The Semiotic Ontology Codex & The Art of the Philoprompt: Linguistic Alchemy, 8 Conceptual Macro-Clusters (C1–C8), Non-BMP Ancient-Script Tokenization, and 6-Layer Omega-Stack LLM Security

Bilingual Philosophical-Semiotic Treatise, 5-Layer Executable Philoprompt Architecture, 7 Mechanics of Linguistic Alchemy, 8 Conceptual Macro-Clusters (C1–C8), Non-BMP Ancient-Script Adversarial Benchmark (Philoprompts-v1.0), 6-Layer Omega-Stack Multi-Document RAG Quarantine Engine (OIAG-285), and Constant-Memory O(1) Corpus Streaming Pipelines. Authored by Mehrdad Poorhassan (Dr. Metal, ORCID: 0009-0004-9269-3912, CERN Zenodo DOIs: 10.5281/zenodo.23758690 & 10.5281/zenodo.23762055).

Authors

Publication Details

Journal
Open Science Framework
Published
2026-11-07
DOI
https://doi.org/10.17605/osf.io/y8j9g
Primary Topic
Topic Modeling
Type
article
Field-Weighted Citation Impact
0.00
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article

The Semiotic Ontology Codex & The Art of the Philoprompt: Linguistic Alchemy, 8 Conceptual Macro-Clusters (C1–C8), Non-BMP Ancient-Script Tokenization, and 6-Layer Omega-Stack LLM Security

Mehrdad Poorhassan
Open Science Framework
Topic Modeling
article

The Semiotic Ontology Codex & The Art of the Philoprompt: Linguistic Alchemy, 8 Conceptual Macro-Clusters (C1–C8), Non-BMP Ancient-Script Tokenization, and 6-Layer Omega-Stack LLM Security

Mehrdad Poorhassan
article en

Abstract

Bilingual Philosophical-Semiotic Treatise, 5-Layer Executable Philoprompt Architecture, 7 Mechanics of Linguistic Alchemy, 8 Conceptual Macro-Clusters (C1–C8), Non-BMP Ancient-Script Adversarial Benchmark (Philoprompts-v1.0), 6-Layer Omega-Stack Multi-Document RAG Quarantine Engine (OIAG-285), and Constant-Memory O(1) Corpus Streaming Pipelines. Authored by Mehrdad Poorhassan (Dr. Metal, ORCID: 0009-0004-9269-3912, CERN Zenodo DOIs: 10.5281/zenodo.23758690 & 10.5281/zenodo.23762055).

Open Science Framework
Openalex Percentile: Top 19%
Topic Modeling
DOIOpen Access PDFOpenAlex
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The Semiotic Ontology Codex & The Art of the Philoprompt: Linguistic Alchemy, 8 Conceptual Macro-Clusters (C1–C8), Non-BMP Ancient-Script Tokenization, and 6-Layer Omega-Stack LLM Security — Mehrdad Poorhassan · Open Science Framework (2026) | TGRS Research Map | TGRS