Triple
T16593632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perth–Inverness line |
E403150
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
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.
|
E1225528
|
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: Dalwhinnie railway station | Statement: [Perth–Inverness line, hasStation, Dalwhinnie railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dalwhinnie railway station Context triple: [Perth–Inverness line, hasStation, Dalwhinnie railway station]
-
A.
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.
-
B.
Dalmuir railway station
Dalmuir railway station is a major rail hub in West Dunbartonshire, Scotland, serving as an interchange point for multiple suburban and regional services in the Glasgow area.
-
C.
Glenfinnan railway station
Glenfinnan railway station is a rural stop in the Scottish Highlands, best known for its proximity to the iconic Glenfinnan Viaduct on the scenic route between Fort William and Mallaig.
-
D.
Portlethen railway station
Portlethen railway station is a small stop on Scotland’s east coast rail network, providing local and regional passenger services between Aberdeen and nearby towns.
-
E.
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.
- 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: Dalwhinnie railway station Triple: [Perth–Inverness line, hasStation, Dalwhinnie railway station]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dalwhinnie railway station Target entity description: 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.
-
A.
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.
-
B.
Dalmuir railway station
Dalmuir railway station is a major rail hub in West Dunbartonshire, Scotland, serving as an interchange point for multiple suburban and regional services in the Glasgow area.
-
C.
Glenfinnan railway station
Glenfinnan railway station is a rural stop in the Scottish Highlands, best known for its proximity to the iconic Glenfinnan Viaduct on the scenic route between Fort William and Mallaig.
-
D.
Portlethen railway station
Portlethen railway station is a small stop on Scotland’s east coast rail network, providing local and regional passenger services between Aberdeen and nearby towns.
-
E.
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.
- 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_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_6a0084b233ac8190b3f1ab82a47110d4 |
completed | May 10, 2026, 1:14 p.m. |
| NEDg | Description generation | batch_6a0085c047f081908d7aa4b8ae5194b9 |
completed | May 10, 2026, 1:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00863e69548190bb8508428c139e05 |
completed | May 10, 2026, 1:21 p.m. |
Created at: April 10, 2026, 5:16 a.m.