Triple
T7853635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kilmarnock and Loudoun |
E182116
|
entity |
| Predicate | localCouncilArea |
P74637
|
FINISHED |
| Object | East Ayrshire Council |
E611276
|
NE FINISHED |
How this triple was built (3 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: East Ayrshire Council | Statement: [Kilmarnock and Loudoun, localCouncilArea, East Ayrshire Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: East Ayrshire Council Context triple: [Kilmarnock and Loudoun, localCouncilArea, East Ayrshire Council]
-
A.
East Ayrshire Council
chosen
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.
-
B.
South Ayrshire Council
South Ayrshire Council is the local government authority responsible for providing public services and administration across the South Ayrshire area of southwest Scotland.
-
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.
Renfrewshire Council
Renfrewshire Council is the local authority responsible for providing public services and governance across the Renfrewshire area in west-central Scotland.
-
E.
West Dunbartonshire Council
West Dunbartonshire Council is the local authority responsible for providing public services and governance across the West Dunbartonshire area of Scotland.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: localCouncilArea Context triple: [Kilmarnock and Loudoun, localCouncilArea, East Ayrshire Council]
-
A.
localAuthorityArea
Indicates that one entity is a geographic or administrative area governed or managed by a specified local authority.
-
B.
localElectoralArea
Indicates a relationship where a geographic or administrative region is designated as a specific local electoral area for voting or representation purposes.
-
C.
localGovernmentAreaOf
chosen
Indicates that one entity is the local government area within whose jurisdiction or administrative boundaries the other entity is located.
-
D.
currentLocalAuthority
Indicates that one entity is the local governing authority that currently has jurisdiction over another entity or area.
-
E.
districtCouncil
Indicates that an entity serves as, or is governed by, a district-level council within a larger administrative or political structure.
- F. None of above.
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_69ca82869ee08190b8f9040dbc2c0467 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb18ed56d481909266d862e0ae152d |
completed | March 31, 2026, 12:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccec5f00b48190b35f7cab67e7e5f9 |
completed | April 1, 2026, 9:58 a.m. |
| PD | Predicate disambiguation | batch_69cae92180f88190ae3d44c3de7adc93 |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 4:51 p.m.