Triple
T17986199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Milngavie railway station |
E430240
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object | Helensburgh Central (via through services) |
—
|
NE NERFINISHED |
How this triple was built (2 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: Helensburgh Central (via through services) | Statement: [Milngavie railway station, connectsTo, Helensburgh Central (via through services)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Helensburgh Central (via through services) Context triple: [Milngavie railway station, connectsTo, Helensburgh Central (via through services)]
-
A.
Helensburgh Central railway station
chosen
Helensburgh Central railway station is the main railway terminus in the coastal town of Helensburgh, Scotland, providing regional and commuter rail services.
-
B.
Helensburgh Upper railway station
Helensburgh Upper railway station is a small railway stop in Helensburgh, Scotland, providing regional rail connections on the West Highland Line.
-
C.
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.
-
D.
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.
-
E.
Glasgow Queen Street to Mallaig services
Glasgow Queen Street to Mallaig services are long-distance Scottish railway passenger trains that traverse the scenic West Highland Line between Glasgow and the coastal village of Mallaig.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 10, 2026, 10:23 a.m.