Triple
T6620861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ardrossan |
E149669
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Ardrossan South Beach railway station
Ardrossan South Beach railway station is a coastal rail stop in Ardrossan, North Ayrshire, Scotland, serving as a key access point to the town and nearby ferry connections.
|
E608497
|
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: Ardrossan South Beach railway station | Statement: [Ardrossan, hasRailwayStation, Ardrossan South Beach railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ardrossan South Beach railway station Context triple: [Ardrossan, hasRailwayStation, Ardrossan South Beach railway station]
-
A.
Ardrossan Harbour railway station
Ardrossan Harbour railway station is a railway station in North Ayrshire, Scotland, serving the town of Ardrossan and providing rail access to the nearby ferry services to the Isle of Arran.
-
B.
Garelochhead railway station
Garelochhead railway station is a rural stop on Scotland’s scenic rail network serving the village of Garelochhead in Argyll and Bute.
-
C.
Largs railway station
Largs railway station is a coastal railway terminus in North Ayrshire, Scotland, serving the town of Largs with passenger services on the Scottish rail network.
-
D.
Burntisland railway station
Burntisland railway station is a coastal railway stop in the town of Burntisland, Fife, Scotland, providing passenger services on regional routes including the Fife Circle.
-
E.
Arisaig railway station
Arisaig railway station is a rural stop on the West Highland Line in the Scottish Highlands, known as the westernmost railway station on the British mainland.
- 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: Ardrossan South Beach railway station Triple: [Ardrossan, hasRailwayStation, Ardrossan South Beach railway station]
Generated description
Ardrossan South Beach railway station is a coastal rail stop in Ardrossan, North Ayrshire, Scotland, serving as a key access point to the town and nearby ferry connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ardrossan South Beach railway station Target entity description: Ardrossan South Beach railway station is a coastal rail stop in Ardrossan, North Ayrshire, Scotland, serving as a key access point to the town and nearby ferry connections.
-
A.
Ardrossan Harbour railway station
Ardrossan Harbour railway station is a railway station in North Ayrshire, Scotland, serving the town of Ardrossan and providing rail access to the nearby ferry services to the Isle of Arran.
-
B.
Garelochhead railway station
Garelochhead railway station is a rural stop on Scotland’s scenic rail network serving the village of Garelochhead in Argyll and Bute.
-
C.
Largs railway station
Largs railway station is a coastal railway terminus in North Ayrshire, Scotland, serving the town of Largs with passenger services on the Scottish rail network.
-
D.
Burntisland railway station
Burntisland railway station is a coastal railway stop in the town of Burntisland, Fife, Scotland, providing passenger services on regional routes including the Fife Circle.
-
E.
Arisaig railway station
Arisaig railway station is a rural stop on the West Highland Line in the Scottish Highlands, known as the westernmost railway station on the British mainland.
- 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_69c687ed8a9c81908bb671717cb192ef |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6af7aff44819089da6145e1ef5f76 |
completed | March 27, 2026, 4:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6eee8740881908b4fafb12db6b7f3 |
completed | March 27, 2026, 8:56 p.m. |
| NEDg | Description generation | batch_69c6f09ffdd481909418ae33d1683486 |
completed | March 27, 2026, 9:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6f159cbf08190a22d7488584b4580 |
completed | March 27, 2026, 9:06 p.m. |
Created at: March 27, 2026, 1:58 p.m.