Triple

T13376309
Position Surface form Disambiguated ID Type / Status
Subject Pencaitland E319193 entity
Predicate hasNearbyAttraction P2064 FINISHED
Object Pencaitland railway walk
Pencaitland railway walk is a scenic walking route in East Lothian, Scotland, that follows a former railway line through the countryside near the village of Pencaitland.
E1036606 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: Pencaitland railway walk | Statement: [Pencaitland, hasNearbyAttraction, Pencaitland railway walk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pencaitland railway walk
Context triple: [Pencaitland, hasNearbyAttraction, Pencaitland railway walk]
  • A. Loch Leven Heritage Trail
    Loch Leven Heritage Trail is a scenic, waymarked path encircling Loch Leven in Perth and Kinross, Scotland, offering accessible walking and cycling routes with views of the loch’s wildlife and historic sites.
  • 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. 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.
  • D. Bo’ness and Kinneil Railway
    Bo’ness and Kinneil Railway is a heritage railway in Scotland that preserves and operates historic trains as a tourist attraction and museum line.
  • E. Caledonian Canal towpath
    The Caledonian Canal towpath is a scenic walking and cycling route that follows the historic Caledonian Canal through the Great Glen in the Scottish Highlands.
  • 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: Pencaitland railway walk
Triple: [Pencaitland, hasNearbyAttraction, Pencaitland railway walk]
Generated description
Pencaitland railway walk is a scenic walking route in East Lothian, Scotland, that follows a former railway line through the countryside near the village of Pencaitland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pencaitland railway walk
Target entity description: Pencaitland railway walk is a scenic walking route in East Lothian, Scotland, that follows a former railway line through the countryside near the village of Pencaitland.
  • A. Loch Leven Heritage Trail
    Loch Leven Heritage Trail is a scenic, waymarked path encircling Loch Leven in Perth and Kinross, Scotland, offering accessible walking and cycling routes with views of the loch’s wildlife and historic sites.
  • 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. 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.
  • D. Bo’ness and Kinneil Railway
    Bo’ness and Kinneil Railway is a heritage railway in Scotland that preserves and operates historic trains as a tourist attraction and museum line.
  • E. Caledonian Canal towpath
    The Caledonian Canal towpath is a scenic walking and cycling route that follows the historic Caledonian Canal through the Great Glen in the Scottish Highlands.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce3fec48190a5443d87c85477a3 completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f72684f3408190952d2619b6b8d241 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f726f3f9cc8190a10f6a355a27b0fa completed May 3, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_69f7276b0f148190a0a6ec1b6637b6aa completed May 3, 2026, 10:46 a.m.
Created at: April 9, 2026, 9:33 p.m.