Pith Number

pith:LL2YSIQD

pith:2015:LL2YSIQD2YBAVDAR3DUOPRICCO

not attested not anchored not stored refs pending

Fast Parallel SAME Gibbs Sampling on General Discrete Bayesian Networks

Daniel Seita, Haoyu Chen, John Canny

arxiv:1511.06416 v1 · 2015-11-19 · 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{LL2YSIQD2YBAVDAR3DUOPRICCO}

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	2026-05-18T01:26:24.506072Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5af5892203d6020a8c11d8e8e7c50213b7b456cd5dcc4dfcd227ea3fc597d396

Aliases

arxiv: 1511.06416 · arxiv_version: 1511.06416v1 · doi: 10.48550/arxiv.1511.06416 · pith_short_12: LL2YSIQD2YBA · pith_short_16: LL2YSIQD2YBAVDAR · pith_short_8: LL2YSIQD

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/LL2YSIQD2YBAVDAR3DUOPRICCO \
  | 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: 5af5892203d6020a8c11d8e8e7c50213b7b456cd5dcc4dfcd227ea3fc597d396

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18ad29ba3b6fc28036ea55608066444c2cd277ab06d3bc5ae78095f036bf0db6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-19T22:08:22Z",
    "title_canon_sha256": "238daf68f16360bd32ba0366f33ee8daf6bf9e53ef6e295e7e597e6d143a2fe8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.06416",
    "kind": "arxiv",
    "version": 1
  }
}