Triple
T22532270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MV Loch Seaforth (2014 ferry) |
E557067
|
entity |
| Predicate | route |
P5619
|
FINISHED |
| Object |
Ullapool–Stornoway
Ullapool–Stornoway is a key ferry route across The Minch linking the mainland village of Ullapool with the town of Stornoway on the Isle of Lewis in Scotland’s Outer Hebrides.
|
E1551469
|
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: Ullapool–Stornoway | Statement: [MV Loch Seaforth (2014 ferry), route, Ullapool–Stornoway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ullapool–Stornoway Context triple: [MV Loch Seaforth (2014 ferry), route, Ullapool–Stornoway]
-
A.
Stornoway
Stornoway is the main town and administrative center of Scotland’s Outer Hebrides, located on the Isle of Lewis.
-
B.
Portsoy
Portsoy is a historic coastal town in Aberdeenshire, northeastern Scotland, known for its old harbor, traditional stone architecture, and annual Scottish Traditional Boat Festival.
-
C.
Crail Harbour
Crail Harbour is a picturesque historic fishing harbour in the East Neuk of Fife, Scotland, known for its traditional stone cottages, working boats, and scenic coastal views.
-
D.
Oban
Oban is a coastal town in western Scotland known as a major ferry port and gateway to the Hebridean islands.
-
E.
Oban
Oban is a small coastal village that serves as the primary gateway and service hub for visitors to New Zealand’s remote Stewart Island / Rakiura.
- 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: Ullapool–Stornoway Triple: [MV Loch Seaforth (2014 ferry), route, Ullapool–Stornoway]
Generated description
Ullapool–Stornoway is a key ferry route across The Minch linking the mainland village of Ullapool with the town of Stornoway on the Isle of Lewis in Scotland’s Outer Hebrides.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ullapool–Stornoway Target entity description: Ullapool–Stornoway is a key ferry route across The Minch linking the mainland village of Ullapool with the town of Stornoway on the Isle of Lewis in Scotland’s Outer Hebrides.
-
A.
Stornoway
Stornoway is the main town and administrative center of Scotland’s Outer Hebrides, located on the Isle of Lewis.
-
B.
Portsoy
Portsoy is a historic coastal town in Aberdeenshire, northeastern Scotland, known for its old harbor, traditional stone architecture, and annual Scottish Traditional Boat Festival.
-
C.
Crail Harbour
Crail Harbour is a picturesque historic fishing harbour in the East Neuk of Fife, Scotland, known for its traditional stone cottages, working boats, and scenic coastal views.
-
D.
Oban
Oban is a coastal town in western Scotland known as a major ferry port and gateway to the Hebridean islands.
-
E.
Oban
Oban is a small coastal village that serves as the primary gateway and service hub for visitors to New Zealand’s remote Stewart Island / Rakiura.
- 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_69e11e57483c8190b0887c4f8ff26446 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15ed7625081908bdb6cebcda96712 |
completed | April 29, 2026, 1:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b8fafd1508190aeb4ea8322cee5ee |
completed | May 18, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_6a0b90eb442481909bac0fc11e3a50be |
completed | May 18, 2026, 10:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b9153b6f88190982da7a3ed3774ff |
completed | May 18, 2026, 10:23 p.m. |
Created at: April 16, 2026, 8:51 p.m.