Triple

T22507746
Position Surface form Disambiguated ID Type / Status
Subject Hoshino Resorts E556432 entity
Predicate brand P1500 FINISHED
Object KAI
KAI is a high-end Japanese hot spring ryokan brand operated by Hoshino Resorts, known for its contemporary design and strong focus on regional culture and cuisine.
 E1539990 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: KAI | Statement: [Hoshino Resorts, brand, KAI]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: KAI
Context triple: [Hoshino Resorts, brand, KAI]
  • A. KAI
    KAI is South Korea’s leading aerospace and defense company, known for developing and manufacturing military and civilian aircraft, helicopters, and space systems.
  • B. KAI Access
    KAI Access is the official mobile ticketing application of Indonesia’s national railway company, enabling users to search, book, and manage train journeys digitally.
  • C. KAI network
    KAI network is the national railway system of Indonesia operated by Kereta Api Indonesia, encompassing passenger and freight rail services across the country.
  • D. KAL
    KAL is the standard abbreviation used for the Kalamazoo Growlers baseball team.
  • E. KAL
    KAL is the ICAO airline designator used to identify Korean Air in international aviation operations.
  • 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: KAI
Triple: [Hoshino Resorts, brand, KAI]
Generated description
KAI is a high-end Japanese hot spring ryokan brand operated by Hoshino Resorts, known for its contemporary design and strong focus on regional culture and cuisine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: KAI
Target entity description: KAI is a high-end Japanese hot spring ryokan brand operated by Hoshino Resorts, known for its contemporary design and strong focus on regional culture and cuisine.
  • A. KAI
    KAI is South Korea’s leading aerospace and defense company, known for developing and manufacturing military and civilian aircraft, helicopters, and space systems.
  • B. KAI Access
    KAI Access is the official mobile ticketing application of Indonesia’s national railway company, enabling users to search, book, and manage train journeys digitally.
  • C. KAI network
    KAI network is the national railway system of Indonesia operated by Kereta Api Indonesia, encompassing passenger and freight rail services across the country.
  • D. KAL
    KAL is the standard abbreviation used for the Kalamazoo Growlers baseball team.
  • E. KAL
    KAL is the ICAO airline designator used to identify Korean Air in international aviation operations.
  • 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_69e11e555edc81909ca803587dafd747 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15d5dec7c8190bf71ef76a2dfe9a4 completed April 29, 2026, 1:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b17eb056c81908f1617c01c490d1b completed May 18, 2026, 1:45 p.m.
NEDg Description generation batch_6a0b187392188190912568c024737542 completed May 18, 2026, 1:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0b1901e4d481909f831b88714bbe24 completed May 18, 2026, 1:49 p.m.
Created at: April 16, 2026, 8:50 p.m.