Triple
T17986178
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milngavie railway station |
E430240
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
town of Milngavie
The town of Milngavie is a suburban community in East Dunbartonshire, Scotland, known as the traditional starting point of the West Highland Way long-distance walking trail.
|
E1300122
|
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: town of Milngavie | Statement: [Milngavie railway station, serves, town of Milngavie]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: town of Milngavie Context triple: [Milngavie railway station, serves, town of Milngavie]
-
A.
Clydebank and Milngavie
Clydebank and Milngavie is a Scottish parliamentary constituency in the west of Scotland that includes the towns of Clydebank and Milngavie and surrounding areas.
-
B.
Newmilns
Newmilns is a small town in East Ayrshire, Scotland, historically known for its textile industry and situated in the Irvine Valley.
-
C.
Vale of Leven
Vale of Leven is a district in West Dunbartonshire, Scotland, known for its historic textile industry and location between Loch Lomond and the River Clyde.
-
D.
Motherwell and Wishaw
Motherwell and Wishaw is a Scottish parliamentary constituency in North Lanarkshire, centered on the towns of Motherwell and Wishaw in the Central Belt of Scotland.
-
E.
Thornliebank
Thornliebank is a suburban area in East Renfrewshire, Scotland, forming part of the Greater Glasgow conurbation.
- 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: town of Milngavie Triple: [Milngavie railway station, serves, town of Milngavie]
Generated description
The town of Milngavie is a suburban community in East Dunbartonshire, Scotland, known as the traditional starting point of the West Highland Way long-distance walking trail.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: town of Milngavie Target entity description: The town of Milngavie is a suburban community in East Dunbartonshire, Scotland, known as the traditional starting point of the West Highland Way long-distance walking trail.
-
A.
Clydebank and Milngavie
Clydebank and Milngavie is a Scottish parliamentary constituency in the west of Scotland that includes the towns of Clydebank and Milngavie and surrounding areas.
-
B.
Newmilns
Newmilns is a small town in East Ayrshire, Scotland, historically known for its textile industry and situated in the Irvine Valley.
-
C.
Vale of Leven
Vale of Leven is a district in West Dunbartonshire, Scotland, known for its historic textile industry and location between Loch Lomond and the River Clyde.
-
D.
Motherwell and Wishaw
Motherwell and Wishaw is a Scottish parliamentary constituency in North Lanarkshire, centered on the towns of Motherwell and Wishaw in the Central Belt of Scotland.
-
E.
Thornliebank
Thornliebank is a suburban area in East Renfrewshire, Scotland, forming part of the Greater Glasgow conurbation.
- 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_69d8b90364248190a37381adea932f42 |
completed | April 10, 2026, 8:46 a.m. |
| NER | Named-entity recognition | batch_69e4b29b4e808190af06074168169035 |
completed | April 19, 2026, 10:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0337a8f63c81908e927824962aaf25 |
completed | May 12, 2026, 2:22 p.m. |
| NEDg | Description generation | batch_6a033ca5e4c08190b7de8ab2d4fb8e3b |
completed | May 12, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a033daf5b948190926f2925b8e3cc84 |
completed | May 12, 2026, 2:48 p.m. |
Created at: April 10, 2026, 10:23 a.m.