Pith Number

pith:2XSGNL7R

pith:2025:2XSGNL7RY3I6PIAGKC62OKGNDE

not attested not anchored not stored refs pending

Wavelet Logic Machines: Learning and Reasoning in the Spectral Domain Without Neural Networks

Andrew Kiruluta

arxiv:2507.19514 v1 · 2025-07-18 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2XSGNL7RY3I6PIAGKC62OKGNDE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T11:43:35.323667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5e466aff1c6d1e7a00650bda728cd193eb7467c55365ae6b619b7229106076a

Aliases

arxiv: 2507.19514 · arxiv_version: 2507.19514v1 · doi: 10.48550/arxiv.2507.19514 · pith_short_12: 2XSGNL7RY3I6 · pith_short_16: 2XSGNL7RY3I6PIAG · pith_short_8: 2XSGNL7R

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/2XSGNL7RY3I6PIAGKC62OKGNDE \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d5e466aff1c6d1e7a00650bda728cd193eb7467c55365ae6b619b7229106076a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb5452144405bb4853ed08cc62c42b1a28abe39105831cad8c6b76da9c718968",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-18T01:28:17Z",
    "title_canon_sha256": "ab17b90931ce04259724f8f58bdbc027ba5249c160d7e69d9e07e10b6d36411f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19514",
    "kind": "arxiv",
    "version": 1
  }
}