Triple

T3291674
Position Surface form Disambiguated ID Type / Status
Subject Gare Loch E69114 entity
Predicate hasNearbyTransportLink P34620 FINISHED
Object West Highland Line (near Garelochhead)
The West Highland Line near Garelochhead is a scenic section of Scotland’s famous rural railway route, running along the shores of Gare Loch and connecting the area to the wider West Highland rail network.
E345093 NE FINISHED

How this triple was built (5 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: West Highland Line (near Garelochhead) | Statement: [Gare Loch, hasNearbyTransportLink, West Highland Line (near Garelochhead)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: West Highland Line (near Garelochhead)
Context triple: [Gare Loch, hasNearbyTransportLink, West Highland Line (near Garelochhead)]
  • A. Loch Promenade
    Loch Promenade is a seafront walkway and road in Douglas on the Isle of Man, lined with hotels and leisure facilities overlooking the bay.
  • B. Claggan Park, Fort William
    Claggan Park in Fort William is a sports ground and scenic venue at the foot of Ben Nevis, best known as the home of Fort William F.C. and as a key hub for outdoor events and mountain races.
  • C. Wemyss Bay
    Wemyss Bay is a coastal village and ferry port in Inverclyde, Scotland, known for its picturesque railway and pier terminal providing access to the Isle of Bute.
  • D. Tentsmuir
    Tentsmuir is a coastal area in northeast Fife, Scotland, known for its extensive sand dunes, pine forest, and nature reserve rich in wildlife.
  • E. Ardrossan
    Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
  • 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: West Highland Line (near Garelochhead)
Triple: [Gare Loch, hasNearbyTransportLink, West Highland Line (near Garelochhead)]
Generated description
The West Highland Line near Garelochhead is a scenic section of Scotland’s famous rural railway route, running along the shores of Gare Loch and connecting the area to the wider West Highland rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: West Highland Line (near Garelochhead)
Target entity description: The West Highland Line near Garelochhead is a scenic section of Scotland’s famous rural railway route, running along the shores of Gare Loch and connecting the area to the wider West Highland rail network.
  • A. Loch Promenade
    Loch Promenade is a seafront walkway and road in Douglas on the Isle of Man, lined with hotels and leisure facilities overlooking the bay.
  • B. Claggan Park, Fort William
    Claggan Park in Fort William is a sports ground and scenic venue at the foot of Ben Nevis, best known as the home of Fort William F.C. and as a key hub for outdoor events and mountain races.
  • C. Wemyss Bay
    Wemyss Bay is a coastal village and ferry port in Inverclyde, Scotland, known for its picturesque railway and pier terminal providing access to the Isle of Bute.
  • D. Tentsmuir
    Tentsmuir is a coastal area in northeast Fife, Scotland, known for its extensive sand dunes, pine forest, and nature reserve rich in wildlife.
  • E. Ardrossan
    Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNearbyTransportLink
Context triple: [Gare Loch, hasNearbyTransportLink, West Highland Line (near Garelochhead)]
  • A. hasPublicTransportConnection
    Indicates that there is an available public transportation link or service connecting the related entities.
  • B. hasPublicTransportStop
    Indicates that a location or area contains or is served by a public transport stop, such as a bus, tram, or train stop.
  • C. hasAdjacentBusStation
    Indicates that one location has a bus station situated directly next to or very near it.
  • D. hasPublicTransitRoute chosen
    Indicates that there exists a public transportation route (such as a bus, train, or tram line) connecting or serving the related entities.
  • E. hasPublicTransitRole
    Indicates that an entity holds a specific functional role or responsibility within a public transit system.
  • F. None of above.

Provenance (6 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05d0c908190a927d1af78e27de0 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e8654e8481908f4a8efa219edc54 completed March 12, 2026, 4:23 p.m.
NEDg Description generation batch_69b2ec67e79c8190b29970f856c7e5cf completed March 12, 2026, 4:40 p.m.
NED2 Entity disambiguation (via description) batch_69b2ed1b17a88190ac06092ad012bd9b completed March 12, 2026, 4:43 p.m.
PD Predicate disambiguation batch_69ada42407dc81909f60d7a14e1b7934 completed March 8, 2026, 4:30 p.m.
Created at: March 8, 2026, 3:10 p.m.