Triple

T7464840
Position Surface form Disambiguated ID Type / Status
Subject Ss. Cyril and Methodius University of Skopje E176345 entity
Predicate secondaryRole P2114 FINISHED
Object center for scientific research in North Macedonia
The center for scientific research in North Macedonia is a leading national hub for academic inquiry and innovation, coordinating and advancing research across diverse scientific disciplines.
E357652 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: center for scientific research in North Macedonia | Statement: [Ss. Cyril and Methodius University of Skopje, secondaryRole, center for scientific research in North Macedonia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: center for scientific research in North Macedonia
Context triple: [Ss. Cyril and Methodius University of Skopje, secondaryRole, center for scientific research in North Macedonia]
  • A. Macedonian Academy of Sciences and Arts
    The Macedonian Academy of Sciences and Arts is the national highest scientific and artistic institution of North Macedonia, dedicated to advancing research, scholarship, and cultural development.
  • B. Academy of Sciences of Albania
    The Academy of Sciences of Albania is the country’s leading scientific institution, responsible for advancing research, setting academic standards, and advising the government on science and education policy.
  • C. Academy of Sciences and Arts of Kosovo
    The Academy of Sciences and Arts of Kosovo is the highest scientific and artistic institution in Kosovo, dedicated to advancing research, scholarship, and cultural development in the country.
  • D. Balkan Research Center
    The Balkan Research Center is an academic institute affiliated with Trakya University that focuses on interdisciplinary research, culture, and regional issues related to the Balkans.
  • E. Ss. Cyril and Methodius University of Skopje
    Ss. Cyril and Methodius University of Skopje is the largest and oldest public university in North Macedonia, serving as a major center for higher education and research in the country.
  • 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: center for scientific research in North Macedonia
Triple: [Ss. Cyril and Methodius University of Skopje, secondaryRole, center for scientific research in North Macedonia]
Generated description
The center for scientific research in North Macedonia is a leading national hub for academic inquiry and innovation, coordinating and advancing research across diverse scientific disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: center for scientific research in North Macedonia
Target entity description: The center for scientific research in North Macedonia is a leading national hub for academic inquiry and innovation, coordinating and advancing research across diverse scientific disciplines.
  • A. Macedonian Academy of Sciences and Arts chosen
    The Macedonian Academy of Sciences and Arts is the national highest scientific and artistic institution of North Macedonia, dedicated to advancing research, scholarship, and cultural development.
  • B. Academy of Sciences of Albania
    The Academy of Sciences of Albania is the country’s leading scientific institution, responsible for advancing research, setting academic standards, and advising the government on science and education policy.
  • C. Academy of Sciences and Arts of Kosovo
    The Academy of Sciences and Arts of Kosovo is the highest scientific and artistic institution in Kosovo, dedicated to advancing research, scholarship, and cultural development in the country.
  • D. Balkan Research Center
    The Balkan Research Center is an academic institute affiliated with Trakya University that focuses on interdisciplinary research, culture, and regional issues related to the Balkans.
  • E. Ss. Cyril and Methodius University of Skopje
    Ss. Cyril and Methodius University of Skopje is the largest and oldest public university in North Macedonia, serving as a major center for higher education and research in the country.
  • 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_69c69f21632481908bf83f6c6da897e3 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f3f28f34819080713a8abcc22034 completed March 27, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8346adb3081908f049d8dcd623215 completed March 28, 2026, 8:04 p.m.
NEDg Description generation batch_69c835904be081908fa9317eb5568d82 completed March 28, 2026, 8:09 p.m.
NED2 Entity disambiguation (via description) batch_69c83621b32c8190bd4b289b5f9f1764 completed March 28, 2026, 8:12 p.m.
Created at: March 27, 2026, 3:40 p.m.