Pith Number

pith:KPJZ5OG6

pith:2016:KPJZ5OG6BBRTJ3TMDIM33EO4CH

not attested not anchored not stored refs pending

Probabilistic Duality for Parallel Gibbs Sampling without Graph Coloring

Andreas Geiger, Lars Mescheder, Sebastian Nowozin

arxiv:1611.06684 v1 · 2016-11-21 · cs.LG · 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{KPJZ5OG6BBRTJ3TMDIM33EO4CH}

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	2026-05-18T00:57:25.084492Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53d39eb8de086334ee6c1a19bd91dc11e19641b452500bec5853cf3840ccaba9

Aliases

arxiv: 1611.06684 · arxiv_version: 1611.06684v1 · doi: 10.48550/arxiv.1611.06684 · pith_short_12: KPJZ5OG6BBRT · pith_short_16: KPJZ5OG6BBRTJ3TM · pith_short_8: KPJZ5OG6

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/KPJZ5OG6BBRTJ3TMDIM33EO4CH \
  | 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: 53d39eb8de086334ee6c1a19bd91dc11e19641b452500bec5853cf3840ccaba9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a608674d2a7be87946e51eb7f434323f1ce68d351c3e10dca8edcb61d283c21",
    "cross_cats_sorted": [
      "math.PR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-11-21T08:57:58Z",
    "title_canon_sha256": "eeeac3ae8b26428e355e1b8b204d74ee7cb87e169c4510db8fdecf91f9b83b4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.06684",
    "kind": "arxiv",
    "version": 1
  }
}