Triple

T10130949
Position Surface form Disambiguated ID Type / Status
Subject Ballachulish E226335 entity
Predicate hasNearbySettlement P4647 FINISHED
Object North Ballachulish
North Ballachulish is a small village in the Scottish Highlands situated on the shores of Loch Leven, opposite the village of Ballachulish.
 E841761 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: North Ballachulish | Statement: [Ballachulish, hasNearbySettlement, North Ballachulish]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North Ballachulish
Context triple: [Ballachulish, hasNearbySettlement, North Ballachulish]
  • A. Balloch
    Balloch is a small Scottish village at the southern tip of Loch Lomond, known as a popular gateway to the national park and surrounding lochside scenery.
  • B. Hillhead
    Hillhead is a vibrant district in Glasgow’s West End known for its proximity to the University of Glasgow, bustling Byres Road, and a mix of shops, cafes, and cultural venues.
  • C. West Calder
    West Calder is a village in West Lothian, Scotland, historically associated with coal mining and serving as a local residential and service centre.
  • D. Dennistoun
    Dennistoun is a residential district in the East End of Glasgow, Scotland, known for its Victorian tenements and close proximity to the city centre.
  • E. Baillieston
    Baillieston is a residential suburb in the east end of Glasgow, Scotland, situated near major transport routes including the M73 motorway.
  • 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: North Ballachulish
Triple: [Ballachulish, hasNearbySettlement, North Ballachulish]
Generated description
North Ballachulish is a small village in the Scottish Highlands situated on the shores of Loch Leven, opposite the village of Ballachulish.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North Ballachulish
Target entity description: North Ballachulish is a small village in the Scottish Highlands situated on the shores of Loch Leven, opposite the village of Ballachulish.
  • A. Balloch
    Balloch is a small Scottish village at the southern tip of Loch Lomond, known as a popular gateway to the national park and surrounding lochside scenery.
  • B. Hillhead
    Hillhead is a vibrant district in Glasgow’s West End known for its proximity to the University of Glasgow, bustling Byres Road, and a mix of shops, cafes, and cultural venues.
  • C. West Calder
    West Calder is a village in West Lothian, Scotland, historically associated with coal mining and serving as a local residential and service centre.
  • D. Dennistoun
    Dennistoun is a residential district in the East End of Glasgow, Scotland, known for its Victorian tenements and close proximity to the city centre.
  • E. Baillieston
    Baillieston is a residential suburb in the east end of Glasgow, Scotland, situated near major transport routes including the M73 motorway.
  • 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_69ca843057b48190a86730167f5d6b98 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd33557a88190b5fb1938646d8532 completed April 2, 2026, 2:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cc8462ac81908485115bcf2a2d19 completed April 5, 2026, 8:56 p.m.
NEDg Description generation batch_69d2cdf5baac8190a117cb5cb00de215 completed April 5, 2026, 9:02 p.m.
NED2 Entity disambiguation (via description) batch_69d2ce71fa888190b8dd13df83a2cd78 completed April 5, 2026, 9:04 p.m.
Created at: March 30, 2026, 9:06 p.m.