Triple
T13080688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balloch |
E310193
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object | Balloch railway station |
E633997
|
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: Balloch railway station | Statement: [Balloch, hasTransport, Balloch railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balloch railway station Context triple: [Balloch, hasTransport, Balloch railway station]
-
A.
Balloch railway station
chosen
Balloch railway station is a terminus rail station in West Dunbartonshire, Scotland, serving the town of Balloch at the southern end of Loch Lomond.
-
B.
Blantyre railway station
Blantyre railway station is a passenger rail station in Blantyre, South Lanarkshire, Scotland, providing local and regional train services.
-
C.
Banavie railway station
Banavie railway station is a small stop on the scenic West Highland Line in the Scottish Highlands, serving the village of Banavie near the Caledonian Canal and Neptune’s Staircase.
-
D.
Partickhill railway station
Partickhill railway station was a former suburban rail station in Glasgow, Scotland, that served the Partick area before being superseded by the modern Partick transport interchange.
-
E.
Partick railway station
Partick railway station is a major transport hub in Glasgow, Scotland, providing rail and subway connections and serving as a key interchange for the city’s west end.
- 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_69d806a733548190989cfd4ce981ca33 |
completed | April 9, 2026, 8:05 p.m. |
| NER | Named-entity recognition | batch_69d98119cb7081908b78ffe83ec99851 |
completed | April 10, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e272629c8190926dbc9df447b6c4 |
completed | May 3, 2026, 5:51 a.m. |
Created at: April 9, 2026, 9:01 p.m.