Triple

T16857084

Position	Surface form	Disambiguated ID	Type / Status
Subject	Emily Thornberry	`E409812`	entity
Predicate	positionHeld	`P8`	FINISHED
Object	Shadow Secretary of State for Brexit Exiting the European Union The Shadow Secretary of State for Brexit (Exiting the European Union) was a UK opposition frontbench role responsible for scrutinising and challenging the government’s Brexit policy and negotiations.	`E1236381`	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 Brexit Exiting the European Union | Statement: [Emily Thornberry, positionHeld, Shadow Secretary of State for Brexit Exiting the European Union]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Shadow Secretary of State for Brexit Exiting the European Union
Context triple: [Emily Thornberry, positionHeld, Shadow Secretary of State for Brexit Exiting the European Union]

A. Secretary of State for Exiting the European Union
The Secretary of State for Exiting the European Union was a UK Cabinet position created to oversee and manage the country's withdrawal process from the European Union, commonly known as Brexit.
B. Department for Exiting the European Union
The Department for Exiting the European Union was a former UK government department responsible for overseeing and coordinating the country’s withdrawal from the European Union (Brexit).
C. 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.
D. Shadow Secretary of State for Scotland
The Shadow Secretary of State for Scotland is the opposition frontbench politician responsible for scrutinising the UK Government’s Scottish affairs policy and representing alternative proposals on Scotland within the Shadow Cabinet.
E. 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.
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 Brexit Exiting the European Union
Triple: [Emily Thornberry, positionHeld, Shadow Secretary of State for Brexit Exiting the European Union]

Generated description

The Shadow Secretary of State for Brexit (Exiting the European Union) was a UK opposition frontbench role responsible for scrutinising and challenging the government’s Brexit policy and negotiations.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Shadow Secretary of State for Brexit Exiting the European Union
Target entity description: The Shadow Secretary of State for Brexit (Exiting the European Union) was a UK opposition frontbench role responsible for scrutinising and challenging the government’s Brexit policy and negotiations.

A. Secretary of State for Exiting the European Union
The Secretary of State for Exiting the European Union was a UK Cabinet position created to oversee and manage the country's withdrawal process from the European Union, commonly known as Brexit.
B. Department for Exiting the European Union
The Department for Exiting the European Union was a former UK government department responsible for overseeing and coordinating the country’s withdrawal from the European Union (Brexit).
C. 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.
D. Shadow Secretary of State for Scotland
The Shadow Secretary of State for Scotland is the opposition frontbench politician responsible for scrutinising the UK Government’s Scottish affairs policy and representing alternative proposals on Scotland within the Shadow Cabinet.
E. 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.
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_69d88395e6c88190b22730f335107c14`	completed	April 10, 2026, 4:59 a.m.
NER	Named-entity recognition	`batch_69e3b37e34b88190bb4468424e2edf2d`	completed	April 18, 2026, 4:38 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00bb2337348190ae79dc4b188c94cf`	completed	May 10, 2026, 5:06 p.m.
NEDg	Description generation	`batch_6a00bbe7e4c4819081d0bfd1ac427c49`	completed	May 10, 2026, 5:10 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00bc73e4e88190a8327ba48174f923`	completed	May 10, 2026, 5:12 p.m.

Created at: April 10, 2026, 5:24 a.m.