Triple
T7157102
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khmelnytskyi |
E166839
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Khmelnytskyi Cooperative Trade and Economic Institute
Khmelnytskyi Cooperative Trade and Economic Institute is a higher education institution in Khmelnytskyi, Ukraine, specializing in training professionals in trade, economics, and related cooperative business fields.
|
E645755
|
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: Khmelnytskyi Cooperative Trade and Economic Institute | Statement: [Khmelnytskyi, hasHigherEducationInstitution, Khmelnytskyi Cooperative Trade and Economic Institute]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khmelnytskyi Cooperative Trade and Economic Institute Context triple: [Khmelnytskyi, hasHigherEducationInstitution, Khmelnytskyi Cooperative Trade and Economic Institute]
-
A.
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.
-
B.
Ternopil National Economic University
Ternopil National Economic University is a Ukrainian higher education institution specializing in economics, business, and related social sciences.
-
C.
Nizhyn Gymnasium of Higher Sciences
Nizhyn Gymnasium of Higher Sciences was a prominent early 19th-century educational institution in Nizhyn, in the Russian Empire (now Ukraine), known for training many notable intellectuals, including writer Nikolai Gogol.
-
D.
Zhytomyr Ivan Franko State University
Zhytomyr Ivan Franko State University is a public higher education institution in Zhytomyr, Ukraine, named after the prominent Ukrainian writer and scholar Ivan Franko.
-
E.
Kyiv National Economic University
Kyiv National Economic University is a leading Ukrainian higher education institution specializing in economics, business, and management studies.
- 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: Khmelnytskyi Cooperative Trade and Economic Institute Triple: [Khmelnytskyi, hasHigherEducationInstitution, Khmelnytskyi Cooperative Trade and Economic Institute]
Generated description
Khmelnytskyi Cooperative Trade and Economic Institute is a higher education institution in Khmelnytskyi, Ukraine, specializing in training professionals in trade, economics, and related cooperative business fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khmelnytskyi Cooperative Trade and Economic Institute Target entity description: Khmelnytskyi Cooperative Trade and Economic Institute is a higher education institution in Khmelnytskyi, Ukraine, specializing in training professionals in trade, economics, and related cooperative business fields.
-
A.
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.
-
B.
Ternopil National Economic University
Ternopil National Economic University is a Ukrainian higher education institution specializing in economics, business, and related social sciences.
-
C.
Nizhyn Gymnasium of Higher Sciences
Nizhyn Gymnasium of Higher Sciences was a prominent early 19th-century educational institution in Nizhyn, in the Russian Empire (now Ukraine), known for training many notable intellectuals, including writer Nikolai Gogol.
-
D.
Zhytomyr Ivan Franko State University
Zhytomyr Ivan Franko State University is a public higher education institution in Zhytomyr, Ukraine, named after the prominent Ukrainian writer and scholar Ivan Franko.
-
E.
Kyiv National Economic University
Kyiv National Economic University is a leading Ukrainian higher education institution specializing in economics, business, and management studies.
- 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_69c68887a5cc8190bec0ea96227164f7 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e80f14808190907ee84523630d85 |
completed | March 27, 2026, 8:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7adb530388190b68fa05418d3e184 |
completed | March 28, 2026, 10:30 a.m. |
| NEDg | Description generation | batch_69c7ae830c74819091d6d65ac6fba32b |
completed | March 28, 2026, 10:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7af1133b08190a32dccf82015c19e |
completed | March 28, 2026, 10:36 a.m. |
Created at: March 27, 2026, 2:47 p.m.