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.