Triple
T4431398
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Clyde Line |
E95337
|
entity |
| Predicate | hasMajorStation |
P1071
|
FINISHED |
| Object | Balloch |
E310193
|
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 | Statement: [North Clyde Line, hasMajorStation, Balloch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balloch Context triple: [North Clyde Line, hasMajorStation, Balloch]
-
A.
Balloch
chosen
Balloch is a small Scottish village at the southern tip of Loch Lomond, known as a popular gateway to the national park and surrounding lochside scenery.
-
B.
Penicuik
Penicuik is a small Scottish town situated to the south of Edinburgh, known historically for its paper mills and proximity to the Pentland Hills.
-
C.
Ballantrae
Ballantrae is a small coastal village in South Ayrshire, Scotland, situated at the mouth of the River Stinchar on the Firth of Clyde.
-
D.
Kirkintilloch
Kirkintilloch is a town in East Dunbartonshire, Scotland, situated to the northeast of Glasgow and historically known for its role in textile manufacturing and as a hub on the Forth and Clyde Canal.
-
E.
Tillicoultry
Tillicoultry is a small town in central Scotland, situated at the foot of the Ochil Hills and historically known for its textile and woollen industries.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3556b71448190a3fab938853f8b87 |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c059b1c950819091ec6706fb06d2e6 |
completed | March 22, 2026, 9:05 p.m. |
Created at: March 12, 2026, 11:31 p.m.