Triple

T10419772

Position	Surface form	Disambiguated ID	Type / Status
Subject	Inverness, Nairn, Badenoch and Strathspey	`E245614`	entity
Predicate	replaced	`P101`	FINISHED
Object	Nairn (UK Parliament constituency) Nairn (UK Parliament constituency) was a former Scottish parliamentary constituency that elected a Member of Parliament to the UK House of Commons before being absorbed into larger regional seats.	`E862393`	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: Nairn (UK Parliament constituency) | Statement: [Inverness, Nairn, Badenoch and Strathspey, replaced, Nairn (UK Parliament constituency)]

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

Target entity: Nairn (UK Parliament constituency)
Context triple: [Inverness, Nairn, Badenoch and Strathspey, replaced, Nairn (UK Parliament constituency)]

A. Kilmarnock (UK Parliament constituency)
Kilmarnock (UK Parliament constituency) was a former Scottish parliamentary seat centered on the town of Kilmarnock, represented in the UK House of Commons until its abolition in the 1980s.
B. Inverness and Nairn (Scottish Parliament constituency)
Inverness and Nairn is a Scottish Parliament constituency covering the city of Inverness and the nearby coastal town of Nairn within the Highlands.
C. East Dunbartonshire (UK Parliament constituency)
East Dunbartonshire (UK Parliament constituency) is a Scottish parliamentary seat represented in the UK House of Commons, covering suburban and semi-rural areas to the north of Glasgow.
D. East Lothian (UK Parliament constituency)
East Lothian (UK Parliament constituency) is a UK parliamentary seat in southeastern Scotland that covers a largely rural and coastal area east of Edinburgh, including towns such as Haddington and Musselburgh.
E. Na h-Eileanan an Iar (UK Parliament constituency)
Na h-Eileanan an Iar is a UK Parliament constituency covering the Outer Hebrides (Western Isles) of Scotland, represented at Westminster by a single Member of Parliament.
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: Nairn (UK Parliament constituency)
Triple: [Inverness, Nairn, Badenoch and Strathspey, replaced, Nairn (UK Parliament constituency)]

Generated description

Nairn (UK Parliament constituency) was a former Scottish parliamentary constituency that elected a Member of Parliament to the UK House of Commons before being absorbed into larger regional seats.

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

Target entity: Nairn (UK Parliament constituency)
Target entity description: Nairn (UK Parliament constituency) was a former Scottish parliamentary constituency that elected a Member of Parliament to the UK House of Commons before being absorbed into larger regional seats.

A. Kilmarnock (UK Parliament constituency)
Kilmarnock (UK Parliament constituency) was a former Scottish parliamentary seat centered on the town of Kilmarnock, represented in the UK House of Commons until its abolition in the 1980s.
B. Inverness and Nairn (Scottish Parliament constituency)
Inverness and Nairn is a Scottish Parliament constituency covering the city of Inverness and the nearby coastal town of Nairn within the Highlands.
C. East Dunbartonshire (UK Parliament constituency)
East Dunbartonshire (UK Parliament constituency) is a Scottish parliamentary seat represented in the UK House of Commons, covering suburban and semi-rural areas to the north of Glasgow.
D. East Lothian (UK Parliament constituency)
East Lothian (UK Parliament constituency) is a UK parliamentary seat in southeastern Scotland that covers a largely rural and coastal area east of Edinburgh, including towns such as Haddington and Musselburgh.
E. Na h-Eileanan an Iar (UK Parliament constituency)
Na h-Eileanan an Iar is a UK Parliament constituency covering the Outer Hebrides (Western Isles) of Scotland, represented at Westminster by a single Member of Parliament.
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_69d381be340c8190b05998703d42d224`	completed	April 6, 2026, 9:49 a.m.
NER	Named-entity recognition	`batch_69d4ea2aa7848190a7091ee71722fcc6`	completed	April 7, 2026, 11:27 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d7fc17c874819096b656056ed2dd8a`	completed	April 9, 2026, 7:20 p.m.
NEDg	Description generation	`batch_69d822d76f3481909f7c04be19414b14`	completed	April 9, 2026, 10:06 p.m.
NED2	Entity disambiguation (via description)	`batch_69d859fd8f0c8190b0fec880e1180e50`	completed	April 10, 2026, 2:01 a.m.

Created at: April 6, 2026, 12:11 p.m.