Triple

T726413
Position Surface form Disambiguated ID Type / Status
Subject Scottish rail network E14734 entity
Predicate includesLine P2124 FINISHED
Object Kyle of Lochalsh Line
The Kyle of Lochalsh Line is a scenic rural railway in the Scottish Highlands running from Inverness to the west coast village of Kyle of Lochalsh, known for its dramatic landscapes and tourist appeal.
E86253 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: Kyle of Lochalsh Line | Statement: [Scottish rail network, includesLine, Kyle of Lochalsh Line]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kyle of Lochalsh Line
Context triple: [Scottish rail network, includesLine, Kyle of Lochalsh Line]
  • A. Caledonian MacBrayne
    Caledonian MacBrayne is a major Scottish ferry operator that runs passenger and vehicle services to numerous islands and remote coastal communities on Scotland’s west coast.
  • B. Ashton Line
    The Ashton Line is a light-rail route on Greater Manchester’s Metrolink network that runs between Manchester city centre and Ashton-under-Lyne.
  • C. Aaran Lines
    Aaran Lines is a New Zealand former professional footballer and coach best known for leading the Western New York Flash in the National Women's Soccer League.
  • 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. Liverpool–Douglas ferry route
    The Liverpool–Douglas ferry route is a passenger and vehicle ferry service linking the English city of Liverpool with Douglas on the Isle of Man across the Irish Sea.
  • 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: Kyle of Lochalsh Line
Triple: [Scottish rail network, includesLine, Kyle of Lochalsh Line]
Generated description
The Kyle of Lochalsh Line is a scenic rural railway in the Scottish Highlands running from Inverness to the west coast village of Kyle of Lochalsh, known for its dramatic landscapes and tourist appeal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kyle of Lochalsh Line
Target entity description: The Kyle of Lochalsh Line is a scenic rural railway in the Scottish Highlands running from Inverness to the west coast village of Kyle of Lochalsh, known for its dramatic landscapes and tourist appeal.
  • A. Caledonian MacBrayne
    Caledonian MacBrayne is a major Scottish ferry operator that runs passenger and vehicle services to numerous islands and remote coastal communities on Scotland’s west coast.
  • B. Ashton Line
    The Ashton Line is a light-rail route on Greater Manchester’s Metrolink network that runs between Manchester city centre and Ashton-under-Lyne.
  • C. Aaran Lines
    Aaran Lines is a New Zealand former professional footballer and coach best known for leading the Western New York Flash in the National Women's Soccer League.
  • 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. Liverpool–Douglas ferry route
    The Liverpool–Douglas ferry route is a passenger and vehicle ferry service linking the English city of Liverpool with Douglas on the Isle of Man across the Irish Sea.
  • 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_69a4934c753c81909b309027e48b9b3a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5a9adf08190bf2baade7e2e1c1c completed March 1, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a6375e24248190b53efa0bfc29567a completed March 3, 2026, 1:20 a.m.
NEDg Description generation batch_69a63b580b3c81909fe2ba1b0aa958b6 completed March 3, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69a63bbb8e9881909d5ab68c4a47eb5c completed March 3, 2026, 1:39 a.m.
Created at: March 1, 2026, 7:37 p.m.