Pith Number

pith:OOFXVBQG

pith:2018:OOFXVBQGDGTORFNB2WTEYP7QYV

not attested not anchored not stored refs pending

Verification of deep probabilistic models

Alhussein Fawzi, Krishnamurthy Dvijotham, Marta Garnelo, Pushmeet Kohli

arxiv:1812.02795 v1 · 2018-12-06 · 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{OOFXVBQGDGTORFNB2WTEYP7QYV}

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	2026-05-17T23:58:51.848495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

738b7a860619a6e895a1d5a64c3ff0c54f700a4b7ba4d2b051153ece4bae0a38

Aliases

arxiv: 1812.02795 · arxiv_version: 1812.02795v1 · doi: 10.48550/arxiv.1812.02795 · pith_short_12: OOFXVBQGDGTO · pith_short_16: OOFXVBQGDGTORFNB · pith_short_8: OOFXVBQG

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/OOFXVBQGDGTORFNB2WTEYP7QYV \
  | 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: 738b7a860619a6e895a1d5a64c3ff0c54f700a4b7ba4d2b051153ece4bae0a38

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "123dfa50f805c928f0d269d6487f3e65c369630b20c5f578c869a7e3fafb11fa",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-06T20:38:19Z",
    "title_canon_sha256": "ba27c7015090876bf7d25877583770b5a71f1f29d9eb1e9f8ce7267d9635af6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.02795",
    "kind": "arxiv",
    "version": 1
  }
}