Triple
T21297328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loch Langass |
E524957
|
entity |
| Predicate | hasNearbyAccommodation |
P5648
|
FINISHED |
| Object | Langass Lodge hotel |
—
|
NE NERFINISHED |
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: Langass Lodge hotel | Statement: [Loch Langass, hasNearbyAccommodation, Langass Lodge hotel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langass Lodge hotel Context triple: [Loch Langass, hasNearbyAccommodation, Langass Lodge hotel]
-
A.
Langass Lodge
chosen
Langass Lodge is a country hotel and restaurant on North Uist in Scotland’s Outer Hebrides, popular with visitors for its scenic setting and access to local wildlife and walking routes.
-
B.
Sunway Resort Hotel
Sunway Resort Hotel is a prominent luxury hotel located within the integrated Sunway City development in Selangor, Malaysia, known for its resort-style amenities and proximity to Sunway Lagoon and Sunway Pyramid.
-
C.
Borneo Rainforest Lodge
Borneo Rainforest Lodge is an upscale eco-lodge deep in Sabah’s Danum Valley rainforest, renowned for its wildlife-rich surroundings and immersive jungle experience.
-
D.
Bunga Raya Island Resort
Bunga Raya Island Resort is a secluded luxury beachfront resort on Gaya Island in Sabah, Malaysia, known for its overwater villas, lush rainforest setting, and access to coral reefs.
-
E.
Gaya Island Resort
Gaya Island Resort is a luxury beachfront retreat in Sabah, Malaysia, known for its overwater villas, lush rainforest setting, and access to coral reefs within Tunku Abdul Rahman Marine Park.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0b517e6748190850d6f6ddf323d69 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7385968308190bc9fe5c2bd4598e6 |
completed | April 21, 2026, 8:42 a.m. |
Created at: April 16, 2026, 4:04 p.m.