Triple
T15692136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Highland Line branch to Oban |
E380356
|
entity |
| Predicate | touristDestinationServed |
P71264
|
FINISHED |
| Object | Oban |
E78248
|
NE FINISHED |
How this triple was built (3 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: Oban | Statement: [West Highland Line branch to Oban, touristDestinationServed, Oban]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oban Context triple: [West Highland Line branch to Oban, touristDestinationServed, Oban]
-
A.
Oban
chosen
Oban is a coastal town in western Scotland known as a major ferry port and gateway to the Hebridean islands.
-
B.
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.
-
C.
Gairloch
Gairloch is a coastal village and popular tourist destination on the northwest Highlands of Scotland, known for its scenic sea loch, beaches, and surrounding mountain landscapes.
-
D.
Lochgilphead
Lochgilphead is a small town in Argyll and Bute on the west coast of Scotland, serving as an administrative and service hub for the surrounding rural area.
-
E.
Stornoway
Stornoway is the main town and administrative center of Scotland’s Outer Hebrides, located on the Isle of Lewis.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: touristDestinationServed Context triple: [West Highland Line branch to Oban, touristDestinationServed, Oban]
-
A.
isTouristDestination
Indicates that a place is recognized as a location people commonly visit for leisure, sightseeing, or travel.
-
B.
isResortDestinationFor
Indicates that a place serves as a resort destination specifically intended for or frequented by a particular person, group, or entity.
-
C.
areMajorTouristDestinations
Indicates that the referenced places are widely recognized and frequently visited as primary tourist destinations.
-
D.
connectsToTouristRegion
chosen
Indicates that one entity has a direct linkage or association to a tourist region, such as through location, access, or service provision.
-
E.
hasTourismFunction
Indicates that an entity serves a role or purpose related to tourism, such as attracting, accommodating, or providing services to tourists.
- F. None of above.
Provenance (4 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_69d86d99e860819094b6957cde470f2c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b4d6b5788190883746ee82c799f5 |
completed | April 16, 2026, 10:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff997e13e4819080a39f59172ab99c |
completed | May 9, 2026, 8:30 p.m. |
| PD | Predicate disambiguation | batch_69e0051d639481909a10614e8f83e659 |
completed | April 15, 2026, 9:37 p.m. |
Created at: April 10, 2026, 4:44 a.m.