Triple

T10487564
Position Surface form Disambiguated ID Type / Status
Subject Glasgow–Edinburgh transport corridor E247335 entity
Predicate partOf P40 FINISHED
Object Scottish transport network
The Scottish transport network is the integrated system of roads, railways, airports, and ferry routes that connects cities, towns, and remote regions across Scotland.
E866985 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: Scottish transport network | Statement: [Glasgow–Edinburgh transport corridor, partOf, Scottish transport network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scottish transport network
Context triple: [Glasgow–Edinburgh transport corridor, partOf, Scottish transport network]
  • A. Scottish rail network
    The Scottish rail network is the system of passenger and freight railway lines and services that connect cities, towns, and regions throughout Scotland and link them with the wider UK rail infrastructure.
  • B. Scottish trunk road network
    The Scottish trunk road network is the system of major strategic roads in Scotland that connects key cities, ports, and regions and is managed at the national level.
  • C. Glasgow–Edinburgh transport corridor
    The Glasgow–Edinburgh transport corridor is a major central Scotland route linking the country’s two largest cities via road and rail, serving as a key axis for commuter and intercity travel.
  • D. Glasgow motorway network
    The Glasgow motorway network is an extensive system of urban motorways serving the Greater Glasgow area, designed to facilitate high-capacity road transport through and around the city.
  • E. Edinburgh commuter rail network
    The Edinburgh commuter rail network is a suburban rail system serving Edinburgh and its surrounding areas, providing frequent passenger services that connect the city with nearby towns and communities.
  • 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: Scottish transport network
Triple: [Glasgow–Edinburgh transport corridor, partOf, Scottish transport network]
Generated description
The Scottish transport network is the integrated system of roads, railways, airports, and ferry routes that connects cities, towns, and remote regions across Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scottish transport network
Target entity description: The Scottish transport network is the integrated system of roads, railways, airports, and ferry routes that connects cities, towns, and remote regions across Scotland.
  • A. Scottish rail network
    The Scottish rail network is the system of passenger and freight railway lines and services that connect cities, towns, and regions throughout Scotland and link them with the wider UK rail infrastructure.
  • B. Scottish trunk road network
    The Scottish trunk road network is the system of major strategic roads in Scotland that connects key cities, ports, and regions and is managed at the national level.
  • C. Glasgow–Edinburgh transport corridor
    The Glasgow–Edinburgh transport corridor is a major central Scotland route linking the country’s two largest cities via road and rail, serving as a key axis for commuter and intercity travel.
  • D. Glasgow motorway network
    The Glasgow motorway network is an extensive system of urban motorways serving the Greater Glasgow area, designed to facilitate high-capacity road transport through and around the city.
  • E. Edinburgh commuter rail network
    The Edinburgh commuter rail network is a suburban rail system serving Edinburgh and its surrounding areas, providing frequent passenger services that connect the city with nearby towns and communities.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5096a4d3481908e9c319f6cdce4f1 completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dc8c73748190b97c78af6cf142d9 completed April 10, 2026, 11:18 a.m.
NEDg Description generation batch_69d8e8c81bdc8190b6b6dfe00025b514 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901e1ecf88190acd24a0e20462cb9 completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 12:23 p.m.