Triple
T9354330
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Naval Forces Korea |
E225096
|
entity |
| Predicate | hasSubordinateUnit |
P747
|
FINISHED |
| Object | Fleet Activities Chinhae |
E738192
|
NE FINISHED |
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: Fleet Activities Chinhae | Statement: [U.S. Naval Forces Korea, hasSubordinateUnit, Fleet Activities Chinhae]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fleet Activities Chinhae Context triple: [U.S. Naval Forces Korea, hasSubordinateUnit, Fleet Activities Chinhae]
-
A.
Ulchi civil defense exercise of South Korea
The Ulchi civil defense exercise of South Korea is a nationwide government-led emergency preparedness drill designed to train civilians and officials to respond to wartime or large-scale disaster scenarios.
-
B.
Jinhae naval port
chosen
Jinhae naval port is a major South Korean naval base and harbor located on Jinhae Bay, known for its strategic military importance and sheltered waters.
-
C.
South Korean Navy
The South Korean Navy is the maritime branch of South Korea’s armed forces, responsible for naval defense, power projection, and securing sea lines of communication around the Korean Peninsula.
-
D.
Korean People's Navy
The Korean People's Navy is the maritime warfare branch of North Korea's armed forces, responsible for coastal defense, patrol, and limited blue-water operations.
-
E.
Bombardment of Yeonpyeong
The Bombardment of Yeonpyeong was a 2010 North Korean artillery attack on the South Korean island of Yeonpyeong that marked one of the most serious military clashes between the two Koreas since the Korean War.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca842abfd48190949d71c3b86eeba8 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd4f96c9a8819091bf63909bdcdf91 |
completed | April 1, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e458a24881909a032553ce8a45fe |
completed | April 4, 2026, 10:13 a.m. |
Created at: March 30, 2026, 7:42 p.m.