Triple
T6360963
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bathgate railway station |
E143105
|
entity |
| Predicate | connectsTo |
P845
|
FINISHED |
| Object |
Airdrie railway station
Airdrie railway station is a railway stop in Airdrie, North Lanarkshire, Scotland, serving as a local commuter hub on the line between Glasgow and Edinburgh.
|
E587908
|
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: Airdrie railway station | Statement: [Bathgate railway station, connectsTo, Airdrie railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Airdrie railway station Context triple: [Bathgate railway station, connectsTo, Airdrie railway station]
-
A.
Ayr railway station
Ayr railway station is the main railway hub in the town of Ayr, Scotland, providing regional and intercity rail connections.
-
B.
East Kilbride railway station
East Kilbride railway station is a suburban rail terminus in South Lanarkshire, Scotland, providing passenger services between the town of East Kilbride and Glasgow.
-
C.
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.
-
D.
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.
-
E.
Tweedbank railway station
Tweedbank railway station is a terminus on the Borders Railway in the Scottish Borders, serving as a key commuter link between the region and Edinburgh.
- 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: Airdrie railway station Triple: [Bathgate railway station, connectsTo, Airdrie railway station]
Generated description
Airdrie railway station is a railway stop in Airdrie, North Lanarkshire, Scotland, serving as a local commuter hub on the line between Glasgow and Edinburgh.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Airdrie railway station Target entity description: Airdrie railway station is a railway stop in Airdrie, North Lanarkshire, Scotland, serving as a local commuter hub on the line between Glasgow and Edinburgh.
-
A.
Ayr railway station
Ayr railway station is the main railway hub in the town of Ayr, Scotland, providing regional and intercity rail connections.
-
B.
East Kilbride railway station
East Kilbride railway station is a suburban rail terminus in South Lanarkshire, Scotland, providing passenger services between the town of East Kilbride and Glasgow.
-
C.
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.
-
D.
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.
-
E.
Tweedbank railway station
Tweedbank railway station is a terminus on the Borders Railway in the Scottish Borders, serving as a key commuter link between the region and Edinburgh.
- F. None of above. chosen
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_69c008d7a9c4819098d647ec47776917 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c067fa0d0c819098d01545849142fc |
completed | March 22, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62d6d906481908b5883bff18ceec8 |
completed | March 27, 2026, 7:10 a.m. |
| NEDg | Description generation | batch_69c62e2072808190a4f2dd262b631c88 |
completed | March 27, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c62f1bbdac8190b0cff9fbcddd68a7 |
completed | March 27, 2026, 7:17 a.m. |
Created at: March 22, 2026, 4:32 p.m.