Triple
T4971509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Glasgow South Western Line |
E111661
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
New Cumnock railway station
New Cumnock railway station is a rural rail stop in East Ayrshire, Scotland, serving the village of New Cumnock on the regional network.
|
E483728
|
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: New Cumnock railway station | Statement: [Glasgow South Western Line, hasStation, New Cumnock railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Cumnock railway station Context triple: [Glasgow South Western Line, hasStation, New Cumnock railway station]
-
A.
Kilmarnock railway station
Kilmarnock railway station is a key rail hub in East Ayrshire, Scotland, providing passenger services that connect the town of Kilmarnock with Glasgow, Ayr, and other destinations in the region.
-
B.
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.
-
C.
Newcraighall railway station
Newcraighall railway station is a suburban rail stop serving the Newcraighall area of Edinburgh, Scotland, providing passenger services on the line toward the Scottish Borders.
-
D.
Coatbridge Central railway station
Coatbridge Central railway station is a main railway station serving the town of Coatbridge in North Lanarkshire, Scotland, providing regional and commuter rail services.
-
E.
Newtongrange railway station
Newtongrange railway station is a rail stop on the Borders Railway serving the village of Newtongrange in Midlothian, Scotland.
- 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: New Cumnock railway station Triple: [Glasgow South Western Line, hasStation, New Cumnock railway station]
Generated description
New Cumnock railway station is a rural rail stop in East Ayrshire, Scotland, serving the village of New Cumnock on the regional network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Cumnock railway station Target entity description: New Cumnock railway station is a rural rail stop in East Ayrshire, Scotland, serving the village of New Cumnock on the regional network.
-
A.
Kilmarnock railway station
Kilmarnock railway station is a key rail hub in East Ayrshire, Scotland, providing passenger services that connect the town of Kilmarnock with Glasgow, Ayr, and other destinations in the region.
-
B.
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.
-
C.
Newcraighall railway station
Newcraighall railway station is a suburban rail stop serving the Newcraighall area of Edinburgh, Scotland, providing passenger services on the line toward the Scottish Borders.
-
D.
Coatbridge Central railway station
Coatbridge Central railway station is a main railway station serving the town of Coatbridge in North Lanarkshire, Scotland, providing regional and commuter rail services.
-
E.
Newtongrange railway station
Newtongrange railway station is a rail stop on the Borders Railway serving the village of Newtongrange in Midlothian, Scotland.
- 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_69bd441a0eb481908050fa4273b19eae |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7213bf0081909b3c496f1804dc4c |
completed | March 20, 2026, 4:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81fa9108819089a6258e3a88f0cb |
completed | March 21, 2026, 11:33 a.m. |
| NEDg | Description generation | batch_69be8386d2fc8190a450b42dd5ac6963 |
completed | March 21, 2026, 11:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be841d148881908aa53953bd2eb024 |
completed | March 21, 2026, 11:42 a.m. |
Created at: March 20, 2026, 1:33 p.m.