Triple
T16331031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ScotRail Highland routes |
E396549
|
entity |
| Predicate | connectsCommunity |
P12608
|
FINISHED |
| Object | Aviemore |
E172347
|
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: Aviemore | Statement: [ScotRail Highland routes, connectsCommunity, Aviemore]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aviemore Context triple: [ScotRail Highland routes, connectsCommunity, Aviemore]
-
A.
Aviemore
chosen
Aviemore is a Scottish Highland town that serves as a major gateway and tourist hub for outdoor activities in the Cairngorms National Park.
-
B.
Arbirlot
Arbirlot is a small rural village in the Angus council area of eastern Scotland, known for its historic parish church and scenic countryside setting near the North Sea coast.
-
C.
Bo’ness
Bo’ness, short for Borrowstounness, is a historic coastal town on the Firth of Forth in Scotland known for its industrial heritage, harbor, and preserved railway.
-
D.
Auchterarder
Auchterarder is a small Scottish town in Perth and Kinross, known for its long main street and proximity to the famous Gleneagles golf resort.
-
E.
Atholl
Atholl is an affluent residential suburb located within the city of Sandton in Johannesburg, South Africa.
- 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_69d87f255b788190a400eba031dd85d8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2c4dfd9688190a749e48ebc055baf |
completed | April 17, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002da915ac8190820acbe0db72c8a1 |
completed | May 10, 2026, 7:03 a.m. |
Created at: April 10, 2026, 5:07 a.m.