Triple
T16864521
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bridge of Orchy |
E410004
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Bridge of Orchy railway station
Bridge of Orchy railway station is a rural stop on the West Highland Line in Argyll and Bute, Scotland, serving the small village of Bridge of Orchy and nearby outdoor recreation areas.
|
E1236871
|
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: Bridge of Orchy railway station | Statement: [Bridge of Orchy, hasTransport, Bridge of Orchy railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bridge of Orchy railway station Context triple: [Bridge of Orchy, hasTransport, Bridge of Orchy railway station]
-
A.
Gorebridge railway station
Gorebridge railway station is a stop on the Borders Railway in Midlothian, Scotland, serving the village of Gorebridge with rail connections to Edinburgh and the Scottish Borders.
-
B.
Spean Bridge railway station
Spean Bridge railway station is a rural stop on the West Highland Line in the Scottish Highlands, serving the village of Spean Bridge and acting as a gateway to nearby outdoor and mountain areas.
-
C.
Banchory railway station
Banchory railway station was a disused railway station that once served the town of Banchory in Aberdeenshire, Scotland, on the former Deeside Railway line.
-
D.
Stobcross railway station
Stobcross railway station was a former railway station in Glasgow, Scotland, that served the industrial and docklands area before later being replaced and renamed as Exhibition Centre railway station.
-
E.
Milngavie railway station
Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
- 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: Bridge of Orchy railway station Triple: [Bridge of Orchy, hasTransport, Bridge of Orchy railway station]
Generated description
Bridge of Orchy railway station is a rural stop on the West Highland Line in Argyll and Bute, Scotland, serving the small village of Bridge of Orchy and nearby outdoor recreation areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bridge of Orchy railway station Target entity description: Bridge of Orchy railway station is a rural stop on the West Highland Line in Argyll and Bute, Scotland, serving the small village of Bridge of Orchy and nearby outdoor recreation areas.
-
A.
Gorebridge railway station
Gorebridge railway station is a stop on the Borders Railway in Midlothian, Scotland, serving the village of Gorebridge with rail connections to Edinburgh and the Scottish Borders.
-
B.
Spean Bridge railway station
Spean Bridge railway station is a rural stop on the West Highland Line in the Scottish Highlands, serving the village of Spean Bridge and acting as a gateway to nearby outdoor and mountain areas.
-
C.
Banchory railway station
Banchory railway station was a disused railway station that once served the town of Banchory in Aberdeenshire, Scotland, on the former Deeside Railway line.
-
D.
Stobcross railway station
Stobcross railway station was a former railway station in Glasgow, Scotland, that served the industrial and docklands area before later being replaced and renamed as Exhibition Centre railway station.
-
E.
Milngavie railway station
Milngavie railway station is a suburban rail station in East Dunbartonshire, Scotland, serving the town of Milngavie and providing commuter links into Glasgow.
- 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_69d88395e6c88190b22730f335107c14 |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b505a390819097ec31cd210eca60 |
completed | April 18, 2026, 4:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00bb294c0481908306e1f604cc7404 |
completed | May 10, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_6a00bbd9260c8190be29ee8cb3e05f2c |
completed | May 10, 2026, 5:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00bc633abc8190a86808986ba294ec |
completed | May 10, 2026, 5:12 p.m. |
Created at: April 10, 2026, 5:24 a.m.