Triple

T7464835
Position Surface form Disambiguated ID Type / Status
Subject Ss. Cyril and Methodius University of Skopje E176345 entity
Predicate hasInstitute P186 FINISHED
Object Institute of Economics
The Institute of Economics is a higher education and research institution in Skopje specializing in economic studies and analysis as part of Ss. Cyril and Methodius University.
 E666465 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 of Economics | Statement: [Ss. Cyril and Methodius University of Skopje, hasInstitute, Institute of Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Institute of Economics
Context triple: [Ss. Cyril and Methodius University of Skopje, hasInstitute, Institute of Economics]
  • A. Institute of Economics
    The Institute of Economics is a research institute within Nankai University specializing in economic theory, policy analysis, and applied economic research.
  • B. Institute of Economics
    The Institute of Economics is an academic unit within the Royal Academy of Cambodia that focuses on economic research and higher education in economics and related fields.
  • C. Institute of World Economy and Business
    The Institute of World Economy and Business is an academic unit of the Peoples’ Friendship University of Russia specializing in international economics, global business, and related fields.
  • D. Institute of Economic Research
    The Institute of Economic Research is a leading academic center at the National Autonomous University of Mexico dedicated to advanced economic research, analysis, and policy studies.
  • E. Research Institute for Economic Sciences
    The Research Institute for Economic Sciences is an academic research center specializing in economic studies and policy analysis affiliated with Shahid Beheshti University in Iran.
  • 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 of Economics
Triple: [Ss. Cyril and Methodius University of Skopje, hasInstitute, Institute of Economics]
Generated description
The Institute of Economics is a higher education and research institution in Skopje specializing in economic studies and analysis as part of Ss. Cyril and Methodius University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Institute of Economics
Target entity description: The Institute of Economics is a higher education and research institution in Skopje specializing in economic studies and analysis as part of Ss. Cyril and Methodius University.
  • A. Institute of Economics
    The Institute of Economics is an academic unit within the Royal Academy of Cambodia that focuses on economic research and higher education in economics and related fields.
  • B. Institute of Economics
    The Institute of Economics is a research institute within Nankai University specializing in economic theory, policy analysis, and applied economic research.
  • C. Institute of World Economy and Business
    The Institute of World Economy and Business is an academic unit of the Peoples’ Friendship University of Russia specializing in international economics, global business, and related fields.
  • D. Institute of Economic Research
    The Institute of Economic Research is a leading academic center at the National Autonomous University of Mexico dedicated to advanced economic research, analysis, and policy studies.
  • E. Research Institute for Economic Sciences
    The Research Institute for Economic Sciences is an academic research center specializing in economic studies and policy analysis affiliated with Shahid Beheshti University in Iran.
  • 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_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.