Triple

T4971523
Position Surface form Disambiguated ID Type / Status
Subject Glasgow South Western Line E111661 entity
Predicate hasSection P35 FINISHED
Object Dumfries–Carlisle section
The Dumfries–Carlisle section is a railway stretch in southwest Scotland and northern England that links the town of Dumfries with the city of Carlisle as part of the regional rail network.
E442906 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: Dumfries–Carlisle section | Statement: [Glasgow South Western Line, hasSection, Dumfries–Carlisle section]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dumfries–Carlisle section
Context triple: [Glasgow South Western Line, hasSection, Dumfries–Carlisle section]
  • A. Kilmarnock–Dumfries section
    The Kilmarnock–Dumfries section is a rural stretch of railway in southwest Scotland linking the towns of Kilmarnock and Dumfries on the Glasgow South Western Line.
  • B. Glasgow–Kilmarnock–Dumfries–Carlisle line
    The Glasgow–Kilmarnock–Dumfries–Carlisle line is a major railway route in southwest Scotland and northern England that connects Glasgow with Carlisle via Kilmarnock and Dumfries.
  • C. Edinburgh–Dunblane Line
    The Edinburgh–Dunblane Line is a key Scottish railway route providing suburban and intercity passenger services between Edinburgh and the town of Dunblane via central Scotland.
  • D. Caldervale Line
    Caldervale Line is a railway route in Northern England that connects major cities such as Leeds, Bradford, and Manchester via the Calder Valley.
  • E. Stirling–Alloa–Kincardine line
    The Stirling–Alloa–Kincardine line is a reopened railway route in central Scotland that provides passenger and freight connections between Stirling, Alloa, and the Firth of Forth area.
  • 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: Dumfries–Carlisle section
Triple: [Glasgow South Western Line, hasSection, Dumfries–Carlisle section]
Generated description
The Dumfries–Carlisle section is a railway stretch in southwest Scotland and northern England that links the town of Dumfries with the city of Carlisle as part of the regional rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dumfries–Carlisle section
Target entity description: The Dumfries–Carlisle section is a railway stretch in southwest Scotland and northern England that links the town of Dumfries with the city of Carlisle as part of the regional rail network.
  • A. Kilmarnock–Dumfries section
    The Kilmarnock–Dumfries section is a rural stretch of railway in southwest Scotland linking the towns of Kilmarnock and Dumfries on the Glasgow South Western Line.
  • B. Glasgow–Kilmarnock–Dumfries–Carlisle line chosen
    The Glasgow–Kilmarnock–Dumfries–Carlisle line is a major railway route in southwest Scotland and northern England that connects Glasgow with Carlisle via Kilmarnock and Dumfries.
  • C. Edinburgh–Dunblane Line
    The Edinburgh–Dunblane Line is a key Scottish railway route providing suburban and intercity passenger services between Edinburgh and the town of Dunblane via central Scotland.
  • D. Caldervale Line
    Caldervale Line is a railway route in Northern England that connects major cities such as Leeds, Bradford, and Manchester via the Calder Valley.
  • E. Stirling–Alloa–Kincardine line
    The Stirling–Alloa–Kincardine line is a reopened railway route in central Scotland that provides passenger and freight connections between Stirling, Alloa, and the Firth of Forth area.
  • F. None of above.

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_69bd441a0eb481908050fa4273b19eae completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7213bf0081909b3c496f1804dc4c completed March 20, 2026, 4:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be92489ae481909240f2ad20637649 completed March 21, 2026, 12:42 p.m.
NEDg Description generation batch_69be9466f7908190996e30c7c1e34595 completed March 21, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_69be94c06bfc81908921472983592d8d completed March 21, 2026, 12:53 p.m.
Created at: March 20, 2026, 1:33 p.m.