Pith Number

pith:TIZMF4QP

pith:2022:TIZMF4QPGXN25RITMPIL52G2FE

not attested not anchored not stored refs pending

Rule-based Evolutionary Bayesian Learning

Indranil Pan, Lachlan R. Mason, Omar K. Matar, Themistoklis Botsas

arxiv:2202.13778 v1 · 2022-02-28 · stat.ML · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TIZMF4QPGXN25RITMPIL52G2FE}

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	2026-07-05T04:00:33.812019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a32c2f20f35dbaec51363d0bee8da2936e27340f1a88401abd6cd69fec228fd

Aliases

arxiv: 2202.13778 · arxiv_version: 2202.13778v1 · doi: 10.48550/arxiv.2202.13778 · pith_short_12: TIZMF4QPGXN2 · pith_short_16: TIZMF4QPGXN25RIT · pith_short_8: TIZMF4QP

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/TIZMF4QPGXN25RITMPIL52G2FE \
  | 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: 9a32c2f20f35dbaec51363d0bee8da2936e27340f1a88401abd6cd69fec228fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0875808f447e54abc9fc81b92e3aac05b9320a5f300b1ec54ae2db8966270c53",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-02-28T13:24:00Z",
    "title_canon_sha256": "33dd43f5c7bf4ea98fc247f6cc6121cb98e953d9e0457a3fa4c14ff8630d80b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.13778",
    "kind": "arxiv",
    "version": 1
  }
}