Triple
T23068786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loch Achray |
E575131
|
entity |
| Predicate | hasNearby |
P350
|
FINISHED |
| Object |
Loch Achray Hotel
Loch Achray Hotel is a historic lakeside hotel in the Trossachs area of Scotland, popular with visitors for its scenic views and access to outdoor activities.
|
E1568465
|
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: Loch Achray Hotel | Statement: [Loch Achray, hasNearby, Loch Achray Hotel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loch Achray Hotel Context triple: [Loch Achray, hasNearby, Loch Achray Hotel]
-
A.
Inversnaid Hotel
Inversnaid Hotel is a historic Scottish hotel on the eastern shore of Loch Lomond, popular with walkers on the West Highland Way and visitors seeking scenic Highland landscapes.
-
B.
Crinan Hotel
Crinan Hotel is a historic waterfront hotel in the village of Crinan on Scotland’s west coast, known for its scenic canal and sea views and traditional Highland hospitality.
-
C.
Loch Ossian Youth Hostel
Loch Ossian Youth Hostel is a remote, eco-friendly hostel in the Scottish Highlands, popular with walkers and cyclists for its scenic lochside setting near Corrour.
-
D.
Crieff Hydro Hotel
Crieff Hydro Hotel is a historic Victorian spa and leisure resort in Crieff, Scotland, known for its extensive family-friendly facilities and scenic Highland Perthshire setting.
-
E.
Highlands Hotel
Highlands Hotel is a major resort accommodation located within the Genting Highlands entertainment and leisure complex in Malaysia.
- 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: Loch Achray Hotel Triple: [Loch Achray, hasNearby, Loch Achray Hotel]
Generated description
Loch Achray Hotel is a historic lakeside hotel in the Trossachs area of Scotland, popular with visitors for its scenic views and access to outdoor activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loch Achray Hotel Target entity description: Loch Achray Hotel is a historic lakeside hotel in the Trossachs area of Scotland, popular with visitors for its scenic views and access to outdoor activities.
-
A.
Inversnaid Hotel
Inversnaid Hotel is a historic Scottish hotel on the eastern shore of Loch Lomond, popular with walkers on the West Highland Way and visitors seeking scenic Highland landscapes.
-
B.
Crinan Hotel
Crinan Hotel is a historic waterfront hotel in the village of Crinan on Scotland’s west coast, known for its scenic canal and sea views and traditional Highland hospitality.
-
C.
Loch Ossian Youth Hostel
Loch Ossian Youth Hostel is a remote, eco-friendly hostel in the Scottish Highlands, popular with walkers and cyclists for its scenic lochside setting near Corrour.
-
D.
Crieff Hydro Hotel
Crieff Hydro Hotel is a historic Victorian spa and leisure resort in Crieff, Scotland, known for its extensive family-friendly facilities and scenic Highland Perthshire setting.
-
E.
Highlands Hotel
Highlands Hotel is a major resort accommodation located within the Genting Highlands entertainment and leisure complex in Malaysia.
- 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_69e245bd6e4c8190bb8942245b68cad5 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f189a5aa4081909b3f0dc92877323d |
completed | April 29, 2026, 4:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c0aef03e08190884fa1ba9a92baf7 |
completed | May 19, 2026, 7:02 a.m. |
| NEDg | Description generation | batch_6a0c0e82010c8190b97e9f69ab6ba138 |
completed | May 19, 2026, 7:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c0ef4f6848190b149aef73c970283 |
completed | May 19, 2026, 7:19 a.m. |
Created at: April 17, 2026, 3:55 p.m.