Triple
T18454269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yulia Tymoshenko |
E450862
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Dnipro National University of Railway Transport
Dnipro National University of Railway Transport is a Ukrainian higher education institution in Dnipro specializing in railway engineering, transport, and related technical disciplines.
|
E1324950
|
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: Dnipro National University of Railway Transport | Statement: [Yulia Tymoshenko, educatedAt, Dnipro National University of Railway Transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dnipro National University of Railway Transport Context triple: [Yulia Tymoshenko, educatedAt, Dnipro National University of Railway Transport]
-
A.
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.
-
B.
Donetsk National Technical University
Donetsk National Technical University is a major Ukrainian higher education institution specializing in engineering and technical sciences, historically one of the leading technical universities in the Donbas region.
-
C.
Vinnytsia National Technical University
Vinnytsia National Technical University is a Ukrainian higher education institution specializing in engineering and technical disciplines, located in the city of Vinnytsia.
-
D.
Central Ukrainian National Technical University
Central Ukrainian National Technical University is a higher education institution in Kropyvnytskyi, Ukraine, specializing in technical and engineering disciplines.
-
E.
Donbas State Technical University
Donbas State Technical University is a Ukrainian higher education institution specializing in engineering and technical disciplines, historically located in the industrial city of Alchevsk in the Donbas region.
- 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: Dnipro National University of Railway Transport Triple: [Yulia Tymoshenko, educatedAt, Dnipro National University of Railway Transport]
Generated description
Dnipro National University of Railway Transport is a Ukrainian higher education institution in Dnipro specializing in railway engineering, transport, and related technical disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dnipro National University of Railway Transport Target entity description: Dnipro National University of Railway Transport is a Ukrainian higher education institution in Dnipro specializing in railway engineering, transport, and related technical disciplines.
-
A.
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.
-
B.
Donetsk National Technical University
Donetsk National Technical University is a major Ukrainian higher education institution specializing in engineering and technical sciences, historically one of the leading technical universities in the Donbas region.
-
C.
Vinnytsia National Technical University
Vinnytsia National Technical University is a Ukrainian higher education institution specializing in engineering and technical disciplines, located in the city of Vinnytsia.
-
D.
Central Ukrainian National Technical University
Central Ukrainian National Technical University is a higher education institution in Kropyvnytskyi, Ukraine, specializing in technical and engineering disciplines.
-
E.
Donbas State Technical University
Donbas State Technical University is a Ukrainian higher education institution specializing in engineering and technical disciplines, historically located in the industrial city of Alchevsk in the Donbas region.
- 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_69d8d38345688190b565eac2e4cd7935 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5264b200c8190be2e79ca5ea0b082 |
completed | April 19, 2026, 7 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a040fe7cb0481908266ee813d99cf87 |
completed | May 13, 2026, 5:45 a.m. |
| NEDg | Description generation | batch_6a04118472a08190b450dfe756475687 |
completed | May 13, 2026, 5:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0412b3f2288190a4090ae5363f7d9f |
completed | May 13, 2026, 5:57 a.m. |
Created at: April 10, 2026, 11:31 a.m.