Triple
T16864855
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Achnasheen |
E410011
|
entity |
| Predicate | liesOnRoute |
P6309
|
FINISHED |
| Object |
Inverness–Kyle of Lochalsh route
The Inverness–Kyle of Lochalsh route is a scenic railway line in the Scottish Highlands that runs from Inverness to the west coast village of Kyle of Lochalsh, passing through remote landscapes and small rural communities.
|
E1236536
|
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–Kyle of Lochalsh route | Statement: [Achnasheen, liesOnRoute, Inverness–Kyle of Lochalsh route]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inverness–Kyle of Lochalsh route Context triple: [Achnasheen, liesOnRoute, Inverness–Kyle of Lochalsh route]
-
A.
Caldervale Line
Caldervale Line is a railway route in Northern England that connects major cities such as Leeds, Bradford, and Manchester via the Calder Valley.
-
B.
Glasgow–Helensburgh route
The Glasgow–Helensburgh route is a suburban railway line in western Scotland that connects Glasgow with the coastal town of Helensburgh, serving communities along the north bank of the River Clyde.
-
C.
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.
-
D.
Edinburgh–Inverness line
The Edinburgh–Inverness line is a major Scottish railway route connecting the capital city Edinburgh with the Highland city of Inverness through central and northern Scotland.
-
E.
Glasgow–Fort William–Mallaig rail corridor
The Glasgow–Fort William–Mallaig rail corridor is a scenic railway route through the Scottish Highlands, linking Glasgow with Fort William and the coastal town of Mallaig.
- 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–Kyle of Lochalsh route Triple: [Achnasheen, liesOnRoute, Inverness–Kyle of Lochalsh route]
Generated description
The Inverness–Kyle of Lochalsh route is a scenic railway line in the Scottish Highlands that runs from Inverness to the west coast village of Kyle of Lochalsh, passing through remote landscapes and small rural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inverness–Kyle of Lochalsh route Target entity description: The Inverness–Kyle of Lochalsh route is a scenic railway line in the Scottish Highlands that runs from Inverness to the west coast village of Kyle of Lochalsh, passing through remote landscapes and small rural communities.
-
A.
Caldervale Line
Caldervale Line is a railway route in Northern England that connects major cities such as Leeds, Bradford, and Manchester via the Calder Valley.
-
B.
Glasgow–Helensburgh route
The Glasgow–Helensburgh route is a suburban railway line in western Scotland that connects Glasgow with the coastal town of Helensburgh, serving communities along the north bank of the River Clyde.
-
C.
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.
-
D.
Edinburgh–Inverness line
The Edinburgh–Inverness line is a major Scottish railway route connecting the capital city Edinburgh with the Highland city of Inverness through central and northern Scotland.
-
E.
Glasgow–Fort William–Mallaig rail corridor
The Glasgow–Fort William–Mallaig rail corridor is a scenic railway route through the Scottish Highlands, linking Glasgow with Fort William and the coastal town of Mallaig.
- 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_69d88395e6c88190b22730f335107c14 |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b506dd1c81909ab8006b6a1e2b7a |
completed | April 18, 2026, 4:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00bb294c0481908306e1f604cc7404 |
completed | May 10, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_6a00bbd9260c8190be29ee8cb3e05f2c |
completed | May 10, 2026, 5:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00bc66dbc08190bd569ed2b355c99d |
completed | May 10, 2026, 5:12 p.m. |
Created at: April 10, 2026, 5:24 a.m.