Triple

T5374491

Position	Surface form	Disambiguated ID	Type / Status
Subject	Central Bedfordshire Council	`E108927`	entity
Predicate	replaced	`P101`	FINISHED
Object	South Bedfordshire District Council South Bedfordshire District Council was the former local government authority responsible for administering the South Bedfordshire area in Bedfordshire, England, until its functions were absorbed into the unitary Central Bedfordshire Council.	`E519164`	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: South Bedfordshire District Council | Statement: [Central Bedfordshire Council, replaced, South Bedfordshire District Council]

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

Target entity: South Bedfordshire District Council
Context triple: [Central Bedfordshire Council, replaced, South Bedfordshire District Council]

A. Central Bedfordshire Council
Central Bedfordshire Council is the unitary local authority responsible for providing public services and local governance across the Central Bedfordshire area in Bedfordshire, England.
B. Huntingdonshire District Council
Huntingdonshire District Council is the local government authority responsible for providing district-level services and administration across the Huntingdonshire area of Cambridgeshire, England.
C. Buckinghamshire Council
Buckinghamshire Council is the unitary local authority responsible for providing public services and governance across the county of Buckinghamshire in South East England.
D. Bedford City Council
Bedford City Council is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Bedford, Texas.
E. West Northamptonshire Council
West Northamptonshire Council is the unitary local authority responsible for providing public services and local governance across the West Northamptonshire area of England, including the town of Northampton.
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: South Bedfordshire District Council
Triple: [Central Bedfordshire Council, replaced, South Bedfordshire District Council]

Generated description

South Bedfordshire District Council was the former local government authority responsible for administering the South Bedfordshire area in Bedfordshire, England, until its functions were absorbed into the unitary Central Bedfordshire Council.

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

Target entity: South Bedfordshire District Council
Target entity description: South Bedfordshire District Council was the former local government authority responsible for administering the South Bedfordshire area in Bedfordshire, England, until its functions were absorbed into the unitary Central Bedfordshire Council.

A. Central Bedfordshire Council
Central Bedfordshire Council is the unitary local authority responsible for providing public services and local governance across the Central Bedfordshire area in Bedfordshire, England.
B. Huntingdonshire District Council
Huntingdonshire District Council is the local government authority responsible for providing district-level services and administration across the Huntingdonshire area of Cambridgeshire, England.
C. Buckinghamshire Council
Buckinghamshire Council is the unitary local authority responsible for providing public services and governance across the county of Buckinghamshire in South East England.
D. Bedford City Council
Bedford City Council is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing city administration in Bedford, Texas.
E. West Northamptonshire Council
West Northamptonshire Council is the unitary local authority responsible for providing public services and local governance across the West Northamptonshire area of England, including the town of Northampton.
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_69bd440c77948190aad2a5f39b7b80f5`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd86ad820081908763765dcbc99cbf`	completed	March 20, 2026, 5:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf3a96fba481909659b13425951068`	completed	March 22, 2026, 12:40 a.m.
NEDg	Description generation	`batch_69bf3bb122c881909556522c986d6783`	completed	March 22, 2026, 12:45 a.m.
NED2	Entity disambiguation (via description)	`batch_69bf3c1ad4d8819093aeb94f62eb1086`	completed	March 22, 2026, 12:47 a.m.

Created at: March 20, 2026, 2:03 p.m.