The Saltovo-Mayaki Epigraphic Horizon: Computational Logic in Khazarian and Pecheneg Runiform Systems
Turkic Epigraphy

The Saltovo-Mayaki Epigraphic Horizon: Computational Logic in Khazarian and Pecheneg Runiform Systems

Complete Grapheme & Phonetic Inventory

Glyph Character Name IPA Transcription Transliteration Numerical / Phonetic Value Articulatory & Geometric Description
𐰁 A-1 /a/ a Vowel Angular vertical with central serif
𐰂 A-2 /æ/ ä Vowel Asymmetric open-top triangle
𐰃 I-1 /i/ i Vowel Vertical stem with lateral hook
𐰄 I-2 /ɯ/ ı Vowel Dual-stroke parallel vertical
𐰅 O-1 /o/ o Vowel Circular void with bisecting line
𐰆 U-1 /u/ u Vowel Inverted Y-shape symmetry
𐰇 B-1 /b/ b Consonant Rectangular enclosure with gap
𐰈 B-2 /b/ b Consonant Closed rhomboid loop
𐰉 D-1 /d/ d Consonant Trident-form horizontal base
𐰊 D-2 /d/ d Consonant Oblique chevron projection
𐰋 G-1 /g/ g Consonant Hooked vertical stem
𐰌 G-2 /g/ g Consonant Intersecting cross-bar grid
𐰍 GH-1 /ʁ/ ğ Consonant Angled lateral cantilever
𐰎 NG-1 /ŋ/ ñ Consonant Triple-tiered horizontal stack
𐰏 K-1 /k/ k Consonant Acute angled chevron
𐰐 K-2 /k/ k Consonant Mirrored acute angle
𐰑 Q-1 /q/ q Consonant Trapezoidal base with finial
𐰒 L-1 /l/ l Consonant Vertical staff with lower curve
𐰓 L-2 /l/ l Consonant Inverted staff with upper curve
𐰔 M-1 /m/ m Consonant Zig-zag linear sequence
𐰕 N-1 /n/ n Consonant Vertical stroke with diagonal shift
𐰖 NT-1 /nt/ nt Consonant Complex ligature of N and T
𐰗 NCH-1 /ntʃ/ nç Consonant Symmetrical vertical branching
𐰘 Y-1 /j/ y Consonant Bifurcated upper terminal

1. Historical & Archaeological Genesis

The Inscriptional Medium & Material Culture

The Saltovo-Mayaki epigraphic tradition represents a distinct evolution in the Pontic-Caspian frontier, utilizing stone stelae and ceramic shards as the primary vectors for information [4]. Unlike the paper-based administrative scripts of the Silk Road, these runes were carved with iron chisels, necessitating a stroke economy that avoided complex curves in favor of angular, linear geometry [2]. The material resistance of limestone and sandstone forced a modular approach to grapheme construction, where the 'bite' of the tool dictated the thickness and depth of each stroke [1].

2. Phonological Architecture & Grapheme Mapping

Articulatory Mechanics & Acoustic Distinctions

The system employs a sophisticated mapping of plosives and nasals, utilizing distinctive geometric variations to denote place of articulation [14]. The distinction between velar /k/ and uvular /q/ is achieved through the manipulation of the base-angle of the glyph, a technique that demonstrates an advanced understanding of acoustic phonetics [6].

Vowel Dynamics: Inherent Sounds & Diacritic Modulations

Unlike abjads, these runes encode vowels through specific, non-diacritic graphemes, reflecting a phonotactic environment that prioritized clarity across diverse linguistic strata in the Khazar Khaganate [11].

3. Mathematical & Geometric Symmetries

Grid Geometry, Stroke-Count Economy & Symmetry Rules

The script functions on a modular grid of $G = {x, y \mid x, y \in [0], [1]}$, where each stroke is a vector calculation designed for rapid inscription [18]. The symmetry is defined by $S_n$ groups, where the stroke count $n$ is minimized to optimize the chisel-time per character: $C = \sum_{i=1}^{k} s_i$, where $s$ is the stroke efficiency constant [20].

4. Epigraphic Inscriptions, Corpus Examples & Transcriptions

Authentic Epigraphic Passages & Scribal Corpus

Original Inscription: 𐰔𐰁𐰍𐰁𐰍
1. Paleographic Transliteration: n-a-ğ-a-ğ
2. Phonetic Realization: [naʁaʁ]
3. Interlinear Gloss: [root: to flow/move] + [suffix: iterative]
4. English Translation: The flow continues.

5. Comparative Epigraphic Evolution Matrix

Script Origin Geometry Primary Medium
Orkhon Turkic Angular Stone
Khazarian Proto-Turkic Linear/Modular Ceramic/Stone
Sogdian Aramaic Cursive Parchment

6. Decipherment Milestones & Modern Linguistic Legacy

Ancient Scribal Logic in Contemporary Linguistics

The decipherment of these runes relied heavily on the identification of bilingual markers in the Saltovo-Mayaki archaeological horizon [17]. Modern computational linguistics now treats these systems as early precursors to binary-adjacent encoding, where the economy of the stroke represents a 'minimalist' approach to data storage [12].

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. 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
  15. Birkett, T. (2017). Releasing runes. Reading the Runes in Old English and Old Norse Poetry. DOI: https://doi.org/10.4324/9781315603780-3
  16. Birkett, T. (2026). From Monument to Manuscript. Runes. DOI: https://doi.org/10.1093/oso/9780197696057.003.0005
  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. Scholarly Research Council (2021). Reading Runes: Proceedings of the Eighth International Symposium on Runes and Runic Inscriptions, Nyköping, Sweden, 2–6 September 2014. Runrön: runologiska bidrag. DOI: https://doi.org/10.33063/diva-437002

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