Triple

T14090949
Position Surface form Disambiguated ID Type / Status
Subject National Tsing Hua University E339127 entity
Predicate hasGraduateInstitute P112777 FINISHED
Object Institute of Communications Engineering
The Institute of Communications Engineering is a graduate-level academic and research institute at National Tsing Hua University specializing in communications systems, signal processing, and related information technologies.
E1080266 NE FINISHED

How this triple was built (5 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: Institute of Communications Engineering | Statement: [National Tsing Hua University, hasGraduateInstitute, Institute of Communications Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Institute of Communications Engineering
Context triple: [National Tsing Hua University, hasGraduateInstitute, Institute of Communications Engineering]
  • A. Institute of Electronics, Communications and Information Technology
    The Institute of Electronics, Communications and Information Technology is a research and innovation center at Queen’s University Belfast focused on advanced electronics, telecommunications, and information technologies.
  • B. Institute of Electronics and Telecommunications
    The Institute of Electronics and Telecommunications is a specialized research and academic unit at Hanoi University of Science and Technology focusing on electronics, communications, and related technologies.
  • C. School of Telecommunications Engineering
    The School of Telecommunications Engineering is a specialized faculty of the Polytechnic University of Madrid focused on education and research in telecommunications and related technologies.
  • D. School of Telecommunications Engineering
    The School of Telecommunications Engineering is an academic faculty of the University of Málaga specializing in education and research in telecommunications and related technologies.
  • E. Institute of Telecommunication Systems
    The Institute of Telecommunication Systems is an academic and research unit specializing in telecommunications and information-communication technologies within KPI (Kyiv Polytechnic Institute).
  • 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: Institute of Communications Engineering
Triple: [National Tsing Hua University, hasGraduateInstitute, Institute of Communications Engineering]
Generated description
The Institute of Communications Engineering is a graduate-level academic and research institute at National Tsing Hua University specializing in communications systems, signal processing, and related information technologies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Institute of Communications Engineering
Target entity description: The Institute of Communications Engineering is a graduate-level academic and research institute at National Tsing Hua University specializing in communications systems, signal processing, and related information technologies.
  • A. Institute of Electronics, Communications and Information Technology
    The Institute of Electronics, Communications and Information Technology is a research and innovation center at Queen’s University Belfast focused on advanced electronics, telecommunications, and information technologies.
  • B. Institute of Electronics and Telecommunications
    The Institute of Electronics and Telecommunications is a specialized research and academic unit at Hanoi University of Science and Technology focusing on electronics, communications, and related technologies.
  • C. School of Telecommunications Engineering
    The School of Telecommunications Engineering is a specialized faculty of the Polytechnic University of Madrid focused on education and research in telecommunications and related technologies.
  • D. School of Telecommunications Engineering
    The School of Telecommunications Engineering is an academic faculty of the University of Málaga specializing in education and research in telecommunications and related technologies.
  • E. Institute of Telecommunication Systems
    The Institute of Telecommunication Systems is an academic and research unit specializing in telecommunications and information-communication technologies within KPI (Kyiv Polytechnic Institute).
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasGraduateInstitute
Context triple: [National Tsing Hua University, hasGraduateInstitute, Institute of Communications Engineering]
  • A. hasGraduateDivision
    Indicates that an institution or academic unit possesses an official graduate-level division or administrative body responsible for graduate programs.
  • B. hasDoctoralSchool
    Indicates that an individual or academic entity is affiliated with or obtained their doctoral education from a specific doctoral school or graduate institution.
  • C. academyGraduateOf
    Indicates that a person has graduated from or successfully completed a program at a particular academy.
  • D. hasDoctoralProgram
    Indicates that an institution or academic unit offers and administers a doctoral-level degree program.
  • E. hasDoctoralPrograms
    Indicates that an institution offers one or more doctoral-level academic degree programs.
  • F. None of above. chosen

Provenance (7 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5ee3213c8190af2853a2a5b302a2 completed April 14, 2026, 3:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0a7aab88190949cf1fd8e11b050 completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd5ad82388190a196d811734cdca2 completed May 7, 2026, 6:10 p.m.
NED2 Entity disambiguation (via description) batch_69fcd63a114881909ff7b2df937d24df completed May 7, 2026, 6:13 p.m.
PD Predicate disambiguation batch_69de05b0e6c88190a819eeba0028981f completed April 14, 2026, 9:15 a.m.
PDg Predicate description generation batch_69de2398856c81908bed6070e4ca6ab1 completed April 14, 2026, 11:23 a.m.
Created at: April 9, 2026, 10:21 p.m.