Triple
T7615350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aviemore |
E172347
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object |
Aviemore railway station
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.
|
E676034
|
NE FINISHED |
How this triple was built (4 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: [Aviemore, transport, Aviemore railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aviemore railway station Context triple: [Aviemore, transport, Aviemore railway station]
-
A.
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.
-
B.
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.
-
C.
Arisaig railway station
Arisaig railway station is a rural stop on the West Highland Line in the Scottish Highlands, known as the westernmost railway station on the British mainland.
-
D.
Milngavie railway station
Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
-
E.
Kyle of Lochalsh railway station
Kyle of Lochalsh railway station is a remote Highland railway terminus in western Scotland that serves the village of Kyle of Lochalsh and provides scenic access to the Isle of Skye and surrounding areas.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Aviemore railway station Triple: [Aviemore, transport, Aviemore railway station]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aviemore railway station Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Arisaig railway station
Arisaig railway station is a rural stop on the West Highland Line in the Scottish Highlands, known as the westernmost railway station on the British mainland.
-
D.
Milngavie railway station
Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
-
E.
Kyle of Lochalsh railway station
Kyle of Lochalsh railway station is a remote Highland railway terminus in western Scotland that serves the village of Kyle of Lochalsh and provides scenic access to the Isle of Skye and surrounding areas.
- F. None of above. chosen
Provenance (5 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_69c6994f50808190ba228764bb422417 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa4392e881908ed1ab3f64b41600 |
completed | March 27, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8686d16808190bc431c43c0928f6e |
completed | March 28, 2026, 11:46 p.m. |
| NEDg | Description generation | batch_69c8691bf25881909585bb04404f90da |
completed | March 28, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8698f70a081909633b3b6d7fd45e1 |
completed | March 28, 2026, 11:51 p.m. |
Created at: March 27, 2026, 3:55 p.m.