Triple

T15025094
Position Surface form Disambiguated ID Type / Status
Subject Tyndrum E378187 entity
Predicate roadDirection P3915 FINISHED
Object A82 towards Glasgow
A82 towards Glasgow is the westbound stretch of the A82 trunk road from Tyndrum that leads through the Scottish Highlands toward the city of Glasgow.
E1134326 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: A82 towards Glasgow | Statement: [Tyndrum, roadDirection, A82 towards Glasgow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A82 towards Glasgow
Context triple: [Tyndrum, roadDirection, A82 towards Glasgow]
  • A. Glasgow Central to Largs
    Glasgow Central to Largs is a key electrified commuter and regional rail corridor in western Scotland linking Glasgow with the coastal town of Largs.
  • B. Glasgow–Helensburgh route
    The Glasgow–Helensburgh route is a suburban railway line in western Scotland that connects Glasgow with the coastal town of Helensburgh, serving communities along the north bank of the River Clyde.
  • C. Glasgow Central to Ardrossan Harbour
    Glasgow Central to Ardrossan Harbour is a key electrified rail corridor in western Scotland linking Glasgow’s main city terminus with the coastal port town of Ardrossan.
  • D. Clydeside Expressway (A814)
    The Clydeside Expressway (A814) is a major dual carriageway running along the north bank of the River Clyde in Glasgow, providing a key route between the city centre and the western suburbs.
  • E. London Euston – Glasgow
    London Euston – Glasgow is a major intercity rail corridor in the United Kingdom linking the English capital with Scotland’s largest city along the West Coast Main Line.
  • 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: A82 towards Glasgow
Triple: [Tyndrum, roadDirection, A82 towards Glasgow]
Generated description
A82 towards Glasgow is the westbound stretch of the A82 trunk road from Tyndrum that leads through the Scottish Highlands toward the city of Glasgow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A82 towards Glasgow
Target entity description: A82 towards Glasgow is the westbound stretch of the A82 trunk road from Tyndrum that leads through the Scottish Highlands toward the city of Glasgow.
  • A. Glasgow Central to Largs
    Glasgow Central to Largs is a key electrified commuter and regional rail corridor in western Scotland linking Glasgow with the coastal town of Largs.
  • B. Glasgow–Helensburgh route
    The Glasgow–Helensburgh route is a suburban railway line in western Scotland that connects Glasgow with the coastal town of Helensburgh, serving communities along the north bank of the River Clyde.
  • C. Glasgow Central to Ardrossan Harbour
    Glasgow Central to Ardrossan Harbour is a key electrified rail corridor in western Scotland linking Glasgow’s main city terminus with the coastal port town of Ardrossan.
  • D. Clydeside Expressway (A814)
    The Clydeside Expressway (A814) is a major dual carriageway running along the north bank of the River Clyde in Glasgow, providing a key route between the city centre and the western suburbs.
  • E. London Euston – Glasgow
    London Euston – Glasgow is a major intercity rail corridor in the United Kingdom linking the English capital with Scotland’s largest city along the West Coast Main Line.
  • 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_69d85cd46b2c819090d054c27787f677 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7de117c8190a1b9fa8d1602057e completed April 15, 2026, 12:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9dd499108190b803c6afc0fa00bc completed May 9, 2026, 2:37 a.m.
NEDg Description generation batch_69fea09ea0e081908daed335c734c8c0 completed May 9, 2026, 2:49 a.m.
NED2 Entity disambiguation (via description) batch_69fea0fd72508190a413f5bb07d1df28 completed May 9, 2026, 2:50 a.m.
Created at: April 10, 2026, 2:56 a.m.