Triple

T4971522
Position Surface form Disambiguated ID Type / Status
Subject Glasgow South Western Line E111661 entity
Predicate hasSection P35 FINISHED
Object 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.
E484478 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: Kilmarnock–Dumfries section | Statement: [Glasgow South Western Line, hasSection, Kilmarnock–Dumfries section]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kilmarnock–Dumfries section
Context triple: [Glasgow South Western Line, hasSection, Kilmarnock–Dumfries section]
  • A. Glasgow–Stirling–Dunblane line
    The Glasgow–Stirling–Dunblane line is a key Scottish railway route connecting Glasgow with the cities of Stirling and Dunblane, serving commuter and regional passenger traffic in central Scotland.
  • B. Dumfries–Stranraer line
    The Dumfries–Stranraer line is a former railway route in southwest Scotland that connected the town of Dumfries with the port of Stranraer, historically serving as an important link for passenger and freight traffic, including ferry connections to Ireland.
  • C. Ayrshire Coast Line
    The Ayrshire Coast Line is a major railway route in southwest Scotland that connects Glasgow with coastal towns in Ayrshire, serving both commuter and regional passenger traffic.
  • D. 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.
  • E. Ayr–Girvan line
    The Ayr–Girvan line is a railway route in southwest Scotland linking the coastal towns of Ayr and Girvan.
  • 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: Kilmarnock–Dumfries section
Triple: [Glasgow South Western Line, hasSection, Kilmarnock–Dumfries section]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kilmarnock–Dumfries section
Target entity description: 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.
  • A. Glasgow–Stirling–Dunblane line
    The Glasgow–Stirling–Dunblane line is a key Scottish railway route connecting Glasgow with the cities of Stirling and Dunblane, serving commuter and regional passenger traffic in central Scotland.
  • B. Dumfries–Stranraer line
    The Dumfries–Stranraer line is a former railway route in southwest Scotland that connected the town of Dumfries with the port of Stranraer, historically serving as an important link for passenger and freight traffic, including ferry connections to Ireland.
  • C. Ayrshire Coast Line
    The Ayrshire Coast Line is a major railway route in southwest Scotland that connects Glasgow with coastal towns in Ayrshire, serving both commuter and regional passenger traffic.
  • D. 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.
  • E. Ayr–Girvan line
    The Ayr–Girvan line is a railway route in southwest Scotland linking the coastal towns of Ayr and Girvan.
  • 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_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_69be89fddbb8819084c8c21ee0ce845e completed March 21, 2026, 12:07 p.m.
NEDg Description generation batch_69be8add3f148190a7ebe6df3a562b04 completed March 21, 2026, 12:11 p.m.
NED2 Entity disambiguation (via description) batch_69be8b57411c819082fe711485fe2821 completed March 21, 2026, 12:13 p.m.
Created at: March 20, 2026, 1:33 p.m.