Triple

T20990747
Position Surface form Disambiguated ID Type / Status
Subject Tymofiy Mylovanov E517016 entity
Predicate employer P7 FINISHED
Object Kyiv School of Economics
The Kyiv School of Economics is a leading Ukrainian graduate and research institution specializing in economics and public policy, known for its Western-style education and influential role in economic reform.
 E1461025 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: Kyiv School of Economics | Statement: [Tymofiy Mylovanov, employer, Kyiv School of Economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kyiv School of Economics
Context triple: [Tymofiy Mylovanov, employer, Kyiv School of Economics]
  • A. Kyiv National Economic University
    Kyiv National Economic University is a leading Ukrainian higher education institution specializing in economics, business, and management studies.
  • B. Taras Shevchenko National University of Kyiv
    Taras Shevchenko National University of Kyiv is a leading Ukrainian public research university in Kyiv, renowned for its comprehensive academic programs and major role in the country’s intellectual and political life.
  • C. Ternopil National Economic University
    Ternopil National Economic University is a Ukrainian higher education institution specializing in economics, business, and related social sciences.
  • D. University of Kharkiv
    The University of Kharkiv is one of Ukraine’s oldest and most prestigious higher education institutions, known for its significant role in the intellectual and political life of Eastern Europe.
  • E. Hlukhiv National Pedagogical University
    Hlukhiv National Pedagogical University is a Ukrainian higher education institution specializing in teacher training and pedagogical sciences.
  • 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: Kyiv School of Economics
Triple: [Tymofiy Mylovanov, employer, Kyiv School of Economics]
Generated description
The Kyiv School of Economics is a leading Ukrainian graduate and research institution specializing in economics and public policy, known for its Western-style education and influential role in economic reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kyiv School of Economics
Target entity description: The Kyiv School of Economics is a leading Ukrainian graduate and research institution specializing in economics and public policy, known for its Western-style education and influential role in economic reform.
  • A. Kyiv National Economic University
    Kyiv National Economic University is a leading Ukrainian higher education institution specializing in economics, business, and management studies.
  • B. Taras Shevchenko National University of Kyiv
    Taras Shevchenko National University of Kyiv is a leading Ukrainian public research university in Kyiv, renowned for its comprehensive academic programs and major role in the country’s intellectual and political life.
  • C. Ternopil National Economic University
    Ternopil National Economic University is a Ukrainian higher education institution specializing in economics, business, and related social sciences.
  • D. University of Kharkiv
    The University of Kharkiv is one of Ukraine’s oldest and most prestigious higher education institutions, known for its significant role in the intellectual and political life of Eastern Europe.
  • E. Hlukhiv National Pedagogical University
    Hlukhiv National Pedagogical University is a Ukrainian higher education institution specializing in teacher training and pedagogical sciences.
  • 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_69e0b4ffac148190bbade9f0eceb660b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fc1ba3d0819080d9d03817a45026 completed April 21, 2026, 4:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a092fc9905c81909b42a0bd6ab59fef completed May 17, 2026, 3:02 a.m.
NEDg Description generation batch_6a09316d8a5081909bd21ea01422be47 completed May 17, 2026, 3:09 a.m.
NED2 Entity disambiguation (via description) batch_6a0932384acc8190a4d2cbdc208d4969 completed May 17, 2026, 3:12 a.m.
Created at: April 16, 2026, 1:49 p.m.