Triple

T4018373

Position	Surface form	Disambiguated ID	Type / Status
Subject	Warrington Borough Council	`E91219`	entity
Predicate	replaced	`P101`	FINISHED
Object	Cheshire County Council (within Warrington area) Cheshire County Council (within the Warrington area) was the former upper-tier local authority responsible for county-level services in Warrington before local government reorganization transferred those powers to Warrington Borough Council.	`E405616`	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: Cheshire County Council (within Warrington area) | Statement: [Warrington Borough Council, replaced, Cheshire County Council (within Warrington area)]

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

Target entity: Cheshire County Council (within Warrington area)
Context triple: [Warrington Borough Council, replaced, Cheshire County Council (within Warrington area)]

A. Warrington Borough Council
Warrington Borough Council is the local authority responsible for providing municipal services and governance for the borough of Warrington in Cheshire, England.
B. Cheshire East
Cheshire East is a unitary authority area in North West England, encompassing a mix of towns and rural communities and forming part of the wider Cheshire county.
C. Warrington South
Warrington South is a UK parliamentary constituency in Cheshire that includes parts of the town of Warrington and surrounding communities.
D. Lancashire County Council
Lancashire County Council is the upper-tier local authority responsible for providing key public services and strategic governance across the county of Lancashire in North West England.
E. Borough of Crewe and Nantwich
The Borough of Crewe and Nantwich was a former local government district in Cheshire, England, centered on the towns of Crewe and Nantwich before its functions were absorbed into the unitary authority of Cheshire East.
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: Cheshire County Council (within Warrington area)
Triple: [Warrington Borough Council, replaced, Cheshire County Council (within Warrington area)]

Generated description

Cheshire County Council (within the Warrington area) was the former upper-tier local authority responsible for county-level services in Warrington before local government reorganization transferred those powers to Warrington Borough Council.

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

Target entity: Cheshire County Council (within Warrington area)
Target entity description: Cheshire County Council (within the Warrington area) was the former upper-tier local authority responsible for county-level services in Warrington before local government reorganization transferred those powers to Warrington Borough Council.

A. Warrington Borough Council
Warrington Borough Council is the local authority responsible for providing municipal services and governance for the borough of Warrington in Cheshire, England.
B. Cheshire East
Cheshire East is a unitary authority area in North West England, encompassing a mix of towns and rural communities and forming part of the wider Cheshire county.
C. Warrington South
Warrington South is a UK parliamentary constituency in Cheshire that includes parts of the town of Warrington and surrounding communities.
D. Lancashire County Council
Lancashire County Council is the upper-tier local authority responsible for providing key public services and strategic governance across the county of Lancashire in North West England.
E. Borough of Crewe and Nantwich
The Borough of Crewe and Nantwich was a former local government district in Cheshire, England, centered on the towns of Crewe and Nantwich before its functions were absorbed into the unitary authority of Cheshire East.
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_69aed9618b04819081750d979d2af098`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefaa984948190a252eaeb9dbae454`	completed	March 9, 2026, 4:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b54c792d948190aed89f2a52d65688`	completed	March 14, 2026, 11:54 a.m.
NEDg	Description generation	`batch_69b54cf4bee08190917836fe16f02403`	completed	March 14, 2026, 11:56 a.m.
NED2	Entity disambiguation (via description)	`batch_69b54d853f3881909f6ab8b83ad0e064`	completed	March 14, 2026, 11:59 a.m.

Created at: March 9, 2026, 3:35 p.m.