Pith Number

pith:2BSY6SCO

pith:2026:2BSY6SCOZZETWRJK7P52BGKXTT

not attested not anchored not stored refs pending

Canonical Joint Energy-Based Model on CIFAR-10: failure modes and practical indistinguishability of Predictor-Corrector and SGLD samplers

Dmytro Knopov

arxiv:2608.05025 v1 · 2026-08-05 · 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{2BSY6SCOZZETWRJK7P52BGKXTT}

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	2026-08-06T01:48:04.201518Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0658f484ece493b452afbfba099579cc9cc937a0742aa1ee953b3e38db80f7b

Aliases

arxiv: 2608.05025 · arxiv_version: 2608.05025v1 · doi: 10.48550/arxiv.2608.05025 · pith_short_12: 2BSY6SCOZZET · pith_short_16: 2BSY6SCOZZETWRJK · pith_short_8: 2BSY6SCO

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/2BSY6SCOZZETWRJK7P52BGKXTT \
  | 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: d0658f484ece493b452afbfba099579cc9cc937a0742aa1ee953b3e38db80f7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e0294f898a220ebece32933b2e1c5e178a4ae694fe6c043ea7cdd02db40cd99",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-05T16:28:57Z",
    "title_canon_sha256": "83ee2af2f56b3f833336fda2ed5c2d9e9e6ae21e1a3be23db4f228a877e20636"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05025",
    "kind": "arxiv",
    "version": 1
  }
}