Triple

T7035052
Position Surface form Disambiguated ID Type / Status
Subject Ministry of National Defense (Republic of China) E163360 entity
Predicate subordinateAgency P23339 FINISHED
Object National Chung-Shan Institute of Science and Technology
The National Chung-Shan Institute of Science and Technology is Taiwan’s principal government-run defense research and development organization, responsible for designing and producing a wide range of military technologies and weapon systems.
 E637201 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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 Chung-Shan Institute of Science and Technology | Statement: [Ministry of National Defense (Republic of China), subordinateAgency, National Chung-Shan Institute of Science and Technology]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Chung-Shan Institute of Science and Technology
Context triple: [Ministry of National Defense (Republic of China), subordinateAgency, National Chung-Shan Institute of Science and Technology]
  • A. National Taiwan University of Science and Technology
    National Taiwan University of Science and Technology is a leading public technological and vocational research university in Taiwan, renowned for its engineering, management, and applied science programs.
  • B. National Chiao Tung University
    National Chiao Tung University is a leading Taiwanese research university renowned for its strengths in engineering, computer science, and technology innovation.
  • C. Southern Taiwan University of Science and Technology
    Southern Taiwan University of Science and Technology is a private technical and vocational university in Tainan, Taiwan, known for its engineering, management, and design programs.
  • D. National Cheng Kung University
    National Cheng Kung University is a leading public research university in southern Taiwan renowned for its engineering, science, and technology programs.
  • E. Yuan Ze University
    Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management programs.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Chung-Shan Institute of Science and Technology
Target entity description: The National Chung-Shan Institute of Science and Technology is Taiwan’s principal government-run defense research and development organization, responsible for designing and producing a wide range of military technologies and weapon systems.
  • A. National Taiwan University of Science and Technology
    National Taiwan University of Science and Technology is a leading public technological and vocational research university in Taiwan, renowned for its engineering, management, and applied science programs.
  • B. National Chiao Tung University
    National Chiao Tung University is a leading Taiwanese research university renowned for its strengths in engineering, computer science, and technology innovation.
  • C. Southern Taiwan University of Science and Technology
    Southern Taiwan University of Science and Technology is a private technical and vocational university in Tainan, Taiwan, known for its engineering, management, and design programs.
  • D. National Cheng Kung University
    National Cheng Kung University is a leading public research university in southern Taiwan renowned for its engineering, science, and technology programs.
  • E. Yuan Ze University
    Yuan Ze University is a private research university in Taiwan known for its strong engineering, information technology, and management programs.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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 Chung-Shan Institute of Science and Technology
Triple: [Ministry of National Defense (Republic of China), subordinateAgency, National Chung-Shan Institute of Science and Technology]
Generated description
The National Chung-Shan Institute of Science and Technology is Taiwan’s principal government-run defense research and development organization, responsible for designing and producing a wide range of military technologies and weapon systems.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69c6885d691c81908cf7d31083113886 elicitation completed
NER batch_69c6e212e28c8190bf38ce9a25d2032e ner completed
NED1 batch_69c775a211f88190afe5ed466abcac7a ned_source_triple completed
NED2 batch_69c77a79e76c8190a42fe57ffc1dc23c ned_description completed
NEDg batch_69c779c064548190bc17a399723f85e7 nedg completed
Created at: March 27, 2026, 2:36 p.m.