Triple

T14726378

Position	Surface form	Disambiguated ID	Type / Status
Subject	Politics of Gloucestershire	`E345954`	entity
Predicate	includes	`P1393`	FINISHED
Object	Cotswold District Council elections Cotswold District Council elections are local government elections in the Cotswold district of Gloucestershire that determine the composition and political control of the district council.	`E1115206`	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: Cotswold District Council elections | Statement: [Politics of Gloucestershire, includes, Cotswold District Council elections]

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

Target entity: Cotswold District Council elections
Context triple: [Politics of Gloucestershire, includes, Cotswold District Council elections]

A. West Wiltshire District Council
West Wiltshire District Council was the former local government authority responsible for administering the West Wiltshire area in England until its functions were absorbed into the unitary Wiltshire Council.
B. Wansdyke District Council
Wansdyke District Council was the former local government authority for the Wansdyke area in Avon, England, which was abolished during the 1996 local government reorganization.
C. Wycombe District Council
Wycombe District Council was the former local government authority responsible for administering the Wycombe area in Buckinghamshire, England, until its functions were absorbed into the unitary Buckinghamshire Council.
D. South Shropshire District Council
South Shropshire District Council was the former local government authority responsible for administering the South Shropshire area in England until its functions were absorbed into the unitary Shropshire Council.
E. Wiltshire Council
Wiltshire Council is the unitary local authority responsible for providing public services and governance across the county of Wiltshire in South West England.
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: Cotswold District Council elections
Triple: [Politics of Gloucestershire, includes, Cotswold District Council elections]

Generated description

Cotswold District Council elections are local government elections in the Cotswold district of Gloucestershire that determine the composition and political control of the district council.

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

Target entity: Cotswold District Council elections
Target entity description: Cotswold District Council elections are local government elections in the Cotswold district of Gloucestershire that determine the composition and political control of the district council.

A. West Wiltshire District Council
West Wiltshire District Council was the former local government authority responsible for administering the West Wiltshire area in England until its functions were absorbed into the unitary Wiltshire Council.
B. Wansdyke District Council
Wansdyke District Council was the former local government authority for the Wansdyke area in Avon, England, which was abolished during the 1996 local government reorganization.
C. Wycombe District Council
Wycombe District Council was the former local government authority responsible for administering the Wycombe area in Buckinghamshire, England, until its functions were absorbed into the unitary Buckinghamshire Council.
D. South Shropshire District Council
South Shropshire District Council was the former local government authority responsible for administering the South Shropshire area in England until its functions were absorbed into the unitary Shropshire Council.
E. Wiltshire Council
Wiltshire Council is the unitary local authority responsible for providing public services and governance across the county of Wiltshire in South West England.
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_69d822e5911c8190ba589f957dbd9ba7`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69dec26013c8819090512f8b4df9cc87`	completed	April 14, 2026, 10:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fdf099eaf48190b89032b6ac769e67`	completed	May 8, 2026, 2:18 p.m.
NEDg	Description generation	`batch_69fdf20f3f0c81909052226a1fb8f165`	completed	May 8, 2026, 2:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69fdf30dab20819085589da4e869fb7e`	completed	May 8, 2026, 2:28 p.m.

Created at: April 10, 2026, 1:29 a.m.