Triple
T18631396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 38th Fighter Group (Republic of Korea Air Force) |
E455424
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Republic of Korea armed forces
The Republic of Korea armed forces are the unified military forces of South Korea, comprising the Army, Navy, Air Force, and Marine Corps, responsible for the defense of the nation.
|
E44403
|
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 armed forces | Statement: [38th Fighter Group (Republic of Korea Air Force), isPartOf, Republic of Korea armed forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Republic of Korea armed forces Context triple: [38th Fighter Group (Republic of Korea Air Force), isPartOf, Republic of Korea armed forces]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Korean People's Army
The Korean People's Army is the military force of North Korea, encompassing its ground, naval, air, strategic, and special operations branches.
-
E.
Republic of Korea Marine Corps
The Republic of Korea Marine Corps is South Korea’s elite amphibious and expeditionary warfare force, known for rapid deployment and high-intensity combat capabilities.
- 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 armed forces Triple: [38th Fighter Group (Republic of Korea Air Force), isPartOf, Republic of Korea armed forces]
Generated description
The Republic of Korea armed forces are the unified military forces of South Korea, comprising the Army, Navy, Air Force, and Marine Corps, responsible for the defense of the nation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Republic of Korea armed forces Target entity description: The Republic of Korea armed forces are the unified military forces of South Korea, comprising the Army, Navy, Air Force, and Marine Corps, responsible for the defense of the nation.
-
A.
Republic of Korea Armed Forces (operationally associated)
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Korean People's Army
The Korean People's Army is the military force of North Korea, encompassing its ground, naval, air, strategic, and special operations branches.
-
E.
Republic of Korea Marine Corps
The Republic of Korea Marine Corps is South Korea’s elite amphibious and expeditionary warfare force, known for rapid deployment and high-intensity combat capabilities.
- 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_69d8d38cc7948190a55ea64e5638994e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54fc4c5648190b771e9b080e98c15 |
completed | April 19, 2026, 9:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050d7e812c8190ab055062a4479474 |
completed | May 13, 2026, 11:47 p.m. |
| NEDg | Description generation | batch_6a050fd68c8c8190a34253dd79090280 |
completed | May 13, 2026, 11:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05108fdea081909fd0a1ccdeaeb704 |
completed | May 14, 2026, midnight |
Created at: April 10, 2026, 11:46 a.m.