Triple
T1890114
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Burgas |
E41854
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Prof. Dr. Asen Zlatarov University
Prof. Dr. Asen Zlatarov University is a public higher education institution in Burgas, Bulgaria, known for its programs in natural sciences, engineering, and humanities.
|
E210204
|
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: Prof. Dr. Asen Zlatarov University | Statement: [Burgas, hasUniversity, Prof. Dr. Asen Zlatarov University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prof. Dr. Asen Zlatarov University Context triple: [Burgas, hasUniversity, Prof. Dr. Asen Zlatarov University]
-
A.
Alexander Toshev
Alexander Toshev is a computer scientist known for his contributions to computer vision and deep learning, including influential work on object detection.
-
B.
Vulko Chervenkov
Vulko Chervenkov was a Bulgarian communist politician who served as the country’s de facto leader in the early 1950s, overseeing a period of strict Stalinist rule and rapid industrialization.
-
C.
Vasil Terziev
Vasil Terziev is a Bulgarian entrepreneur and politician who serves as the mayor of Sofia.
-
D.
Ord. Prof. Dr. İsmail Hakkı Uzunçarşılı
Ord. Prof. Dr. İsmail Hakkı Uzunçarşılı was a prominent Turkish historian and academic known for his extensive research and publications on Ottoman history.
-
E.
Ord. Prof. Dr. Süheyl Ünver
Ord. Prof. Dr. Süheyl Ünver was a prominent Turkish physician, medical historian, and artist known for his pioneering work in the history of medicine and traditional Turkish arts.
- 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: Prof. Dr. Asen Zlatarov University Triple: [Burgas, hasUniversity, Prof. Dr. Asen Zlatarov University]
Generated description
Prof. Dr. Asen Zlatarov University is a public higher education institution in Burgas, Bulgaria, known for its programs in natural sciences, engineering, and humanities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prof. Dr. Asen Zlatarov University Target entity description: Prof. Dr. Asen Zlatarov University is a public higher education institution in Burgas, Bulgaria, known for its programs in natural sciences, engineering, and humanities.
-
A.
Alexander Toshev
Alexander Toshev is a computer scientist known for his contributions to computer vision and deep learning, including influential work on object detection.
-
B.
Vulko Chervenkov
Vulko Chervenkov was a Bulgarian communist politician who served as the country’s de facto leader in the early 1950s, overseeing a period of strict Stalinist rule and rapid industrialization.
-
C.
Vasil Terziev
Vasil Terziev is a Bulgarian entrepreneur and politician who serves as the mayor of Sofia.
-
D.
Ord. Prof. Dr. İsmail Hakkı Uzunçarşılı
Ord. Prof. Dr. İsmail Hakkı Uzunçarşılı was a prominent Turkish historian and academic known for his extensive research and publications on Ottoman history.
-
E.
Ord. Prof. Dr. Süheyl Ünver
Ord. Prof. Dr. Süheyl Ünver was a prominent Turkish physician, medical historian, and artist known for his pioneering work in the history of medicine and traditional Turkish arts.
- 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_69a8864b6de0819098d089f6a1b910a7 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb14475448190b291ada3454bf98b |
completed | March 7, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf665bd48190b08ff5159333b99b |
completed | March 8, 2026, 8:43 p.m. |
| NEDg | Description generation | batch_69ade02321b881909e8bb087f6c3acd4 |
completed | March 8, 2026, 8:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade0d3f77481909cb4c9a57a9fb6a7 |
completed | March 8, 2026, 8:49 p.m. |
Created at: March 4, 2026, 7:34 p.m.