Triple
T6719319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montecito |
E153354
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object |
Four Seasons Resort The Biltmore Santa Barbara
Four Seasons Resort The Biltmore Santa Barbara is a historic luxury oceanfront resort in Montecito, California, known for its Spanish Colonial Revival architecture, lush gardens, and views of the Pacific.
|
E613954
|
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: Four Seasons Resort The Biltmore Santa Barbara | Statement: [Montecito, hasLandmark, Four Seasons Resort The Biltmore Santa Barbara]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Four Seasons Resort The Biltmore Santa Barbara Context triple: [Montecito, hasLandmark, Four Seasons Resort The Biltmore Santa Barbara]
-
A.
Four Seasons Resort Lānaʻi
Four Seasons Resort Lānaʻi is a luxury oceanfront resort on the Hawaiian island of Lānaʻi known for its upscale accommodations, fine dining, and world-class golf and outdoor activities.
-
B.
Four Seasons Resort Hualālai
Four Seasons Resort Hualālai is a luxury oceanfront resort on the Kona-Kohala coast of Hawaii’s Big Island, known for its upscale accommodations, golf course, and integration with the island’s natural lava-rock landscape.
-
C.
Four Seasons Resort Maui at Wailea
Four Seasons Resort Maui at Wailea is a luxury oceanfront resort on Maui’s southwest coast, known for its upscale accommodations, fine dining, and access to world-class beaches and amenities.
-
D.
Four Seasons Hotels and Resorts
Four Seasons Hotels and Resorts is a global luxury hospitality company known for its high-end hotels, resorts, and exceptional service standards worldwide.
-
E.
Four Seasons Resort Bali at Sayan
Four Seasons Resort Bali at Sayan is a luxury riverside retreat in Ubud, Bali, renowned for its lush jungle setting, elevated rooftop lotus pond, and immersive Balinese cultural experiences.
- 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: Four Seasons Resort The Biltmore Santa Barbara Triple: [Montecito, hasLandmark, Four Seasons Resort The Biltmore Santa Barbara]
Generated description
Four Seasons Resort The Biltmore Santa Barbara is a historic luxury oceanfront resort in Montecito, California, known for its Spanish Colonial Revival architecture, lush gardens, and views of the Pacific.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Four Seasons Resort The Biltmore Santa Barbara Target entity description: Four Seasons Resort The Biltmore Santa Barbara is a historic luxury oceanfront resort in Montecito, California, known for its Spanish Colonial Revival architecture, lush gardens, and views of the Pacific.
-
A.
Four Seasons Resort Lānaʻi
Four Seasons Resort Lānaʻi is a luxury oceanfront resort on the Hawaiian island of Lānaʻi known for its upscale accommodations, fine dining, and world-class golf and outdoor activities.
-
B.
Four Seasons Resort Hualālai
Four Seasons Resort Hualālai is a luxury oceanfront resort on the Kona-Kohala coast of Hawaii’s Big Island, known for its upscale accommodations, golf course, and integration with the island’s natural lava-rock landscape.
-
C.
Four Seasons Resort Maui at Wailea
Four Seasons Resort Maui at Wailea is a luxury oceanfront resort on Maui’s southwest coast, known for its upscale accommodations, fine dining, and access to world-class beaches and amenities.
-
D.
Four Seasons Hotels and Resorts
Four Seasons Hotels and Resorts is a global luxury hospitality company known for its high-end hotels, resorts, and exceptional service standards worldwide.
-
E.
Four Seasons Resort Bali at Sayan
Four Seasons Resort Bali at Sayan is a luxury riverside retreat in Ubud, Bali, renowned for its lush jungle setting, elevated rooftop lotus pond, and immersive Balinese cultural experiences.
- 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_69c68809b4608190a2509ddb5ab87f05 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d135d27c819088c45839ad0e7bab |
completed | March 27, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7009f1e208190891c4542a6c613ac |
completed | March 27, 2026, 10:11 p.m. |
| NEDg | Description generation | batch_69c7048843e081908b70942a91a390fe |
completed | March 27, 2026, 10:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c705240f54819094e8715ffd66b352 |
completed | March 27, 2026, 10:31 p.m. |
Created at: March 27, 2026, 2:07 p.m.