Triple

T15816181
Position Surface form Disambiguated ID Type / Status
Subject Wailea E383482 entity
Predicate hasResort P4287 FINISHED
Object Wailea Beach Resort – Marriott, Maui
Wailea Beach Resort – Marriott, Maui is an upscale oceanfront resort in Wailea, Maui, known for its luxury accommodations, multiple pools, and direct access to scenic beaches and coastal paths.
E1178394 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: Wailea Beach Resort – Marriott, Maui | Statement: [Wailea, hasResort, Wailea Beach Resort – Marriott, Maui]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wailea Beach Resort – Marriott, Maui
Context triple: [Wailea, hasResort, Wailea Beach Resort – Marriott, Maui]
  • 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. Grand Wailea Resort
    Grand Wailea Resort is a luxury beachfront resort in Wailea, Maui, known for its expansive pools, upscale accommodations, and oceanfront amenities.
  • C. Kapalua Resort
    Kapalua Resort is a luxury coastal resort area on Maui, Hawaii, known for its upscale accommodations, championship golf courses, and scenic beaches.
  • D. Ko Olina Resort
    Ko Olina Resort is a master-planned oceanfront vacation and residential destination on Oahu known for its luxury hotels, man-made lagoons, and family-friendly amenities.
  • E. The Ritz-Carlton Maui Kapalua
    The Ritz-Carlton Maui Kapalua is a luxury oceanfront resort hotel on Maui known for its upscale amenities, championship golf, and scenic setting on Hawaii’s northwest coast.
  • 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: Wailea Beach Resort – Marriott, Maui
Triple: [Wailea, hasResort, Wailea Beach Resort – Marriott, Maui]
Generated description
Wailea Beach Resort – Marriott, Maui is an upscale oceanfront resort in Wailea, Maui, known for its luxury accommodations, multiple pools, and direct access to scenic beaches and coastal paths.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wailea Beach Resort – Marriott, Maui
Target entity description: Wailea Beach Resort – Marriott, Maui is an upscale oceanfront resort in Wailea, Maui, known for its luxury accommodations, multiple pools, and direct access to scenic beaches and coastal paths.
  • 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. Grand Wailea Resort
    Grand Wailea Resort is a luxury beachfront resort in Wailea, Maui, known for its expansive pools, upscale accommodations, and oceanfront amenities.
  • C. Kapalua Resort
    Kapalua Resort is a luxury coastal resort area on Maui, Hawaii, known for its upscale accommodations, championship golf courses, and scenic beaches.
  • D. Ko Olina Resort
    Ko Olina Resort is a master-planned oceanfront vacation and residential destination on Oahu known for its luxury hotels, man-made lagoons, and family-friendly amenities.
  • E. The Ritz-Carlton Maui Kapalua
    The Ritz-Carlton Maui Kapalua is a luxury oceanfront resort hotel on Maui known for its upscale amenities, championship golf, and scenic setting on Hawaii’s northwest coast.
  • 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_69d86da2858c819090cc8481e7207b6e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0c4a306a48190840adc49df2c26c5 completed April 16, 2026, 11:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff99959f048190ae24a072387ec233 completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9ad6b29081909ff2abb2c4d866a4 completed May 9, 2026, 8:36 p.m.
NED2 Entity disambiguation (via description) batch_69ff9b443280819088dbf18f7c57406b completed May 9, 2026, 8:38 p.m.
Created at: April 10, 2026, 4:49 a.m.