Triple

T3641018
Position Surface form Disambiguated ID Type / Status
Subject Korea Exchange E77186 entity
Predicate listedCompany P30922 FINISHED
Object Shinhan Financial Group
Shinhan Financial Group is one of South Korea’s largest financial holding companies, offering a wide range of banking, insurance, and investment services domestically and internationally.
 E378778 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: Shinhan Financial Group | Statement: [Korea Exchange, listedCompany, Shinhan Financial Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shinhan Financial Group
Context triple: [Korea Exchange, listedCompany, Shinhan Financial Group]
  • 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. POSCO Holdings
    POSCO Holdings is a South Korean multinational steelmaking and materials conglomerate that serves as the holding company of the POSCO group, one of the world’s largest steel producers.
  • C. Bank of Korea
    The Bank of Korea is the central bank of South Korea, responsible for formulating and implementing the nation’s monetary policy and maintaining financial stability.
  • 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. Gosbank
    Gosbank was the central bank of the Soviet Union, responsible for issuing currency and overseeing the state-controlled financial system.
  • 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: Shinhan Financial Group
Triple: [Korea Exchange, listedCompany, Shinhan Financial Group]
Generated description
Shinhan Financial Group is one of South Korea’s largest financial holding companies, offering a wide range of banking, insurance, and investment services domestically and internationally.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shinhan Financial Group
Target entity description: Shinhan Financial Group is one of South Korea’s largest financial holding companies, offering a wide range of banking, insurance, and investment services domestically and internationally.
  • 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. POSCO Holdings
    POSCO Holdings is a South Korean multinational steelmaking and materials conglomerate that serves as the holding company of the POSCO group, one of the world’s largest steel producers.
  • C. Bank of Korea
    The Bank of Korea is the central bank of South Korea, responsible for formulating and implementing the nation’s monetary policy and maintaining financial stability.
  • 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. Gosbank
    Gosbank was the central bank of the Soviet Union, responsible for issuing currency and overseeing the state-controlled financial system.
  • 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_69ad85dd0be48190b738990cb20c4731 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc357c3308190bd8801d68244a53e completed March 8, 2026, 6:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48834d22081908687b250af859c6b completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b4904dd918819087669b646e2cbb0e completed March 13, 2026, 10:31 p.m.
NED2 Entity disambiguation (via description) batch_69b4bdad3f80819097296ad89fea22c5 completed March 14, 2026, 1:45 a.m.
Created at: March 8, 2026, 3:24 p.m.