Triple

T8414617
Position Surface form Disambiguated ID Type / Status
Subject Morris Chang E198702 entity
Predicate employer P7 FINISHED
Object Industrial Technology Research Institute
Industrial Technology Research Institute is a leading Taiwanese applied research and development organization that has played a key role in advancing the nation’s high-tech and semiconductor industries.
E732957 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: Industrial Technology Research Institute | Statement: [Morris Chang, employer, Industrial Technology Research Institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Industrial Technology Research Institute
Context triple: [Morris Chang, employer, Industrial Technology Research Institute]
  • A. 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.
  • B. National Institute of Advanced Industrial Science and Technology (AIST)
    The National Institute of Advanced Industrial Science and Technology (AIST) is one of Japan’s largest public research organizations, conducting cutting-edge R&D in fields such as materials, energy, information technology, and robotics to support industrial innovation and societal needs.
  • C. 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.
  • D. Electronics and Telecommunications Research Institute
    The Electronics and Telecommunications Research Institute (ETRI) is a major South Korean government-funded research organization specializing in advanced information, communications, and electronics technologies.
  • E. Korea Research Institute of Standards and Science
    The Korea Research Institute of Standards and Science is South Korea’s national metrology institute, responsible for establishing and maintaining the country’s measurement standards and supporting scientific and industrial precision.
  • 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: Industrial Technology Research Institute
Triple: [Morris Chang, employer, Industrial Technology Research Institute]
Generated description
Industrial Technology Research Institute is a leading Taiwanese applied research and development organization that has played a key role in advancing the nation’s high-tech and semiconductor industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Industrial Technology Research Institute
Target entity description: Industrial Technology Research Institute is a leading Taiwanese applied research and development organization that has played a key role in advancing the nation’s high-tech and semiconductor industries.
  • A. 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.
  • B. National Institute of Advanced Industrial Science and Technology (AIST)
    The National Institute of Advanced Industrial Science and Technology (AIST) is one of Japan’s largest public research organizations, conducting cutting-edge R&D in fields such as materials, energy, information technology, and robotics to support industrial innovation and societal needs.
  • C. 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.
  • D. Electronics and Telecommunications Research Institute
    The Electronics and Telecommunications Research Institute (ETRI) is a major South Korean government-funded research organization specializing in advanced information, communications, and electronics technologies.
  • E. Korea Research Institute of Standards and Science
    The Korea Research Institute of Standards and Science is South Korea’s national metrology institute, responsible for establishing and maintaining the country’s measurement standards and supporting scientific and industrial precision.
  • 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_69ca831201b481909e137936ef99ff11 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb83e328cc8190b3b038005d0bb66f completed March 31, 2026, 8:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce032a25ec819094c6346eb2a7f973 completed April 2, 2026, 5:48 a.m.
NEDg Description generation batch_69ce0781859c8190bb92f41c00af459b completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce089d09c08190ba321aed4044a862 completed April 2, 2026, 6:11 a.m.
Created at: March 30, 2026, 6:06 p.m.