Triple

T8743096

Position	Surface form	Disambiguated ID	Type / Status
Subject	Angus (UK Parliament constituency)	`E207551`	entity
Predicate	hasBorderWith	`P224`	FINISHED
Object	Aberdeen South (UK Parliament constituency) Aberdeen South is a UK parliamentary constituency in the city of Aberdeen, Scotland, represented in the House of Commons and known for its mix of urban, commercial, and residential areas.	`E755933`	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: Aberdeen South (UK Parliament constituency) | Statement: [Angus (UK Parliament constituency), hasBorderWith, Aberdeen South (UK Parliament constituency)]

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

Target entity: Aberdeen South (UK Parliament constituency)
Context triple: [Angus (UK Parliament constituency), hasBorderWith, Aberdeen South (UK Parliament constituency)]

A. South Ayrshire (UK Parliament constituency)
South Ayrshire was a former UK Parliament constituency in Scotland that elected one Member of Parliament to the House of Commons until its abolition and replacement by newer constituencies such as Kilmarnock and Loudoun.
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. Angus (UK Parliament constituency)
Angus (UK Parliament constituency) is a Scottish parliamentary seat represented in the UK House of Commons, covering a largely rural area of eastern Scotland including towns such as Kirriemuir and Arbroath.
D. Perth (Scottish Parliament constituency)
Perth (Scottish Parliament constituency) was a former electoral constituency of the Scottish Parliament that represented the city of Perth and surrounding areas before being replaced in a boundary reorganization.
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: Aberdeen South (UK Parliament constituency)
Triple: [Angus (UK Parliament constituency), hasBorderWith, Aberdeen South (UK Parliament constituency)]

Generated description

Aberdeen South is a UK parliamentary constituency in the city of Aberdeen, Scotland, represented in the House of Commons and known for its mix of urban, commercial, and residential areas.

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

Target entity: Aberdeen South (UK Parliament constituency)
Target entity description: Aberdeen South is a UK parliamentary constituency in the city of Aberdeen, Scotland, represented in the House of Commons and known for its mix of urban, commercial, and residential areas.

A. South Ayrshire (UK Parliament constituency)
South Ayrshire was a former UK Parliament constituency in Scotland that elected one Member of Parliament to the House of Commons until its abolition and replacement by newer constituencies such as Kilmarnock and Loudoun.
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. Angus (UK Parliament constituency)
Angus (UK Parliament constituency) is a Scottish parliamentary seat represented in the UK House of Commons, covering a largely rural area of eastern Scotland including towns such as Kirriemuir and Arbroath.
D. Perth (Scottish Parliament constituency)
Perth (Scottish Parliament constituency) was a former electoral constituency of the Scottish Parliament that represented the city of Perth and surrounding areas before being replaced in a boundary reorganization.
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_69ca835a03a081909d4d4cd01a18c9fb`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc5d71619481909fc4d87af3d01432`	completed	March 31, 2026, 11:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69cf42fdb90c81909af29b5c0a26560a`	completed	April 3, 2026, 4:33 a.m.
NEDg	Description generation	`batch_69cf459e12748190b7aaf2e33a1944fd`	completed	April 3, 2026, 4:44 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf460d555081908fcb69dd3895fda0`	completed	April 3, 2026, 4:46 a.m.

Created at: March 30, 2026, 6:38 p.m.