Triple

T10073790

Position	Surface form	Disambiguated ID	Type / Status
Subject	North East Cambridgeshire	`E213695`	entity
Predicate	hasPredecessorSeat	`P91945`	FINISHED
Object	Cambridgeshire (historic constituency) Cambridgeshire (historic constituency) was a former parliamentary constituency in England that represented the county of Cambridgeshire in the UK Parliament before later boundary changes created successor seats such as North East Cambridgeshire.	`E839092`	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: Cambridgeshire (historic constituency) | Statement: [North East Cambridgeshire, hasPredecessorSeat, Cambridgeshire (historic constituency)]

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

Target entity: Cambridgeshire (historic constituency)
Context triple: [North East Cambridgeshire, hasPredecessorSeat, Cambridgeshire (historic constituency)]

A. Cambridgeshire constituencies
Cambridgeshire constituencies are the parliamentary electoral areas in the county of Cambridgeshire that each elect a Member of Parliament to the UK House of Commons.
B. South East Cambridgeshire constituency
South East Cambridgeshire constituency is a UK parliamentary seat in Cambridgeshire that elects one Member of Parliament to the House of Commons, covering a largely rural and small-town area east and southeast of Cambridge.
C. South Cambridgeshire (UK Parliament constituency)
South Cambridgeshire is a UK parliamentary constituency in Cambridgeshire that elects one Member of Parliament to the House of Commons, covering a largely rural and suburban area surrounding the city of Cambridge.
D. borough of Cambridge
The borough of Cambridge was the historic municipal area and local government district encompassing the city of Cambridge in England.
E. 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.
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: Cambridgeshire (historic constituency)
Triple: [North East Cambridgeshire, hasPredecessorSeat, Cambridgeshire (historic constituency)]

Generated description

Cambridgeshire (historic constituency) was a former parliamentary constituency in England that represented the county of Cambridgeshire in the UK Parliament before later boundary changes created successor seats such as North East Cambridgeshire.

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

Target entity: Cambridgeshire (historic constituency)
Target entity description: Cambridgeshire (historic constituency) was a former parliamentary constituency in England that represented the county of Cambridgeshire in the UK Parliament before later boundary changes created successor seats such as North East Cambridgeshire.

A. Cambridgeshire constituencies
Cambridgeshire constituencies are the parliamentary electoral areas in the county of Cambridgeshire that each elect a Member of Parliament to the UK House of Commons.
B. South East Cambridgeshire constituency
South East Cambridgeshire constituency is a UK parliamentary seat in Cambridgeshire that elects one Member of Parliament to the House of Commons, covering a largely rural and small-town area east and southeast of Cambridge.
C. South Cambridgeshire (UK Parliament constituency)
South Cambridgeshire is a UK parliamentary constituency in Cambridgeshire that elects one Member of Parliament to the House of Commons, covering a largely rural and suburban area surrounding the city of Cambridge.
D. borough of Cambridge
The borough of Cambridge was the historic municipal area and local government district encompassing the city of Cambridge in England.
E. 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.
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_69ca839add308190b57d53b4ec21f2d0`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cdd015ad488190aee3a2bfb58fb855`	completed	April 2, 2026, 2:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d29abcb72c81908c265f057532ccb7`	completed	April 5, 2026, 5:24 p.m.
NEDg	Description generation	`batch_69d29b985e308190a6ec3966e02f429c`	completed	April 5, 2026, 5:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69d29c5f64c881909aa3d093422fe475`	completed	April 5, 2026, 5:31 p.m.

Created at: March 30, 2026, 8:59 p.m.