Pith Number

pith:XD6QZR7C

pith:2016:XD6QZR7CXBQGFBYPO7Y5NWTZG2

not attested not anchored not stored refs pending

Encapsulating models and approximate inference programs in probabilistic modules

Marco F. Cusumano-Towner, Vikash K. Mansinghka

arxiv:1612.04759 v2 · 2016-12-14 · cs.AI · 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{XD6QZR7CXBQGFBYPO7Y5NWTZG2}

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	2026-05-18T00:44:57.554618Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8fd0cc7e2b86062870f77f1d6da7936a1cbacfd0ed2ac4ffab25dfddc355a46

Aliases

arxiv: 1612.04759 · arxiv_version: 1612.04759v2 · doi: 10.48550/arxiv.1612.04759 · pith_short_12: XD6QZR7CXBQG · pith_short_16: XD6QZR7CXBQGFBYP · pith_short_8: XD6QZR7C

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/XD6QZR7CXBQGFBYPO7Y5NWTZG2 \
  | 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: b8fd0cc7e2b86062870f77f1d6da7936a1cbacfd0ed2ac4ffab25dfddc355a46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf11a285643bec24388df96df3838b393b774b7017153159f6b57b8e779fbf85",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2016-12-14T18:14:59Z",
    "title_canon_sha256": "ece2abeb0ff072518d23782ae741b5de6c1659cf1716b549591461e0e9e9796a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.04759",
    "kind": "arxiv",
    "version": 2
  }
}