Triple

T13738780

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kilwinning	`E330022`	entity
Predicate	electoralRegion	`P6178`	FINISHED
Object	Ayrshire North and Arran (UK Parliament constituency) Ayrshire North and Arran is a UK parliamentary constituency in southwest Scotland that covers parts of North Ayrshire and the Isle of Arran, electing one Member of Parliament to the House of Commons.	`E1057644`	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: Ayrshire North and Arran (UK Parliament constituency) | Statement: [Kilwinning, electoralRegion, Ayrshire North and Arran (UK Parliament constituency)]

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

Target entity: Ayrshire North and Arran (UK Parliament constituency)
Context triple: [Kilwinning, electoralRegion, Ayrshire North and Arran (UK Parliament constituency)]

A. Ayr (Scottish Parliament constituency)
Ayr (Scottish Parliament constituency) is a Scottish Parliamentary electoral area in South Ayrshire that elects a Member of the Scottish Parliament to represent the town of Ayr and surrounding communities.
B. South Ayrshire (UK Parliament constituency)
South Ayrshire was a former UK Parliament constituency in Scotland that elected one Member of Parliament to the House of Commons until its abolition and replacement by newer constituencies such as Kilmarnock and Loudoun.
C. North Tayside (Scottish Parliament constituency)
North Tayside was a former Scottish Parliament constituency in the Tayside region, represented in Holyrood from the Parliament’s creation in 1999 until its abolition and replacement by Perthshire North in 2011.
D. Orkney (Scottish Parliament constituency)
Orkney (Scottish Parliament constituency) is a Scottish parliamentary electoral area covering the Orkney Islands, represented by a Member of the Scottish Parliament (MSP) in Holyrood.
E. Glasgow North (UK Parliament constituency)
Glasgow North is a UK parliamentary constituency in the city of Glasgow, Scotland, represented in the House of Commons.
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: Ayrshire North and Arran (UK Parliament constituency)
Triple: [Kilwinning, electoralRegion, Ayrshire North and Arran (UK Parliament constituency)]

Generated description

Ayrshire North and Arran is a UK parliamentary constituency in southwest Scotland that covers parts of North Ayrshire and the Isle of Arran, electing one Member of Parliament to the House of Commons.

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

Target entity: Ayrshire North and Arran (UK Parliament constituency)
Target entity description: Ayrshire North and Arran is a UK parliamentary constituency in southwest Scotland that covers parts of North Ayrshire and the Isle of Arran, electing one Member of Parliament to the House of Commons.

A. Ayr (Scottish Parliament constituency)
Ayr (Scottish Parliament constituency) is a Scottish Parliamentary electoral area in South Ayrshire that elects a Member of the Scottish Parliament to represent the town of Ayr and surrounding communities.
B. South Ayrshire (UK Parliament constituency)
South Ayrshire was a former UK Parliament constituency in Scotland that elected one Member of Parliament to the House of Commons until its abolition and replacement by newer constituencies such as Kilmarnock and Loudoun.
C. North Tayside (Scottish Parliament constituency)
North Tayside was a former Scottish Parliament constituency in the Tayside region, represented in Holyrood from the Parliament’s creation in 1999 until its abolition and replacement by Perthshire North in 2011.
D. Orkney (Scottish Parliament constituency)
Orkney (Scottish Parliament constituency) is a Scottish parliamentary electoral area covering the Orkney Islands, represented by a Member of the Scottish Parliament (MSP) in Holyrood.
E. Glasgow North (UK Parliament constituency)
Glasgow North is a UK parliamentary constituency in the city of Glasgow, Scotland, represented in the House of Commons.
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_69d80772315881908f980cae40d91664`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69de0204d50c8190a5413cc9a1b26e14`	completed	April 14, 2026, 8:59 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f79d6bce9881909209231f6dfcf9bf`	completed	May 3, 2026, 7:09 p.m.
NEDg	Description generation	`batch_69f79e7869648190ab0157bd0480b219`	completed	May 3, 2026, 7:14 p.m.
NED2	Entity disambiguation (via description)	`batch_69f79f7216b08190800165d46172222c`	completed	May 3, 2026, 7:18 p.m.

Created at: April 9, 2026, 9:55 p.m.