Triple

T4173658

Position	Surface form	Disambiguated ID	Type / Status
Subject	Argyll and Bute	`E86423`	entity
Predicate	hasUKParliamentConstituency	`P2710`	FINISHED
Object	Argyll and Bute (UK Parliament constituency) Argyll and Bute (UK Parliament constituency) is a large, predominantly rural Scottish Westminster constituency covering mainland Argyll and numerous Inner Hebridean islands, represented in the House of Commons.	`E152874`	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: Argyll and Bute (UK Parliament constituency) | Statement: [Argyll and Bute, hasUKParliamentConstituency, Argyll and Bute (UK Parliament constituency)]

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

Target entity: Argyll and Bute (UK Parliament constituency)
Context triple: [Argyll and Bute, hasUKParliamentConstituency, Argyll and Bute (UK Parliament constituency)]

A. Waverley parliamentary constituency
Waverley parliamentary constituency is a UK parliamentary seat in Surrey that includes towns such as Godalming and surrounding rural areas, represented in the House of Commons.
B. Orkney and Shetland Westminster constituency
Orkney and Shetland is a UK parliamentary constituency representing the Northern Isles of Scotland, including both the Orkney Islands and the Shetland Islands, in the House of Commons.
C. council area of Argyll and Bute
The council area of Argyll and Bute is a large local government region on the west coast of Scotland, encompassing extensive mainland coastline and numerous islands within the Inner Hebrides.
D. Glasgow South West (UK Parliament)
Glasgow South West is a UK parliamentary constituency in the city of Glasgow, Scotland, represented in the House of Commons.
E. 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.
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: Argyll and Bute (UK Parliament constituency)
Triple: [Argyll and Bute, hasUKParliamentConstituency, Argyll and Bute (UK Parliament constituency)]

Generated description

Argyll and Bute (UK Parliament constituency) is a large, predominantly rural Scottish Westminster constituency covering mainland Argyll and numerous Inner Hebridean islands, represented in the House of Commons.

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

Target entity: Argyll and Bute (UK Parliament constituency)
Target entity description: Argyll and Bute (UK Parliament constituency) is a large, predominantly rural Scottish Westminster constituency covering mainland Argyll and numerous Inner Hebridean islands, represented in the House of Commons.

A. Waverley parliamentary constituency
Waverley parliamentary constituency is a UK parliamentary seat in Surrey that includes towns such as Godalming and surrounding rural areas, represented in the House of Commons.
B. Orkney and Shetland Westminster constituency
Orkney and Shetland is a UK parliamentary constituency representing the Northern Isles of Scotland, including both the Orkney Islands and the Shetland Islands, in the House of Commons.
C. council area of Argyll and Bute chosen
The council area of Argyll and Bute is a large local government region on the west coast of Scotland, encompassing extensive mainland coastline and numerous islands within the Inner Hebrides.
D. Glasgow South West (UK Parliament)
Glasgow South West is a UK parliamentary constituency in the city of Glasgow, Scotland, represented in the House of Commons.
E. 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.
F. None of above.

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_69aed93de98c8190ad838ce507b77c8a`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af02e7d30081909774a3e2a2132d6a`	completed	March 9, 2026, 5:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b57f5428a0819082aaea8950a7c039`	completed	March 14, 2026, 3:31 p.m.
NEDg	Description generation	`batch_69b5800ab42c8190a1bc6f84db38f170`	completed	March 14, 2026, 3:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5843d6ac88190804242661d077546`	completed	March 14, 2026, 3:52 p.m.

Created at: March 9, 2026, 3:45 p.m.