Triple

T16864855
Position Surface form Disambiguated ID Type / Status
Subject Achnasheen E410011 entity
Predicate liesOnRoute P6309 FINISHED
Object Inverness–Kyle of Lochalsh route
The Inverness–Kyle of Lochalsh route is a scenic railway line in the Scottish Highlands that runs from Inverness to the west coast village of Kyle of Lochalsh, passing through remote landscapes and small rural communities.
E1236536 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: Inverness–Kyle of Lochalsh route | Statement: [Achnasheen, liesOnRoute, Inverness–Kyle of Lochalsh route]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inverness–Kyle of Lochalsh route
Context triple: [Achnasheen, liesOnRoute, Inverness–Kyle of Lochalsh route]
  • A. Caldervale Line
    Caldervale Line is a railway route in Northern England that connects major cities such as Leeds, Bradford, and Manchester via the Calder Valley.
  • B. Glasgow–Helensburgh route
    The Glasgow–Helensburgh route is a suburban railway line in western Scotland that connects Glasgow with the coastal town of Helensburgh, serving communities along the north bank of the River Clyde.
  • C. Inverness–Thurso road corridor
    The Inverness–Thurso road corridor is a key transport route in the Scottish Highlands linking the city of Inverness with the northern town of Thurso, serving as a major artery for regional travel and commerce.
  • D. Edinburgh–Inverness line
    The Edinburgh–Inverness line is a major Scottish railway route connecting the capital city Edinburgh with the Highland city of Inverness through central and northern Scotland.
  • E. Glasgow–Fort William–Mallaig rail corridor
    The Glasgow–Fort William–Mallaig rail corridor is a scenic railway route through the Scottish Highlands, linking Glasgow with Fort William and the coastal town of Mallaig.
  • 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: Inverness–Kyle of Lochalsh route
Triple: [Achnasheen, liesOnRoute, Inverness–Kyle of Lochalsh route]
Generated description
The Inverness–Kyle of Lochalsh route is a scenic railway line in the Scottish Highlands that runs from Inverness to the west coast village of Kyle of Lochalsh, passing through remote landscapes and small rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inverness–Kyle of Lochalsh route
Target entity description: The Inverness–Kyle of Lochalsh route is a scenic railway line in the Scottish Highlands that runs from Inverness to the west coast village of Kyle of Lochalsh, passing through remote landscapes and small rural communities.
  • A. Caldervale Line
    Caldervale Line is a railway route in Northern England that connects major cities such as Leeds, Bradford, and Manchester via the Calder Valley.
  • B. Glasgow–Helensburgh route
    The Glasgow–Helensburgh route is a suburban railway line in western Scotland that connects Glasgow with the coastal town of Helensburgh, serving communities along the north bank of the River Clyde.
  • C. Inverness–Thurso road corridor
    The Inverness–Thurso road corridor is a key transport route in the Scottish Highlands linking the city of Inverness with the northern town of Thurso, serving as a major artery for regional travel and commerce.
  • D. Edinburgh–Inverness line
    The Edinburgh–Inverness line is a major Scottish railway route connecting the capital city Edinburgh with the Highland city of Inverness through central and northern Scotland.
  • E. Glasgow–Fort William–Mallaig rail corridor
    The Glasgow–Fort William–Mallaig rail corridor is a scenic railway route through the Scottish Highlands, linking Glasgow with Fort William and the coastal town of Mallaig.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b506dd1c81909ab8006b6a1e2b7a completed April 18, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00bb294c0481908306e1f604cc7404 completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bbd9260c8190be29ee8cb3e05f2c completed May 10, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc66dbc08190bd569ed2b355c99d completed May 10, 2026, 5:12 p.m.
Created at: April 10, 2026, 5:24 a.m.