Triple
T8659454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cherkasy |
E205508
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Cherkasy State Technological University
Cherkasy State Technological University is a Ukrainian higher education institution specializing in engineering, technology, and applied sciences located in the city of Cherkasy.
|
E750974
|
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: Cherkasy State Technological University | Statement: [Cherkasy, hasHigherEducationInstitution, Cherkasy State Technological University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cherkasy State Technological University Context triple: [Cherkasy, hasHigherEducationInstitution, Cherkasy State Technological University]
-
A.
Chernihiv Polytechnic National University
Chernihiv Polytechnic National University is a higher education institution in Chernihiv, Ukraine, known for its technical and engineering programs.
-
B.
Bohdan Khmelnytsky National University of Cherkasy
Bohdan Khmelnytsky National University of Cherkasy is a major public university in Cherkasy, Ukraine, named after the 17th-century Cossack leader Bohdan Khmelnytsky and offering a wide range of academic programs and research activities.
-
C.
Lutsk National Technical University
Lutsk National Technical University is a higher education institution in Lutsk, Ukraine, specializing in technical and engineering disciplines.
-
D.
Dnipro University of Technology
Dnipro University of Technology is a major Ukrainian higher education institution known for its engineering and technical programs, particularly in mining and industrial disciplines.
-
E.
Zhytomyr Polytechnic State University
Zhytomyr Polytechnic State University is a Ukrainian higher education institution specializing in technical and engineering disciplines, located in the city of Zhytomyr.
- 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: Cherkasy State Technological University Triple: [Cherkasy, hasHigherEducationInstitution, Cherkasy State Technological University]
Generated description
Cherkasy State Technological University is a Ukrainian higher education institution specializing in engineering, technology, and applied sciences located in the city of Cherkasy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cherkasy State Technological University Target entity description: Cherkasy State Technological University is a Ukrainian higher education institution specializing in engineering, technology, and applied sciences located in the city of Cherkasy.
-
A.
Chernihiv Polytechnic National University
Chernihiv Polytechnic National University is a higher education institution in Chernihiv, Ukraine, known for its technical and engineering programs.
-
B.
Bohdan Khmelnytsky National University of Cherkasy
Bohdan Khmelnytsky National University of Cherkasy is a major public university in Cherkasy, Ukraine, named after the 17th-century Cossack leader Bohdan Khmelnytsky and offering a wide range of academic programs and research activities.
-
C.
Lutsk National Technical University
Lutsk National Technical University is a higher education institution in Lutsk, Ukraine, specializing in technical and engineering disciplines.
-
D.
Dnipro University of Technology
Dnipro University of Technology is a major Ukrainian higher education institution known for its engineering and technical programs, particularly in mining and industrial disciplines.
-
E.
Zhytomyr Polytechnic State University
Zhytomyr Polytechnic State University is a Ukrainian higher education institution specializing in technical and engineering disciplines, located in the city of Zhytomyr.
- 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_69ca8350897c819086cde7596fbe5fe7 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc486ece68819089c74bdf98b64490 |
completed | March 31, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef37efbf08190805fbb270a4bce37 |
completed | April 2, 2026, 10:53 p.m. |
| NEDg | Description generation | batch_69cef5c38c9481908b5b5d30f5335abd |
completed | April 2, 2026, 11:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cef6cd52f88190b76c44e73c2e1ab4 |
completed | April 2, 2026, 11:07 p.m. |
Created at: March 30, 2026, 6:30 p.m.