Triple

T16285792
Position Surface form Disambiguated ID Type / Status
Subject K3 light machine gun E395384 entity
Predicate usedBy P260 FINISHED
Object South Korean reserve forces
South Korean reserve forces are part-time military personnel who undergo periodic training and can be mobilized in emergencies to reinforce the active-duty armed forces of South Korea.
E847004 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: South Korean reserve forces | Statement: [K3 light machine gun, usedBy, South Korean reserve forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Korean reserve forces
Context triple: [K3 light machine gun, usedBy, South Korean reserve forces]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Reserve Forces Act of South Korea
    The Reserve Forces Act of South Korea is a law that governs the organization, training, mobilization, and duties of the country’s military reserve forces following completion of mandatory active-duty service.
  • E. 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.
  • 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: South Korean reserve forces
Triple: [K3 light machine gun, usedBy, South Korean reserve forces]
Generated description
South Korean reserve forces are part-time military personnel who undergo periodic training and can be mobilized in emergencies to reinforce the active-duty armed forces of South Korea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Korean reserve forces
Target entity description: South Korean reserve forces are part-time military personnel who undergo periodic training and can be mobilized in emergencies to reinforce the active-duty armed forces of South Korea.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Reserve Forces Act of South Korea chosen
    The Reserve Forces Act of South Korea is a law that governs the organization, training, mobilization, and duties of the country’s military reserve forces following completion of mandatory active-duty service.
  • E. 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.
  • 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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24914bda08190a5d6315414ee3f76 completed April 17, 2026, 2:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017c8f51c8190b73cdf2834eda57f completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a0019c847a0819081b92e21ced73824 completed May 10, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_6a001a7dcf888190b66122f2bfc7388b completed May 10, 2026, 5:41 a.m.
Created at: April 10, 2026, 5:05 a.m.