Triple
T6513975
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newton-on-Ayr railway station |
E148206
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
town of Ayr
The town of Ayr is a coastal settlement in South Ayrshire, Scotland, known for its historic seafront, golf courses, and role as a regional commercial and administrative center.
|
E601396
|
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: town of Ayr | Statement: [Newton-on-Ayr railway station, serves, town of Ayr]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: town of Ayr Context triple: [Newton-on-Ayr railway station, serves, town of Ayr]
-
A.
Rothesay
Rothesay is a historic Scottish town on the Isle of Bute, known as a former royal burgh and traditional residence of Scottish monarchs.
-
B.
Inveraray
Inveraray is a historic town on the shores of Loch Fyne in western Scotland, noted for Inveraray Castle and its role as the traditional seat of the Dukes of Argyll.
-
C.
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.
-
D.
Ardrossan
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.
-
E.
Town of St Andrews
The Town of St Andrews is a historic coastal settlement in Fife, Scotland, renowned as the “home of golf” and for its ancient university and medieval ruins.
- 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: town of Ayr Triple: [Newton-on-Ayr railway station, serves, town of Ayr]
Generated description
The town of Ayr is a coastal settlement in South Ayrshire, Scotland, known for its historic seafront, golf courses, and role as a regional commercial and administrative center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: town of Ayr Target entity description: The town of Ayr is a coastal settlement in South Ayrshire, Scotland, known for its historic seafront, golf courses, and role as a regional commercial and administrative center.
-
A.
Rothesay
Rothesay is a historic Scottish town on the Isle of Bute, known as a former royal burgh and traditional residence of Scottish monarchs.
-
B.
Inveraray
Inveraray is a historic town on the shores of Loch Fyne in western Scotland, noted for Inveraray Castle and its role as the traditional seat of the Dukes of Argyll.
-
C.
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.
-
D.
Ardrossan
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.
-
E.
Town of St Andrews
The Town of St Andrews is a historic coastal settlement in Fife, Scotland, renowned as the “home of golf” and for its ancient university and medieval ruins.
- 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_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_69c6cb6f934481908a95d7424aa23414 |
completed | March 27, 2026, 6:24 p.m. |
| NEDg | Description generation | batch_69c6cd88f66c81909b364a816aeee8bf |
completed | March 27, 2026, 6:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6ce3a53cc8190a40d696a22ec65f4 |
completed | March 27, 2026, 6:36 p.m. |
Created at: March 27, 2026, 1:44 p.m.