Triple
T16539511
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ROK Army Training and Doctrine Command |
E401782
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Republic of Korea Army Training and Doctrine Command
The Republic of Korea Army Training and Doctrine Command is the South Korean Army’s central authority responsible for developing military doctrine, overseeing training systems, and shaping education for army personnel.
|
E1219577
|
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 Army Training and Doctrine Command | Statement: [ROK Army Training and Doctrine Command, alsoKnownAs, Republic of Korea Army Training and Doctrine Command]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Republic of Korea Army Training and Doctrine Command Context triple: [ROK Army Training and Doctrine Command, alsoKnownAs, Republic of Korea Army Training and Doctrine Command]
-
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.
Korea Army Training Center
The Korea Army Training Center is South Korea’s primary basic training facility for new army recruits, located in Nonsan.
-
C.
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.
-
D.
Republic of Korea–United States Combined Forces Command
The Republic of Korea–United States Combined Forces Command is a binational military headquarters that oversees the integrated defense of South Korea by coordinating and commanding combined U.S. and South Korean forces.
-
E.
Republic of Korea Army
The Republic of Korea Army is the land warfare branch of South Korea’s armed forces, responsible for defending the Korean Peninsula and serving as the country’s primary ground combat force.
- 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 Army Training and Doctrine Command Triple: [ROK Army Training and Doctrine Command, alsoKnownAs, Republic of Korea Army Training and Doctrine Command]
Generated description
The Republic of Korea Army Training and Doctrine Command is the South Korean Army’s central authority responsible for developing military doctrine, overseeing training systems, and shaping education for army personnel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Republic of Korea Army Training and Doctrine Command Target entity description: The Republic of Korea Army Training and Doctrine Command is the South Korean Army’s central authority responsible for developing military doctrine, overseeing training systems, and shaping education for army personnel.
-
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.
Korea Army Training Center
The Korea Army Training Center is South Korea’s primary basic training facility for new army recruits, located in Nonsan.
-
C.
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.
-
D.
Republic of Korea–United States Combined Forces Command
The Republic of Korea–United States Combined Forces Command is a binational military headquarters that oversees the integrated defense of South Korea by coordinating and commanding combined U.S. and South Korean forces.
-
E.
Republic of Korea Army
The Republic of Korea Army is the land warfare branch of South Korea’s armed forces, responsible for defending the Korean Peninsula and serving as the country’s primary ground combat force.
- F. None of above. chosen
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_69d88384bc30819084229e7dcdc39a41 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3455bd43c8190b01560d4af55a9e0 |
completed | April 18, 2026, 8:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0067ae169c81909a123b7dfe3fd906 |
completed | May 10, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_6a00684197b08190b53d7c1efbd3edd0 |
completed | May 10, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0068fa85448190aef06ff27fe16305 |
completed | May 10, 2026, 11:16 a.m. |
Created at: April 10, 2026, 5:15 a.m.