Triple
T4472922
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ayrshire Coast Line |
E98536
|
entity |
| Predicate | terminus |
P388
|
FINISHED |
| Object |
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.
|
E441277
|
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 Harbour railway station | Statement: [Ayrshire Coast Line, terminus, Ardrossan Harbour railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ardrossan Harbour railway station Context triple: [Ayrshire Coast Line, terminus, Ardrossan Harbour railway station]
-
A.
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.
-
B.
Dalmuir railway station
Dalmuir railway station is a major rail hub in West Dunbartonshire, Scotland, serving as an interchange point for multiple suburban and regional services in the Glasgow area.
-
C.
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.
-
D.
Portlethen railway station
Portlethen railway station is a small stop on Scotland’s east coast rail network, providing local and regional passenger services between Aberdeen and nearby towns.
-
E.
Aberdour railway station
Aberdour railway station is a village railway stop in Aberdour, Fife, Scotland, serving local and commuter services on the Fife Circle Line across the Firth of Forth from Edinburgh.
- 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 Harbour railway station Triple: [Ayrshire Coast Line, terminus, Ardrossan Harbour railway station]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ardrossan Harbour railway station Target entity description: 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.
-
A.
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.
-
B.
Dalmuir railway station
Dalmuir railway station is a major rail hub in West Dunbartonshire, Scotland, serving as an interchange point for multiple suburban and regional services in the Glasgow area.
-
C.
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.
-
D.
Portlethen railway station
Portlethen railway station is a small stop on Scotland’s east coast rail network, providing local and regional passenger services between Aberdeen and nearby towns.
-
E.
Aberdour railway station
Aberdour railway station is a village railway stop in Aberdour, Fife, Scotland, serving local and commuter services on the Fife Circle Line across the Firth of Forth from Edinburgh.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356b95c888190a84bf4a9b2c60aa6 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b628764bf081909a7a1079d0176c66 |
completed | March 15, 2026, 3:33 a.m. |
| NEDg | Description generation | batch_69b6295627848190a7bb6b8943b0e3f1 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b629be765c81908c1f6ccfc75604d1 |
completed | March 15, 2026, 3:38 a.m. |
Created at: March 12, 2026, 11:35 p.m.