Triple

T6063742
Position Surface form Disambiguated ID Type / Status
Subject Livingston South railway station E135101 entity
Predicate railCorridor P848 FINISHED
Object Glasgow–Edinburgh via Shotts route
The Glasgow–Edinburgh via Shotts route is a central Scotland railway line providing a key commuter and regional link between Glasgow and Edinburgh through towns such as Shotts and Livingston.
E567166 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: Glasgow–Edinburgh via Shotts route | Statement: [Livingston South railway station, railCorridor, Glasgow–Edinburgh via Shotts route]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Glasgow–Edinburgh via Shotts route
Context triple: [Livingston South railway station, railCorridor, Glasgow–Edinburgh via Shotts route]
  • A. Glasgow to Edinburgh via Falkirk High route
    The Glasgow to Edinburgh via Falkirk High route is a major electrified Scottish rail corridor linking Glasgow and Edinburgh city centres through Falkirk, serving key intermediate stations such as Edinburgh Haymarket.
  • B. Glasgow–Motherwell via Hamilton line
    The Glasgow–Motherwell via Hamilton line is a suburban railway route in Scotland connecting Glasgow with Motherwell through the town of Hamilton and surrounding communities.
  • C. Edinburgh–Dundee route
    The Edinburgh–Dundee route is a major Scottish railway corridor linking the capital city Edinburgh with the city of Dundee via the east coast main line.
  • D. Glasgow–Carlisle route
    The Glasgow–Carlisle route is a major transport corridor in the United Kingdom linking Glasgow in Scotland with Carlisle in England, carrying significant long-distance road traffic between central Scotland and northern England.
  • E. Dundee–Edinburgh railway route
    The Dundee–Edinburgh railway route is a key rail line in eastern Scotland that connects the cities of Dundee and Edinburgh, serving numerous intermediate towns and communities along the way.
  • 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: Glasgow–Edinburgh via Shotts route
Triple: [Livingston South railway station, railCorridor, Glasgow–Edinburgh via Shotts route]
Generated description
The Glasgow–Edinburgh via Shotts route is a central Scotland railway line providing a key commuter and regional link between Glasgow and Edinburgh through towns such as Shotts and Livingston.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Glasgow–Edinburgh via Shotts route
Target entity description: The Glasgow–Edinburgh via Shotts route is a central Scotland railway line providing a key commuter and regional link between Glasgow and Edinburgh through towns such as Shotts and Livingston.
  • A. Glasgow to Edinburgh via Falkirk High route
    The Glasgow to Edinburgh via Falkirk High route is a major electrified Scottish rail corridor linking Glasgow and Edinburgh city centres through Falkirk, serving key intermediate stations such as Edinburgh Haymarket.
  • B. Glasgow–Motherwell via Hamilton line
    The Glasgow–Motherwell via Hamilton line is a suburban railway route in Scotland connecting Glasgow with Motherwell through the town of Hamilton and surrounding communities.
  • C. Edinburgh–Dundee route
    The Edinburgh–Dundee route is a major Scottish railway corridor linking the capital city Edinburgh with the city of Dundee via the east coast main line.
  • D. Glasgow–Carlisle route
    The Glasgow–Carlisle route is a major transport corridor in the United Kingdom linking Glasgow in Scotland with Carlisle in England, carrying significant long-distance road traffic between central Scotland and northern England.
  • E. Dundee–Edinburgh railway route
    The Dundee–Edinburgh railway route is a key rail line in eastern Scotland that connects the cities of Dundee and Edinburgh, serving numerous intermediate towns and communities along the way.
  • 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_69c00878d06881909ee78e88913bf890 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05722815081909ee47e8f94b87b3a completed March 22, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d1e61188190aea0e2b1945ca682 completed March 23, 2026, 10:59 a.m.
NEDg Description generation batch_69c11da387dc819088fc37ea1c3daed8 completed March 23, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69c11e5efd848190adb834e42b4bdc9e completed March 23, 2026, 11:05 a.m.
Created at: March 22, 2026, 4:10 p.m.