Triple
T17368389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loch Doon |
E422243
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | South Ayrshire and Dumfries and Galloway boundary area |
—
|
NE ONDG |
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: South Ayrshire and Dumfries and Galloway boundary area | Statement: [Loch Doon, region, South Ayrshire and Dumfries and Galloway boundary area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Ayrshire and Dumfries and Galloway boundary area Context triple: [Loch Doon, region, South Ayrshire and Dumfries and Galloway boundary area]
-
A.
Dumfries and Galloway council area
Dumfries and Galloway council area is a large local government region in southwest Scotland, known for its rural landscapes, historic towns, and coastline along the Solway Firth.
-
B.
South Ayrshire
South Ayrshire is a council area on the southwest coast of Scotland, known for its seaside towns, golf courses, and historic links to the poet Robert Burns.
-
C.
Galloway and West Dumfries
Galloway and West Dumfries is a rural Scottish Parliament constituency in the southwest of Scotland, covering parts of Dumfries and Galloway including coastal and agricultural communities.
-
D.
Perthshire and Stirling border area
The Perthshire and Stirling border area is a region in central Scotland where the historic counties of Perthshire and Stirlingshire meet, encompassing a mix of rural landscapes, small towns, and transitional Highland–Lowland scenery.
-
E.
East Ayrshire
East Ayrshire is a council area in southwest Scotland known for its mix of rural landscapes, former mining communities, and historic towns such as Kilmarnock.
- 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: South Ayrshire and Dumfries and Galloway boundary area Triple: [Loch Doon, region, South Ayrshire and Dumfries and Galloway boundary area]
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Ayrshire and Dumfries and Galloway boundary area Target entity description: The South Ayrshire and Dumfries and Galloway boundary area is a sparsely populated upland region in southwest Scotland characterized by lochs, forests, and moorland that straddles the administrative divide between the two council areas.
-
A.
Dumfries and Galloway council area
Dumfries and Galloway council area is a large local government region in southwest Scotland, known for its rural landscapes, historic towns, and coastline along the Solway Firth.
-
B.
South Ayrshire
South Ayrshire is a council area on the southwest coast of Scotland, known for its seaside towns, golf courses, and historic links to the poet Robert Burns.
-
C.
Galloway and West Dumfries
Galloway and West Dumfries is a rural Scottish Parliament constituency in the southwest of Scotland, covering parts of Dumfries and Galloway including coastal and agricultural communities.
-
D.
Perthshire and Stirling border area
The Perthshire and Stirling border area is a region in central Scotland where the historic counties of Perthshire and Stirlingshire meet, encompassing a mix of rural landscapes, small towns, and transitional Highland–Lowland scenery.
-
E.
East Ayrshire
East Ayrshire is a council area in southwest Scotland known for its mix of rural landscapes, former mining communities, and historic towns such as Kilmarnock.
- F. None of above. chosen
Provenance (4 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_69d889d6535c81908be333c01deaec4e |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a6790448190a24047523a019f81 |
completed | April 19, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a019566da6c819083b59e0911d02bd5 |
completed | May 11, 2026, 8:37 a.m. |
| NEDg | Description generation | batch_6a01962ae4848190b2aad8e19bf6522f |
in_progress | May 11, 2026, 8:41 a.m. |
Created at: April 10, 2026, 5:44 a.m.