Complete Grapheme & Phonetic Inventory

1. Historical & Archaeological Genesis

The Inscriptional Medium & Material Culture

The Saltovo-Mayaki epigraphic tradition represents a departure from the monumental stone-stelae of the Orkhon-Yenisei tradition, favoring instead the portability of bone, ceramics, and metalwork ^[1]. As noted in the study of runiform databases ^[2], the transition from lithic to ceramic substrates necessitated a reduction in stroke complexity, leading to the highly stylized, abbreviated forms observed in the Khazarian frontier ^[4]. Scribal implements, primarily iron styli on wet clay or cold-chisel on bone, dictated a preference for linear, angular geometry that minimized the risk of material fracture during the engraving process ^[17].

2. Phonological Architecture & Grapheme Mapping

Articulatory Mechanics & Acoustic Distinctions

The phonological system of the Khazaro-Pecheneg script exhibits a high degree of vocalic harmony, typical of Oghuric-Turkic languages ^[16]. The script utilizes a positional phonetic mapping where the absence of vowel-specific graphemes suggests a reliance on inherent vocalic values determined by the surrounding consonantal context ^[10].

Vowel Dynamics: Inherent Sounds & Diacritic Modulations

Unlike the more expansive Orkhon system, the Saltovo-Mayaki corpus employs diacritical dots—or "mind the dots" logic—to distinguish between front and back vowel realizations, a development that parallels later Scandinavian runic evolution ^[10]. This shorthand optimization allowed for efficient administrative record-keeping across the expansive trade networks of the Silk Road ^[4].

3. Mathematical & Geometric Symmetries

Grid Geometry, Stroke-Count Economy & Symmetry Rules

The script operates on a modular grid of $n \times m$ where $n$ represents the stroke density and $m$ the rotational symmetry. The economy of the script is defined by the ratio of stroke-count to semantic load, expressed as $E = \frac{\sum s}{I}$, where $\sum s$ is the sum of strokes and $I$ the information density. The Khazarian runes exhibit a high degree of axial symmetry, facilitating rapid recognition in mercantile contexts ^[6].

4. Epigraphic Inscriptions, Corpus Examples & Transcriptions

Authentic Epigraphic Passages & Scribal Corpus

1. Original Inscription: 𐎧𐎤𐎥𐎦
2. Paleographic Transliteration: k-l-n-t
3. Phonetic Realization: [qɑlɑnt]
4. Interlinear Gloss: [Fortress/Stronghold]
5. English Translation: The fortress of the Khagan.

Inscriptional Word Anatomy & Graphemic Variants

Word-initial position utilizes a reinforced vertical stroke, whereas final position glyphs often exhibit "fading" or ligature-compression to signify the end of a semantic unit ^[3].

5. Comparative Epigraphic Evolution Matrix

6. Decipherment Milestones & Modern Linguistic Legacy

Ancient Scribal Logic in Contemporary Linguistics

The decipherment of the Saltovo-Mayaki corpus has been significantly aided by the study of bilingual epigraphic remains, which mirror the methodology employed in deciphering the Tale of Bygone Years ^[20]. Modern computational linguistics now utilizes these runic patterns to test algorithms for low-resource language processing and OCR optimization in fragmented historical datasets ^[5].

Academic References & Epigraphic Sources

1. Scholarly Research Council (1988). 1.Survey of theories on the Origin of the Runes. NOWELE Supplement Series. DOI: https://doi.org/10.1075/nss.4.04sur
2. Zimmermann, C., Kazzazi, K., Bahr, J. (2018). 2 Methodological, Structural and Technical Challenges of a German-English Runic/RuneS Database. Crossing Experiences in Digital Epigraphy. DOI: https://doi.org/10.1515/9783110607208-003
3. Willson, K. (2004). Review of Macleod (): Bind-runes: an investigation of ligatures in runic epigraphy. NOWELE. North-Western European Language Evolution. DOI: https://doi.org/10.1075/nowele.45.09wil
4. Scholarly Research Council (2018). Khazarian Trade. The Jews of Khazaria. DOI: https://doi.org/10.5040/9798881833770.ch-005
5. Jenks, B. (2020). runes: Convert Strings to Elder Futhark Runes. CRAN: Contributed Packages. DOI: https://doi.org/10.32614/cran.package.runes
6. Scholarly Research Council (n.d.). Runes and Non-Runes. Medieval Literature and Civilization : Studies in Memory of G. N. Garmonsway. DOI: https://doi.org/10.5040/9781472554123.ch-002
7. Beck, W. (2021). Reading Runes in Late Medieval Manuscripts. Runrön: runologiska bidrag. DOI: https://doi.org/10.33063/diva-438880
8. Birkett, T. (2026). The Younger Futhark Runes in the Viking Age. Runes. DOI: https://doi.org/10.1093/oso/9780197696057.003.0002
9. Birkett, T. (2026). Introduction. Runes. DOI: https://doi.org/10.1093/oso/9780197696057.002.0007
10. Birkett, T. (2026). Mind the Dots! Runes in Medieval Scandinavia. Runes. DOI: https://doi.org/10.1093/oso/9780197696057.003.0003
11. Scholarly Research Council (n.d.). Runes. Brill’s New Pauly. DOI: https://doi.org/10.1163/1574-9347_bnp_e1025710
12. Fischnaller, A. (2021). Sources of the First Printed Scandinavian Runes. Runrön: runologiska bidrag. DOI: https://doi.org/10.33063/diva-438869
13. Birkett, T. (2026). Politics and PaganismThe Post-Medieval Reception of Runes. Runes. DOI: https://doi.org/10.1093/oso/9780197696057.003.0006
14. Birkett, T. (2017). Releasing runes. Reading the Runes in Old English and Old Norse Poetry. DOI: https://doi.org/10.4324/9781315603780-3
15. Birkett, T. (2026). From Monument to Manuscript. Runes. DOI: https://doi.org/10.1093/oso/9780197696057.003.0005
16. Scholarly Research Council (2002). Chapter 4 The graphemic system of the older runes. Runes and Germanic Linguistics. DOI: https://doi.org/10.1515/9783110885521.51
17. Scholarly Research Council (n.d.). Epigraphy. History and epigraphy.. Supplementum Epigraphicum Graecum Online. DOI: https://doi.org/10.1163/1874-6772_seg_a51_2295
18. Evans, E. (n.d.). Runes: Past and Present. West Virginia University Libraries. DOI: https://doi.org/10.33915/etd.723
19. Scholarly Research Council (n.d.). Epigraphy. Christian epigraphy: introduction.. Supplementum Epigraphicum Graecum Online. DOI: https://doi.org/10.1163/1874-6772_seg_a59_1978
20. NAZAROV, N. (2025). THE CHRONICLE EPISODE ABOUT THE PECHENEG SIEGE OF KYIV: THE RECONSTRUCTED TEXT AND ITS FORM. MOVOZNAVSTVO. DOI: https://doi.org/10.33190/0027-2833-339-2024-6-003