Pith Number

pith:B5AC7ONZ

pith:2026:B5AC7ONZ54GSMXCPO2AAFR7VLJ

not attested not anchored not stored refs pending

Autonomous Collaborative Learning Among an Ensemble of Tsetlin Machines with Consensus-Based Inference

Alexander Fish, Michal Yemini, Osnat Keren, Yehuda Rudin

arxiv:2607.20124 v1 · 2026-07-22 · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B5AC7ONZ54GSMXCPO2AAFR7VLJ}

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	2026-07-23T01:25:02.676590Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f402fb9b9ef0d265c4f768002c7f55a7ed6ab5eee3ed9498eaf8ce9be57594d

Aliases

arxiv: 2607.20124 · arxiv_version: 2607.20124v1 · doi: 10.48550/arxiv.2607.20124 · pith_short_12: B5AC7ONZ54GS · pith_short_16: B5AC7ONZ54GSMXCP · pith_short_8: B5AC7ONZ

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/B5AC7ONZ54GSMXCPO2AAFR7VLJ \
  | 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: 0f402fb9b9ef0d265c4f768002c7f55a7ed6ab5eee3ed9498eaf8ce9be57594d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e944987ae880408e25c6ea11ba019a2aadca7e71cd3a771f0e8b6a060a00fec3",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-22T13:28:28Z",
    "title_canon_sha256": "2e367171f12829c8e837132b7031a2da1fae6d8bc71aa666b270d017d006d265"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20124",
    "kind": "arxiv",
    "version": 1
  }
}