Triple
T16593634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perth–Inverness line |
E403150
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object | Aviemore railway station |
E676034
|
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: Aviemore railway station | Statement: [Perth–Inverness line, hasStation, Aviemore railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aviemore railway station Context triple: [Perth–Inverness line, hasStation, Aviemore railway station]
-
A.
Aviemore railway station
chosen
Aviemore railway station is a railway stop in the Scottish Highlands that serves the town of Aviemore and provides access to the surrounding Cairngorms National Park.
-
B.
Dalwhinnie railway station
Dalwhinnie railway station is a rural stop on the Highland Main Line in the Scottish Highlands, serving the village of Dalwhinnie and providing connections between Perth and Inverness.
-
C.
Galashiels railway station
Galashiels railway station is a key stop on the Borders Railway in the Scottish Borders, providing regular commuter and regional rail services to and from Edinburgh.
-
D.
Blair Atholl railway station
Blair Atholl railway station is a rural stop on the Highland Main Line in Perth and Kinross, Scotland, serving the village of Blair Atholl and the surrounding area.
-
E.
Loch Awe railway station
Loch Awe railway station is a small rural stop on the West Highland Line in Argyll and Bute, Scotland, serving the village of Loch Awe and nearby scenic and historic attractions.
- 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_69d883880d0c81908b5fcd454e767b60 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35d6fcaa48190b1ba7dc3b792041a |
completed | April 18, 2026, 10:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00918ae5f48190a85af2dfbe9708d4 |
completed | May 10, 2026, 2:09 p.m. |
Created at: April 10, 2026, 5:16 a.m.