Triple
T7480897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | East Ayrshire |
E176752
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object | Kilmarnock and Loudoun district |
E182116
|
NE FINISHED |
How this triple was built (2 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: Kilmarnock and Loudoun district | Statement: [East Ayrshire, replaced, Kilmarnock and Loudoun district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kilmarnock and Loudoun district Context triple: [East Ayrshire, replaced, Kilmarnock and Loudoun district]
-
A.
Kilmarnock and Loudoun
chosen
Kilmarnock and Loudoun is a UK parliamentary constituency in Scotland that covers the town of Kilmarnock and surrounding areas in East Ayrshire.
-
B.
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.
-
C.
Ayr Sheriffdom
Ayr Sheriffdom is a judicial district in Scotland encompassing the area served by Ayr Sheriff Court, where civil and criminal cases are heard at the sheriff court level.
-
D.
Dumfries and Galloway
Dumfries and Galloway is a largely rural council area in southwest Scotland known for its rolling countryside, historic towns, and rich cultural and clan heritage.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c69f236ce08190a04d7679f03b29b2 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f534aa388190b3bb3e16be3a54c8 |
completed | March 27, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c655fcc8190a23d8dd69a70431c |
completed | March 28, 2026, 8:39 p.m. |
Created at: March 27, 2026, 3:42 p.m.