Triple

T799394

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kryvyi Rih	`E17094`	entity
Predicate	hasHigherEducationInstitution	`P113`	FINISHED
Object	Kryvyi Rih State Pedagogical University Kryvyi Rih State Pedagogical University is a Ukrainian higher education institution specializing in teacher training and pedagogical sciences, located in the industrial city of Kryvyi Rih.	`E95411`	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: Kryvyi Rih State Pedagogical University | Statement: [Kryvyi Rih, hasHigherEducationInstitution, Kryvyi Rih State Pedagogical University]

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

Target entity: Kryvyi Rih State Pedagogical University
Context triple: [Kryvyi Rih, hasHigherEducationInstitution, Kryvyi Rih State Pedagogical University]

A. 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.
B. 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.
C. 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.
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. 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: Kryvyi Rih State Pedagogical University
Triple: [Kryvyi Rih, hasHigherEducationInstitution, Kryvyi Rih State Pedagogical University]

Generated description

Kryvyi Rih State Pedagogical University is a Ukrainian higher education institution specializing in teacher training and pedagogical sciences, located in the industrial city of Kryvyi Rih.

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

Target entity: Kryvyi Rih State Pedagogical University
Target entity description: Kryvyi Rih State Pedagogical University is a Ukrainian higher education institution specializing in teacher training and pedagogical sciences, located in the industrial city of Kryvyi Rih.

A. 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.
B. 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.
C. 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.
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. 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_69a49378b9c48190adbf5f62e5b7aca1`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4a7cb26dc8190bdd3a278b8695873`	completed	March 1, 2026, 8:55 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a68924e1048190ba60034c8b8b3b9e`	completed	March 3, 2026, 7:09 a.m.
NEDg	Description generation	`batch_69a68a0f581c8190bdb2a9bda9bce1fa`	completed	March 3, 2026, 7:13 a.m.
NED2	Entity disambiguation (via description)	`batch_69a6d6042aac8190ba0b092c4b3df66e`	completed	March 3, 2026, 12:37 p.m.

Created at: March 1, 2026, 7:38 p.m.