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.