Triple
T21630896
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanwha Group |
E533824
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object | Hanwha Investment & Securities |
—
|
NE NERFINISHED |
How this triple was built (3 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: Hanwha Investment & Securities | Statement: [Hanwha Group, subsidiary, Hanwha Investment & Securities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanwha Investment & Securities Context triple: [Hanwha Group, subsidiary, Hanwha Investment & Securities]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hanwha Investment & Securities Target entity description: Hanwha Investment & Securities is a South Korean financial services firm providing brokerage, investment banking, and asset management services as part of the Hanwha Group conglomerate.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above. chosen
Provenance (2 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_69e0c465ae7481908577b7209fdb2a77 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef521679fc81909c94d42439fda4ba |
completed | April 27, 2026, 12:09 p.m. |
Created at: April 16, 2026, 6:34 p.m.