Triple
T18761632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanjin Group |
E458781
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Hanjin Information Systems & Telecommunications
Hanjin Information Systems & Telecommunications is a South Korean IT services and solutions company within the Hanjin Group, providing technology, systems integration, and digital infrastructure support for logistics, transportation, and related industries.
|
E458781
|
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 Information Systems & Telecommunications | Statement: [Hanjin Group, hasSubsidiary, Hanjin Information Systems & Telecommunications]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanjin Information Systems & Telecommunications Context triple: [Hanjin Group, hasSubsidiary, Hanjin Information Systems & Telecommunications]
-
A.
Hanjin Group
Hanjin Group is a South Korean conglomerate best known for its global logistics and transportation businesses, including former flagship airline Korean Air.
-
B.
Hanwha Systems
Hanwha Systems is a South Korean defense and ICT company specializing in advanced electronics, surveillance, and information systems solutions.
-
C.
Hana Financial Group
Hana Financial Group is a major South Korean financial holding company that operates a wide range of banking and financial services domestically and internationally.
-
D.
Hanwha Engineering & Construction
Hanwha Engineering & Construction is a South Korean construction and engineering company known for undertaking large-scale international projects, including major stadiums and infrastructure developments.
-
E.
KAI Logistik
KAI Logistik is a logistics and freight services company operating under Indonesia’s state-owned railway operator Kereta Api Indonesia.
- 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 Information Systems & Telecommunications Triple: [Hanjin Group, hasSubsidiary, Hanjin Information Systems & Telecommunications]
Generated description
Hanjin Information Systems & Telecommunications is a South Korean IT services and solutions company within the Hanjin Group, providing technology, systems integration, and digital infrastructure support for logistics, transportation, and related industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hanjin Information Systems & Telecommunications Target entity description: Hanjin Information Systems & Telecommunications is a South Korean IT services and solutions company within the Hanjin Group, providing technology, systems integration, and digital infrastructure support for logistics, transportation, and related industries.
-
A.
Hanjin Group
chosen
Hanjin Group is a South Korean conglomerate best known for its global logistics and transportation businesses, including former flagship airline Korean Air.
-
B.
Hanwha Systems
Hanwha Systems is a South Korean defense and ICT company specializing in advanced electronics, surveillance, and information systems solutions.
-
C.
Hana Financial Group
Hana Financial Group is a major South Korean financial holding company that operates a wide range of banking and financial services domestically and internationally.
-
D.
Hanwha Engineering & Construction
Hanwha Engineering & Construction is a South Korean construction and engineering company known for undertaking large-scale international projects, including major stadiums and infrastructure developments.
-
E.
KAI Logistik
KAI Logistik is a logistics and freight services company operating under Indonesia’s state-owned railway operator Kereta Api Indonesia.
- F. None of above.
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.