Pith Number

pith:DCH3WKND

pith:2026:DCH3WKNDA3KLP6FJHWDS23MOOX

not attested not anchored not stored refs pending

Leveraging generative models to assist Monte Carlo sampling

Marylou Gabri\'e

arxiv:2608.07648 v1 · 2026-08-07 · stat.ML · cond-mat.dis-nn · cond-mat.stat-mech · cs.LG · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DCH3WKNDA3KLP6FJHWDS23MOOX}

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	2026-08-11T00:15:34.345669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

188fbb29a306d4b7f8a93d872d6d8e75e7ad00db837ef43cb474ac8bbb5dc8df

Aliases

arxiv: 2608.07648 · arxiv_version: 2608.07648v1 · doi: 10.48550/arxiv.2608.07648 · pith_short_12: DCH3WKNDA3KL · pith_short_16: DCH3WKNDA3KLP6FJ · pith_short_8: DCH3WKND

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/DCH3WKNDA3KLP6FJHWDS23MOOX \
  | 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: 188fbb29a306d4b7f8a93d872d6d8e75e7ad00db837ef43cb474ac8bbb5dc8df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "373d90e135f55ce8eb340694a9b36f9a034279a8779e8d3682aeff973843bbae",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cond-mat.stat-mech",
      "cs.LG",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-08-07T17:14:35Z",
    "title_canon_sha256": "ef8cb2e92ac7703001669f97bf8a74ced364a8af27aa0bdd13998964070912e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.07648",
    "kind": "arxiv",
    "version": 1
  }
}