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message: "Cite this research artifact."
title: "Learning Persistent Referential Identity for Multi-Step Memory in Event-Stream Models"
type: dataset
version: paper-v2.0
date-released: "2026-09-11"
license: CC-BY-4.0
authors:
- family-names: Kadyrbek
given-names: Nurgali
orcid: "https://orcid.org/0000-0002-5461-8899"
- family-names: Mansurova
given-names: Madina
orcid: "https://orcid.org/0000-0002-9680-2758"
- family-names: Talasbaeva
given-names: Zhuldyz
orcid: "https://orcid.org/0000-0001-6978-3005"
- family-names: Zhumasheva
given-names: Zhadyra
orcid: "https://orcid.org/0000-0001-7158-0995"
url: "https://huggingface.co/datasets/nur-dev/pns-world"
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