Triple
T5578899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hualālai |
E146590
|
entity |
| Predicate | hasResortDevelopment |
P4287
|
FINISHED |
| Object |
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.
|
E531821
|
NE FINISHED |
How this triple was built (5 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 Hualālai | Statement: [Hualālai, hasResortDevelopment, Four Seasons Resort Hualālai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Four Seasons Resort Hualālai Context triple: [Hualālai, hasResortDevelopment, Four Seasons Resort Hualālai]
-
A.
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.
-
B.
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.
-
C.
Grand Wailea Resort
Grand Wailea Resort is a luxury beachfront resort in Wailea, Maui, known for its expansive pools, upscale accommodations, and oceanfront amenities.
-
D.
Hilton Hawaiian Village
Hilton Hawaiian Village is a large oceanfront resort complex in Waikiki, Honolulu, known for its multiple towers, extensive amenities, and family-friendly beachfront setting.
-
E.
Kapalua Resort
Kapalua Resort is a luxury coastal resort area on Maui, Hawaii, known for its upscale accommodations, championship golf courses, and scenic beaches.
- 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 Hualālai Triple: [Hualālai, hasResortDevelopment, Four Seasons Resort Hualālai]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Four Seasons Resort Hualālai Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Grand Wailea Resort
Grand Wailea Resort is a luxury beachfront resort in Wailea, Maui, known for its expansive pools, upscale accommodations, and oceanfront amenities.
-
D.
Hilton Hawaiian Village
Hilton Hawaiian Village is a large oceanfront resort complex in Waikiki, Honolulu, known for its multiple towers, extensive amenities, and family-friendly beachfront setting.
-
E.
Kapalua Resort
Kapalua Resort is a luxury coastal resort area on Maui, Hawaii, known for its upscale accommodations, championship golf courses, and scenic beaches.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasResortDevelopment Context triple: [Hualālai, hasResortDevelopment, Four Seasons Resort Hualālai]
-
A.
developedAsResortDuring
Indicates that a place was developed or transformed into a resort during a specified time period.
-
B.
hasResortHotel
chosen
Indicates that one entity owns, includes, or is associated with a resort hotel as part of its facilities or offerings.
-
C.
isResortTown
Indicates that a town functions primarily as a resort destination, typically focused on tourism, leisure, and vacation activities.
-
D.
hasPopularResort
Indicates that a location or area contains or is associated with a resort that is widely visited or well-liked.
-
E.
isResortCityOn
Indicates that a city, characterized as a resort destination, is located on or directly adjacent to a specified geographic feature (such as a coast, lake, or mountain range).
- F. None of above.
Provenance (6 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_69c0090287a08190b4098411effe970c |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c0206bfea08190aa2c8df9f88013ac |
completed | March 22, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c02858a2388190a1e8c3efce8b066d |
completed | March 22, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69c03d15e8d48190b08d0903621fbdcb |
completed | March 22, 2026, 7:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c03daa883c8190a787c40965408132 |
completed | March 22, 2026, 7:06 p.m. |
| PD | Predicate disambiguation | batch_69c01b147cc081909237f3f2967d4cb8 |
completed | March 22, 2026, 4:38 p.m. |
Created at: March 22, 2026, 3:37 p.m.