Pith Number

pith:32VOT5G6

pith:2026:32VOT5G6D3F7EG6WNHEYU5U7KF

not attested not anchored not stored refs pending

Stop the Sampler! Classifier-Based Adaptive Stopping for Sampling Kernels

Esmeralda S. Whitammer, Kirill Korolev, Nikita Morozov, Sergey Samsonov, Stepan Pavlenko

arxiv:2606.16073 v2 · 2026-06-15 · cs.LG · 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{32VOT5G6D3F7EG6WNHEYU5U7KF}

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	2026-07-20T01:18:36.140284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

deaae9f4de1ecbf21bd669c98a769f515e49d369f67363bb4f4c3cbbc68017c5

Aliases

arxiv: 2606.16073 · arxiv_version: 2606.16073v2 · doi: 10.48550/arxiv.2606.16073 · pith_short_12: 32VOT5G6D3F7 · pith_short_16: 32VOT5G6D3F7EG6W · pith_short_8: 32VOT5G6

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/32VOT5G6D3F7EG6WNHEYU5U7KF \
  | 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: deaae9f4de1ecbf21bd669c98a769f515e49d369f67363bb4f4c3cbbc68017c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1713479487e38cc772c335c0ff257119e8bf0d34970c7ccaf2c64da23e87c03",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-15T00:18:21Z",
    "title_canon_sha256": "42d7ee66b317b97b3cd6f015755b6f4097a0d5ecf2a59a841236237a50268185"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.16073",
    "kind": "arxiv",
    "version": 2
  }
}