Pith Number

pith:G2CK4DPH

pith:2021:G2CK4DPHH4BPW4TT3B4ZSSFE5J

not attested not anchored not stored refs pending

Coalesced Multi-Output Tsetlin Machines with Clause Sharing

Ole-Christoffer Granmo, Sondre Glimsdal

arxiv:2108.07594 v1 · 2021-08-17 · cs.AI · 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{G2CK4DPHH4BPW4TT3B4ZSSFE5J}

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.

Cited by

3 papers in Pith

Macroeconomic Message Passing for Anticipating Foreign Exchange Regime Changes: A Deep Logical Learning Approach using Graph Tsetlin Machines

The Tsetlin Machine Goes Deep: Logical Learning and Reasoning With Graphs

FastOmniTMAE: Parallel Clause Learning for Scalable and Hardware-Efficient Tsetlin Embeddings

Receipt and verification

First computed	2026-07-05T03:06:40.615622Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3684ae0de73f02fb7273d8799948a4ea54ec768dec5d3414640aa94d64c9fa10

Aliases

arxiv: 2108.07594 · arxiv_version: 2108.07594v1 · doi: 10.48550/arxiv.2108.07594 · pith_short_12: G2CK4DPHH4BP · pith_short_16: G2CK4DPHH4BPW4TT · pith_short_8: G2CK4DPH

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/G2CK4DPHH4BPW4TT3B4ZSSFE5J \
  | 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: 3684ae0de73f02fb7273d8799948a4ea54ec768dec5d3414640aa94d64c9fa10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c202db9484500241134a3c05fd38557242a20e1c1e3a13ff9365bb0e39709ec",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-08-17T12:52:01Z",
    "title_canon_sha256": "853b16f1bc6a372c146a7d93e1a445a59644ab6ba2b335e45e2fd19a1abfb410"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.07594",
    "kind": "arxiv",
    "version": 1
  }
}