Triple
T4350304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ulchi Freedom Guardian |
E98006
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
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.
|
E435341
|
NE FINISHED |
How this triple was built (4 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: Ulchi civil defense exercise of South Korea | Statement: [Ulchi Freedom Guardian, namedAfter, Ulchi civil defense exercise of South Korea]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ulchi civil defense exercise of South Korea Context triple: [Ulchi Freedom Guardian, namedAfter, Ulchi civil defense exercise of South Korea]
-
A.
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.
-
B.
Red Flag exercises
Red Flag exercises are large-scale, realistic air combat training operations conducted by the U.S. Air Force that simulate complex, high-threat combat scenarios for pilots and aircrews.
-
C.
RIMPAC naval exercise
RIMPAC naval exercise is the world’s largest international maritime warfare training event, held biennially in and around the Hawaiian Islands and Southern California to enhance naval cooperation and readiness among participating nations.
-
D.
Second Battle of Yeonpyeong
The Second Battle of Yeonpyeong was a 2002 naval skirmish between North and South Korea near the Northern Limit Line in the Yellow Sea, resulting in casualties on both sides and heightened inter-Korean tensions.
-
E.
Operation Weser Exercise
Operation Weser Exercise was Nazi Germany’s 1940 military campaign to invade and occupy Denmark and Norway during World War II.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ulchi civil defense exercise of South Korea Triple: [Ulchi Freedom Guardian, namedAfter, Ulchi civil defense exercise of South Korea]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ulchi civil defense exercise of South Korea Target entity description: 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.
-
A.
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.
-
B.
Red Flag exercises
Red Flag exercises are large-scale, realistic air combat training operations conducted by the U.S. Air Force that simulate complex, high-threat combat scenarios for pilots and aircrews.
-
C.
RIMPAC naval exercise
RIMPAC naval exercise is the world’s largest international maritime warfare training event, held biennially in and around the Hawaiian Islands and Southern California to enhance naval cooperation and readiness among participating nations.
-
D.
Second Battle of Yeonpyeong
The Second Battle of Yeonpyeong was a 2002 naval skirmish between North and South Korea near the Northern Limit Line in the Yellow Sea, resulting in casualties on both sides and heightened inter-Korean tensions.
-
E.
Operation Weser Exercise
Operation Weser Exercise was Nazi Germany’s 1940 military campaign to invade and occupy Denmark and Norway during World War II.
- F. None of above. chosen
Provenance (5 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_69b3454965f881908c41190bb22f0e4b |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b351a840248190b88c8a7be9158d25 |
completed | March 12, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e4fdee688190806edebd05a23570 |
completed | March 14, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69b5e5e96aac819093c43dc355de4509 |
completed | March 14, 2026, 10:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e6587be88190884f61a7350ce5a9 |
completed | March 14, 2026, 10:51 p.m. |
Created at: March 12, 2026, 11:15 p.m.