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.