Triple

T20319591
Position Surface form Disambiguated ID Type / Status
Subject Mallaig–Armadale ferry route E492173 entity
Predicate servesRegion P82 FINISHED
Object Skye and Lochalsh
Skye and Lochalsh is a scenic region on the west coast of the Scottish Highlands, encompassing the Isle of Skye and part of the mainland, known for its dramatic landscapes and coastal communities.
E1424338 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: Skye and Lochalsh | Statement: [Mallaig–Armadale ferry route, servesRegion, Skye and Lochalsh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Skye and Lochalsh
Context triple: [Mallaig–Armadale ferry route, servesRegion, Skye and Lochalsh]
  • A. Ross, Skye and Inverness West
    Ross, Skye and Inverness West was a former UK parliamentary constituency in the Scottish Highlands that included the Isle of Skye and parts of Inverness-shire.
  • B. Ross, Skye and Lochaber
    Ross, Skye and Lochaber is a large UK parliamentary constituency in the Scottish Highlands that includes areas such as Skye, Lochaber, and the town of Fort William.
  • C. Skye, Lochaber and Badenoch
    Skye, Lochaber and Badenoch is a large rural constituency of the Scottish Parliament covering parts of the Highlands, including the Isle of Skye and areas around Fort William and Badenoch.
  • D. Cromartyshire
    Cromartyshire was a historic county in the Scottish Highlands, known for its scattered enclaves and association with local clans such as Clan Urquhart.
  • E. Caithness, Sutherland and Easter Ross
    Caithness, Sutherland and Easter Ross is a UK parliamentary constituency in the far north of Scotland, covering a large, sparsely populated rural area including the historic counties of Caithness and Sutherland and part of Ross-shire.
  • 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: Skye and Lochalsh
Triple: [Mallaig–Armadale ferry route, servesRegion, Skye and Lochalsh]
Generated description
Skye and Lochalsh is a scenic region on the west coast of the Scottish Highlands, encompassing the Isle of Skye and part of the mainland, known for its dramatic landscapes and coastal communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Skye and Lochalsh
Target entity description: Skye and Lochalsh is a scenic region on the west coast of the Scottish Highlands, encompassing the Isle of Skye and part of the mainland, known for its dramatic landscapes and coastal communities.
  • A. Ross, Skye and Inverness West
    Ross, Skye and Inverness West was a former UK parliamentary constituency in the Scottish Highlands that included the Isle of Skye and parts of Inverness-shire.
  • B. Ross, Skye and Lochaber
    Ross, Skye and Lochaber is a large UK parliamentary constituency in the Scottish Highlands that includes areas such as Skye, Lochaber, and the town of Fort William.
  • C. Skye, Lochaber and Badenoch
    Skye, Lochaber and Badenoch is a large rural constituency of the Scottish Parliament covering parts of the Highlands, including the Isle of Skye and areas around Fort William and Badenoch.
  • D. Cromartyshire
    Cromartyshire was a historic county in the Scottish Highlands, known for its scattered enclaves and association with local clans such as Clan Urquhart.
  • E. Caithness, Sutherland and Easter Ross
    Caithness, Sutherland and Easter Ross is a UK parliamentary constituency in the far north of Scotland, covering a large, sparsely populated rural area including the historic counties of Caithness and Sutherland and part of Ross-shire.
  • 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_69e0b4a0134081909113563e1c3ba68a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6778abd14819098a01fd32217fdde completed April 20, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a086126c9a08190a6dcb30d118a2730 completed May 16, 2026, 12:20 p.m.
NEDg Description generation batch_6a086255182881908eeaa49d34bf3ba5 completed May 16, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a08635869148190992d75a8806f767c completed May 16, 2026, 12:30 p.m.
Created at: April 16, 2026, 11:20 a.m.