Triple

T3318959

Position	Surface form	Disambiguated ID	Type / Status
Subject	The Cotswolds (UK Parliament constituency)	`E69746`	entity
Predicate	borderingConstituency	`P47257`	FINISHED
Object	North Wiltshire (UK Parliament constituency) North Wiltshire is a UK parliamentary constituency in the county of Wiltshire, representing a largely rural area of towns and villages in South West England.	`E345959`	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: North Wiltshire (UK Parliament constituency) | Statement: [The Cotswolds (UK Parliament constituency), borderingConstituency, North Wiltshire (UK Parliament constituency)]

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

Target entity: North Wiltshire (UK Parliament constituency)
Context triple: [The Cotswolds (UK Parliament constituency), borderingConstituency, North Wiltshire (UK Parliament constituency)]

A. North West Cambridgeshire (UK Parliament constituency)
North West Cambridgeshire is a UK parliamentary constituency in Cambridgeshire that covers parts of Peterborough and surrounding areas, electing one Member of Parliament to the House of Commons.
B. The Cotswolds (UK Parliament constituency)
The Cotswolds (UK Parliament constituency) is a UK parliamentary seat covering a largely rural and affluent area of south-central England known for its picturesque villages and rolling countryside.
C. Wycombe (UK Parliament constituency)
Wycombe (UK Parliament constituency) is a long-established UK parliamentary seat in Buckinghamshire, represented in the House of Commons and centred on the town of High Wycombe.
D. Windsor (UK Parliament constituency)
Windsor (UK Parliament constituency) is a UK parliamentary seat in Berkshire that includes the town of Windsor and surrounding areas and elects one Member of Parliament to the House of Commons.
E. Winchester (UK Parliament constituency)
Winchester (UK Parliament constituency) is a long-established electoral area in Hampshire, England, represented in the UK House of Commons.
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: North Wiltshire (UK Parliament constituency)
Triple: [The Cotswolds (UK Parliament constituency), borderingConstituency, North Wiltshire (UK Parliament constituency)]

Generated description

North Wiltshire is a UK parliamentary constituency in the county of Wiltshire, representing a largely rural area of towns and villages in South West England.

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

Target entity: North Wiltshire (UK Parliament constituency)
Target entity description: North Wiltshire is a UK parliamentary constituency in the county of Wiltshire, representing a largely rural area of towns and villages in South West England.

A. North West Cambridgeshire (UK Parliament constituency)
North West Cambridgeshire is a UK parliamentary constituency in Cambridgeshire that covers parts of Peterborough and surrounding areas, electing one Member of Parliament to the House of Commons.
B. The Cotswolds (UK Parliament constituency)
The Cotswolds (UK Parliament constituency) is a UK parliamentary seat covering a largely rural and affluent area of south-central England known for its picturesque villages and rolling countryside.
C. Wycombe (UK Parliament constituency)
Wycombe (UK Parliament constituency) is a long-established UK parliamentary seat in Buckinghamshire, represented in the House of Commons and centred on the town of High Wycombe.
D. Windsor (UK Parliament constituency)
Windsor (UK Parliament constituency) is a UK parliamentary seat in Berkshire that includes the town of Windsor and surrounding areas and elects one Member of Parliament to the House of Commons.
E. Winchester (UK Parliament constituency)
Winchester (UK Parliament constituency) is a long-established electoral area in Hampshire, England, represented in the UK House of Commons.
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_69ad85a0bb048190a5458d2738012d61`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb1151f3c8190911af4edac701116`	completed	March 8, 2026, 5:25 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b2f40055a48190afe401a488d3ae34`	completed	March 12, 2026, 5:12 p.m.
NEDg	Description generation	`batch_69b2fa0f9c348190a1d48003b96761a9`	completed	March 12, 2026, 5:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69b3094548788190aac61165a982e5e9`	completed	March 12, 2026, 6:43 p.m.

Created at: March 8, 2026, 3:11 p.m.