Triple
T6039817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Falkirk Grahamston railway station |
E134515
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | town of Falkirk |
E25093
|
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: town of Falkirk | Statement: [Falkirk Grahamston railway station, serves, town of Falkirk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: town of Falkirk Context triple: [Falkirk Grahamston railway station, serves, town of Falkirk]
-
A.
Stirling and Falkirk
Stirling and Falkirk is a lieutenancy area in central Scotland that encompasses the historic towns and surrounding regions of Stirling and Falkirk.
-
B.
Falkirk Council
Falkirk Council is the local government authority responsible for providing public services and administration in the Falkirk area of central Scotland.
-
C.
Falkirk
chosen
Falkirk is a historic town in central Scotland known for landmarks such as the Falkirk Wheel and the nearby Antonine Wall.
-
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.
Dumfries, Scotland
Dumfries, Scotland is a historic market town and former royal burgh in southwest Scotland, known as the "Queen of the South" and noted for its association with poet Robert Burns.
- 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_69c00875db5c819099dd5bb833ec43c2 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c056ce10cc8190817ade56570adc92 |
completed | March 22, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11393f4ec81909f175de55694b44e |
completed | March 23, 2026, 10:19 a.m. |
Created at: March 22, 2026, 4:08 p.m.