Triple

T1497254

Position	Surface form	Disambiguated ID	Type / Status
Subject	West Lothian	`E29712`	entity
Predicate	hasParliamentaryConstituency	`P2710`	FINISHED
Object	Livingston (UK Parliament constituency) Livingston (UK Parliament constituency) is a Scottish Westminster electoral area that sends a Member of Parliament to the UK House of Commons, primarily covering parts of West Lothian.	`E171578`	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: Livingston (UK Parliament constituency) | Statement: [West Lothian, hasParliamentaryConstituency, Livingston (UK Parliament constituency)]

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

Target entity: Livingston (UK Parliament constituency)
Context triple: [West Lothian, hasParliamentaryConstituency, Livingston (UK Parliament constituency)]

A. 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.
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. Inverclyde (UK Parliament constituency)
Inverclyde (UK Parliament constituency) is a Scottish Westminster constituency centered on the town of Greenock, covering parts of the Inverclyde council area on the lower River Clyde.
D. Gloucester (UK Parliament constituency)
Gloucester (UK Parliament constituency) is a long-established electoral area in the UK that elects one Member of Parliament to the House of Commons, centered on the city of Gloucester in Gloucestershire, England.
E. Buckingham (UK Parliament constituency)
Buckingham (UK Parliament constituency) is a former UK parliamentary seat in Buckinghamshire, historically notable for being represented by the Speaker of 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: Livingston (UK Parliament constituency)
Triple: [West Lothian, hasParliamentaryConstituency, Livingston (UK Parliament constituency)]

Generated description

Livingston (UK Parliament constituency) is a Scottish Westminster electoral area that sends a Member of Parliament to the UK House of Commons, primarily covering parts of West Lothian.

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

Target entity: Livingston (UK Parliament constituency)
Target entity description: Livingston (UK Parliament constituency) is a Scottish Westminster electoral area that sends a Member of Parliament to the UK House of Commons, primarily covering parts of West Lothian.

A. 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.
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. Inverclyde (UK Parliament constituency)
Inverclyde (UK Parliament constituency) is a Scottish Westminster constituency centered on the town of Greenock, covering parts of the Inverclyde council area on the lower River Clyde.
D. Gloucester (UK Parliament constituency)
Gloucester (UK Parliament constituency) is a long-established electoral area in the UK that elects one Member of Parliament to the House of Commons, centered on the city of Gloucester in Gloucestershire, England.
E. Buckingham (UK Parliament constituency)
Buckingham (UK Parliament constituency) is a former UK parliamentary seat in Buckinghamshire, historically notable for being represented by the Speaker of 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_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.