Triple

T8340777
Position Surface form Disambiguated ID Type / Status
Subject Cao Van Vien E195903 entity
Predicate education P5 FINISHED
Object Vietnamese National Military Academy
The Vietnamese National Military Academy is a premier officer training institution of the former South Vietnamese armed forces, known for educating many of the Republic of Vietnam’s top military leaders.
 E728557 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: Vietnamese National Military Academy | Statement: [Cao Van Vien, education, Vietnamese National Military Academy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Vietnamese National Military Academy
Context triple: [Cao Van Vien, education, Vietnamese National Military Academy]
  • A. Kim Il Sung Military University
    Kim Il Sung Military University is a premier North Korean military academy in Pyongyang that trains the country’s elite military officers and political leadership.
  • B. Tôn Đức Thắng University
    Tôn Đức Thắng University is a public research university in Ho Chi Minh City, Vietnam, known for its strong emphasis on applied sciences, engineering, and international collaboration.
  • C. University of Defence
    The University of Defence is a Czech military higher education institution that provides university-level training and research for the armed forces and security sectors.
  • D. PLA National Defence University
    The PLA National Defence University is China’s premier military higher-education institution responsible for training senior officers and conducting advanced research in national defense and military strategy.
  • E. Indonesian Military Academy
    The Indonesian Military Academy is Indonesia’s premier officer training institution that educates and commissions future leaders of the Indonesian Army.
  • 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: Vietnamese National Military Academy
Triple: [Cao Van Vien, education, Vietnamese National Military Academy]
Generated description
The Vietnamese National Military Academy is a premier officer training institution of the former South Vietnamese armed forces, known for educating many of the Republic of Vietnam’s top military leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Vietnamese National Military Academy
Target entity description: The Vietnamese National Military Academy is a premier officer training institution of the former South Vietnamese armed forces, known for educating many of the Republic of Vietnam’s top military leaders.
  • A. Kim Il Sung Military University
    Kim Il Sung Military University is a premier North Korean military academy in Pyongyang that trains the country’s elite military officers and political leadership.
  • B. Tôn Đức Thắng University
    Tôn Đức Thắng University is a public research university in Ho Chi Minh City, Vietnam, known for its strong emphasis on applied sciences, engineering, and international collaboration.
  • C. University of Defence
    The University of Defence is a Czech military higher education institution that provides university-level training and research for the armed forces and security sectors.
  • D. PLA National Defence University
    The PLA National Defence University is China’s premier military higher-education institution responsible for training senior officers and conducting advanced research in national defense and military strategy.
  • E. Indonesian Military Academy
    The Indonesian Military Academy is Indonesia’s premier officer training institution that educates and commissions future leaders of the Indonesian Army.
  • 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_69ca82ecbdc481908a55cad8ca062d88 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7fe8989481909b32d4bfd586372d completed March 31, 2026, 8:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc7237aa0819092b3679a318223ba completed April 2, 2026, 1:32 a.m.
NEDg Description generation batch_69cdcc8596888190867bb0f298b6fac1 completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdd14de9408190a5522fbdbef4d748 completed April 2, 2026, 2:15 a.m.
Created at: March 30, 2026, 5:57 p.m.