Pith Number

pith:IHC3CKJE

pith:2022:IHC3CKJED6LUSXIYKX2UVE2TQL

not attested not anchored not stored refs pending

EBM Life Cycle: MCMC Strategies for Synthesis, Defense, and Density Modeling

Chu Chen, Jonathan Mitchell, Mitch Hill, Mubarak Shah, Song-Chun Zhu, Yuan Du

arxiv:2205.12243 v1 · 2022-05-24 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IHC3CKJED6LUSXIYKX2UVE2TQL}

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	2026-07-05T04:26:12.568130Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41c5b129241f97495d1855f54a935382e178f162e55efc71bd7324f8381b7a31

Aliases

arxiv: 2205.12243 · arxiv_version: 2205.12243v1 · doi: 10.48550/arxiv.2205.12243 · pith_short_12: IHC3CKJED6LU · pith_short_16: IHC3CKJED6LUSXIY · pith_short_8: IHC3CKJE

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/IHC3CKJED6LUSXIYKX2UVE2TQL \
  | 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: 41c5b129241f97495d1855f54a935382e178f162e55efc71bd7324f8381b7a31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df481377359b50ffa8d7dbcd68007a43da94ec38dac2b265c4d512208d5b6c41",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-05-24T17:52:29Z",
    "title_canon_sha256": "b78c2b582f4024be7dd90aa34daa7e0ed7458d9646c8cc076b061e0e4826f1a1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12243",
    "kind": "arxiv",
    "version": 1
  }
}