Triple
T16331025
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ScotRail Highland routes |
E396549
|
entity |
| Predicate | connectsCommunity |
P12608
|
FINISHED |
| Object | Thurso |
E357446
|
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: Thurso | Statement: [ScotRail Highland routes, connectsCommunity, Thurso]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thurso Context triple: [ScotRail Highland routes, connectsCommunity, Thurso]
-
A.
Thurso
Thurso is a small town in western Quebec, Canada, situated along the Ottawa River and known historically for its lumber and paper industries.
-
B.
Thurso
chosen
Thurso is a coastal town in the far north of Scotland, known as a gateway to the Highlands and a popular spot for surfing and access to the Orkney Islands.
-
C.
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.
-
D.
Oban
Oban is a coastal town in western Scotland known as a major ferry port and gateway to the Hebridean islands.
-
E.
Scrabster
Scrabster is a small port village on the north coast of Scotland, known as a key ferry terminal linking mainland Scotland with the Orkney Islands.
- 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_69d87f255b788190a400eba031dd85d8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2c4dfd9688190a749e48ebc055baf |
completed | April 17, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002da915ac8190820acbe0db72c8a1 |
completed | May 10, 2026, 7:03 a.m. |
Created at: April 10, 2026, 5:07 a.m.