Triple

T5382336

Position	Surface form	Disambiguated ID	Type / Status
Subject	Denny	`E113115`	entity
Predicate	parliamentaryConstituency	`P2710`	FINISHED
Object	Falkirk (UK Parliament constituency) Falkirk (UK Parliament constituency) is a Scottish electoral area represented in the UK House of Commons, centered on the town of Falkirk and surrounding communities in central Scotland.	`E516434`	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: Falkirk (UK Parliament constituency) | Statement: [Denny, parliamentaryConstituency, Falkirk (UK Parliament constituency)]

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

Target entity: Falkirk (UK Parliament constituency)
Context triple: [Denny, parliamentaryConstituency, 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. 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.
C. 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.
D. 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.
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: Falkirk (UK Parliament constituency)
Triple: [Denny, parliamentaryConstituency, Falkirk (UK Parliament constituency)]

Generated description

Falkirk (UK Parliament constituency) is a Scottish electoral area represented in the UK House of Commons, centered on the town of Falkirk and surrounding communities in central Scotland.

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

Target entity: Falkirk (UK Parliament constituency)
Target entity description: Falkirk (UK Parliament constituency) is a Scottish electoral area represented in the UK House of Commons, centered on the town of Falkirk and surrounding communities in central Scotland.

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. 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.
C. 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.
D. 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.
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

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_69bd4436a1988190af18dcff7fd306b4`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd86d163f88190939638d44fcb24a7`	completed	March 20, 2026, 5:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf294cb9288190ab1400dae18332de`	completed	March 21, 2026, 11:27 p.m.
NEDg	Description generation	`batch_69bf2a23ba1881909ddc549728bbc2d3`	completed	March 21, 2026, 11:30 p.m.
NED2	Entity disambiguation (via description)	`batch_69bf2e6d5f9081908327dff0058241f0`	completed	March 21, 2026, 11:49 p.m.

Created at: March 20, 2026, 2:03 p.m.