Triple
T15646776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dornoch Firth Bridge |
E376198
|
entity |
| Predicate | onRoute |
P5619
|
FINISHED |
| Object |
Inverness–Thurso road corridor
The Inverness–Thurso road corridor is a key transport route in the Scottish Highlands linking the city of Inverness with the northern town of Thurso, serving as a major artery for regional travel and commerce.
|
E1169352
|
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: Inverness–Thurso road corridor | Statement: [Dornoch Firth Bridge, onRoute, Inverness–Thurso road corridor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inverness–Thurso road corridor Context triple: [Dornoch Firth Bridge, onRoute, Inverness–Thurso road corridor]
-
A.
Aberdeen Western Peripheral Route
The Aberdeen Western Peripheral Route is a major bypass and ring road around Aberdeen, Scotland, designed to reduce congestion and improve traffic flow on key routes in the region.
-
B.
A859 Tarbert–Stornoway road
The A859 Tarbert–Stornoway road is a key arterial route on the Isle of Lewis and Harris in Scotland, connecting the ferry port of Tarbert with the island’s main town, Stornoway.
-
C.
Aberdeenshire coastal route
The Aberdeenshire coastal route is a scenic driving and walking trail along northeast Scotland’s coastline, known for its dramatic cliffs, historic castles, and picturesque fishing villages.
-
D.
Antrim Coast Road
Antrim Coast Road is a scenic coastal route in Northern Ireland renowned for its dramatic sea views, cliffs, and access to popular attractions along the Antrim Coast.
-
E.
Great Glen Way
The Great Glen Way is a long-distance walking and cycling trail in the Scottish Highlands that runs between Fort William and Inverness, following the natural fault line of the Great Glen.
- 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: Inverness–Thurso road corridor Triple: [Dornoch Firth Bridge, onRoute, Inverness–Thurso road corridor]
Generated description
The Inverness–Thurso road corridor is a key transport route in the Scottish Highlands linking the city of Inverness with the northern town of Thurso, serving as a major artery for regional travel and commerce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inverness–Thurso road corridor Target entity description: The Inverness–Thurso road corridor is a key transport route in the Scottish Highlands linking the city of Inverness with the northern town of Thurso, serving as a major artery for regional travel and commerce.
-
A.
Aberdeen Western Peripheral Route
The Aberdeen Western Peripheral Route is a major bypass and ring road around Aberdeen, Scotland, designed to reduce congestion and improve traffic flow on key routes in the region.
-
B.
A859 Tarbert–Stornoway road
The A859 Tarbert–Stornoway road is a key arterial route on the Isle of Lewis and Harris in Scotland, connecting the ferry port of Tarbert with the island’s main town, Stornoway.
-
C.
Aberdeenshire coastal route
The Aberdeenshire coastal route is a scenic driving and walking trail along northeast Scotland’s coastline, known for its dramatic cliffs, historic castles, and picturesque fishing villages.
-
D.
Antrim Coast Road
Antrim Coast Road is a scenic coastal route in Northern Ireland renowned for its dramatic sea views, cliffs, and access to popular attractions along the Antrim Coast.
-
E.
Great Glen Way
The Great Glen Way is a long-distance walking and cycling trail in the Scottish Highlands that runs between Fort William and Inverness, following the natural fault line of the Great Glen.
- 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_69d85cd1564c8190991adda63bfab4b0 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04ed5b8b081908d7127964eed3b09 |
completed | April 16, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff67936e388190913c9060194e5b53 |
completed | May 9, 2026, 4:57 p.m. |
| NEDg | Description generation | batch_69ff6883b5048190b64e4361bc89dd80 |
completed | May 9, 2026, 5:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff6911a76c819088c8a86d2106b6c6 |
completed | May 9, 2026, 5:04 p.m. |
Created at: April 10, 2026, 4:15 a.m.