Pith Number

pith:XVIIYCYF

pith:2025:XVIIYCYFBEJQ324V6CZRLMLOJH

not attested not anchored not stored refs pending

A hierarchical entropy method for the delocalization of bias in high-dimensional Langevin Monte Carlo

Daniel Lacker, Fuzhong Zhou

arxiv:2509.08619 v1 · 2025-09-10 · stat.ML · cs.LG · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XVIIYCYFBEJQ324V6CZRLMLOJH}

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	2026-07-05T12:08:33.261892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd508c0b0509130deb95f0b315b16e49d702557cdb1e7bda03e933395a2d4f18

Aliases

arxiv: 2509.08619 · arxiv_version: 2509.08619v1 · doi: 10.48550/arxiv.2509.08619 · pith_short_12: XVIIYCYFBEJQ · pith_short_16: XVIIYCYFBEJQ324V · pith_short_8: XVIIYCYF

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/XVIIYCYFBEJQ324V6CZRLMLOJH \
  | 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: bd508c0b0509130deb95f0b315b16e49d702557cdb1e7bda03e933395a2d4f18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a30dff972f8e08d44ccc0b97ae3bee55d0acfe78287de76a47bad459ec25909",
    "cross_cats_sorted": [
      "cs.LG",
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-09-10T14:16:24Z",
    "title_canon_sha256": "f1f71d65076b4c84205e42e58b7dd06a411491ca1804d5ee191938c19a41136e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.08619",
    "kind": "arxiv",
    "version": 1
  }
}