Triple
T22181075
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hanwha Defense (integrated business) |
E548167
|
entity |
| Predicate | hasCustomer |
P734
|
FINISHED |
| Object | South Korean Army |
—
|
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: South Korean Army | Statement: [Hanwha Defense (integrated business), hasCustomer, South Korean Army]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Korean Army Context triple: [Hanwha Defense (integrated business), hasCustomer, South Korean Army]
-
A.
Republic of Korea Army
chosen
The Republic of Korea Army is the land warfare branch of South Korea’s armed forces, responsible for defending the Korean Peninsula and serving as the country’s primary ground combat force.
-
B.
Republic of Korea IX Corps
The Republic of Korea IX Corps is a field corps-level formation of the South Korean Army, historically involved in major operations during the Korean War and subsequent national defense missions.
-
C.
Republic of Korea I Corps
The Republic of Korea I Corps is a major field formation of the South Korean Army that played a significant combat role in the Korean War and continues to serve as a key operational corps in the country’s ground forces.
-
D.
Republic of Korea II Corps
The Republic of Korea II Corps is a South Korean Army corps-level formation that played a significant role in the early stages of the Korean War, including major engagements against Chinese forces.
-
E.
Republic of Korea Marine Corps
The Republic of Korea Marine Corps is South Korea’s elite amphibious and expeditionary warfare force, known for rapid deployment and high-intensity combat capabilities.
- 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.