Triple

T10878496
Position Surface form Disambiguated ID Type / Status
Subject Vietnam National University Ho Chi Minh City E256858 entity
Predicate hasPart P35 FINISHED
Object Institute for Environment and Resources – VNU-HCM
The Institute for Environment and Resources – VNU-HCM is a specialized research and training institute within Vietnam National University Ho Chi Minh City focused on environmental science, natural resource management, and sustainable development.
E890346 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: Institute for Environment and Resources – VNU-HCM | Statement: [Vietnam National University Ho Chi Minh City, hasPart, Institute for Environment and Resources – VNU-HCM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Institute for Environment and Resources – VNU-HCM
Context triple: [Vietnam National University Ho Chi Minh City, hasPart, Institute for Environment and Resources – VNU-HCM]
  • A. School of Environmental Science and Technology, Hanoi University of Science and Technology
    The School of Environmental Science and Technology at Hanoi University of Science and Technology is an academic unit specializing in education and research on environmental science, engineering, and sustainable technologies in Vietnam.
  • B. Institute of Environment and Sustainable Development
    The Institute of Environment and Sustainable Development is an academic and research center at Banaras Hindu University focused on environmental science, sustainability studies, and related interdisciplinary fields.
  • C. Institute of Environmental Studies and Research
    The Institute of Environmental Studies and Research is a specialized graduate and research center at Cairo University focused on environmental science, policy, and sustainable development in Egypt and the surrounding region.
  • D. Ho Chi Minh City University of Economics – Campus in District 5
    Ho Chi Minh City University of Economics – Campus in District 5 is a branch of the University of Economics Ho Chi Minh City that provides higher education and training in economics, business, and related fields within District 5.
  • E. Vietnam Academy of Social Sciences
    The Vietnam Academy of Social Sciences is a leading national research institution responsible for advancing and coordinating studies in the social sciences and humanities in Vietnam.
  • 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 for Environment and Resources – VNU-HCM
Triple: [Vietnam National University Ho Chi Minh City, hasPart, Institute for Environment and Resources – VNU-HCM]
Generated description
The Institute for Environment and Resources – VNU-HCM is a specialized research and training institute within Vietnam National University Ho Chi Minh City focused on environmental science, natural resource management, and sustainable development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Institute for Environment and Resources – VNU-HCM
Target entity description: The Institute for Environment and Resources – VNU-HCM is a specialized research and training institute within Vietnam National University Ho Chi Minh City focused on environmental science, natural resource management, and sustainable development.
  • A. School of Environmental Science and Technology, Hanoi University of Science and Technology
    The School of Environmental Science and Technology at Hanoi University of Science and Technology is an academic unit specializing in education and research on environmental science, engineering, and sustainable technologies in Vietnam.
  • B. Institute of Environment and Sustainable Development
    The Institute of Environment and Sustainable Development is an academic and research center at Banaras Hindu University focused on environmental science, sustainability studies, and related interdisciplinary fields.
  • C. Institute of Environmental Studies and Research
    The Institute of Environmental Studies and Research is a specialized graduate and research center at Cairo University focused on environmental science, policy, and sustainable development in Egypt and the surrounding region.
  • D. Ho Chi Minh City University of Economics – Campus in District 5
    Ho Chi Minh City University of Economics – Campus in District 5 is a branch of the University of Economics Ho Chi Minh City that provides higher education and training in economics, business, and related fields within District 5.
  • E. Vietnam Academy of Social Sciences
    The Vietnam Academy of Social Sciences is a leading national research institution responsible for advancing and coordinating studies in the social sciences and humanities in Vietnam.
  • 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_69d6aa848804819081b2713ca0bedf06 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d751ae92548190a3563c5b18650a32 completed April 9, 2026, 7:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7e2322c8190a55605237ae6ce95 completed April 15, 2026, 8:41 p.m.
NEDg Description generation batch_69e002709d38819099c4402d30824612 completed April 15, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69e005873ba48190b8c24c77611562fa completed April 15, 2026, 9:39 p.m.
Created at: April 8, 2026, 9:21 p.m.