Triple
T16330928
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brora |
E396547
|
entity |
| Predicate | hasNearbyFeature |
P350
|
FINISHED |
| Object |
Brora railway station
Brora railway station is a small rural stop on the Far North Line in the Scottish Highlands, serving the village of Brora in Sutherland.
|
E1207816
|
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: Brora railway station | Statement: [Brora, hasNearbyFeature, Brora railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brora railway station Context triple: [Brora, hasNearbyFeature, Brora railway station]
-
A.
Brunstane railway station
Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
-
B.
Arisaig railway station
Arisaig railway station is a rural stop on the West Highland Line in the Scottish Highlands, known as the westernmost railway station on the British mainland.
-
C.
Kyle of Lochalsh railway station
Kyle of Lochalsh railway station is a remote Highland railway terminus in western Scotland that serves the village of Kyle of Lochalsh and provides scenic access to the Isle of Skye and surrounding areas.
-
D.
Nairn railway station
Nairn railway station is a passenger rail stop on the Inverness–Aberdeen line in the town of Nairn in the Scottish Highlands.
-
E.
Thurso railway station
Thurso railway station is the northernmost railway station on the British mainland, serving the town of Thurso in the Scottish Highlands.
- 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: Brora railway station Triple: [Brora, hasNearbyFeature, Brora railway station]
Generated description
Brora railway station is a small rural stop on the Far North Line in the Scottish Highlands, serving the village of Brora in Sutherland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brora railway station Target entity description: Brora railway station is a small rural stop on the Far North Line in the Scottish Highlands, serving the village of Brora in Sutherland.
-
A.
Brunstane railway station
Brunstane railway station is a suburban rail stop in Edinburgh, Scotland, serving local commuter services on the city’s rail network.
-
B.
Arisaig railway station
Arisaig railway station is a rural stop on the West Highland Line in the Scottish Highlands, known as the westernmost railway station on the British mainland.
-
C.
Kyle of Lochalsh railway station
Kyle of Lochalsh railway station is a remote Highland railway terminus in western Scotland that serves the village of Kyle of Lochalsh and provides scenic access to the Isle of Skye and surrounding areas.
-
D.
Nairn railway station
Nairn railway station is a passenger rail stop on the Inverness–Aberdeen line in the town of Nairn in the Scottish Highlands.
-
E.
Thurso railway station
Thurso railway station is the northernmost railway station on the British mainland, serving the town of Thurso in the Scottish Highlands.
- 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_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_6a002613c0e88190b91da8eba683c864 |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0027854ce48190ad3fb09ecd7e2b9e |
completed | May 10, 2026, 6:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0029f138d88190bf240ca524d9ad0a |
completed | May 10, 2026, 6:47 a.m. |
Created at: April 10, 2026, 5:07 a.m.