Pith Number

pith:3J3QZHXL

pith:2025:3J3QZHXLGPTZCLB75VDQSZRBJW

not attested not anchored not stored refs pending

Reinforcement learning for graph theory, Parallelizing Wagner's approach

Alix Bouffard, Jane Breen

arxiv:2509.01607 v1 · 2025-09-01 · math.CO · 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{3J3QZHXLGPTZCLB75VDQSZRBJW}

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	2026-07-05T12:03:04.395226Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da770c9eeb33e7912c3fed470966214db7c843f228feea6a75678816b04866bb

Aliases

arxiv: 2509.01607 · arxiv_version: 2509.01607v1 · doi: 10.48550/arxiv.2509.01607 · pith_short_12: 3J3QZHXLGPTZ · pith_short_16: 3J3QZHXLGPTZCLB7 · pith_short_8: 3J3QZHXL

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/3J3QZHXLGPTZCLB75VDQSZRBJW \
  | 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: da770c9eeb33e7912c3fed470966214db7c843f228feea6a75678816b04866bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1c0b9fd5dc0dcdf7d3917e82baea64e21e93566a02b5119d4d71ff4cbf3c8e9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "math.CO",
    "submitted_at": "2025-09-01T16:37:17Z",
    "title_canon_sha256": "905771e8003f611a25c4ee43578a844cfe152878e461b9750fe24025ded4959b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.01607",
    "kind": "arxiv",
    "version": 1
  }
}