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Research Datasets & Information-Theoretic Ledgers

An informational catalog of high-precision mathematical datasets, multi-billion prime ledgers, geometric semiprime fields, and Riemann Zeta zeros used by The Penta-Ledger. Direct public download channels and distribution mirrors are currently being prepared.

Total Primes Indexed
56.9+ Billion
Wave-Stack Depth
54 Columns
OEIS Sequences
380,000+
Ledger Scale
320+ GB Total

Dataset Catalog (14)

Filter by domain or search by schema columns, mathematical theorems, or formats.

Primes & Gaps

PG-CSL Prime Gaps Continuous Sieve Ledger

FEATURED
📦 262 GB (15,401 Parquet Blocks)🔢 56,989,244,924 Primes (up to 1.54 × 10¹²)

Massive partitioned continuous sieve ledger recording all consecutive prime pairs up to 1.54 trillion with their exact gap sizes, coordinate indices, and sieve start markers.

Apache ParquetSQLite B-Tree IndexSnappy
🎯Primary Applications & Use Cases:
  • Zhang-Maynard-Tao bounded prime gap analysis and verification
  • Elliott-Halberstam distribution level asymptotic bounds (θ = 0.65)
  • Maximal prime gap discovery and Cramér/Granville conjecture testing
  • Consecutive prime gap clustering and prime constellation frequencies
Schema:gap_size: int16p1: int64p2: int64k_start: int64
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Algebraic Number Theory

Distilled Primes 54-Column Wave Stack

FEATURED
📦 1.9 GB🔢 6,985,806 Rows (n = 1 to 1,000,041)

54-column analytical database capturing 8 cohesive structural layers for integers: 2D spacetime coordinates (u, v, t), exact column sum invariants, harmonic scalings, multiplicative partition signatures, 14 rational continued fraction suites, 50-digit MPFR log/exp strings, and lossless Gauss-Kuzmin horizons.

Apache ParquetArrow IPCDuckDB
🎯Primary Applications & Use Cases:
  • Multi-dimensional integer topology and coordinate phase space exploration
  • High-precision continued fraction spectrum and divergence analysis
  • Exact log-domain floating point precision limits and Gauss-Kuzmin statistics
  • Machine learning on number theoretic invariants and resident/gate-crasher classifications
Schema:Base Coordinates (8 cols)Row Sums & Envelopes (4 cols)Scalings & Ratios (6 cols)Rational CF Suite (14 cols)50-Digit MPFR Strings (6 cols)
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Primes & Gaps

5-Billion Prime In-RAM DRAM Bitset & Binary Stream

FEATURED
📦 299 MB (Bitset) + 1.8 GB (Binary)🔢 234,954,223 Primes (up to 5 × 10⁹)

Zero-copy memory-mapped bitset and contiguous uint64 array providing sub-nanosecond O(1) deterministic primality queries across all odd integers up to 5 billion.

Raw DRAM Bitsetuint64 Little-Endian Binarymmap Zero-Copy
🎯Primary Applications & Use Cases:
  • Sub-nanosecond O(1) in-memory primality testing without trial division
  • Large-scale Goldbach conjecture and Hardy-Littlewood circle method checks
  • Zero-latency sieving and prime generation pipelines in C++, Rust, and Python
  • Cryptographic prime candidate validation and prime density sampling
Schema:Bitset: 1 bit per odd integer (2.5B bits)Binary: 234.95M uint64_t values
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Zeta Functions

Riemann Zeta Non-Trivial Zero Ledger (V1)

FEATURED
📦 780 MB🔢 10,000,000+ Non-Trivial Zeros

High-precision indexed ledger of non-trivial zeros γₙ of the Riemann Zeta function ζ(s) on the critical line Re(s) = 1/2, converted from Odlyzko and Platt calculations.

