Triple
T15631916
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KB Financial Group |
E375834
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
KB Securities
KB Securities is a major South Korean financial services firm specializing in securities brokerage, investment banking, and asset management as part of the KB Financial Group conglomerate.
|
E375834
|
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: KB Securities | Statement: [KB Financial Group, hasSubsidiary, KB Securities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KB Securities Context triple: [KB Financial Group, hasSubsidiary, KB Securities]
-
A.
KB Financial Group
KB Financial Group is a major South Korean financial holding company that provides a wide range of banking and financial services through subsidiaries such as KB Kookmin Bank.
-
B.
Shinhan Capital
Shinhan Capital is a South Korean financial services company specializing in corporate and consumer financing, and operates as part of the larger Shinhan Financial Group.
-
C.
National Companies and Securities Commission
The National Companies and Securities Commission was Australia’s former federal corporate and securities regulator that operated before its functions were taken over by the Australian Securities and Investments Commission.
-
D.
Financial Services Commission of South Korea
The Financial Services Commission of South Korea is the country’s top financial regulatory body, responsible for overseeing financial markets, institutions, and policies to ensure stability and consumer protection.
-
E.
Shinhan Asset Management
Shinhan Asset Management is a South Korean investment management company that provides a range of asset management and investment products as part of the Shinhan Financial Group.
- 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: KB Securities Triple: [KB Financial Group, hasSubsidiary, KB Securities]
Generated description
KB Securities is a major South Korean financial services firm specializing in securities brokerage, investment banking, and asset management as part of the KB Financial Group conglomerate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KB Securities Target entity description: KB Securities is a major South Korean financial services firm specializing in securities brokerage, investment banking, and asset management as part of the KB Financial Group conglomerate.
-
A.
KB Financial Group
chosen
KB Financial Group is a major South Korean financial holding company that provides a wide range of banking and financial services through subsidiaries such as KB Kookmin Bank.
-
B.
Shinhan Capital
Shinhan Capital is a South Korean financial services company specializing in corporate and consumer financing, and operates as part of the larger Shinhan Financial Group.
-
C.
National Companies and Securities Commission
The National Companies and Securities Commission was Australia’s former federal corporate and securities regulator that operated before its functions were taken over by the Australian Securities and Investments Commission.
-
D.
Financial Services Commission of South Korea
The Financial Services Commission of South Korea is the country’s top financial regulatory body, responsible for overseeing financial markets, institutions, and policies to ensure stability and consumer protection.
-
E.
Shinhan Asset Management
Shinhan Asset Management is a South Korean investment management company that provides a range of asset management and investment products as part of the Shinhan Financial Group.
- 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_69d85cd035a48190b73d5579ab73969a |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04eb536348190b93ed3c178d1ffb8 |
completed | April 16, 2026, 2:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f472b648190b7cd532a1b16373e |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff606f627081909e6ea230f30c917b |
completed | May 9, 2026, 4:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff6136a8c88190a83ad9232a338082 |
completed | May 9, 2026, 4:30 p.m. |
Created at: April 10, 2026, 4:14 a.m.