Triple

T1827095

Position	Surface form	Disambiguated ID	Type / Status
Subject	Peterborough (unitary authority)	`E40676`	entity
Predicate	parliamentaryConstituency	`P2710`	FINISHED
Object	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.	`E203258`	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 West Cambridgeshire (UK Parliament constituency) | Statement: [Peterborough (unitary authority), parliamentaryConstituency, North West Cambridgeshire (UK Parliament constituency)]

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

Target entity: North West Cambridgeshire (UK Parliament constituency)
Context triple: [Peterborough (unitary authority), parliamentaryConstituency, North West Cambridgeshire (UK Parliament constituency)]

A. East Cambridgeshire
East Cambridgeshire is a local government district in the county of Cambridgeshire in eastern England, known for its historic city of Ely and surrounding rural landscapes.
B. South Cambridgeshire
South Cambridgeshire is a largely rural local government district in the county of Cambridgeshire in eastern England, surrounding the city of Cambridge.
C. Cambridgeshire County Council
Cambridgeshire County Council is the upper-tier local authority responsible for county-wide services such as education, transport, and social care across Cambridgeshire, England.
D. 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.
E. North Hertfordshire district
North Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing several towns and villages in the north of the county.
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 West Cambridgeshire (UK Parliament constituency)
Triple: [Peterborough (unitary authority), parliamentaryConstituency, North West Cambridgeshire (UK Parliament constituency)]

Generated description

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.

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

Target entity: North West Cambridgeshire (UK Parliament constituency)
Target entity description: 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.

A. East Cambridgeshire
East Cambridgeshire is a local government district in the county of Cambridgeshire in eastern England, known for its historic city of Ely and surrounding rural landscapes.
B. South Cambridgeshire
South Cambridgeshire is a largely rural local government district in the county of Cambridgeshire in eastern England, surrounding the city of Cambridge.
C. Cambridgeshire County Council
Cambridgeshire County Council is the upper-tier local authority responsible for county-wide services such as education, transport, and social care across Cambridgeshire, England.
D. 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.
E. North Hertfordshire district
North Hertfordshire district is a local government district in the county of Hertfordshire, England, encompassing several towns and villages in the north of the county.
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_69a8864644bc8190b2358ab897194ac1`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69abb01022108190b1da05a31454ab8d`	completed	March 7, 2026, 4:56 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adbf6b4bdc8190b53dbdc9c31e3685`	completed	March 8, 2026, 6:26 p.m.
NEDg	Description generation	`batch_69adc07fff60819092b10dd0e417ac5a`	completed	March 8, 2026, 6:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69adc0fd79c48190864f53a90517edc6`	completed	March 8, 2026, 6:33 p.m.

Created at: March 4, 2026, 7:32 p.m.