Triple
T21364612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dufftown |
E526876
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Dufftown Railway Station
Dufftown Railway Station is a preserved heritage railway station in Dufftown, Scotland, serving as the terminus of the heritage Keith and Dufftown Railway and a visitor attraction for rail and history enthusiasts.
|
E1480304
|
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: Dufftown Railway Station | Statement: [Dufftown, hasAttraction, Dufftown Railway Station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dufftown Railway Station Context triple: [Dufftown, hasAttraction, Dufftown Railway Station]
-
A.
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.
-
B.
Kingussie railway station
Kingussie railway station is a stop on the Highland Main Line in the Scottish Highlands, serving the town of Kingussie with regional and long-distance rail services.
-
C.
Dalwhinnie railway station
Dalwhinnie railway station is a rural stop on the Highland Main Line in the Scottish Highlands, serving the village of Dalwhinnie and providing connections between Perth and Inverness.
-
D.
Dingwall railway station
Dingwall railway station is a railway stop in the town of Dingwall in the Scottish Highlands, serving as a junction on the Far North and Kyle of Lochalsh lines.
-
E.
Blair Atholl railway station
Blair Atholl railway station is a rural stop on the Highland Main Line in Perth and Kinross, Scotland, serving the village of Blair Atholl and the surrounding area.
- 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: Dufftown Railway Station Triple: [Dufftown, hasAttraction, Dufftown Railway Station]
Generated description
Dufftown Railway Station is a preserved heritage railway station in Dufftown, Scotland, serving as the terminus of the heritage Keith and Dufftown Railway and a visitor attraction for rail and history enthusiasts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dufftown Railway Station Target entity description: Dufftown Railway Station is a preserved heritage railway station in Dufftown, Scotland, serving as the terminus of the heritage Keith and Dufftown Railway and a visitor attraction for rail and history enthusiasts.
-
A.
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.
-
B.
Kingussie railway station
Kingussie railway station is a stop on the Highland Main Line in the Scottish Highlands, serving the town of Kingussie with regional and long-distance rail services.
-
C.
Dalwhinnie railway station
Dalwhinnie railway station is a rural stop on the Highland Main Line in the Scottish Highlands, serving the village of Dalwhinnie and providing connections between Perth and Inverness.
-
D.
Dingwall railway station
Dingwall railway station is a railway stop in the town of Dingwall in the Scottish Highlands, serving as a junction on the Far North and Kyle of Lochalsh lines.
-
E.
Blair Atholl railway station
Blair Atholl railway station is a rural stop on the Highland Main Line in Perth and Kinross, Scotland, serving the village of Blair Atholl and the surrounding area.
- 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_69e0b51d8a308190b09113b3b3f9bc15 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b06d6dcc8190b438d3c2e620578c |
completed | April 22, 2026, 11:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09ad6be0708190811bb7a10b1b7756 |
completed | May 17, 2026, 11:58 a.m. |
| NEDg | Description generation | batch_6a09ae3744588190877e88dd38a80ebd |
completed | May 17, 2026, 12:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09af2184808190b42b5073e90bd83d |
completed | May 17, 2026, 12:05 p.m. |
Created at: April 16, 2026, 5:08 p.m.