Triple
T4350334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freedom Shield |
E98007
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Ulchi Freedom Shield |
E98006
|
NE FINISHED |
How this triple was built (2 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 Freedom Shield | Statement: [Freedom Shield, relatedTo, Ulchi Freedom Shield]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ulchi Freedom Shield Context triple: [Freedom Shield, relatedTo, Ulchi Freedom Shield]
-
A.
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.
-
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.
Ulchi Freedom Guardian
chosen
Ulchi Freedom Guardian is a large-scale annual joint military exercise conducted by the United States and South Korea to enhance readiness and deterrence against potential threats on the Korean Peninsula.
-
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.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_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_69b5dbb01fb0819083fbdd194b2a96f8 |
completed | March 14, 2026, 10:05 p.m. |
Created at: March 12, 2026, 11:15 p.m.