Triple

T1497257

Position	Surface form	Disambiguated ID	Type / Status
Subject	West Lothian	`E29712`	entity
Predicate	hasScottishParliamentConstituency	`P20712`	FINISHED
Object	Linlithgow (Scottish Parliament constituency) Linlithgow is a Scottish Parliament constituency in the Lothian region, centered on the historic town of Linlithgow and covering part of West Lothian.	`E172863`	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: Linlithgow (Scottish Parliament constituency) | Statement: [West Lothian, hasScottishParliamentConstituency, Linlithgow (Scottish Parliament constituency)]

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

Target entity: Linlithgow (Scottish Parliament constituency)
Context triple: [West Lothian, hasScottishParliamentConstituency, Linlithgow (Scottish Parliament constituency)]

A. Linlithgow and East Falkirk (UK Parliament constituency)
Linlithgow and East Falkirk is a UK parliamentary constituency in central Scotland that elects one Member of Parliament to the House of Commons.
B. Lothian (Scottish Parliament electoral region)
Lothian (Scottish Parliament electoral region) is a Scottish Parliament electoral region in the east of Scotland that includes the city of Edinburgh and surrounding council areas.
C. 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.
D. Greenock and Inverclyde (Scottish Parliament constituency)
Greenock and Inverclyde is a constituency of the Scottish Parliament covering the town of Greenock and surrounding areas in the Inverclyde council region, represented by a Member of the Scottish Parliament (MSP).
E. Glenrothes (Scottish Parliament constituency)
Glenrothes (Scottish Parliament constituency) is a Scottish parliamentary seat in Fife that elects a Member of the Scottish Parliament to represent the town of Glenrothes and surrounding areas.
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: Linlithgow (Scottish Parliament constituency)
Triple: [West Lothian, hasScottishParliamentConstituency, Linlithgow (Scottish Parliament constituency)]

Generated description

Linlithgow is a Scottish Parliament constituency in the Lothian region, centered on the historic town of Linlithgow and covering part of West Lothian.

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

Target entity: Linlithgow (Scottish Parliament constituency)
Target entity description: Linlithgow is a Scottish Parliament constituency in the Lothian region, centered on the historic town of Linlithgow and covering part of West Lothian.

A. Linlithgow and East Falkirk (UK Parliament constituency)
Linlithgow and East Falkirk is a UK parliamentary constituency in central Scotland that elects one Member of Parliament to the House of Commons.
B. Lothian (Scottish Parliament electoral region)
Lothian (Scottish Parliament electoral region) is a Scottish Parliament electoral region in the east of Scotland that includes the city of Edinburgh and surrounding council areas.
C. 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.
D. Greenock and Inverclyde (Scottish Parliament constituency)
Greenock and Inverclyde is a constituency of the Scottish Parliament covering the town of Greenock and surrounding areas in the Inverclyde council region, represented by a Member of the Scottish Parliament (MSP).
E. Glenrothes (Scottish Parliament constituency)
Glenrothes (Scottish Parliament constituency) is a Scottish parliamentary seat in Fife that elects a Member of the Scottish Parliament to represent the town of Glenrothes and surrounding areas.
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_69a498dba1d8819093b46a3a8d2485f1`	completed	March 1, 2026, 7:51 p.m.
NER	Named-entity recognition	`batch_69a4c6edca248190a90205799b270058`	completed	March 1, 2026, 11:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad2331b49881908672251bb86418df`	completed	March 8, 2026, 7:20 a.m.
NEDg	Description generation	`batch_69ad23d86d088190bbea03d5d49bc009`	completed	March 8, 2026, 7:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad2459c38c8190a8c166c2743a8936`	completed	March 8, 2026, 7:25 a.m.

Created at: March 1, 2026, 8:12 p.m.