Triple
T5475076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bombardment of Yeonpyeong |
E122931
|
entity |
| Predicate | responseBy |
P1509
|
FINISHED |
| Object |
United States–South Korea joint military exercises
United States–South Korea joint military exercises are regularly conducted combined drills designed to enhance military readiness and deterrence on the Korean Peninsula, often involving large-scale land, sea, and air operations.
|
E17985
|
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: United States–South Korea joint military exercises | Statement: [Bombardment of Yeonpyeong, responseBy, United States–South Korea joint military exercises]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States–South Korea joint military exercises Context triple: [Bombardment of Yeonpyeong, responseBy, United States–South Korea joint military exercises]
-
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.
United States–South Korea security alliance
The United States–South Korea security alliance is a longstanding military partnership that underpins South Korea’s defense and regional stability through U.S. security guarantees, joint forces, and coordinated deterrence against North Korean threats.
-
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.
CSTO joint military exercises
CSTO joint military exercises are multinational training operations conducted by member states of the Collective Security Treaty Organization to enhance collective defense readiness and interoperability.
-
E.
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.
- 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: United States–South Korea joint military exercises Triple: [Bombardment of Yeonpyeong, responseBy, United States–South Korea joint military exercises]
Generated description
United States–South Korea joint military exercises are regularly conducted combined drills designed to enhance military readiness and deterrence on the Korean Peninsula, often involving large-scale land, sea, and air operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States–South Korea joint military exercises Target entity description: United States–South Korea joint military exercises are regularly conducted combined drills designed to enhance military readiness and deterrence on the Korean Peninsula, often involving large-scale land, sea, and air operations.
-
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.
United States–South Korea security alliance
chosen
The United States–South Korea security alliance is a longstanding military partnership that underpins South Korea’s defense and regional stability through U.S. security guarantees, joint forces, and coordinated deterrence against North Korean threats.
-
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.
CSTO joint military exercises
CSTO joint military exercises are multinational training operations conducted by member states of the Collective Security Treaty Organization to enhance collective defense readiness and interoperability.
-
E.
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.
- F. None of above.
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_69bd46459ff48190823377457bcf7128 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd923465c88190ad9c1b75b268f7ca |
completed | March 20, 2026, 6:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf489a8f9881908aec81e59ed1e3e4 |
completed | March 22, 2026, 1:40 a.m. |
| NEDg | Description generation | batch_69bf49a2071c8190bc1abc380db9383a |
completed | March 22, 2026, 1:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4a1033f88190a609613635de9d6c |
completed | March 22, 2026, 1:46 a.m. |
Created at: March 20, 2026, 2:09 p.m.