pseudoSpore — Sovereign Science Data
519 GB of real science data with full cryptographic provenance. Downloadable and verifiable on commodity hardware. No cloud. No trust required.
Real science data. Sovereign hardware. Full provenance. Verify it yourself.
westGate has ingested 519 GB across 17+ scientific domains through the complete CAS + Provenance Trio pipeline. Every object is content-addressed (BLAKE3), DAG-tracked (rhizoCrypt), ledger-committed (loamSpine), Ed25519-signed (bearDog), and attribution-braided (sweetGrass). 100% provenance coverage.
This is not a plan. This data is on disk, hashed, signed, and queryable right now on a Ryzen 9 / 96 GB DDR5 / 50.7 TB ZFS raidz1 machine running in a basement.
Data Catalog
| Dataset | Size | Objects | Domain | Springs | Provenance |
|---|---|---|---|---|---|
| LINCS L1000 Level 5 | 19.86 GB | 6 | Gene expression (473K signatures x 12K genes) | wetSpring, tideGlass | 5/5 FULL |
| ChEMBL 37 | ~15 GB | 2 | Drug discovery (2.9M compounds, 24.5M bioactivities) | healthSpring, tideGlass | 5/5 FULL |
| PDB | 361 MB+ | 506+ | Structural biology (protein structures) | hotSpring, neuralSpring | 5/5 FULL |
| UniProt Swiss-Prot | 764 MB | 3 | Protein sequences | wetSpring, hotSpring | 5/5 FULL |
| ZINC20 SMILES | 160 MB | 110 | Compound screening | healthSpring, tideGlass | 5/5 FULL |
| GTEx V8 | 2.4 GB | 4 | Tissue expression | wetSpring, healthSpring | 5/5 FULL |
| SILVA 138.1 | 188 MB | 1 | 16S taxonomy reference | wetSpring | 5/5 FULL |
| PhysioNet MIT-BIH | 22 MB | 1 | Biosignals (ECG) | healthSpring | 5/5 FULL |
| MassBank NIST | 63 MB | 1 | Mass spectrometry reference | wetSpring | 5/5 FULL |
| NOAA GHCND | 11 MB | 2 | Weather station data | groundSpring, airSpring | 5/5 FULL |
| LTEE REL606 | 5.8 MB | 1 | Microbial evolution reference | wetSpring | 5/5 FULL |
| Total (this table) | ~38.2 GB | 4,752 | 6 domains | 8 springs | 100% |
This table shows the original pseudoSpore data catalog. The full Data Braids catalog now covers 519 GB across 130+ datasets and 17+ domains.
What “5/5 FULL” Means
Every data object passes through five provenance stages. Each is independently verifiable:
| Stage | Primal | What It Proves |
|---|---|---|
| 1. Content hash | nestGate | BLAKE3 hash — the object IS what it claims to be |
| 2. CAS storage | nestGate | Content-addressed — identity is the hash, not a filename |
| 3. DAG tracking | rhizoCrypt | Parent/child relationships — where data came from |
| 4. Ledger commit | loamSpine | Immutable record — the object existed at this time |
| 5. Ed25519 witness | sweetGrass | Cryptographic signature — who committed it and when |
The chain is end-to-end. No stage trusts the previous one — each is independently checkable.
What a pseudoSpore Contains
A pseudoSpore is a downloadable archive carrying data + its proof chain:
pseudospore-chembl37/
├── data/ # The science data
│ ├── chembl_37.sdf.gz
│ └── chembl_37_sqlite.tar.gz
├── provenance/ # The proof chain
│ ├── blake3_checksums.txt # BLAKE3 hashes of every file
│ ├── cas_manifest.json # nestGate CAS object IDs
│ ├── dag_proof.json # rhizoCrypt DAG chain
│ ├── spine_entry.json # loamSpine ledger entry
│ ├── ed25519_signature.json # bearDog signature
│ └── attribution_braid.json # sweetGrass W3C PROV-O attribution
├── validate.sh # Run this to verify everything
└── README.md # What this is, where it came from
./validate.sh checks every hash, every signature, every chain link. You are the verifier. No trust required. No central authority. The provenance travels with the data.
Verify It Yourself
Three levels of verification, zero trust required:
Level 1: Check a hash
# Download any dataset file
# Run b3sum (BLAKE3 CLI) and compare against the manifest
b3sum chembl_37.sdf.gz
# Compare output against blake3_checksums.txt
Level 2: Verify the signature chain
# Inside a pseudoSpore archive:
./validate.sh
# Checks: BLAKE3 hashes → CAS IDs → DAG parents → spine entry → Ed25519 sig
# Output: PASS or FAIL for each stage
Level 3: Reproduce on your own hardware
Deploy NUCLEUS on your machine (see Getting Started), ingest the same public datasets, and compare your provenance chain against ours. The hashes will match. The science is deterministic. The hardware is commodity.
The Hardware
All of this runs on:
- westGate: i9-14900K, 96 GB DDR5, 50.7 TB ZFS raidz1
- Cost: ~$6K hardware + $485/month operating (electricity, ISP, VPS)
- OS: Linux (NixOS)
- Network: Sovereign mesh via Tower Atomic (bearDog + songBird + skunkBat)
No cloud. No AWS. No institutional compute allocation. Commodity hardware you could build from Micro Center parts.
Spore Taxonomy
| Class | Self-sufficient? | What it carries |
|---|---|---|
| coldSpore | No | Static marker + frozen data snapshot |
| liveSpore | Partial | + Journal + refresh mechanism |
| pseudoSpore | No | + Provenance braids, receipts, derivation configs — proves the mountain was climbed |
| lithoSpore | Yes | + Runtime + binaries + full data — carries everything to reproduce independently |
The spore can’t carry the mountain, but it proves the mountain was climbed.
pseudoSpore #2: Computed Science (hotSpring SU(2) Gauge Theory)
The data catalog above shows ingested reference data — public datasets pulled through the CAS + Provenance pipeline. But the system doesn’t just store science. It produces science.
hotSpring SU(2) — Lattice Gauge Theory is the second pseudoSpore: original SU(2) lattice gauge theory trajectories computed on strandGate using both NVIDIA RTX 3090 and AMD RX 6950 XT. Multi-vendor, DF64 precision, full provenance. The same WGSL shaders run on both GPUs — cross-GPU plaquette agreement within 3.1×10⁻⁹.
arXiv preprint: under refinement. Validation experiment queue in progress. Rung 1 of 6 toward vendor-agnostic lattice QCD (ORCID 0009-0004-2141-0321).
See Also
- Data Braids — 519 GB of ingested data with sweetGrass provenance braids
- Transplant — Carry the Data With You — pseudoSpore/lithoSpore paths for PIs
- What’s Possible — dataset combinations that enable science
- How Braids Work — the provenance pipeline explained
- Verify a pseudoSpore — step-by-step verification guide
- hotSpring QCD pseudoSpore — computed lattice gauge theory
- lithoSpore — USB-deployable self-verifying artifacts
- pseudoSpore Gallery — spring-validated spore archives
- Provenance Pipeline — how the chain works
- Getting Started — deploy NUCLEUS on your hardware