Triple
T4730983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stirling–Alloa–Kincardine line |
E105005
|
entity |
| Predicate | connects |
P390
|
FINISHED |
| Object | Firth of Forth area |
E83845
|
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: Firth of Forth area | Statement: [Stirling–Alloa–Kincardine line, connects, Firth of Forth area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Firth of Forth area Context triple: [Stirling–Alloa–Kincardine line, connects, Firth of Forth area]
-
A.
Firth of Forth region
chosen
The Firth of Forth region is a coastal area in eastern Scotland centered on the Firth of Forth estuary, encompassing towns, ports, and industrial sites along its shores.
-
B.
Moray Firth Basin
The Moray Firth Basin is a major sedimentary basin in northeastern Scotland and adjacent North Sea waters, known for its thick Devonian and younger deposits and its importance in regional geology and hydrocarbon exploration.
-
C.
Bay of Firth and Kirkwall area
The Bay of Firth and Kirkwall area is a coastal region on Orkney’s Mainland centered on the sheltered Bay of Firth and the town of Kirkwall, the islands’ main settlement and administrative hub.
-
D.
Firth of Forth coastline
The Firth of Forth coastline is the varied shorefront along the Firth of Forth estuary in eastern Scotland, featuring towns, beaches, harbors, and industrial sites between Edinburgh and the North Sea.
-
E.
Firth and Harray area
The Firth and Harray area is a region on Orkney Mainland in Scotland, known for its gently rolling landscape and coastal scenery around the Bay of Firth and the Loch of Harray.
- 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_69bd43ee52048190b81a4f066534ffb3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64629bc081908754aa8a2630091f |
completed | March 20, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10a9386c81908557fe4feb190e8a |
completed | March 21, 2026, 3:29 a.m. |
Created at: March 20, 2026, 1:19 p.m.