Pith Number

pith:LLNHRTZ3

pith:2023:LLNHRTZ3GTJQ3HRVYP65V55BVP

not attested not anchored not stored refs pending

Generalized Convergence Analysis of Tsetlin Machines: A Probabilistic Approach to Concept Learning

Anis Yazidi, Jivitesh Sharma, Lei Jiao, Mohamed-Bachir Belaid, Ole-Christoffer Granmo, Per-Arne Andersen

arxiv:2310.02005 v1 · 2023-10-03 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LLNHRTZ3GTJQ3HRVYP65V55BVP}

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	2026-07-05T06:56:48.907111Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ada78cf3b34d30d9e35c3fddaf7a1abdfdf3decdbdc392ae6ec7f4e7c23d9c2

Aliases

arxiv: 2310.02005 · arxiv_version: 2310.02005v1 · doi: 10.48550/arxiv.2310.02005 · pith_short_12: LLNHRTZ3GTJQ · pith_short_16: LLNHRTZ3GTJQ3HRV · pith_short_8: LLNHRTZ3

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/LLNHRTZ3GTJQ3HRVYP65V55BVP \
  | 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: 5ada78cf3b34d30d9e35c3fddaf7a1abdfdf3decdbdc392ae6ec7f4e7c23d9c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3789e7b76e9d32f20adc53f458de1ce206b0a0d230785322c905a6b56945e46",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-03T12:21:41Z",
    "title_canon_sha256": "42b2c92ecb16365a77bd14e1096426df8ce305e3d3e6e7d7d5b6ddb02dc529e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02005",
    "kind": "arxiv",
    "version": 1
  }
}