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.