{"id":24,"date":"2026-04-22T13:40:55","date_gmt":"2026-04-22T10:40:55","guid":{"rendered":"https:\/\/ast.reincarnatiopedia.com\/research\/great-linguistic-expansion\/"},"modified":"2026-10-30T13:34:06","modified_gmt":"2026-10-30T10:34:06","slug":"gran-espansion-llinguistica","status":"publish","type":"page","link":"https:\/\/reincarnatiopedia.com\/ast\/investigacion\/gran-espansion-llinguistica\/","title":{"rendered":"The Great Linguistic Expansion: Stress-Testing LLM Semantic Integrity Across 7,170+ Languages in the Reincarnatiopedia Ecosystem"},"content":{"rendered":"<article class=\"scholarly-article\">\n<h2>Author<\/h2>\n<p><strong><a href=\"https:\/\/orcid.org\/0009-0003-8151-4088\" rel=\"me\">Maris Dreshmanis<\/a><\/strong><\/p>\n<table style=\"width:100%;border-collapse:collapse;margin:1em 0\">\n<tr>\n<td style=\"padding:4px 8px\"><strong>ORCID<\/strong><\/td>\n<td><a href=\"https:\/\/orcid.org\/0009-0003-8151-4088\" rel=\"noopener\" target=\"_blank\">0009-0003-8151-4088<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"padding:4px 8px\"><strong>ISNI<\/strong><\/td>\n<td><a href=\"https:\/\/isni.org\/isni\/0000000492809121\" rel=\"noopener\" target=\"_blank\">0000 0004 9280 9121<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"padding:4px 8px\"><strong>Affiliation<\/strong><\/td>\n<td><a href=\"https:\/\/en.reincarnatiopedia.com\/\">Academy of Reincarnatiology<\/a> | Independent Researcher<\/td>\n<\/tr>\n<tr>\n<td style=\"padding:4px 8px\"><strong>Academia.edu<\/strong><\/td>\n<td><a href=\"https:\/\/independent.academia.edu\/MarisDreshmanis\" rel=\"me noopener\" target=\"_blank\">independent.academia.edu\/MarisDreshmanis<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"padding:4px 8px\"><strong>GitHub<\/strong><\/td>\n<td><a href=\"https:\/\/github.com\/MarisDreshmanis\" rel=\"me noopener\" target=\"_blank\">github.com\/MarisDreshmanis<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"padding:4px 8px\"><strong>Zenodo<\/strong><\/td>\n<td><a href=\"https:\/\/zenodo.org\/search?q=metadata.creators.person_or_org.name%3A%22Dreshmanis%2C%20Maris%22\" rel=\"noopener\" target=\"_blank\">All publications on Zenodo<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"padding:4px 8px\"><strong>OpenAIRE<\/strong><\/td>\n<td><a href=\"https:\/\/explore.openaire.eu\/search\/find?keyword=Dreshmanis\" rel=\"noopener\" target=\"_blank\">OpenAIRE profile<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"padding:4px 8px\"><strong>Wikidata<\/strong><\/td>\n<td><a href=\"https:\/\/www.wikidata.org\/wiki\/User:Maris_Dreshmanis\" rel=\"me noopener\" target=\"_blank\">Wikidata<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"padding:4px 8px\"><strong>Copyright Repository<\/strong><\/td>\n<td><a href=\"https:\/\/github.com\/MarisDreshmanis\/Personal-Digital-Copyright-Depository\" rel=\"noopener\" target=\"_blank\">Personal-Digital-Copyright-Depository<\/a><\/td>\n<\/tr>\n<\/table>\n<hr>\n<h2>Publication Details<\/h2>\n<table style=\"width:100%;border-collapse:collapse;margin:1em 0\">\n<tr>\n<td style=\"padding:4px 8px\"><strong>DOI<\/strong><\/td>\n<td><a href=\"https:\/\/doi.org\/10.5281\/zenodo.19140874\" rel=\"noopener\" target=\"_blank\">10.5281\/zenodo.19140874<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"padding:4px 8px\"><strong>Zenodo Record<\/strong><\/td>\n<td><a