Triple

T2025765
Position Surface form Disambiguated ID Type / Status
Subject Republic of Korea Armed Forces E44403 entity
Predicate alsoKnownAs P39 FINISHED
Object ROK Armed Forces
The ROK Armed Forces are the unified military forces of South Korea, responsible for the country's defense and security on land, at sea, and in the air.
E226791 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: ROK Armed Forces | Statement: [Republic of Korea Armed Forces, alsoKnownAs, ROK Armed Forces]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ROK Armed Forces
Context triple: [Republic of Korea Armed Forces, alsoKnownAs, ROK Armed Forces]
  • A. Armed Forces of the Republic of Poland
    The Armed Forces of the Republic of Poland are the national military of Poland, responsible for the country’s defense and participation in NATO and international security operations.
  • 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. 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.
  • D. ROK I Corps
    ROK I Corps is a major field formation of the Republic of Korea Army that played a significant combat role during the Korean War, including in key engagements such as the Battle of Chosin Reservoir.
  • E. Polish People’s Army
    The Polish People’s Army was the communist-era military force of Poland, organized under Soviet influence and serving as the armed wing of the Polish People’s Republic during the Cold War.
  • 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: ROK Armed Forces
Triple: [Republic of Korea Armed Forces, alsoKnownAs, ROK Armed Forces]
Generated description
The ROK Armed Forces are the unified military forces of South Korea, responsible for the country's defense and security on land, at sea, and in the air.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ROK Armed Forces
Target entity description: The ROK Armed Forces are the unified military forces of South Korea, responsible for the country's defense and security on land, at sea, and in the air.
  • A. Armed Forces of the Republic of Poland
    The Armed Forces of the Republic of Poland are the national military of Poland, responsible for the country’s defense and participation in NATO and international security operations.
  • 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. 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.
  • D. ROK I Corps
    ROK I Corps is a major field formation of the Republic of Korea Army that played a significant combat role during the Korean War, including in key engagements such as the Battle of Chosin Reservoir.
  • E. Polish People’s Army
    The Polish People’s Army was the communist-era military force of Poland, organized under Soviet influence and serving as the armed wing of the Polish People’s Republic during the Cold War.
  • 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_69a889144f2481909932f0746a93023d completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb8f3faa08190a48ae1355d6e009f completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0afa82ac81908c3e3c60c5721536 completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0b8cda248190b88b353c1768c3d7 completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c31f00c8190bb29098f95ee4cb9 completed March 8, 2026, 11:54 p.m.
Created at: March 4, 2026, 7:38 p.m.