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.