Triple
T6571831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Galashiels railway station |
E155457
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Galashiels transport interchange
Galashiels transport interchange is a public transport hub in Galashiels, Scotland, integrating bus and rail services to facilitate local and regional travel.
|
E155457
|
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: Galashiels transport interchange | Statement: [Galashiels railway station, adjacentTo, Galashiels transport interchange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Galashiels transport interchange Context triple: [Galashiels railway station, adjacentTo, Galashiels transport interchange]
-
A.
Galashiels railway station
Galashiels railway station is a key stop on the Borders Railway in the Scottish Borders, providing regular commuter and regional rail services to and from Edinburgh.
-
B.
Partick bus interchange
Partick bus interchange is a public transport hub in the Partick area of Glasgow, Scotland, providing coordinated bus connections with nearby rail and subway services.
-
C.
Stirling bus station
Stirling bus station is the main public transport hub for local and regional bus services in the city of Stirling, Scotland.
-
D.
West Calder railway station
West Calder railway station is a local rail stop serving the village of West Calder and surrounding communities in West Lothian, Scotland, on the line between Edinburgh and Glasgow.
-
E.
Cumbernauld railway station
Cumbernauld railway station is the main rail transport hub serving the town of Cumbernauld in North Lanarkshire, Scotland, providing passenger services on regional routes.
- 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: Galashiels transport interchange Triple: [Galashiels railway station, adjacentTo, Galashiels transport interchange]
Generated description
Galashiels transport interchange is a public transport hub in Galashiels, Scotland, integrating bus and rail services to facilitate local and regional travel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Galashiels transport interchange Target entity description: Galashiels transport interchange is a public transport hub in Galashiels, Scotland, integrating bus and rail services to facilitate local and regional travel.
-
A.
Galashiels railway station
chosen
Galashiels railway station is a key stop on the Borders Railway in the Scottish Borders, providing regular commuter and regional rail services to and from Edinburgh.
-
B.
Partick bus interchange
Partick bus interchange is a public transport hub in the Partick area of Glasgow, Scotland, providing coordinated bus connections with nearby rail and subway services.
-
C.
Stirling bus station
Stirling bus station is the main public transport hub for local and regional bus services in the city of Stirling, Scotland.
-
D.
West Calder railway station
West Calder railway station is a local rail stop serving the village of West Calder and surrounding communities in West Lothian, Scotland, on the line between Edinburgh and Glasgow.
-
E.
Cumbernauld railway station
Cumbernauld railway station is the main rail transport hub serving the town of Cumbernauld in North Lanarkshire, Scotland, providing passenger services on regional routes.
- F. None of above.
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_69c688151254819080387f87deab8fa7 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae58b8948190bae11ec3a140aa6f |
completed | March 27, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb9b0bfc8190b00904547a6178a1 |
completed | March 27, 2026, 6:25 p.m. |
| NEDg | Description generation | batch_69c6cd071be4819090d6adf0e27c99d2 |
completed | March 27, 2026, 6:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ce04855481908bfca416fda8c218 |
completed | March 27, 2026, 6:35 p.m. |
Created at: March 27, 2026, 1:53 p.m.