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.