Triple
T13080686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balloch |
E310193
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Loch Lomond Shores
Loch Lomond Shores is a popular waterfront shopping, leisure, and visitor complex on the banks of Loch Lomond, offering retail outlets, dining, and outdoor activities.
|
E1020587
|
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 Lomond Shores | Statement: [Balloch, hasAttraction, Loch Lomond Shores]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loch Lomond Shores Context triple: [Balloch, hasAttraction, Loch Lomond Shores]
-
A.
Loch Lomondside
Loch Lomondside is a scenic cultural region in western Scotland centered around the shores and landscapes of Loch Lomond, known for its natural beauty and outdoor recreation.
-
B.
Inversnaid
Inversnaid is a small, remote settlement on the eastern shore of Loch Lomond in Scotland, known for its scenic waterfall, hotel, and position on the West Highland Way walking route.
-
C.
Loch Promenade
Loch Promenade is a seafront walkway and road in Douglas on the Isle of Man, lined with hotels and leisure facilities overlooking the bay.
-
D.
Langside
Langside is a district in Glasgow, Scotland, best known as the site of the 1568 Battle of Langside, a decisive defeat for Mary, Queen of Scots, during the Marian civil war.
-
E.
Glenorchy
Glenorchy is a historic Scottish district in Argyll, closely associated with Clan Campbell and known for its rugged Highland landscapes and lochs.
- 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 Lomond Shores Triple: [Balloch, hasAttraction, Loch Lomond Shores]
Generated description
Loch Lomond Shores is a popular waterfront shopping, leisure, and visitor complex on the banks of Loch Lomond, offering retail outlets, dining, and outdoor activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loch Lomond Shores Target entity description: Loch Lomond Shores is a popular waterfront shopping, leisure, and visitor complex on the banks of Loch Lomond, offering retail outlets, dining, and outdoor activities.
-
A.
Loch Lomondside
Loch Lomondside is a scenic cultural region in western Scotland centered around the shores and landscapes of Loch Lomond, known for its natural beauty and outdoor recreation.
-
B.
Inversnaid
Inversnaid is a small, remote settlement on the eastern shore of Loch Lomond in Scotland, known for its scenic waterfall, hotel, and position on the West Highland Way walking route.
-
C.
Loch Promenade
Loch Promenade is a seafront walkway and road in Douglas on the Isle of Man, lined with hotels and leisure facilities overlooking the bay.
-
D.
Langside
Langside is a district in Glasgow, Scotland, best known as the site of the 1568 Battle of Langside, a decisive defeat for Mary, Queen of Scots, during the Marian civil war.
-
E.
Glenorchy
Glenorchy is a historic Scottish district in Argyll, closely associated with Clan Campbell and known for its rugged Highland landscapes and lochs.
- 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_69d806a733548190989cfd4ce981ca33 |
completed | April 9, 2026, 8:05 p.m. |
| NER | Named-entity recognition | batch_69d98119cb7081908b78ffe83ec99851 |
completed | April 10, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d60c603881909dff49f4356042b5 |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6d86562f88190afd1fe49c4632e09 |
completed | May 3, 2026, 5:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6d9486d748190bc5e2927bc36993e |
completed | May 3, 2026, 5:12 a.m. |
Created at: April 9, 2026, 9:01 p.m.