Triple

T1497255

Position	Surface form	Disambiguated ID	Type / Status
Subject	West Lothian	`E29712`	entity
Predicate	hasParliamentaryConstituency	`P2710`	FINISHED
Object	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.	`E171579`	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 and East Falkirk (UK Parliament constituency) | Statement: [West Lothian, hasParliamentaryConstituency, Linlithgow and East Falkirk (UK Parliament constituency)]

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

Target entity: Linlithgow and East Falkirk (UK Parliament constituency)
Context triple: [West Lothian, hasParliamentaryConstituency, Linlithgow and East Falkirk (UK Parliament constituency)]

A. Kirkcaldy (UK Parliament constituency)
Kirkcaldy was a former UK Parliament constituency in Fife, Scotland, centred on the town of Kirkcaldy and represented in the House of Commons until its abolition and replacement by new constituencies.
B. 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.
C. 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).
D. Stirling (UK Parliament constituency)
Stirling (UK Parliament constituency) is a Scottish electoral area represented in the UK House of Commons, centered on the city of Stirling and its surrounding rural and suburban communities.
E. Mid Fife and Glenrothes (Scottish Parliament constituency)
Mid Fife and Glenrothes is a Scottish Parliament constituency in Fife that elects a Member of the Scottish Parliament (MSP) to represent communities including the town of Glenrothes and its 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 and East Falkirk (UK Parliament constituency)
Triple: [West Lothian, hasParliamentaryConstituency, Linlithgow and East Falkirk (UK Parliament constituency)]

Generated description

Linlithgow and East Falkirk is a UK parliamentary constituency in central Scotland that elects one Member of Parliament to the House of Commons.

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

Target entity: Linlithgow and East Falkirk (UK Parliament constituency)
Target entity description: Linlithgow and East Falkirk is a UK parliamentary constituency in central Scotland that elects one Member of Parliament to the House of Commons.

A. Kirkcaldy (UK Parliament constituency)
Kirkcaldy was a former UK Parliament constituency in Fife, Scotland, centred on the town of Kirkcaldy and represented in the House of Commons until its abolition and replacement by new constituencies.
B. 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.
C. 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).
D. Stirling (UK Parliament constituency)
Stirling (UK Parliament constituency) is a Scottish electoral area represented in the UK House of Commons, centered on the city of Stirling and its surrounding rural and suburban communities.
E. Mid Fife and Glenrothes (Scottish Parliament constituency)
Mid Fife and Glenrothes is a Scottish Parliament constituency in Fife that elects a Member of the Scottish Parliament (MSP) to represent communities including the town of Glenrothes and its 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_69ad1caf8b288190b428cf903db2c107`	completed	March 8, 2026, 6:52 a.m.
NEDg	Description generation	`batch_69ad1e3e8fd4819098de7b04e0fad4dc`	completed	March 8, 2026, 6:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad1eef24c88190a232d40aa4d2235b`	completed	March 8, 2026, 7:02 a.m.

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