Triple

T7035048
Position Surface form Disambiguated ID Type / Status
Subject Ministry of National Defense (Republic of China) E163360 entity
Predicate subordinateAgency P23339 FINISHED
Object Armaments Bureau
The Armaments Bureau is a military agency of Taiwan responsible for the research, development, production, and procurement of weapons and defense equipment for the Republic of China Armed Forces.
E637199 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: Armaments Bureau | Statement: [Ministry of National Defense (Republic of China), subordinateAgency, Armaments Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armaments Bureau
Context triple: [Ministry of National Defense (Republic of China), subordinateAgency, Armaments Bureau]
  • A. Munitions Directorate
    The Munitions Directorate is a division of the U.S. Air Force’s primary research organization that focuses on developing advanced weapons, munitions technologies, and related air-delivered capabilities.
  • B. Directorate General of Ordnance Services
    The Directorate General of Ordnance Services is the apex logistics authority in the Indian Army responsible for overseeing ordnance management, supply, and maintenance of military equipment and stores.
  • C. Bureau of Naval Weapons
    The Bureau of Naval Weapons was a former United States Navy organization responsible for the development, procurement, and support of naval aircraft and ordnance before its functions were reorganized under newer commands.
  • D. Materials and Manufacturing Directorate
    The Materials and Manufacturing Directorate is a research and development organization within the U.S. Air Force that focuses on advancing materials science and manufacturing technologies to enhance aerospace and defense capabilities.
  • E. National Organization for Military Production
    The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
  • 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: Armaments Bureau
Triple: [Ministry of National Defense (Republic of China), subordinateAgency, Armaments Bureau]
Generated description
The Armaments Bureau is a military agency of Taiwan responsible for the research, development, production, and procurement of weapons and defense equipment for the Republic of China Armed Forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armaments Bureau
Target entity description: The Armaments Bureau is a military agency of Taiwan responsible for the research, development, production, and procurement of weapons and defense equipment for the Republic of China Armed Forces.
  • A. Munitions Directorate
    The Munitions Directorate is a division of the U.S. Air Force’s primary research organization that focuses on developing advanced weapons, munitions technologies, and related air-delivered capabilities.
  • B. Directorate General of Ordnance Services
    The Directorate General of Ordnance Services is the apex logistics authority in the Indian Army responsible for overseeing ordnance management, supply, and maintenance of military equipment and stores.
  • C. Bureau of Naval Weapons
    The Bureau of Naval Weapons was a former United States Navy organization responsible for the development, procurement, and support of naval aircraft and ordnance before its functions were reorganized under newer commands.
  • D. Materials and Manufacturing Directorate
    The Materials and Manufacturing Directorate is a research and development organization within the U.S. Air Force that focuses on advancing materials science and manufacturing technologies to enhance aerospace and defense capabilities.
  • E. National Organization for Military Production
    The National Organization for Military Production is an Egyptian state-owned conglomerate that oversees the development and manufacture of military equipment and related industrial products for Egypt’s defense sector.
  • 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.