Triple

T5156470
Position Surface form Disambiguated ID Type / Status
Subject University of Latvia E116321 entity
Predicate memberOf P10 FINISHED
Object Baltic University Programme
The Baltic University Programme is a regional network of universities and higher education institutions around the Baltic Sea that collaborate on education and research in sustainable development, environmental protection, and democracy.
 E43135 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: Baltic University Programme | Statement: [University of Latvia, memberOf, Baltic University Programme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Baltic University Programme
Context triple: [University of Latvia, memberOf, Baltic University Programme]
  • A. Baltic Research Centre
    The Baltic Research Centre is a specialized research unit of the University of Gdańsk focused on interdisciplinary studies related to the Baltic Sea region.
  • B. Baltic Sea Region University Network
    The Baltic Sea Region University Network is a collaborative association of universities around the Baltic Sea that work together to promote academic cooperation, research, and education in the region.
  • C. Arqus European University Alliance
    Arqus European University Alliance is a transnational network of European universities collaborating to enhance higher education, research, and societal engagement across member institutions.
  • D. Ventspils University of Applied Sciences
    Ventspils University of Applied Sciences is a higher education institution in Ventspils, Latvia, known for its programs in technology, engineering, and business and its role in regional research and innovation.
  • E. Mykolas Romeris University
    Mykolas Romeris University is a public university in Vilnius, Lithuania, known for its focus on social sciences, law, public administration, and related fields.
  • 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: Baltic University Programme
Triple: [University of Latvia, memberOf, Baltic University Programme]
Generated description
The Baltic University Programme is a regional network of universities and higher education institutions around the Baltic Sea that collaborate on education and research in sustainable development, environmental protection, and democracy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Baltic University Programme
Target entity description: The Baltic University Programme is a regional network of universities and higher education institutions around the Baltic Sea that collaborate on education and research in sustainable development, environmental protection, and democracy.
  • A. Baltic Research Centre
    The Baltic Research Centre is a specialized research unit of the University of Gdańsk focused on interdisciplinary studies related to the Baltic Sea region.
  • B. Baltic Sea Region University Network chosen
    The Baltic Sea Region University Network is a collaborative association of universities around the Baltic Sea that work together to promote academic cooperation, research, and education in the region.
  • C. Arqus European University Alliance
    Arqus European University Alliance is a transnational network of European universities collaborating to enhance higher education, research, and societal engagement across member institutions.
  • D. Ventspils University of Applied Sciences
    Ventspils University of Applied Sciences is a higher education institution in Ventspils, Latvia, known for its programs in technology, engineering, and business and its role in regional research and innovation.
  • E. Mykolas Romeris University
    Mykolas Romeris University is a public university in Vilnius, Lithuania, known for its focus on social sciences, law, public administration, and related fields.
  • 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_69bd445d94788190b72e2cc563120995 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79019c6481909641f173c5b3769a completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed0123bc48190920f60fc29f64734 completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed412290481908e3a63feac61c570 completed March 21, 2026, 5:23 p.m.
NED2 Entity disambiguation (via description) batch_69bed4ab86248190b5004585137db9c4 completed March 21, 2026, 5:26 p.m.
Created at: March 20, 2026, 1:44 p.m.