Triple

T23046467
Position Surface form Disambiguated ID Type / Status
Subject Ayrshire coast E573888 entity
Predicate hasWalkingRoute P3625 FINISHED
Object Ayrshire Coastal Path
The Ayrshire Coastal Path is a long-distance walking trail in southwest Scotland that follows the scenic Ayrshire shoreline, offering views of beaches, cliffs, and historic sites along the Firth of Clyde.
E1568769 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: Ayrshire Coastal Path | Statement: [Ayrshire coast, hasWalkingRoute, Ayrshire Coastal Path]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayrshire Coastal Path
Context triple: [Ayrshire coast, hasWalkingRoute, Ayrshire Coastal Path]
  • A. Berwickshire Coastal Path
    The Berwickshire Coastal Path is a long-distance walking route in southeast Scotland known for its dramatic cliffs, wildlife-rich coastal scenery, and historic fishing villages.
  • B. 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.
  • C. Firth of Forth coastal path
    The Firth of Forth coastal path is a long-distance walking route in eastern Scotland that follows the shoreline of the Firth of Forth, linking coastal towns, villages, and historic sites with scenic sea views.
  • D. 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.
  • E. 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.
  • 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: Ayrshire Coastal Path
Triple: [Ayrshire coast, hasWalkingRoute, Ayrshire Coastal Path]
Generated description
The Ayrshire Coastal Path is a long-distance walking trail in southwest Scotland that follows the scenic Ayrshire shoreline, offering views of beaches, cliffs, and historic sites along the Firth of Clyde.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayrshire Coastal Path
Target entity description: The Ayrshire Coastal Path is a long-distance walking trail in southwest Scotland that follows the scenic Ayrshire shoreline, offering views of beaches, cliffs, and historic sites along the Firth of Clyde.
  • A. Berwickshire Coastal Path
    The Berwickshire Coastal Path is a long-distance walking route in southeast Scotland known for its dramatic cliffs, wildlife-rich coastal scenery, and historic fishing villages.
  • B. 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.
  • C. Firth of Forth coastal path
    The Firth of Forth coastal path is a long-distance walking route in eastern Scotland that follows the shoreline of the Firth of Forth, linking coastal towns, villages, and historic sites with scenic sea views.
  • D. 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.
  • E. 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.
  • 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_69e245b9c11481909d06c872214d21af completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f185192754819093a87d23371e7bbc completed April 29, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c0adc6300819096db90634b70e16a completed May 19, 2026, 7:01 a.m.
NEDg Description generation batch_6a0c0f3fe0d081908b86806ec2399eca completed May 19, 2026, 7:20 a.m.
NED2 Entity disambiguation (via description) batch_6a0c0fd3f8608190879a222a697716bd completed May 19, 2026, 7:23 a.m.
Created at: April 17, 2026, 3:54 p.m.