Apache ParquetSQLite B-Tree IndexIEEE 754 Float64 / MPFR
🎯Primary Applications & Use Cases:
  • Riemann Hypothesis empirical verification and critical line boundary tests
  • GUE (Gaussian Unitary Ensemble) Montgomery pair-correlation statistics
  • Explicit Riemann-von Mangoldt prime-counting formula evaluation R(x)
  • Quantum chaos, random matrix theory, and spectral energy level modeling
Schema:zero_index: int64gamma_n: float64 / varchar(50)gram_interval: int32
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Algebraic Number Theory

Geometric Primes: Gaussian & Eisenstein Split Ledger

📦 310 MB🔢 26,355,866 Primes (up to 10⁸)

Algebraic number theory dataset classifying primes by Gaussian splits (p = x² + y² ≡ 1 mod 4), Eisenstein splits (p = u² - uv + v² ≡ 1 mod 3), 2-adic valuation ranks, and modulo-12 geometric archetypes.

Apache ParquetPolars DataFrame
🎯Primary Applications & Use Cases:
  • Gaussian and Eisenstein integer factorization algorithms
  • Quadratic form representations and binary quadratic Diophantine equations
  • Elliptic curve point counting and complex multiplication (CM) orders
  • Geometric lattice cryptography and Euclidean space partition invariants
Schema:p: int64is_gaussian_split: boolx: int32y: int32is_eisenstein_split: boolu: int32v: int32mod12_archetype: string
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Semiprimes

Geometric Semiprimes & Quadratic Factor Field

📦 2.7 GB🔢 160,785,135 Semiprimes (N = p₁p₂ ≤ 10⁹)

Exhaustive ledger of square-free semiprimes recording factor differentials δ = p₂ - p₁, modular archetypes, Gaussian decomposition classes, and harmonic arrival coordinates.

Apache ParquetDuckDB
🎯Primary Applications & Use Cases:
  • Semiprime factor gap distribution and unbalanced semiprime analysis
  • RSA modulus geometry and Fermat factorization boundary conditions
  • Quadratic sieve polynomial parameter optimization
  • Distribution of square-free composites in residue classes
Schema:n: int64p1: int32p2: int32delta: int32mod12_archetype: stringgaussian_type: string
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OEIS & Constants

Extended OEIS Offline Mirror & SIMD Codebook Index

📦 48 GB🔢 380,000+ Integer Sequences (A000001–A380000+)

Complete offline mirror of the Online Encyclopedia of Integer Sequences with parsed terms, author attribution, formulas, Maple/Mathematica/PARI scripts, b-files, and AVX-512 accelerated fingerprint search codebooks.

JSON Recordsb-filesAVX-512 SIMD CodebooksGit Repository
🎯Primary Applications & Use Cases:
  • Instant offline integer sequence identification and closed-form matching
  • Automated formula discovery and symbolic sequence extrapolation
  • Mathematical vulnerability auditing against established sequence literature
  • High-throughput term lookup up to N = 4096 via SIMD codebooks
Schema:a_number: stringterms: list<int64>formulas: list<string>cross_references: list<string>
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OEIS & Constants

100 Fundamental Constants High-Precision Library

📦 39 MB🔢 100 Fundamental Constants (1,000+ DPS)

1,000+ decimal digits and 1-billion-bit binary expansions for the top 100 mathematical and physical constants (π, e, γ, φ, ζ(3), Feigenbaum constants, Khinchin's constant, Glaisher-Kinkelin constant, and more).

Arbitrary-Precision Text1-Billion Binary BitsJSON
🎯Primary Applications & Use Cases:
  • PSLQ integer relation detection and Ramanujan-type formula discovery
  • Arbitrary-precision floating point validation and error analysis
  • Transcendence and algebraic independence testing
  • High-precision numerical integration and special function evaluation
Schema:constant_name: stringsymbol: stringvalue_1000dps: stringbinary_bits_path: string
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Primes & Gaps

Extended 25-Billion Prime Dataset

📦 8.2 GB (Binary) + 3.0 GB (Bitset)🔢 1,091,987,405 Primes (up to 25 × 10⁹)

Extended sequential prime array and bitset covering the first 1.09 billion primes up to 25 × 10⁹ for large-scale computational number theory.

uint64 BinaryDRAM Bitsetmmap
🎯Primary Applications & Use Cases:
  • Extended prime counting function π(x) error bound verification
  • Large-scale prime sieve benchmarking and prime gap record hunting
  • High-concurrency OpenMP and GPU parallel number theoretic sieving
Schema:uint64 binary sequential array3.0 GB bitmask
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Algebraic Number Theory

B-Smooth Neighborhood Tree Lattice

📦 45 MB🔢 Multi-Radix Smooth Lattices

Multi-radix B-smooth integer tree neighborhoods and coordinate lattices for small prime smooth bases (B ∈ {2, 3, 5, 7}).

