Triple
T19342099
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ratho |
E483779
|
entity |
| Predicate | hasNearbyTransportHub |
P2413
|
FINISHED |
| Object | Edinburgh Park railway station |
—
|
NE NERFINISHED |
How this triple was built (3 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 Park railway station | Statement: [Ratho, hasNearbyTransportHub, Edinburgh Park railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edinburgh Park railway station Context triple: [Ratho, hasNearbyTransportHub, Edinburgh Park railway station]
-
A.
Edinburgh Haymarket railway station
Edinburgh Haymarket railway station is a major railway hub in western Edinburgh, Scotland, serving as a key stop for regional and long-distance services into and out of the city.
-
B.
Eskdale Green station
Eskdale Green station is a small heritage railway stop on the Ravenglass and Eskdale Railway in Cumbria, England, serving the village of Eskdale Green in the Lake District.
-
C.
Edinburgh Princes Street station
Edinburgh Princes Street station was a former major railway terminus in central Edinburgh, Scotland, that once served as a key hub for trains operated by the Caledonian Railway.
-
D.
Linlithgow railway station
Linlithgow railway station is a historic rail stop in the Scottish town of Linlithgow, serving as a key point on the Edinburgh–Glasgow railway line.
-
E.
Baillieston railway station
Baillieston railway station is a suburban rail stop in the Baillieston area of Glasgow, Scotland, providing local and regional passenger services.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edinburgh Park railway station Target entity description: Edinburgh Park railway station is a modern suburban rail stop in western Edinburgh, Scotland, serving the Edinburgh Park business district and surrounding areas with frequent commuter services.
-
A.
Edinburgh Haymarket railway station
Edinburgh Haymarket railway station is a major railway hub in western Edinburgh, Scotland, serving as a key stop for regional and long-distance services into and out of the city.
-
B.
Eskdale Green station
Eskdale Green station is a small heritage railway stop on the Ravenglass and Eskdale Railway in Cumbria, England, serving the village of Eskdale Green in the Lake District.
-
C.
Edinburgh Princes Street station
Edinburgh Princes Street station was a former major railway terminus in central Edinburgh, Scotland, that once served as a key hub for trains operated by the Caledonian Railway.
-
D.
Linlithgow railway station
Linlithgow railway station is a historic rail stop in the Scottish town of Linlithgow, serving as a key point on the Edinburgh–Glasgow railway line.
-
E.
Baillieston railway station
Baillieston railway station is a suburban rail stop in the Baillieston area of Glasgow, Scotland, providing local and regional passenger services.
- F. None of above. chosen
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_69d8e8d244f8819080eb1f3491300db2 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e6185795bc8190a63061ca794c0d67 |
completed | April 20, 2026, 12:13 p.m. |
Created at: April 10, 2026, 1:33 p.m.