Triple

T8771405
Position Surface form Disambiguated ID Type / Status
Subject Varna Province E208470 entity
Predicate hasUniversity P113 FINISHED
Object University of Economics – Varna
The University of Economics – Varna is a Bulgarian higher education institution specializing in economics and business studies, located in the coastal city of Varna.
 E758883 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: University of Economics – Varna | Statement: [Varna Province, hasUniversity, University of Economics – Varna]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Economics – Varna
Context triple: [Varna Province, hasUniversity, University of Economics – Varna]
  • A. Technical University of Varna
    Technical University of Varna is a Bulgarian higher education institution specializing in engineering and technical sciences, located in the coastal city of Varna.
  • B. Burgas Free University
    Burgas Free University is a private higher education institution in Burgas, Bulgaria, offering a range of undergraduate and postgraduate programs across various disciplines.
  • C. Varna Free University
    Varna Free University is a private higher education institution in Varna, Bulgaria, offering a range of undergraduate and graduate programs across multiple disciplines.
  • D. Plovdiv University Paisii Hilendarski
    Plovdiv University Paisii Hilendarski is one of Bulgaria’s leading higher education institutions, known for its broad range of academic programs and research activities, based in the city of Plovdiv.
  • E. Technical University of Sofia
    The Technical University of Sofia is Bulgaria’s largest and oldest technical higher education institution, specializing in engineering and applied sciences.
  • 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: University of Economics – Varna
Triple: [Varna Province, hasUniversity, University of Economics – Varna]
Generated description
The University of Economics – Varna is a Bulgarian higher education institution specializing in economics and business studies, located in the coastal city of Varna.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Economics – Varna
Target entity description: The University of Economics – Varna is a Bulgarian higher education institution specializing in economics and business studies, located in the coastal city of Varna.
  • A. Technical University of Varna
    Technical University of Varna is a Bulgarian higher education institution specializing in engineering and technical sciences, located in the coastal city of Varna.
  • B. Burgas Free University
    Burgas Free University is a private higher education institution in Burgas, Bulgaria, offering a range of undergraduate and postgraduate programs across various disciplines.
  • C. Varna Free University
    Varna Free University is a private higher education institution in Varna, Bulgaria, offering a range of undergraduate and graduate programs across multiple disciplines.
  • D. Plovdiv University Paisii Hilendarski
    Plovdiv University Paisii Hilendarski is one of Bulgaria’s leading higher education institutions, known for its broad range of academic programs and research activities, based in the city of Plovdiv.
  • E. Technical University of Sofia
    The Technical University of Sofia is Bulgaria’s largest and oldest technical higher education institution, specializing in engineering and applied sciences.
  • 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_69ca835edb4481909b4aafb616dc5eb7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f2c54c08190a904723d1f0527a4 completed March 31, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf6f2793688190a23ab55eba95e177 completed April 3, 2026, 7:41 a.m.
NEDg Description generation batch_69cf7041b6bc81909924d1382b756746 completed April 3, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69cf714f22c48190a192c6fc32debfd6 completed April 3, 2026, 7:50 a.m.
Created at: March 30, 2026, 6:41 p.m.