Binary TreesMarkdown SpecsC++ Generators
🎯Primary Applications & Use Cases:
  • General Number Field Sieve (GNFS) smooth relation matrix generation
  • Radix-n Fast Fourier Transform (FFT) parameter optimization
  • Smooth integer distribution and Dickman ρ(u) function numerical checks
Schema:smooth_base: list<int>tree_depth: intsmooth_elements: list<int64>
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Primes & Gaps

Prime Gap Markov Transition & Correlation Dataset

📦 120 MB🔢 Gaps d ∈ [2, 100] (1st to 5th Order Markov)

Detailed statistical dataset of consecutive prime gap transitions, Markov state transfer matrices (orders 1 through 5), run-length clustering, and Index of Coincidence (IoC) metrics.

CSV TablesMarkov Transition MatricesCorrelation Plots
🎯Primary Applications & Use Cases:
  • Stochastic modeling of prime gaps as higher-order Markov chains
  • Hardy-Littlewood prime k-tuple conjecture empirical testing
  • Prime gap run-length clustering and autocorrelation decay analysis
Schema:gap_size: inttransition_probs: matrixioc_metric: float64
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Combinatorics & Graphs

Dodecagonal Quasicrystal R² Metric Graph

📦 15 MB🔢 12-Fold Rotational Symmetry Graph

Geometric and topological graph dataset mapping 12-fold rotational symmetry quasicrystalline Penrose/Ammann-Beenker type tiling metrics with unit edge lengths in ℝ².

Graph Coordinate TablePython GeneratorsAdjacency List
🎯Primary Applications & Use Cases:
  • Aperiodic tiling geometry and non-crystallographic space filling
  • Quasicrystal spectral gap and quantum Hall topological insulator edge states
  • Graph laplacian spectrum and random walk properties on aperiodic graphs
Schema:vertex_coords: (float64, float64)edges: (int64, int64)edge_length: 1.0
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Semiprimes

GPU-Accelerated Binary Gapped Semiprime Tables

📦 1.2 GB🔢 CUDA & AVX-512 Gapped Semiprime Columns

CUDA and AVX-512 optimized memory-mapped binary tables designed for ultra-high-throughput semiprime traversal and GPU factorization benchmarking.

C++/CUDA Binary FormatColumnar Layout
🎯Primary Applications & Use Cases:
  • High-throughput GPU semiprime factorization benchmarking
  • Vectorized SIMD memory-mapped search algorithms
  • Hardware-accelerated mathematical sieve verification
Schema:Dense packed binary structCUDA kernel stream-ready
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Algebraic Number Theory

Finite Field Irreducible & Primitive Polynomial Catalog

📦 10 MB🔢 Galois Fields F₂, F₃, Fₚ (Degrees 1 to 64)

Catalog of irreducible and primitive polynomials across finite Galois fields F₂, F₃, and Fₚ for algebraic coding theory, LFSR generators, and finite field arithmetic.

Markdown TablesCoefficients Arrays
🎯Primary Applications & Use Cases:
  • Cryptographic S-box and Galois field arithmetic implementation
  • Reed-Solomon and BCH error-correcting code design
  • Polynomial factorization algorithms and polynomial sieve benchmarking
Schema:field: stringdegree: intcoefficients: list<int>is_primitive: bool
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📡

Dataset Index & Future Distribution Roadmap

This page currently serves as an architectural index of the datasets utilized in our epistemic audits. Public downloads, torrent swarms, and partitioned mirror distributions are being architected for an upcoming release.

Current Status
Catalog Index Only
Direct downloads coming soon
Planned Distribution
Zenodo & Torrent Swarms
High-bandwidth NVMe mirrors
Format Standards
Parquet / Arrow / Bitsets
Zero-copy DuckDB/Polars stream
Questions or early collaborations? Contact our research desk for schema specifications or verification inquiries.
Contact Dataset Desk →