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.