Triple
T1847840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Varna |
E41324
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
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.
|
E206160
|
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: Varna Free University | Statement: [Varna, hasUniversity, Varna Free University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Varna Free University Context triple: [Varna, hasUniversity, Varna Free University]
-
A.
Trakya University
Trakya University is a public higher education institution in Edirne, Turkey, known for serving the Thrace region with a wide range of academic programs and research activities.
-
B.
American University in Bulgaria
The American University in Bulgaria is a private liberal arts university offering U.S.-style higher education to international students in Southeast Europe.
-
C.
Sofia University "St. Kliment Ohridski"
Sofia University "St. Kliment Ohridski" is Bulgaria’s oldest and most prestigious higher education institution, renowned for its comprehensive academic programs and leading role in the country’s intellectual and cultural life.
-
D.
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.
-
E.
South-West University "Neofit Rilski"
South-West University "Neofit Rilski" is a major Bulgarian public higher education institution known for its diverse academic programs and regional cultural and research contributions.
- 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: Varna Free University Triple: [Varna, hasUniversity, Varna Free University]
Generated description
Varna Free University is a private higher education institution in Varna, Bulgaria, offering a range of undergraduate and graduate programs across multiple disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Varna Free University Target entity description: Varna Free University is a private higher education institution in Varna, Bulgaria, offering a range of undergraduate and graduate programs across multiple disciplines.
-
A.
Trakya University
Trakya University is a public higher education institution in Edirne, Turkey, known for serving the Thrace region with a wide range of academic programs and research activities.
-
B.
American University in Bulgaria
The American University in Bulgaria is a private liberal arts university offering U.S.-style higher education to international students in Southeast Europe.
-
C.
Sofia University "St. Kliment Ohridski"
Sofia University "St. Kliment Ohridski" is Bulgaria’s oldest and most prestigious higher education institution, renowned for its comprehensive academic programs and leading role in the country’s intellectual and cultural life.
-
D.
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.
-
E.
South-West University "Neofit Rilski"
South-West University "Neofit Rilski" is a major Bulgarian public higher education institution known for its diverse academic programs and regional cultural and research contributions.
- 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_69a88648cd44819093303206d96d76ad |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb05412a08190855ea453d1264ea3 |
completed | March 7, 2026, 4:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc9c2e0a081909f521e6f73956239 |
completed | March 8, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69adcaf1917c819090eac27de62494ca |
completed | March 8, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adcbba64588190aa0ebd2b6f67afa7 |
completed | March 8, 2026, 7:19 p.m. |
Created at: March 4, 2026, 7:33 p.m.