Triple

T23382794
Position Surface form Disambiguated ID Type / Status
Subject United States–Thailand relations E593795 entity
Predicate majorDefenseExercise P72293 FINISHED
Object Cobra Gold NE NERFINISHED

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: Cobra Gold | Statement: [United States–Thailand relations, majorDefenseExercise, Cobra Gold]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cobra Gold
Context triple: [United States–Thailand relations, majorDefenseExercise, Cobra Gold]
  • A. Zapad joint strategic exercises
    The Zapad joint strategic exercises are large-scale, periodically held military drills conducted primarily by Russia and Belarus to test and demonstrate their combined combat readiness and operational capabilities, especially on NATO’s eastern flank.
  • B. Operation Weser Exercise
    Operation Weser Exercise was Nazi Germany’s 1940 military campaign to invade and occupy Denmark and Norway during World War II.
  • 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. Balikatan exercises
    The Balikatan exercises are annual joint military training activities between the United States and the Philippines that focus on enhancing interoperability, readiness, and mutual defense capabilities.
  • E. African Lion exercise
    The African Lion exercise is a large-scale, annual U.S.-led multinational military training operation in North and West Africa focused on improving interoperability, readiness, and regional security among participating forces.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cobra Gold
Target entity description: Cobra Gold is one of the world’s largest annual multinational military exercises, co-hosted by the United States and Thailand to enhance regional security cooperation and interoperability.
  • A. Zapad joint strategic exercises
    The Zapad joint strategic exercises are large-scale, periodically held military drills conducted primarily by Russia and Belarus to test and demonstrate their combined combat readiness and operational capabilities, especially on NATO’s eastern flank.
  • B. Operation Weser Exercise
    Operation Weser Exercise was Nazi Germany’s 1940 military campaign to invade and occupy Denmark and Norway during World War II.
  • 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. Balikatan exercises
    The Balikatan exercises are annual joint military training activities between the United States and the Philippines that focus on enhancing interoperability, readiness, and mutual defense capabilities.
  • E. African Lion exercise
    The African Lion exercise is a large-scale, annual U.S.-led multinational military training operation in North and West Africa focused on improving interoperability, readiness, and regional security among participating forces.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: majorDefenseExercise
Context triple: [United States–Thailand relations, majorDefenseExercise, Cobra Gold]
  • A. militaryActivity
    Indicates that an entity is engaged in, associated with, or affected by actions, operations, or preparations conducted by armed forces.
  • B. defensiveOperation
    Indicates actions or measures undertaken to protect, guard, or defend a target against threats or attacks.
  • C. militaryOperationName chosen
    Indicates the specific named military operation associated with an action, event, or entity.
  • D. militarySystem
    Indicates a relationship where an entity functions as, belongs to, or is characterized by a particular military organizational or operational system.
  • E. defenseForces
    Indicates a relationship where one entity serves as the military or protective force responsible for defending another entity.
  • F. None of above.

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_69e25d268a50819095f2fd479da8ef3f completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a3b9287481908fd86c41f6d9fc53 completed April 29, 2026, 6:22 a.m.
PD Predicate disambiguation batch_69f061dde2e481908308952f9c0d3c2e completed April 28, 2026, 7:29 a.m.
Created at: April 17, 2026, 5:34 p.m.