Triple

T13381540

Position	Surface form	Disambiguated ID	Type / Status
Subject	West Northamptonshire Council	`E319328`	entity
Predicate	replaced	`P101`	FINISHED
Object	South Northamptonshire Council South Northamptonshire Council was the former local government authority responsible for administering the South Northamptonshire district in England until its functions were absorbed into the unitary West Northamptonshire Council.	`E1048927`	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 Northamptonshire Council | Statement: [West Northamptonshire Council, replaced, South Northamptonshire Council]

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

Target entity: South Northamptonshire Council
Context triple: [West Northamptonshire Council, replaced, South Northamptonshire Council]

A. 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.
B. Northampton City Council
Northampton City Council is the elected legislative body responsible for setting local laws, policies, and budgets for the city of Northampton, Massachusetts.
C. South Northamptonshire
South Northamptonshire is a UK parliamentary constituency in the county of Northamptonshire, England, represented in the House of Commons.
D. 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.
E. South Cambridgeshire District Council
South Cambridgeshire District Council is the local government authority responsible for providing municipal services and planning oversight for the predominantly rural district surrounding the city of Cambridge in Cambridgeshire, 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: South Northamptonshire Council
Triple: [West Northamptonshire Council, replaced, South Northamptonshire Council]

Generated description

South Northamptonshire Council was the former local government authority responsible for administering the South Northamptonshire district in England until its functions were absorbed into the unitary West Northamptonshire Council.

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

Target entity: South Northamptonshire Council
Target entity description: South Northamptonshire Council was the former local government authority responsible for administering the South Northamptonshire district in England until its functions were absorbed into the unitary West Northamptonshire Council.

A. 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.
B. Northampton City Council
Northampton City Council is the elected legislative body responsible for setting local laws, policies, and budgets for the city of Northampton, Massachusetts.
C. South Northamptonshire
South Northamptonshire is a UK parliamentary constituency in the county of Northamptonshire, England, represented in the House of Commons.
D. 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.
E. South Cambridgeshire District Council
South Cambridgeshire District Council is the local government authority responsible for providing municipal services and planning oversight for the predominantly rural district surrounding the city of Cambridge in Cambridgeshire, 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_69d806b886bc8190b676e7768b8e01c5`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69dadce694788190881d1feac5b75720`	completed	April 11, 2026, 11:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f76b9ec6848190b8e986d849756050`	completed	May 3, 2026, 3:37 p.m.
NEDg	Description generation	`batch_69f7763fc23c819098d46ab0906b8764`	completed	May 3, 2026, 4:22 p.m.
NED2	Entity disambiguation (via description)	`batch_69f7792110e48190a29b6e89c6ebcc03`	completed	May 3, 2026, 4:34 p.m.

Created at: April 9, 2026, 9:33 p.m.