Triple
T14731202
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A79 road |
E346077
|
entity |
| Predicate | maintainedBy |
P86
|
FINISHED |
| Object | South Ayrshire Council |
E269768
|
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: South Ayrshire Council | Statement: [A79 road, maintainedBy, South Ayrshire Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Ayrshire Council Context triple: [A79 road, maintainedBy, South Ayrshire Council]
-
A.
South Ayrshire Council
chosen
South Ayrshire Council is the local government authority responsible for providing public services and administration across the South Ayrshire area of southwest Scotland.
-
B.
East Ayrshire Council
East Ayrshire Council is the local authority responsible for governing the East Ayrshire area of Scotland, providing public services and managing community facilities such as theatres, schools, and infrastructure.
-
C.
North Ayrshire Council
North Ayrshire Council is the local authority responsible for providing public services and governance across the North Ayrshire area of Scotland, including parts of the Isle of Arran.
-
D.
West Dunbartonshire Council
West Dunbartonshire Council is the local authority responsible for providing public services and governance across the West Dunbartonshire area of Scotland.
-
E.
Renfrewshire Council
Renfrewshire Council is the local authority responsible for providing public services and governance across the Renfrewshire area in west-central Scotland.
- 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_69d822e5911c8190ba589f957dbd9ba7 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec26311c8819093a81ff0fa43b33b |
completed | April 14, 2026, 10:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe24ac17888190bda346df75d37620 |
completed | May 8, 2026, 6 p.m. |
Created at: April 10, 2026, 1:29 a.m.