Triple
T11258494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sun City resort |
E266500
|
entity |
| Predicate | hasHotel |
P4287
|
FINISHED |
| Object |
Cascades Hotel
Cascades Hotel is a luxury resort hotel located within the Sun City complex in South Africa, known for its lush tropical gardens and cascading water features.
|
E914681
|
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: Cascades Hotel | Statement: [Sun City resort, hasHotel, Cascades Hotel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cascades Hotel Context triple: [Sun City resort, hasHotel, Cascades Hotel]
-
A.
Multnomah Falls Lodge
Multnomah Falls Lodge is a historic stone lodge and visitor center located at the base of Multnomah Falls in the Columbia River Gorge in Oregon, offering dining, amenities, and scenic views for tourists.
-
B.
Portland Hotel
The Portland Hotel was a grand late-19th-century luxury hotel in downtown Portland, Oregon, that once served as a prominent social and cultural hub before its demolition in the mid-20th century.
-
C.
Fairmont Hot Springs
Fairmont Hot Springs is a resort community in southeastern British Columbia, Canada, known for its natural mineral hot springs and proximity to outdoor recreation areas in the Columbia Valley.
-
D.
Occidental Hotel
The Occidental Hotel is a historic Western-style hotel and saloon in downtown Buffalo, Wyoming, known for its 19th-century charm and association with Old West figures.
-
E.
Many Glacier Hotel
Many Glacier Hotel is a historic Swiss chalet–style lodge in Glacier National Park, Montana, renowned for its dramatic lakeside setting amid rugged mountain scenery.
- 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: Cascades Hotel Triple: [Sun City resort, hasHotel, Cascades Hotel]
Generated description
Cascades Hotel is a luxury resort hotel located within the Sun City complex in South Africa, known for its lush tropical gardens and cascading water features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cascades Hotel Target entity description: Cascades Hotel is a luxury resort hotel located within the Sun City complex in South Africa, known for its lush tropical gardens and cascading water features.
-
A.
Multnomah Falls Lodge
Multnomah Falls Lodge is a historic stone lodge and visitor center located at the base of Multnomah Falls in the Columbia River Gorge in Oregon, offering dining, amenities, and scenic views for tourists.
-
B.
Portland Hotel
The Portland Hotel was a grand late-19th-century luxury hotel in downtown Portland, Oregon, that once served as a prominent social and cultural hub before its demolition in the mid-20th century.
-
C.
Fairmont Hot Springs
Fairmont Hot Springs is a resort community in southeastern British Columbia, Canada, known for its natural mineral hot springs and proximity to outdoor recreation areas in the Columbia Valley.
-
D.
Occidental Hotel
The Occidental Hotel is a historic Western-style hotel and saloon in downtown Buffalo, Wyoming, known for its 19th-century charm and association with Old West figures.
-
E.
Many Glacier Hotel
Many Glacier Hotel is a historic Swiss chalet–style lodge in Glacier National Park, Montana, renowned for its dramatic lakeside setting amid rugged mountain scenery.
- 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e936cb048190b4d6fb2851ef8932 |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4ccada158819080e49833e09f84a0 |
completed | April 19, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69e4d9ec9964819084bd7118e49c41a2 |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ddab4ef48190ab7f371da765c6c0 |
completed | April 19, 2026, 1:50 p.m. |
Created at: April 8, 2026, 9:31 p.m.