Triple

T10170218
Position Surface form Disambiguated ID Type / Status
Subject Ivano-Frankivsk Oblast E235309 entity
Predicate hasUniversity P113 FINISHED
Object Ivano-Frankivsk National Technical University of Oil and Gas E620492 NE FINISHED

How this triple was built (2 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: Ivano-Frankivsk National Technical University of Oil and Gas | Statement: [Ivano-Frankivsk Oblast, hasUniversity, Ivano-Frankivsk National Technical University of Oil and Gas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ivano-Frankivsk National Technical University of Oil and Gas
Context triple: [Ivano-Frankivsk Oblast, hasUniversity, Ivano-Frankivsk National Technical University of Oil and Gas]
  • A. Ivano-Frankivsk National Technical University of Oil and Gas chosen
    Ivano-Frankivsk National Technical University of Oil and Gas is a Ukrainian higher education institution specializing in training professionals and conducting research in the fields of oil, gas, and energy engineering.
  • B. 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.
  • 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. 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. Lutsk National Technical University
    Lutsk National Technical University is a higher education institution in Lutsk, Ukraine, specializing in technical and engineering disciplines.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca84ceafd0819085828600e11bed6b completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdec9d36608190be78665cc3410cf2 completed April 2, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d300f7aafc8190be874efc755bd188 completed April 6, 2026, 12:40 a.m.
Created at: March 30, 2026, 9:10 p.m.