Triple

T7034956
Position Surface form Disambiguated ID Type / Status
Subject Republic of China Armed Forces E163358 entity
Predicate hasCommand P15534 FINISHED
Object National Defense University
National Defense University is Taiwan’s premier military higher-education institution, responsible for training senior officers and conducting advanced defense and strategic studies for the Republic of China Armed Forces.
E637193 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: National Defense University | Statement: [Republic of China Armed Forces, hasCommand, National Defense University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Defense University
Context triple: [Republic of China Armed Forces, hasCommand, National Defense University]
  • A. National Defense University
    The National Defense University is the United States’ premier joint higher education institution for military and national security professionals, providing advanced education and research in defense strategy, security studies, and resource management.
  • B. National War College
    The National War College is a senior-level U.S. military educational institution in Washington, D.C., that prepares military officers and government officials for high-level policy, strategy, and national security leadership roles.
  • C. National Defence University
    The National Defence University is Finland’s premier military higher education institution responsible for training officers and conducting defence-related research for the Finnish Defence Forces.
  • D. United States Army War College
    The United States Army War College is a senior military educational institution in Carlisle, Pennsylvania, that provides advanced strategic and leadership training primarily for U.S. and international military officers.
  • E. Industrial College of the Armed Forces
    The Industrial College of the Armed Forces, now known as the Dwight D. Eisenhower School for National Security and Resource Strategy, is a senior U.S. military educational institution focused on preparing leaders for high-level responsibilities in national security and resource management.
  • 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: National Defense University
Triple: [Republic of China Armed Forces, hasCommand, National Defense University]
Generated description
National Defense University is Taiwan’s premier military higher-education institution, responsible for training senior officers and conducting advanced defense and strategic studies for the Republic of China Armed Forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Defense University
Target entity description: National Defense University is Taiwan’s premier military higher-education institution, responsible for training senior officers and conducting advanced defense and strategic studies for the Republic of China Armed Forces.
  • A. National Defense University
    The National Defense University is the United States’ premier joint higher education institution for military and national security professionals, providing advanced education and research in defense strategy, security studies, and resource management.
  • B. National War College
    The National War College is a senior-level U.S. military educational institution in Washington, D.C., that prepares military officers and government officials for high-level policy, strategy, and national security leadership roles.
  • C. National Defence University
    The National Defence University is Finland’s premier military higher education institution responsible for training officers and conducting defence-related research for the Finnish Defence Forces.
  • D. United States Army War College
    The United States Army War College is a senior military educational institution in Carlisle, Pennsylvania, that provides advanced strategic and leadership training primarily for U.S. and international military officers.
  • E. Industrial College of the Armed Forces
    The Industrial College of the Armed Forces, now known as the Dwight D. Eisenhower School for National Security and Resource Strategy, is a senior U.S. military educational institution focused on preparing leaders for high-level responsibilities in national security and resource management.
  • 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_69c6885d691c81908cf7d31083113886 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e212e28c8190bf38ce9a25d2032e completed March 27, 2026, 8:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c775a211f88190afe5ed466abcac7a completed March 28, 2026, 6:30 a.m.
NEDg Description generation batch_69c779c064548190bc17a399723f85e7 completed March 28, 2026, 6:48 a.m.
NED2 Entity disambiguation (via description) batch_69c77a79e76c8190a42fe57ffc1dc23c completed March 28, 2026, 6:51 a.m.
Created at: March 27, 2026, 2:36 p.m.