Triple

T1291852
Position Surface form Disambiguated ID Type / Status
Subject Loch Lomond E27564 entity
Predicate nearestTown P350 FINISHED
Object 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.
 E310193 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: Balloch | Statement: [Loch Lomond, nearestTown, Balloch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Balloch
Context triple: [Loch Lomond, nearestTown, Balloch]
  • A. Tillicoultry
    Tillicoultry is a small town in central Scotland, situated at the foot of the Ochil Hills and historically known for its textile and woollen industries.
  • B. Ardrossan
    Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
  • C. Inverkeithing
    Inverkeithing is a coastal town in Fife, Scotland, situated near the Forth bridges and functioning as a key commuter hub for the Edinburgh area.
  • D. Alloa
    Alloa is a town in central Scotland that serves as the main commercial and population hub of Clackmannanshire.
  • E. Blantyre
    Blantyre is a town in South Lanarkshire, Scotland, known historically for its association with explorer David Livingstone and its proximity to the city of Hamilton.
  • 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: Balloch
Triple: [Loch Lomond, nearestTown, Balloch]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Balloch
Target entity description: 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.
  • A. Tillicoultry
    Tillicoultry is a small town in central Scotland, situated at the foot of the Ochil Hills and historically known for its textile and woollen industries.
  • B. Ardrossan
    Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
  • C. Inverkeithing
    Inverkeithing is a coastal town in Fife, Scotland, situated near the Forth bridges and functioning as a key commuter hub for the Edinburgh area.
  • D. Alloa
    Alloa is a town in central Scotland that serves as the main commercial and population hub of Clackmannanshire.
  • E. Blantyre
    Blantyre is a town in South Lanarkshire, Scotland, known historically for its association with explorer David Livingstone and its proximity to the city of Hamilton.
  • 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_69a496d4ec448190ad653b2590c46711 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0d7d15081909d3af19b9297f1cc completed March 1, 2026, 10:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b05570cd488190bd9ce6b3a854a427 completed March 10, 2026, 5:31 p.m.
NEDg Description generation batch_69b061ddcc0c81908fa237d8c8aae72f completed March 10, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69b0628d5f608190b7a13ac2e8b8d721 completed March 10, 2026, 6:27 p.m.
Created at: March 1, 2026, 7:51 p.m.