Triple
T22181029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanwha Systems |
E548166
|
entity |
| Predicate | hasSubsidiaryOrAffiliate |
P9212
|
FINISHED |
| Object | Hanwha Systems USA |
—
|
NE NERFINISHED |
How this triple was built (2 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 Systems USA | Statement: [Hanwha Systems, hasSubsidiaryOrAffiliate, Hanwha Systems USA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanwha Systems USA Context triple: [Hanwha Systems, hasSubsidiaryOrAffiliate, Hanwha Systems USA]
-
A.
Hanwha Systems
chosen
Hanwha Systems is a South Korean defense and ICT company specializing in advanced electronics, surveillance, and information systems solutions.
-
B.
Hanwha Solutions
Hanwha Solutions is a South Korean energy and materials company known for its solar power, petrochemical, and advanced materials businesses as part of the Hanwha conglomerate.
-
C.
Hanwha Defense
Hanwha Defense is a South Korean defense company specializing in the development and production of advanced military systems, including artillery, armored vehicles, and air defense solutions.
-
D.
Nexter Systems
Nexter Systems is a French defense company specializing in the design and manufacture of military land systems, including armored vehicles, artillery, and ammunition.
-
E.
Hanwha Aerospace
Hanwha Aerospace is a South Korean defense and aerospace company known for producing advanced military systems and components for global markets.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e11e3d53f88190a2b690e3f25bb062 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12aa4d4ac8190922b919c15623963 |
completed | April 28, 2026, 9:46 p.m. |
Created at: April 16, 2026, 8:35 p.m.