Triple

T4549912

Position	Surface form	Disambiguated ID	Type / Status
Subject	Donetsk	`E110135`	entity
Predicate	hasTechnicalUniversity	`P19066`	FINISHED
Object	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.	`E453116`	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: Donetsk National Technical University | Statement: [Donetsk, hasTechnicalUniversity, Donetsk National Technical University]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Donetsk National Technical University
Context triple: [Donetsk, hasTechnicalUniversity, Donetsk National Technical University]

A. Donetsk National University
Donetsk National University is a major Ukrainian higher education and research institution, historically based in Donetsk and known for its wide range of academic programs and scientific contributions.
B. 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.
C. National Technical University Kharkiv Polytechnic Institute
National Technical University Kharkiv Polytechnic Institute is a major Ukrainian engineering and technical university in Kharkiv, known as one of the country’s oldest and leading polytechnic institutions.
D. Kyiv Polytechnic Institute
Kyiv Polytechnic Institute is a major Ukrainian technical university renowned for its engineering and scientific education and research.
E. Kryvyi Rih National University
Kryvyi Rih National University is a major higher education institution in Kryvyi Rih, Ukraine, known for training specialists in fields such as engineering, technology, and the humanities.
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: Donetsk National Technical University
Triple: [Donetsk, hasTechnicalUniversity, Donetsk National Technical University]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Donetsk National Technical University
Target entity description: 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.

A. Donetsk National University
Donetsk National University is a major Ukrainian higher education and research institution, historically based in Donetsk and known for its wide range of academic programs and scientific contributions.
B. 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.
C. National Technical University Kharkiv Polytechnic Institute
National Technical University Kharkiv Polytechnic Institute is a major Ukrainian engineering and technical university in Kharkiv, known as one of the country’s oldest and leading polytechnic institutions.
D. Kyiv Polytechnic Institute
Kyiv Polytechnic Institute is a major Ukrainian technical university renowned for its engineering and scientific education and research.
E. Kryvyi Rih National University
Kryvyi Rih National University is a major higher education institution in Kryvyi Rih, Ukraine, known for training specialists in fields such as engineering, technology, and the humanities.
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_69bd4412524c8190be5bcc9ddee91848`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd57f3f8348190868e274ac4df87ce`	completed	March 20, 2026, 2:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bdc56c0ce08190beb9d4f468b988f7`	completed	March 20, 2026, 10:08 p.m.
NEDg	Description generation	`batch_69bdcae651a481909b2564bf7042b30c`	completed	March 20, 2026, 10:32 p.m.
NED2	Entity disambiguation (via description)	`batch_69bdcb3b4aa081908b614650c9b9025e`	completed	March 20, 2026, 10:33 p.m.

Created at: March 20, 2026, 1:05 p.m.