Triple
T21630913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanwha Group |
E533824
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object | Hanwha Chemical |
—
|
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 Chemical | Statement: [Hanwha Group, hasDivision, Hanwha Chemical]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanwha Chemical Context triple: [Hanwha Group, hasDivision, Hanwha Chemical]
-
A.
Hanwha Group
Hanwha Group is a major South Korean conglomerate with diversified businesses spanning chemicals, energy, defense, finance, and construction.
-
B.
Hanwha Energy
Hanwha Energy is a South Korean energy company within the Hanwha Group, engaged in power generation and renewable energy projects domestically and abroad.
-
C.
KT Corporation
KT Corporation is one of South Korea’s largest telecommunications companies, providing mobile, internet, and media services nationwide.
-
D.
Hyundai Steel
Hyundai Steel is a leading South Korean steel manufacturer and core Hyundai Motor Group affiliate known for producing a wide range of steel products for automotive, construction, and industrial uses.
-
E.
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.
- 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 Chemical Target entity description: Hanwha Chemical is a South Korean chemical company under the Hanwha Group, producing a wide range of petrochemical, basic chemical, and advanced material products for global industrial markets.
-
A.
Hanwha Group
Hanwha Group is a major South Korean conglomerate with diversified businesses spanning chemicals, energy, defense, finance, and construction.
-
B.
Hanwha Energy
Hanwha Energy is a South Korean energy company within the Hanwha Group, engaged in power generation and renewable energy projects domestically and abroad.
-
C.
KT Corporation
KT Corporation is one of South Korea’s largest telecommunications companies, providing mobile, internet, and media services nationwide.
-
D.
Hyundai Steel
Hyundai Steel is a leading South Korean steel manufacturer and core Hyundai Motor Group affiliate known for producing a wide range of steel products for automotive, construction, and industrial uses.
-
E.
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.
- 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.