Triple
T17700267
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ardrossan Harbour railway station |
E441277
|
entity |
| Predicate | locatedOn |
P40
|
FINISHED |
| Object | Glasgow to Ardrossan railway route |
—
|
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: Glasgow to Ardrossan railway route | Statement: [Ardrossan Harbour railway station, locatedOn, Glasgow to Ardrossan railway route]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Glasgow to Ardrossan railway route Context triple: [Ardrossan Harbour railway station, locatedOn, Glasgow to Ardrossan railway route]
-
A.
Glasgow to Wemyss Bay railway route
The Glasgow to Wemyss Bay railway route is a suburban and coastal rail line in western Scotland that connects Glasgow with the ferry port of Wemyss Bay, serving communities along the lower Clyde.
-
B.
Glasgow–Edinburgh railway line
The Glasgow–Edinburgh railway line is a major intercity rail route linking Scotland’s two largest cities and serving as one of the country’s busiest and most important transport corridors.
-
C.
Aberdeen–Glasgow rail route
The Aberdeen–Glasgow rail route is a major railway line in Scotland that connects the northeastern city of Aberdeen with Glasgow, passing through key towns and cities along the east coast and central belt.
-
D.
Glasgow South Western Line
The Glasgow South Western Line is a major railway route in southwest Scotland connecting Glasgow with towns such as Kilmarnock, Dumfries and Carlisle.
-
E.
Dundee–Edinburgh railway route
The Dundee–Edinburgh railway route is a key rail line in eastern Scotland that connects the cities of Dundee and Edinburgh, serving numerous intermediate towns and communities along the way.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Glasgow to Ardrossan railway route Target entity description: The Glasgow to Ardrossan railway route is a Scottish rail line connecting the city of Glasgow with the coastal town and ferry port of Ardrossan, serving both commuter and ferry-linked passenger traffic.
-
A.
Glasgow to Wemyss Bay railway route
The Glasgow to Wemyss Bay railway route is a suburban and coastal rail line in western Scotland that connects Glasgow with the ferry port of Wemyss Bay, serving communities along the lower Clyde.
-
B.
Glasgow–Edinburgh railway line
The Glasgow–Edinburgh railway line is a major intercity rail route linking Scotland’s two largest cities and serving as one of the country’s busiest and most important transport corridors.
-
C.
Aberdeen–Glasgow rail route
The Aberdeen–Glasgow rail route is a major railway line in Scotland that connects the northeastern city of Aberdeen with Glasgow, passing through key towns and cities along the east coast and central belt.
-
D.
Glasgow South Western Line
The Glasgow South Western Line is a major railway route in southwest Scotland connecting Glasgow with towns such as Kilmarnock, Dumfries and Carlisle.
-
E.
Dundee–Edinburgh railway route
The Dundee–Edinburgh railway route is a key rail line in eastern Scotland that connects the cities of Dundee and Edinburgh, serving numerous intermediate towns and communities along the way.
- F. None of above. chosen
Provenance (2 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_69d8b9ea20b48190ace88bb46b01e6a9 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e471597d5c8190bd06337239739cd7 |
completed | April 19, 2026, 6:08 a.m. |
Created at: April 10, 2026, 10:04 a.m.