Triple

T12279007
Position Surface form Disambiguated ID Type / Status
Subject Buckie E292664 entity
Predicate hasNearbyPath P12052 FINISHED
Object Moray Coast Trail
The Moray Coast Trail is a long-distance walking route in northeast Scotland that follows the scenic coastline of the Moray Firth, linking seaside towns, fishing villages, and beaches.
E635599 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: Moray Coast Trail | Statement: [Buckie, hasNearbyPath, Moray Coast Trail]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moray Coast Trail
Context triple: [Buckie, hasNearbyPath, Moray Coast Trail]
  • A. Fife Coastal Path
    Fife Coastal Path is a long-distance walking route in Scotland that follows the coastline of the Fife peninsula, offering scenic views, historic sites, and varied coastal landscapes.
  • B. West Highland Way (eastern shore)
    West Highland Way (eastern shore) is a scenic section of Scotland’s famous long-distance West Highland Way footpath that follows the eastern shoreline of Loch Lomond through forests, rocky coves, and rugged Highland scenery.
  • C. Aberdeenshire coastal route
    The Aberdeenshire coastal route is a scenic driving and walking trail along northeast Scotland’s coastline, known for its dramatic cliffs, historic castles, and picturesque fishing villages.
  • D. Southern Upland Way
    The Southern Upland Way is a long-distance footpath that spans coast-to-coast across the Southern Uplands of Scotland, popular with hikers for its remote landscapes and varied terrain.
  • E. West Highland Way
    The West Highland Way is a long-distance walking trail in Scotland that runs from Milngavie near Glasgow to Fort William through some of the country’s most scenic Highland landscapes.
  • 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: Moray Coast Trail
Triple: [Buckie, hasNearbyPath, Moray Coast Trail]
Generated description
The Moray Coast Trail is a long-distance walking route in northeast Scotland that follows the scenic coastline of the Moray Firth, linking seaside towns, fishing villages, and beaches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moray Coast Trail
Target entity description: The Moray Coast Trail is a long-distance walking route in northeast Scotland that follows the scenic coastline of the Moray Firth, linking seaside towns, fishing villages, and beaches.
  • A. Fife Coastal Path
    Fife Coastal Path is a long-distance walking route in Scotland that follows the coastline of the Fife peninsula, offering scenic views, historic sites, and varied coastal landscapes.
  • B. West Highland Way (eastern shore)
    West Highland Way (eastern shore) is a scenic section of Scotland’s famous long-distance West Highland Way footpath that follows the eastern shoreline of Loch Lomond through forests, rocky coves, and rugged Highland scenery.
  • C. Aberdeenshire coastal route chosen
    The Aberdeenshire coastal route is a scenic driving and walking trail along northeast Scotland’s coastline, known for its dramatic cliffs, historic castles, and picturesque fishing villages.
  • D. Southern Upland Way
    The Southern Upland Way is a long-distance footpath that spans coast-to-coast across the Southern Uplands of Scotland, popular with hikers for its remote landscapes and varied terrain.
  • E. West Highland Way
    The West Highland Way is a long-distance walking trail in Scotland that runs from Milngavie near Glasgow to Fort William through some of the country’s most scenic Highland landscapes.
  • F. None of above.

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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cf1ab8c8190a51f498bfda957d8 completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e6f46f08190839ba07ef6fac984 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f622de74f0819096c5f5bf6f938fe7 completed May 2, 2026, 4:14 p.m.
NED2 Entity disambiguation (via description) batch_69f62379746c8190bc9da48775b86dfa completed May 2, 2026, 4:16 p.m.
Created at: April 8, 2026, 9:52 p.m.