culture, Media and Sport is a senior opposition frontbench role in UK politics responsible for scrutinising and challenging the government’s policies on culture, media, and sports.
-
E.
Secretary of State for Business and Trade
The Secretary of State for Business and Trade is a senior UK government minister responsible for national business policy, industrial strategy, and international trade.
- 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_69d6aacca1048190b39dbbc2174616fa |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7ea8e6d44819095f949581421e98e |
completed | April 9, 2026, 6:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5568e3e108190ab843236b417f150 |
completed | April 19, 2026, 10:26 p.m. |
| NEDg | Description generation | batch_69e562c7de3c8190befb6d7131129a2c |
completed | April 19, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e56a776390819082d47ad00cf1862b |
completed | April 19, 2026, 11:51 p.m. |
Created at: April 8, 2026, 9:33 p.m.