Triple
T16229993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Republic of Korea military units |
E393952
|
entity |
| Predicate | includesBranch |
P1393
|
FINISHED |
| Object |
Republic of Korea Cyber Operations Command units
Republic of Korea Cyber Operations Command units are specialized South Korean military formations responsible for conducting and defending against cyber operations as part of the nation’s armed forces.
|
E393952
|
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: Republic of Korea Cyber Operations Command units | Statement: [Republic of Korea military units, includesBranch, Republic of Korea Cyber Operations Command units]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Republic of Korea Cyber Operations Command units Context triple: [Republic of Korea military units, includesBranch, Republic of Korea Cyber Operations Command units]
-
A.
Republic of Korea Special Warfare Command
The Republic of Korea Special Warfare Command is South Korea’s elite special operations force responsible for unconventional warfare, counter-terrorism, and high-risk strategic missions.
-
B.
Special Operations Command Korea
Special Operations Command Korea is a U.S. military special operations headquarters responsible for planning and conducting special operations on the Korean Peninsula.
-
C.
Special Operation Force of the Korean People's Army
The Special Operation Force of the Korean People's Army is North Korea's elite military unit specializing in unconventional warfare, infiltration, and high-risk strategic missions.
-
D.
Republic of Korea military units
Republic of Korea military units are the organized armed forces formations of South Korea, encompassing its army, navy, air force, and related branches.
-
E.
Republic of Korea Armed Forces (operationally associated)
The Republic of Korea Armed Forces (operationally associated) are South Korea’s military forces, which operate in close coordination with United Nations Command and U.S. forces for the defense of the Korean Peninsula.
- 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: Republic of Korea Cyber Operations Command units Triple: [Republic of Korea military units, includesBranch, Republic of Korea Cyber Operations Command units]
Generated description
Republic of Korea Cyber Operations Command units are specialized South Korean military formations responsible for conducting and defending against cyber operations as part of the nation’s armed forces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Republic of Korea Cyber Operations Command units Target entity description: Republic of Korea Cyber Operations Command units are specialized South Korean military formations responsible for conducting and defending against cyber operations as part of the nation’s armed forces.
-
A.
Republic of Korea Special Warfare Command
The Republic of Korea Special Warfare Command is South Korea’s elite special operations force responsible for unconventional warfare, counter-terrorism, and high-risk strategic missions.
-
B.
Special Operations Command Korea
Special Operations Command Korea is a U.S. military special operations headquarters responsible for planning and conducting special operations on the Korean Peninsula.
-
C.
Special Operation Force of the Korean People's Army
The Special Operation Force of the Korean People's Army is North Korea's elite military unit specializing in unconventional warfare, infiltration, and high-risk strategic missions.
-
D.
Republic of Korea military units
chosen
Republic of Korea military units are the organized armed forces formations of South Korea, encompassing its army, navy, air force, and related branches.
-
E.
Republic of Korea Armed Forces (operationally associated)
The Republic of Korea Armed Forces (operationally associated) are South Korea’s military forces, which operate in close coordination with United Nations Command and U.S. forces for the defense of the Korean Peninsula.
- 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_69d87f204df88190a8f88923decf9835 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e23d29438c81909aa2724cc47bb959 |
completed | April 17, 2026, 2:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00079e83f08190a260751fd8b55eef |
completed | May 10, 2026, 4:20 a.m. |
| NEDg | Description generation | batch_6a00089a498c819092685d13f975e7cd |
completed | May 10, 2026, 4:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0009042b288190b3a756354c04dfd3 |
completed | May 10, 2026, 4:26 a.m. |
Created at: April 10, 2026, 5:03 a.m.