Triple

T11043054

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kramatorsk	`E261065`	entity
Predicate	hasHigherEducationInstitution	`P113`	FINISHED
Object	Donbas State Engineering Academy Donbas State Engineering Academy is a Ukrainian higher education institution specializing in engineering and technical disciplines, located in the industrial city of Kramatorsk in the Donbas region.	`E900990`	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: Donbas State Engineering Academy | Statement: [Kramatorsk, hasHigherEducationInstitution, Donbas State Engineering Academy]

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

Target entity: Donbas State Engineering Academy
Context triple: [Kramatorsk, hasHigherEducationInstitution, Donbas State Engineering Academy]

A. 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.
B. 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.
C. 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.
D. Crimean Engineering and Pedagogical University
Crimean Engineering and Pedagogical University is a higher education institution in Simferopol specializing in training engineers and educators, with a focus on the needs of the Crimean region.
E. Central Ukrainian National Technical University
Central Ukrainian National Technical University is a higher education institution in Kropyvnytskyi, 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: Donbas State Engineering Academy
Triple: [Kramatorsk, hasHigherEducationInstitution, Donbas State Engineering Academy]

Generated description

Donbas State Engineering Academy is a Ukrainian higher education institution specializing in engineering and technical disciplines, located in the industrial city of Kramatorsk in the Donbas region.

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

Target entity: Donbas State Engineering Academy
Target entity description: Donbas State Engineering Academy is a Ukrainian higher education institution specializing in engineering and technical disciplines, located in the industrial city of Kramatorsk in the Donbas region.

A. 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.
B. 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.
C. 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.
D. Crimean Engineering and Pedagogical University
Crimean Engineering and Pedagogical University is a higher education institution in Simferopol specializing in training engineers and educators, with a focus on the needs of the Crimean region.
E. Central Ukrainian National Technical University
Central Ukrainian National Technical University is a higher education institution in Kropyvnytskyi, 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_69d6aa979bdc8190bf0e79104cc098c1`	completed	April 8, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69d7982d42bc81908ac10f54a7b43fb7`	completed	April 9, 2026, 12:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e3a9e525508190bf3a728683eeec79`	completed	April 18, 2026, 3:57 p.m.
NEDg	Description generation	`batch_69e3ad024ee88190948d5d1c327fd063`	completed	April 18, 2026, 4:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69e3b1fff754819092d634f46fb42387`	completed	April 18, 2026, 4:32 p.m.

Created at: April 8, 2026, 9:26 p.m.