Triple
T4992016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walkerburn |
E112152
|
entity |
| Predicate | representedInParliament |
P6494
|
FINISHED |
| Object |
UK Parliament constituency of Berwickshire, Roxburgh and Selkirk
The UK Parliament constituency of Berwickshire, Roxburgh and Selkirk is a Scottish Westminster constituency covering a largely rural area in the Scottish Borders, including towns such as Hawick, Galashiels, and Kelso.
|
E484257
|
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: UK Parliament constituency of Berwickshire, Roxburgh and Selkirk | Statement: [Walkerburn, representedInParliament, UK Parliament constituency of Berwickshire, Roxburgh and Selkirk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UK Parliament constituency of Berwickshire, Roxburgh and Selkirk Context triple: [Walkerburn, representedInParliament, UK Parliament constituency of Berwickshire, Roxburgh and Selkirk]
-
A.
Berwickshire, Roxburgh and Selkirk (Scottish Parliament)
Berwickshire, Roxburgh and Selkirk is a Scottish Parliament constituency covering a largely rural area in the south-east of Scotland, including parts of the Scottish Borders.
-
B.
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.
-
C.
Orkney and Shetland Westminster constituency
Orkney and Shetland is a UK parliamentary constituency representing the Northern Isles of Scotland, including both the Orkney Islands and the Shetland Islands, in the House of Commons.
-
D.
Ettrick, Roxburgh and Berwickshire (Scottish Parliament)
Ettrick, Roxburgh and Berwickshire is a Scottish Parliament constituency covering a largely rural area in the south of Scotland, including parts of the historic counties of Roxburghshire and Berwickshire.
-
E.
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.
- 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: UK Parliament constituency of Berwickshire, Roxburgh and Selkirk Triple: [Walkerburn, representedInParliament, UK Parliament constituency of Berwickshire, Roxburgh and Selkirk]
Generated description
The UK Parliament constituency of Berwickshire, Roxburgh and Selkirk is a Scottish Westminster constituency covering a largely rural area in the Scottish Borders, including towns such as Hawick, Galashiels, and Kelso.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UK Parliament constituency of Berwickshire, Roxburgh and Selkirk Target entity description: The UK Parliament constituency of Berwickshire, Roxburgh and Selkirk is a Scottish Westminster constituency covering a largely rural area in the Scottish Borders, including towns such as Hawick, Galashiels, and Kelso.
-
A.
Berwickshire, Roxburgh and Selkirk (Scottish Parliament)
Berwickshire, Roxburgh and Selkirk is a Scottish Parliament constituency covering a largely rural area in the south-east of Scotland, including parts of the Scottish Borders.
-
B.
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.
-
C.
Orkney and Shetland Westminster constituency
Orkney and Shetland is a UK parliamentary constituency representing the Northern Isles of Scotland, including both the Orkney Islands and the Shetland Islands, in the House of Commons.
-
D.
Ettrick, Roxburgh and Berwickshire (Scottish Parliament)
Ettrick, Roxburgh and Berwickshire is a Scottish Parliament constituency covering a largely rural area in the south of Scotland, including parts of the historic counties of Roxburghshire and Berwickshire.
-
E.
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.
- 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_69bd441be7bc8190b530362d427b97d2 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd729bb45081908d85891a9d9f4b71 |
completed | March 20, 2026, 4:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a2d71c08190be1d3397585ca65c |
completed | March 21, 2026, 12:08 p.m. |
| NEDg | Description generation | batch_69be8b2297088190a1e049eab409ac59 |
completed | March 21, 2026, 12:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b80af18819091efdfe242b7b477 |
completed | March 21, 2026, 12:13 p.m. |
Created at: March 20, 2026, 1:34 p.m.