Triple

T485431
Position Surface form Disambiguated ID Type / Status
Subject Northern Trains E9865 entity
Predicate serviceArea P82 FINISHED
Object southern Scotland
Southern Scotland is the region of Scotland lying south of the Central Belt, encompassing areas such as the Scottish Borders and Dumfries and Galloway, known for its rural landscapes, historic towns, and cross-border connections with northern England.
E79571 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: southern Scotland | Statement: [Northern Trains, serviceArea, southern Scotland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: southern Scotland
Context triple: [Northern Trains, serviceArea, southern Scotland]
  • A. eastern Scotland
    Eastern Scotland is the region of Scotland along the North Sea coast, encompassing major cities like Edinburgh and Dundee as well as numerous coastal towns and agricultural areas.
  • B. West of Scotland
    The West of Scotland is a region of Scotland encompassing major urban centers like Glasgow and extensive coastal and rural areas along the country’s western seaboard.
  • C. Ayrshire
    Ayrshire is a historic county and coastal region in southwest Scotland known for its agriculture, seaside towns, and associations with poet Robert Burns.
  • D. central Scotland
    Central Scotland is the densely populated heartland of the country, encompassing major cities like Glasgow and Edinburgh and serving as a key hub for Scotland’s transport, economy, and culture.
  • E. Central Lowlands of Scotland
    The Central Lowlands of Scotland are a fertile, densely populated belt of low-lying land between the Highlands and the Southern Uplands, containing many of the country’s major cities and industrial centers.
  • 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: southern Scotland
Triple: [Northern Trains, serviceArea, southern Scotland]
Generated description
Southern Scotland is the region of Scotland lying south of the Central Belt, encompassing areas such as the Scottish Borders and Dumfries and Galloway, known for its rural landscapes, historic towns, and cross-border connections with northern England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: southern Scotland
Target entity description: Southern Scotland is the region of Scotland lying south of the Central Belt, encompassing areas such as the Scottish Borders and Dumfries and Galloway, known for its rural landscapes, historic towns, and cross-border connections with northern England.
  • A. eastern Scotland
    Eastern Scotland is the region of Scotland along the North Sea coast, encompassing major cities like Edinburgh and Dundee as well as numerous coastal towns and agricultural areas.
  • B. West of Scotland
    The West of Scotland is a region of Scotland encompassing major urban centers like Glasgow and extensive coastal and rural areas along the country’s western seaboard.
  • C. Ayrshire
    Ayrshire is a historic county and coastal region in southwest Scotland known for its agriculture, seaside towns, and associations with poet Robert Burns.
  • D. central Scotland
    Central Scotland is the densely populated heartland of the country, encompassing major cities like Glasgow and Edinburgh and serving as a key hub for Scotland’s transport, economy, and culture.
  • E. Central Lowlands of Scotland
    The Central Lowlands of Scotland are a fertile, densely populated belt of low-lying land between the Highlands and the Southern Uplands, containing many of the country’s major cities and industrial centers.
  • 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_69a2e802e2908190ab17c9479e0b6412 completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f0bb46788190b40182bf2a54f98f completed Feb. 28, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56ee8472081908f3d3bed26a40aca completed March 2, 2026, 11:05 a.m.
NEDg Description generation batch_69a5714659dc8190aac2b41e4e149997 completed March 2, 2026, 11:15 a.m.
NED2 Entity disambiguation (via description) batch_69a571a98c208190872831a707419dc3 completed March 2, 2026, 11:16 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.