Triple
T21844618
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shumen |
E539342
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Konstantin Preslavsky University of Shumen
Konstantin Preslavsky University of Shumen is a Bulgarian public university known for its programs in humanities, natural sciences, education, and information technologies.
|
E1504922
|
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: Konstantin Preslavsky University of Shumen | Statement: [Shumen, hasUniversity, Konstantin Preslavsky University of Shumen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Konstantin Preslavsky University of Shumen Context triple: [Shumen, hasUniversity, Konstantin Preslavsky University of Shumen]
-
A.
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.
-
B.
Shumen campus
Shumen campus is a regional branch of Bulgaria’s National Military University “Vasil Levski,” providing military and higher education training in the city of Shumen.
-
C.
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.
-
D.
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.
-
E.
Technical University of Gabrovo
Technical University of Gabrovo is a Bulgarian higher education institution specializing in engineering and technical sciences, located in the city of Gabrovo.
- 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: Konstantin Preslavsky University of Shumen Triple: [Shumen, hasUniversity, Konstantin Preslavsky University of Shumen]
Generated description
Konstantin Preslavsky University of Shumen is a Bulgarian public university known for its programs in humanities, natural sciences, education, and information technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Konstantin Preslavsky University of Shumen Target entity description: Konstantin Preslavsky University of Shumen is a Bulgarian public university known for its programs in humanities, natural sciences, education, and information technologies.
-
A.
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.
-
B.
Shumen campus
Shumen campus is a regional branch of Bulgaria’s National Military University “Vasil Levski,” providing military and higher education training in the city of Shumen.
-
C.
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.
-
D.
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.
-
E.
Technical University of Gabrovo
Technical University of Gabrovo is a Bulgarian higher education institution specializing in engineering and technical sciences, located in the city of Gabrovo.
- 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_69e0c476c3c88190a92d08ebb59a128a |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0bd5248f08190ba208512eafbe7ad |
completed | April 28, 2026, 1:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a4bc8b0fc8190a1ce537e302a3458 |
completed | May 17, 2026, 11:14 p.m. |
| NEDg | Description generation | batch_6a0a4cbcf4f88190b62e37214f00c496 |
completed | May 17, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a4d213ea48190b170e28b10a0c92f |
completed | May 17, 2026, 11:20 p.m. |
Created at: April 16, 2026, 6:55 p.m.