Triple

T7034957
Position Surface form Disambiguated ID Type / Status
Subject Republic of China Armed Forces E163358 entity
Predicate hasCommand P15534 FINISHED
Object Political Warfare Bureau
The Political Warfare Bureau is the Republic of China military’s main agency responsible for political work, psychological operations, and ideological control within the armed forces.
E637194 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: Political Warfare Bureau | Statement: [Republic of China Armed Forces, hasCommand, Political Warfare Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Political Warfare Bureau
Context triple: [Republic of China Armed Forces, hasCommand, Political Warfare Bureau]
  • A. Directorate of Military Intelligence
    The Directorate of Military Intelligence was a British War Office department responsible for overseeing and coordinating army intelligence activities, including the various MI sections, during the late 19th and early 20th centuries.
  • B. Political Directorate
    The Political Directorate is a key department within Germany's Federal Foreign Office responsible for shaping and coordinating the country's foreign and security policy.
  • C. Political Directorate
    The Political Directorate is a division within the Northern Ireland Office responsible for advising on and managing political strategy, policy, and relations concerning Northern Ireland’s governance and peace process.
  • D. Bureau of Political-Military Affairs
    The Bureau of Political-Military Affairs is the U.S. State Department office that coordinates diplomacy and defense policy, including security assistance, arms transfers, and military cooperation with foreign partners.
  • E. Special Operations Bureau
    The Special Operations Bureau is a specialized division of the New York City Police Department responsible for handling high-risk, tactical, and emergency response operations.
  • 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: Political Warfare Bureau
Triple: [Republic of China Armed Forces, hasCommand, Political Warfare Bureau]
Generated description
The Political Warfare Bureau is the Republic of China military’s main agency responsible for political work, psychological operations, and ideological control within the armed forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Political Warfare Bureau
Target entity description: The Political Warfare Bureau is the Republic of China military’s main agency responsible for political work, psychological operations, and ideological control within the armed forces.
  • A. Directorate of Military Intelligence
    The Directorate of Military Intelligence was a British War Office department responsible for overseeing and coordinating army intelligence activities, including the various MI sections, during the late 19th and early 20th centuries.
  • B. Political Directorate
    The Political Directorate is a key department within Germany's Federal Foreign Office responsible for shaping and coordinating the country's foreign and security policy.
  • C. Political Directorate
    The Political Directorate is a division within the Northern Ireland Office responsible for advising on and managing political strategy, policy, and relations concerning Northern Ireland’s governance and peace process.
  • D. Bureau of Political-Military Affairs
    The Bureau of Political-Military Affairs is the U.S. State Department office that coordinates diplomacy and defense policy, including security assistance, arms transfers, and military cooperation with foreign partners.
  • E. Special Operations Bureau
    The Special Operations Bureau is a specialized division of the New York City Police Department responsible for handling high-risk, tactical, and emergency response operations.
  • 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.