Triple

T6734484
Position Surface form Disambiguated ID Type / Status
Subject University of Da Nang E153717 entity
Predicate hasMemberInstitution P1933 FINISHED
Object School of International Education – University of Da Nang
The School of International Education – University of Da Nang is a specialized unit within the University of Da Nang that focuses on delivering internationalized academic programs, partnerships, and student exchange activities.
E153717 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: School of International Education – University of Da Nang | Statement: [University of Da Nang, hasMemberInstitution, School of International Education – University of Da Nang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: School of International Education – University of Da Nang
Context triple: [University of Da Nang, hasMemberInstitution, School of International Education – University of Da Nang]
  • A. University of Da Nang
    The University of Da Nang is a major regional public university system in central Vietnam, offering a wide range of academic and research programs across multiple member institutions.
  • B. Huế University
    Huế University is a major public higher education institution in central Vietnam, known for its comprehensive range of academic programs and its role as an important cultural and educational center in the city of Huế.
  • C. Hanoi University of Education
    Hanoi University of Education is one of Vietnam’s leading teacher-training institutions, renowned for preparing educators and conducting research in pedagogy and educational sciences.
  • D. Tôn Đức Thắng University
    Tôn Đức Thắng University is a public research university in Ho Chi Minh City, Vietnam, known for its strong emphasis on applied sciences, engineering, and international collaboration.
  • E. Vietnam National University Ho Chi Minh City
    Vietnam National University Ho Chi Minh City is one of Vietnam’s leading multidisciplinary public university systems, comprising multiple member universities and research institutes and serving as a major center for higher education and scientific research in the southern region.
  • 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: School of International Education – University of Da Nang
Triple: [University of Da Nang, hasMemberInstitution, School of International Education – University of Da Nang]
Generated description
The School of International Education – University of Da Nang is a specialized unit within the University of Da Nang that focuses on delivering internationalized academic programs, partnerships, and student exchange activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: School of International Education – University of Da Nang
Target entity description: The School of International Education – University of Da Nang is a specialized unit within the University of Da Nang that focuses on delivering internationalized academic programs, partnerships, and student exchange activities.
  • A. University of Da Nang chosen
    The University of Da Nang is a major regional public university system in central Vietnam, offering a wide range of academic and research programs across multiple member institutions.
  • B. Huế University
    Huế University is a major public higher education institution in central Vietnam, known for its comprehensive range of academic programs and its role as an important cultural and educational center in the city of Huế.
  • C. Hanoi University of Education
    Hanoi University of Education is one of Vietnam’s leading teacher-training institutions, renowned for preparing educators and conducting research in pedagogy and educational sciences.
  • D. Tôn Đức Thắng University
    Tôn Đức Thắng University is a public research university in Ho Chi Minh City, Vietnam, known for its strong emphasis on applied sciences, engineering, and international collaboration.
  • E. Vietnam National University Ho Chi Minh City
    Vietnam National University Ho Chi Minh City is one of Vietnam’s leading multidisciplinary public university systems, comprising multiple member universities and research institutes and serving as a major center for higher education and scientific research in the southern region.
  • F. None of above.

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_69c6880bdd68819097de8b6099992682 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d16ecbe08190b019d547f631a725 completed March 27, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b0703288190906cfcaba9d9c85a completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70bffe7b48190bbe217bc9fbb08ab completed March 27, 2026, 11 p.m.
NED2 Entity disambiguation (via description) batch_69c70c84de7081908d86c6f710410443 completed March 27, 2026, 11:02 p.m.
Created at: March 27, 2026, 2:09 p.m.