Triple
T6513991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newton-on-Ayr railway station |
E148206
|
entity |
| Predicate | hasServiceTo |
P6787
|
FINISHED |
| Object | Ardrossan Town |
E149669
|
NE FINISHED |
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 Town | Statement: [Newton-on-Ayr railway station, hasServiceTo, Ardrossan Town]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ardrossan Town Context triple: [Newton-on-Ayr railway station, hasServiceTo, Ardrossan Town]
-
A.
Ardrossan
chosen
Ardrossan is a coastal town and ferry port on the west coast of Scotland, serving as a key mainland gateway to the Isle of Arran.
-
B.
Kilwinning
Kilwinning is a historic Scottish town in North Ayrshire, noted for its medieval abbey and strong connections to early Freemasonry.
-
C.
Balloch
Balloch is a small Scottish village at the southern tip of Loch Lomond, known as a popular gateway to the national park and surrounding lochside scenery.
-
D.
Tillicoultry
Tillicoultry is a small town in central Scotland, situated at the foot of the Ochil Hills and historically known for its textile and woollen industries.
-
E.
Helensburgh
Helensburgh is a coastal town in Argyll and Bute, Scotland, situated on the north shore of the Firth of Clyde and known for its Victorian architecture and seaside setting.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c687e68e748190baceb9298f32d3ed |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c69f3db330819092503af4fb0649ea |
completed | March 27, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7e4f308048190a5c42022e3f9e855 |
completed | March 28, 2026, 2:25 p.m. |
Created at: March 27, 2026, 1:44 p.m.