Triple
T23220262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ardrossan Harbour |
E580866
|
entity |
| Predicate | hasNearbyStation |
P5648
|
FINISHED |
| Object | Ardrossan South Beach railway station |
—
|
NE NERFINISHED |
How this triple was built (2 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 Harbour, hasNearbyStation, 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 Harbour, hasNearbyStation, Ardrossan South Beach railway station]
-
A.
Ardrossan South Beach railway station
chosen
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.
-
B.
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.
-
C.
Ardrossan Town railway station
Ardrossan Town railway station is a local rail stop in Ardrossan, North Ayrshire, Scotland, serving the town centre and nearby ferry connections.
-
D.
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.
-
E.
Wemyss Bay railway station
Wemyss Bay railway station is a historic Scottish railway terminus on the Firth of Clyde, known for its distinctive architecture and integrated rail–ferry connections to island destinations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e2460389408190be74f41d217799a9 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1916870148190853874e6cf26bbc7 |
completed | April 29, 2026, 5:04 a.m. |
Created at: April 17, 2026, 4:08 p.m.