Triple

T18761615
Position Surface form Disambiguated ID Type / Status
Subject Hanjin Group E458781 entity
Predicate owns P347 FINISHED
Object KAL Hotel Network
KAL Hotel Network is a South Korean hotel chain affiliated with the Hanjin Group, operating business and resort hotels in key domestic and international locations.
 E1342130 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: KAL Hotel Network | Statement: [Hanjin Group, owns, KAL Hotel Network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: KAL Hotel Network
Context triple: [Hanjin Group, owns, KAL Hotel Network]
  • A. Keihan Hotels & Resorts
    Keihan Hotels & Resorts is a Japanese hotel and hospitality company operating a portfolio of properties primarily in the Kansai region, including Kyoto and Osaka.
  • B. Tokyu Hotels
    Tokyu Hotels is a Japanese hotel chain operating a range of business and upscale properties across Japan and select international locations.
  • C. Homa Hotel Group
    Homa Hotel Group is an Iranian state-affiliated hotel chain operating a network of major hotels across key cities in Iran.
  • D. Hankyu Hanshin Hotels Co., Ltd.
    Hankyu Hanshin Hotels Co., Ltd. is a Japanese hotel operating company that manages a portfolio of urban, luxury, and business hotels primarily in the Kansai region and other major cities in Japan.
  • E. NH Hotel Group
    NH Hotel Group is a multinational hotel chain headquartered in Spain, operating a wide portfolio of urban and business hotels across Europe and other regions.
  • 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: KAL Hotel Network
Triple: [Hanjin Group, owns, KAL Hotel Network]
Generated description
KAL Hotel Network is a South Korean hotel chain affiliated with the Hanjin Group, operating business and resort hotels in key domestic and international locations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: KAL Hotel Network
Target entity description: KAL Hotel Network is a South Korean hotel chain affiliated with the Hanjin Group, operating business and resort hotels in key domestic and international locations.
  • A. Keihan Hotels & Resorts
    Keihan Hotels & Resorts is a Japanese hotel and hospitality company operating a portfolio of properties primarily in the Kansai region, including Kyoto and Osaka.
  • B. Tokyu Hotels
    Tokyu Hotels is a Japanese hotel chain operating a range of business and upscale properties across Japan and select international locations.
  • C. Homa Hotel Group
    Homa Hotel Group is an Iranian state-affiliated hotel chain operating a network of major hotels across key cities in Iran.
  • D. Hankyu Hanshin Hotels Co., Ltd.
    Hankyu Hanshin Hotels Co., Ltd. is a Japanese hotel operating company that manages a portfolio of urban, luxury, and business hotels primarily in the Kansai region and other major cities in Japan.
  • E. NH Hotel Group
    NH Hotel Group is a multinational hotel chain headquartered in Spain, operating a wide portfolio of urban and business hotels across Europe and other regions.
  • 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_69d8d395dba0819087568404508590cb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e58d7fd5008190823bc7e37fdd6669 completed April 20, 2026, 2:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d3e4f048190b72ec4ed1dec6c55 completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053f3c45308190a87170c5d54ff3cd completed May 14, 2026, 3:19 a.m.
NED2 Entity disambiguation (via description) batch_6a053fd358a08190a1cd97c02f0e814e completed May 14, 2026, 3:21 a.m.
Created at: April 10, 2026, 11:52 a.m.