Triple
T18761633
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanjin Group |
E458781
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Hanjin Travel
Hanjin Travel is a South Korean travel agency and tour operator known for providing domestic and international travel services, including package tours, airline ticketing, and corporate travel management.
|
E1342133
|
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: Hanjin Travel | Statement: [Hanjin Group, hasSubsidiary, Hanjin Travel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanjin Travel Context triple: [Hanjin Group, hasSubsidiary, Hanjin Travel]
-
A.
Kumho Buslines
Kumho Buslines is a South Korean intercity and express bus company that operates passenger transportation services as part of the Kumho Asiana Group conglomerate.
-
B.
Jin Jiang International
Jin Jiang International is a major Chinese state-owned hospitality and tourism conglomerate that operates and owns numerous hotels and related travel businesses worldwide.
-
C.
Cathay
Cathay is a 1915 poetry collection by Ezra Pound, celebrated for its influential, imagist-era translations and adaptations of classical Chinese poems.
-
D.
Hanjin Group
Hanjin Group is a South Korean conglomerate best known for its global logistics and transportation businesses, including former flagship airline Korean Air.
-
E.
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.
- 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: Hanjin Travel Triple: [Hanjin Group, hasSubsidiary, Hanjin Travel]
Generated description
Hanjin Travel is a South Korean travel agency and tour operator known for providing domestic and international travel services, including package tours, airline ticketing, and corporate travel management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hanjin Travel Target entity description: Hanjin Travel is a South Korean travel agency and tour operator known for providing domestic and international travel services, including package tours, airline ticketing, and corporate travel management.
-
A.
Kumho Buslines
Kumho Buslines is a South Korean intercity and express bus company that operates passenger transportation services as part of the Kumho Asiana Group conglomerate.
-
B.
Jin Jiang International
Jin Jiang International is a major Chinese state-owned hospitality and tourism conglomerate that operates and owns numerous hotels and related travel businesses worldwide.
-
C.
Cathay
Cathay is a 1915 poetry collection by Ezra Pound, celebrated for its influential, imagist-era translations and adaptations of classical Chinese poems.
-
D.
Hanjin Group
Hanjin Group is a South Korean conglomerate best known for its global logistics and transportation businesses, including former flagship airline Korean Air.
-
E.
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.
- 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.