Pith Number

pith:RESFADO2

pith:2020:RESFADO242NZBCROT2YB7JSLCE

not attested not anchored not stored refs pending

Probabilistic Circuits for Variational Inference in Discrete Graphical Models

Andy Shih, Stefano Ermon

arxiv:2010.11446 v1 · 2020-10-22 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RESFADO242NZBCROT2YB7JSLCE}

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	2026-07-05T01:45:10.414024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8924500ddae69b908a2e9eb01fa64b11332ae6d8c44241e9d3f5e58659cec981

Aliases

arxiv: 2010.11446 · arxiv_version: 2010.11446v1 · doi: 10.48550/arxiv.2010.11446 · pith_short_12: RESFADO242NZ · pith_short_16: RESFADO242NZBCRO · pith_short_8: RESFADO2

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/RESFADO242NZBCROT2YB7JSLCE \
  | 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: 8924500ddae69b908a2e9eb01fa64b11332ae6d8c44241e9d3f5e58659cec981

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0206dbecbcccb2c1bb1e51c06bcb0896c851db89d4c8cdaad57dd736021a5750",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-22T05:04:38Z",
    "title_canon_sha256": "11e9e5fa1a73f6e820a7c1a042a13eaa24f3b009e5e22fb5f83ca505abe1e22e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.11446",
    "kind": "arxiv",
    "version": 1
  }
}