Triple
T18123992
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borthwick, Midlothian, Scotland |
E433819
|
entity |
| Predicate | hasNearbyRailAccess |
P31869
|
FINISHED |
| Object | Gorebridge 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: Gorebridge railway station | Statement: [Borthwick, Midlothian, Scotland, hasNearbyRailAccess, Gorebridge railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gorebridge railway station Context triple: [Borthwick, Midlothian, Scotland, hasNearbyRailAccess, Gorebridge railway station]
-
A.
Gorebridge railway station
chosen
Gorebridge railway station is a stop on the Borders Railway in Midlothian, Scotland, serving the village of Gorebridge with rail connections to Edinburgh and the Scottish Borders.
-
B.
Spean Bridge railway station
Spean Bridge railway station is a rural stop on the West Highland Line in the Scottish Highlands, serving the village of Spean Bridge and acting as a gateway to nearby outdoor and mountain areas.
-
C.
Milngavie railway station
Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
-
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.
Stobcross railway station
Stobcross railway station was a former railway station in Glasgow, Scotland, that served the industrial and docklands area before later being replaced and renamed as Exhibition Centre railway station.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearbyRailAccess Context triple: [Borthwick, Midlothian, Scotland, hasNearbyRailAccess, Gorebridge railway station]
-
A.
hasNearbyRailway
Indicates that one entity is located close to a railway associated with or relevant to another entity.
-
B.
hasNearbyRailwayStation
chosen
Indicates that a railway station is located within a short or convenient distance from the referenced entity.
-
C.
hasPublicTransportConnection
Indicates that there is an available public transportation link or service connecting the related entities.
-
D.
hasPublicTransportStop
Indicates that a location or area contains or is served by a public transport stop, such as a bus, tram, or train stop.
-
E.
hasNearbyTransportationCorridor
Indicates that an entity is located close to a significant transportation route or corridor, such as a road, railway, or transit line.
- F. None of above.
Provenance (3 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_69d8b909e8cc81908df4cc2b8ea6d11f |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4ddebeae88190ae50e9a258b34dbe |
completed | April 19, 2026, 1:51 p.m. |
| PD | Predicate disambiguation | batch_69e43313ca788190baa224269e71de49 |
completed | April 19, 2026, 1:42 a.m. |
Created at: April 10, 2026, 10:28 a.m.