Triple

T6300850
Position Surface form Disambiguated ID Type / Status
Subject International Association of Universities E141249 entity
Predicate publishes P80 FINISHED
Object Global surveys on internationalization of higher education
Global surveys on internationalization of higher education are large-scale, periodic studies that analyze trends, policies, and practices related to the global engagement and cross-border activities of universities and higher education systems worldwide.
E583351 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: Global surveys on internationalization of higher education | Statement: [International Association of Universities, publishes, Global surveys on internationalization of higher education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global surveys on internationalization of higher education
Context triple: [International Association of Universities, publishes, Global surveys on internationalization of higher education]
  • A. Education International
    Education International is a global federation of education sector trade unions that advocates for teachers’ rights, quality public education, and social justice worldwide.
  • B. Teaching and Learning International Survey
    The Teaching and Learning International Survey is a large-scale international study that examines the working conditions, practices, and professional experiences of teachers and school leaders across participating countries.
  • C. Education at a Glance
    Education at a Glance is the OECD’s flagship annual report that provides comprehensive comparative data and analysis on the performance, structure, and resources of education systems worldwide.
  • D. Global Engineering Education Exchange
    The Global Engineering Education Exchange is an international consortium that facilitates study-abroad and exchange opportunities for engineering students among leading universities worldwide.
  • E. School of International Education
    The School of International Education is a specialized faculty of Wuhan University focused on international programs, global academic exchange, and the education of overseas students.
  • 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: Global surveys on internationalization of higher education
Triple: [International Association of Universities, publishes, Global surveys on internationalization of higher education]
Generated description
Global surveys on internationalization of higher education are large-scale, periodic studies that analyze trends, policies, and practices related to the global engagement and cross-border activities of universities and higher education systems worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global surveys on internationalization of higher education
Target entity description: Global surveys on internationalization of higher education are large-scale, periodic studies that analyze trends, policies, and practices related to the global engagement and cross-border activities of universities and higher education systems worldwide.
  • A. Education International
    Education International is a global federation of education sector trade unions that advocates for teachers’ rights, quality public education, and social justice worldwide.
  • B. Teaching and Learning International Survey
    The Teaching and Learning International Survey is a large-scale international study that examines the working conditions, practices, and professional experiences of teachers and school leaders across participating countries.
  • C. Education at a Glance
    Education at a Glance is the OECD’s flagship annual report that provides comprehensive comparative data and analysis on the performance, structure, and resources of education systems worldwide.
  • D. Global Engineering Education Exchange
    The Global Engineering Education Exchange is an international consortium that facilitates study-abroad and exchange opportunities for engineering students among leading universities worldwide.
  • E. School of International Education
    The School of International Education is a specialized faculty of Wuhan University focused on international programs, global academic exchange, and the education of overseas students.
  • 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_69c008cf0ad4819095def81e2bd42f9f completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0645bb41481909294b06e2b3e1845 completed March 22, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e42f38bc819086a3e66a83ffc792 completed March 27, 2026, 1:58 a.m.
NEDg Description generation batch_69c5e4e5f5ec81909ddfb500315408bd completed March 27, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69c5e55af7c48190ab44b433ba8bd3e8 completed March 27, 2026, 2:03 a.m.
Created at: March 22, 2026, 4:27 p.m.