Triple

T8651702
Position Surface form Disambiguated ID Type / Status
Subject Faculty of Banking and Finance, National Economics University E205113 entity
Predicate affiliation P10 FINISHED
Object Ministry of Education and Training of Vietnam E599752 NE FINISHED

How this triple was built (2 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: Ministry of Education and Training of Vietnam | Statement: [Faculty of Banking and Finance, National Economics University, affiliation, Ministry of Education and Training of Vietnam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Education and Training of Vietnam
Context triple: [Faculty of Banking and Finance, National Economics University, affiliation, Ministry of Education and Training of Vietnam]
  • A. Ministry of Education and Training of Vietnam chosen
    The Ministry of Education and Training of Vietnam is the central government body responsible for formulating and overseeing national policies, curricula, and standards for the country’s education system.
  • B. 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.
  • C. Vietnam national university system
    The Vietnam national university system is a network of leading public multidisciplinary universities in Vietnam that operate with a high degree of autonomy and play a central role in the country’s higher education and research.
  • D. 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.
  • E. Vietnam National University, Hanoi
    Vietnam National University, Hanoi is one of Vietnam’s leading multidisciplinary public universities and a major national research and education center based in the capital city.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca834e56848190abb0eeaec9dedd32 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc484051b48190b1d0cc63426c204d completed March 31, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69ceccc95b588190b5e44c73cf93d18b completed April 2, 2026, 8:08 p.m.
Created at: March 30, 2026, 6:29 p.m.