Pith Number

pith:IYWARY6S

pith:2016:IYWARY6SXCCHSUH3DZQ6QLA642

not attested not anchored not stored refs pending

Variational hybridization and transformation for large inaccurate noisy-or networks

Jing Zhai, Nan Du, Weicheng Zhu, Wei Fan, Yusheng Xie

arxiv:1605.06181 v1 · 2016-05-20 · cs.LG · cs.AI · 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{IYWARY6SXCCHSUH3DZQ6QLA642}

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	2026-05-18T01:14:19.715669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

462c08e3d2b8847950fb1e61e82c1ee6a8023257e920e958fb33da7e44c9861c

Aliases

arxiv: 1605.06181 · arxiv_version: 1605.06181v1 · doi: 10.48550/arxiv.1605.06181 · pith_short_12: IYWARY6SXCCH · pith_short_16: IYWARY6SXCCHSUH3 · pith_short_8: IYWARY6S

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/IYWARY6SXCCHSUH3DZQ6QLA642 \
  | 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: 462c08e3d2b8847950fb1e61e82c1ee6a8023257e920e958fb33da7e44c9861c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c5953dc8205e12421178ab16877ec2d4d7ecb0fe4d063c6fe4081457a07dfc7",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-05-20T00:31:07Z",
    "title_canon_sha256": "2873b2fd83887a962ee6966257360f84592ebfb72ec561bea288bb3c3285f6e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1605.06181",
    "kind": "arxiv",
    "version": 1
  }
}