Pith Number

pith:TKAWFA4O

pith:2026:TKAWFA4O676TSP7ZZTACMRZTCS

not attested not anchored not stored refs pending

Deterministic Denominator Design for Localized Tamed Stochastic-Gradient Langevin Dynamics

Yiwei Zhou, Ziheng Chen

arxiv:2606.10559 v1 · 2026-06-09 · stat.ME · math.PR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TKAWFA4O676TSP7ZZTACMRZTCS}

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	2026-06-10T01:10:26.345117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a8162838ef7fd393ff9ccc026473314b3670eacfae91aeaafc0ed67309759c3

Aliases

arxiv: 2606.10559 · arxiv_version: 2606.10559v1 · doi: 10.48550/arxiv.2606.10559 · pith_short_12: TKAWFA4O676T · pith_short_16: TKAWFA4O676TSP7Z · pith_short_8: TKAWFA4O

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/TKAWFA4O676TSP7ZZTACMRZTCS \
  | 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: 9a8162838ef7fd393ff9ccc026473314b3670eacfae91aeaafc0ed67309759c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6adee3d8a99b9ed574b4085c1f88b6edf486885b7a7bd8434e4d2c4db8215208",
    "cross_cats_sorted": [
      "math.PR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2026-06-09T08:25:41Z",
    "title_canon_sha256": "73e48caf345080d04feaccb1d6af70c1dbf00f869daa9dc5c5ea973fb2883005"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10559",
    "kind": "arxiv",
    "version": 1
  }
}