Triple
T7114556
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sofia University "St. Kliment Ohridski" |
E165785
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Balkan Universities Association
The Balkan Universities Association is a regional network that brings together higher education institutions from Balkan countries to promote academic cooperation, research collaboration, and cultural exchange.
|
E641757
|
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: Balkan Universities Association | Statement: [Sofia University "St. Kliment Ohridski", memberOf, Balkan Universities Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balkan Universities Association Context triple: [Sofia University "St. Kliment Ohridski", memberOf, Balkan Universities Association]
-
A.
Eurasian Association of Universities
The Eurasian Association of Universities is a regional consortium of leading higher education institutions across Eurasia that promotes academic cooperation, research collaboration, and educational integration among its member universities.
-
B.
University of Pristina
The University of Pristina is a major public higher education and research institution located in Pristina, the capital of Kosovo.
-
C.
University of Montenegro
The University of Montenegro is the largest and oldest public higher education and research institution in Montenegro, offering a wide range of academic programs across multiple faculties.
-
D.
University of Niš
The University of Niš is a major public higher education and research institution located in the city of Niš, Serbia.
-
E.
Danube Rectors' Conference
The Danube Rectors' Conference is an association of universities from countries along the Danube River that collaborates to promote higher education, research, and academic cooperation in the region.
- 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: Balkan Universities Association Triple: [Sofia University "St. Kliment Ohridski", memberOf, Balkan Universities Association]
Generated description
The Balkan Universities Association is a regional network that brings together higher education institutions from Balkan countries to promote academic cooperation, research collaboration, and cultural exchange.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balkan Universities Association Target entity description: The Balkan Universities Association is a regional network that brings together higher education institutions from Balkan countries to promote academic cooperation, research collaboration, and cultural exchange.
-
A.
Eurasian Association of Universities
The Eurasian Association of Universities is a regional consortium of leading higher education institutions across Eurasia that promotes academic cooperation, research collaboration, and educational integration among its member universities.
-
B.
University of Pristina
The University of Pristina is a major public higher education and research institution located in Pristina, the capital of Kosovo.
-
C.
University of Montenegro
The University of Montenegro is the largest and oldest public higher education and research institution in Montenegro, offering a wide range of academic programs across multiple faculties.
-
D.
University of Niš
The University of Niš is a major public higher education and research institution located in the city of Niš, Serbia.
-
E.
Danube Rectors' Conference
The Danube Rectors' Conference is an association of universities from countries along the Danube River that collaborates to promote higher education, research, and academic cooperation in the region.
- 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_69c6888227bc8190a1394679e3116f90 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5f0dab8819092103aefcaa1f9c2 |
completed | March 27, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cbfc7a08190ab07f3d65aa79f16 |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d0215888190b0e59c2584358a05 |
completed | March 28, 2026, 9:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79d63b6dc8190b3b52ef6566ba490 |
completed | March 28, 2026, 9:20 a.m. |
Created at: March 27, 2026, 2:43 p.m.