Triple
T22181054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanwha Defense (integrated business) |
E548167
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Hanwha Aerospace defense division |
—
|
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 Aerospace defense division | Statement: [Hanwha Defense (integrated business), partOf, Hanwha Aerospace defense division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hanwha Aerospace defense division Context triple: [Hanwha Defense (integrated business), partOf, Hanwha Aerospace defense division]
-
A.
Hanwha Aerospace
chosen
Hanwha Aerospace is a South Korean defense and aerospace company known for producing advanced military systems and components for global markets.
-
B.
Hanwha Defense (integrated business)
Hanwha Defense (integrated business) is a South Korean defense company specializing in the development and production of military ground systems, armored vehicles, and artillery solutions.
-
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.
Korea Aerospace Industries
Korea Aerospace Industries is South Korea’s leading aerospace and defense company, known for developing and producing military aircraft, helicopters, and space systems.
-
E.
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.
- 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.