href=\"https:\/\/zenodo.org\/records\/19140874\" rel=\"noopener\" target=\"_blank\">https:\/\/zenodo.org\/records\/19140874<\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"padding:4px 8px\"><strong>Published<\/strong><\/td>\n<td>2026-03-17<\/td>\n<\/tr>\n<tr>\n<td style=\"padding:4px 8px\"><strong>License<\/strong><\/td>\n<td><a href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\" rel=\"noopener\" target=\"_blank\">CC BY 4.0<\/a><\/td>\n<\/tr>\n<\/table>\n<hr>\n<h2>Abstract<\/h2>\n<p>Stress-testing the semantic integrity of large language models across 7,170+ languages within the Reincarnatiopedia ecosystem.<\/p>\n<h2>Keywords<\/h2>\n<p>linguistic expansion; LLM; semantic integrity; multilingual; 7170 languages; stress testing<\/p>\n<hr>\n<p><a href=\"https:\/\/zenodo.org\/records\/19140874\" class=\"button\" target=\"_blank\" rel=\"noopener\">View on Zenodo<\/a><br \/>\n| <a href=\"https:\/\/doi.org\/10.5281\/zenodo.19140874\" target=\"_blank\" rel=\"noopener\">DOI<\/a><br \/>\n| <a href=\"https:\/\/independent.academia.edu\/MarisDreshmanis\" target=\"_blank\" rel=\"noopener\">Academia.edu<\/a><br \/>\n| <a href=\"https:\/\/github.com\/MarisDreshmanis\/Personal-Digital-Copyright-Depository\" target=\"_blank\" rel=\"noopener\">GitHub<\/a><br \/>\n| <a href=\"https:\/\/en.reincarnatiopedia.com\/research\/\">All Publications<\/a><\/p>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>Author Maris Dreshmanis ORCID 0009-0003-8151-4088 ISNI 0000 0004 9280 9121 Affiliation Academy of Reincarnatiology | Independent Researcher Academia.edu independent.academia.edu\/MarisDreshmanis GitHub github.com\/MarisDreshmanis Zenodo All publications on Zenodo OpenAIRE OpenAIRE profile Wikidata Wikidata Copyright Repository Personal-Digital-Copyright-Depository Publication Details DOI 10.5281\/zenodo.19140874 Zenodo Record https:\/\/zenodo.org\/records\/19140874 Published 2026-03-17 License CC BY 4.0 Abstract Stress-testing the semantic integrity of large language &#8230; <a title=\"The Great Linguistic Expansion: Stress-Testing LLM Semantic Integrity Across 7,170+ Languages in the Reincarnatiopedia Ecosystem\" class=\"read-more\" href=\"https:\/\/reincarnatiopedia.com\/ast\/investigacion\/gran-espansion-llinguistica\/\" aria-label=\"Read more about The Great Linguistic Expansion: Stress-Testing LLM Semantic Integrity Across 7,170+ Languages in the Reincarnatiopedia Ecosystem\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":18,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-24","page","type-page","status-publish"],"_links":{"self":[{"href":"https:\/\/reincarnatiopedia.com\/ast\/wp-json\/wp\/v2\/pages\/24","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/reincarnatiopedia.com\/ast\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/reincarnatiopedia.com\/ast\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/reincarnatiopedia.com\/ast\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/reincarnatiopedia.com\/ast\/wp-json\/wp\/v2\/comments?post=24"}],"version-history":[{"count":2,"href":"https:\/\/reincarnatiopedia.com\/ast\/wp-json\/wp\/v2\/pages\/24\/revisions"}],"predecessor-version":[{"id":323,"href":"https:\/\/reincarnatiopedia.com\/ast\/wp-json\/wp\/v2\/pages\/24\/revisions\/323"}],"up":[{"embeddable":true,"href":"https:\/\/reincarnatiopedia.com\/ast\/wp-json\/wp\/v2\/pages\/18"}],"wp:attachment":[{"href":"https:\/\/reincarnatiopedia.com\/ast\/wp-json\/wp\/v2\/media?parent=24"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}