Triple
T8984530
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dumbarton |
E214623
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Dumbarton Central railway station
Dumbarton Central railway station is a key rail hub in the town of Dumbarton, Scotland, providing passenger services on routes including those between Glasgow and the West Highlands.
|
E771604
|
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: Dumbarton Central railway station | Statement: [Dumbarton, hasRailwayStation, Dumbarton Central railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dumbarton Central railway station Context triple: [Dumbarton, hasRailwayStation, Dumbarton Central railway station]
-
A.
Dalmarnock railway station
Dalmarnock railway station is a suburban rail stop in Glasgow, Scotland, serving the Dalmarnock and nearby Parkhead areas on the Argyle Line.
-
B.
Partick railway station
Partick railway station is a major transport hub in Glasgow, Scotland, providing rail and subway connections and serving as a key interchange for the city’s west end.
-
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.
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.
Clydebank railway station
Clydebank railway station is a passenger rail stop in Clydebank, Scotland, providing local and regional train services on the suburban network serving the Greater Glasgow area.
- 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: Dumbarton Central railway station Triple: [Dumbarton, hasRailwayStation, Dumbarton Central railway station]
Generated description
Dumbarton Central railway station is a key rail hub in the town of Dumbarton, Scotland, providing passenger services on routes including those between Glasgow and the West Highlands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dumbarton Central railway station Target entity description: Dumbarton Central railway station is a key rail hub in the town of Dumbarton, Scotland, providing passenger services on routes including those between Glasgow and the West Highlands.
-
A.
Dalmarnock railway station
Dalmarnock railway station is a suburban rail stop in Glasgow, Scotland, serving the Dalmarnock and nearby Parkhead areas on the Argyle Line.
-
B.
Partick railway station
Partick railway station is a major transport hub in Glasgow, Scotland, providing rail and subway connections and serving as a key interchange for the city’s west end.
-
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.
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.
Clydebank railway station
Clydebank railway station is a passenger rail stop in Clydebank, Scotland, providing local and regional train services on the suburban network serving the Greater Glasgow area.
- 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_69ca839f76bc8190a4b7123cdd682199 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc67ecc5188190a6fb4d5456893121 |
completed | April 1, 2026, 12:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0b89a7481908f747043d2a68a37 |
completed | April 3, 2026, 2:37 p.m. |
| NEDg | Description generation | batch_69cfd14a28d48190b63561f9a537daeb |
completed | April 3, 2026, 2:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd1fd6db08190921285c3cfd3ce91 |
completed | April 3, 2026, 2:43 p.m. |
Created at: March 30, 2026, 7:03 p.m.