Triple
T6332376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ternopil |
E142410
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Ternopil National Economic University
Ternopil National Economic University is a Ukrainian higher education institution specializing in economics, business, and related social sciences.
|
E585792
|
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: Ternopil National Economic University | Statement: [Ternopil, hasUniversity, Ternopil National Economic University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ternopil National Economic University Context triple: [Ternopil, hasUniversity, Ternopil National Economic University]
-
A.
Kyiv National Economic University
Kyiv National Economic University is a leading Ukrainian higher education institution specializing in economics, business, and management studies.
-
B.
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.
-
C.
Khmelnytskyi National University
Khmelnytskyi National University is a major Ukrainian higher education institution located in Khmelnytskyi, known for its programs in engineering, economics, and the humanities.
-
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.
Lutsk National Technical University
Lutsk National Technical University is a higher education institution in Lutsk, Ukraine, specializing in technical and engineering disciplines.
- 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: Ternopil National Economic University Triple: [Ternopil, hasUniversity, Ternopil National Economic University]
Generated description
Ternopil National Economic University is a Ukrainian higher education institution specializing in economics, business, and related social sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ternopil National Economic University Target entity description: Ternopil National Economic University is a Ukrainian higher education institution specializing in economics, business, and related social sciences.
-
A.
Kyiv National Economic University
Kyiv National Economic University is a leading Ukrainian higher education institution specializing in economics, business, and management studies.
-
B.
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.
-
C.
Khmelnytskyi National University
Khmelnytskyi National University is a major Ukrainian higher education institution located in Khmelnytskyi, known for its programs in engineering, economics, and the humanities.
-
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.
Lutsk National Technical University
Lutsk National Technical University is a higher education institution in Lutsk, Ukraine, specializing in technical and engineering disciplines.
- 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_69c008d4d8e88190ad301c05b08722ac |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0651634b08190b54860ba0a70f5c4 |
completed | March 22, 2026, 9:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6041f713c8190b27ba54181049377 |
completed | March 27, 2026, 4:14 a.m. |
| NEDg | Description generation | batch_69c604d3839081909f98c37f0fe8f0af |
completed | March 27, 2026, 4:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6054d2e388190a4bafffce879b039 |
completed | March 27, 2026, 4:19 a.m. |
Created at: March 22, 2026, 4:30 p.m.