Triple
T21564930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ScotRail Class 385 |
E532137
|
entity |
| Predicate | primaryRoute |
P6298
|
FINISHED |
| Object | Edinburgh–Glasgow via Falkirk High |
—
|
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: Edinburgh–Glasgow via Falkirk High | Statement: [ScotRail Class 385, primaryRoute, Edinburgh–Glasgow via Falkirk High]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edinburgh–Glasgow via Falkirk High Context triple: [ScotRail Class 385, primaryRoute, Edinburgh–Glasgow via Falkirk High]
-
A.
Glasgow to Edinburgh via Falkirk High route
chosen
The Glasgow to Edinburgh via Falkirk High route is a major electrified Scottish rail corridor linking Glasgow and Edinburgh city centres through Falkirk, serving key intermediate stations such as Edinburgh Haymarket.
-
B.
Glasgow–Edinburgh via Shotts route
The Glasgow–Edinburgh via Shotts route is a central Scotland railway line providing a key commuter and regional link between Glasgow and Edinburgh through towns such as Shotts and Livingston.
-
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.
Edinburgh–Dundee route
The Edinburgh–Dundee route is a major Scottish railway corridor linking the capital city Edinburgh with the city of Dundee via the east coast main line.
-
E.
Glasgow–Edinburgh via Carstairs Line
The Glasgow–Edinburgh via Carstairs Line is a Scottish railway route providing an alternative, longer connection between Glasgow and Edinburgh through Carstairs, used for inter-city, freight, and diversionary services.
- 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_69e0c460db088190828c64206a450273 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eed2e777c881908de84493fa939ff3 |
completed | April 27, 2026, 3:07 a.m. |
Created at: April 16, 2026, 6:30 p.m.