Triple
T17889624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lochfield |
E447279
|
entity |
| Predicate | hasCurrentCouncilArea |
P76027
|
FINISHED |
| Object | South Ayrshire |
—
|
NE NERFINISHED |
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: South Ayrshire | Statement: [Lochfield, hasCurrentCouncilArea, South Ayrshire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Ayrshire Context triple: [Lochfield, hasCurrentCouncilArea, South Ayrshire]
-
A.
South Ayrshire
chosen
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.
-
B.
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.
-
C.
North Ayrshire
North Ayrshire is a council area in southwest Scotland that includes parts of the mainland and several islands, notably the Isle of Arran.
-
D.
East Dunbartonshire
East Dunbartonshire is a council area in central Scotland that includes suburban towns and villages on the northern outskirts of Glasgow.
-
E.
West Dunbartonshire
West Dunbartonshire is a council area in western Scotland that includes towns such as Dumbarton and Clydebank and combines urban settlements with scenic stretches of the Scottish countryside.
- 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: hasCurrentCouncilArea Context triple: [Lochfield, hasCurrentCouncilArea, South Ayrshire]
-
A.
hasCurrentDistrict
Indicates that an entity is currently located in, represented by, or associated with a specific administrative or electoral district.
-
B.
hasCouncilDistrict
Indicates that an entity is located within or represented by a specific council district.
-
C.
hasCouncilAreaCode
Indicates that an entity is associated with a specific council area identified by a particular code.
-
D.
associatedWithCouncilArea
chosen
Indicates that an entity has a formal or contextual relationship with a specific council (administrative) area.
-
E.
hasCouncilAreaStatusFrom
Indicates that an entity holds council area status starting from a specified point in time.
- F. None of above.
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_69d8b9f59bd48190a6fc925a855b8bac |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e49d7828b481909b645fceb37a7ca3 |
completed | April 19, 2026, 9:16 a.m. |
| PD | Predicate disambiguation | batch_69e3d8e9b77c8190bbfb508f28dfacfa |
completed | April 18, 2026, 7:18 p.m. |
Created at: April 10, 2026, 10:18 a.m.