Pith Number

pith:ZNZB4R7E

pith:2019:ZNZB4R7ED5NQVBS3LZRBSSH2HF

not attested not anchored not stored refs pending

Output-Constrained Bayesian Neural Networks

Anirudh Suresh, Finale Doshi-Velez, Jiayu Yao, Lars Lorch, Melanie F. Pradier, Moritz A. Graule, Srivatsan Srinivasan, Wanqian Yang

arxiv:1905.06287 v1 · 2019-05-15 · 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{ZNZB4R7ED5NQVBS3LZRBSSH2HF}

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	2026-05-17T23:46:06.958358Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb721e47e41f5b0a865b5e621948fa394c67c3d79682bbc54a28d1a9f6664cf9

Aliases

arxiv: 1905.06287 · arxiv_version: 1905.06287v1 · doi: 10.48550/arxiv.1905.06287 · pith_short_12: ZNZB4R7ED5NQ · pith_short_16: ZNZB4R7ED5NQVBS3 · pith_short_8: ZNZB4R7E

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/ZNZB4R7ED5NQVBS3LZRBSSH2HF \
  | 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: cb721e47e41f5b0a865b5e621948fa394c67c3d79682bbc54a28d1a9f6664cf9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a32c0e4eae0d7b07f5ca86f9dc8396eea209449d8f5ae101f82689aee12270ea",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-15T16:44:12Z",
    "title_canon_sha256": "e2c4115f1b1a9411545d052a1d30925d0ef1a5cc2202ce65544333a9cf93c7b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.06287",
    "kind": "arxiv",
    "version": 1
  }
}