Pith Number

pith:FNE2JPRH

pith:2018:FNE2JPRHHK5777L3NY5HKMODNI

not attested not anchored not stored refs pending

DEFactor: Differentiable Edge Factorization-based Probabilistic Graph Generation

Amir Saffari, Marwin H Segler, Mohamed Ahmed, Rim Assouel, Yoshua Bengio

arxiv:1811.09766 v1 · 2018-11-24 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FNE2JPRHHK5777L3NY5HKMODNI}

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	2026-05-17T23:59:57.277641Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b49a4be273abbfffd7b6e3a7531c36a0962621c9c1018a0efb61c3c524ff664

Aliases

arxiv: 1811.09766 · arxiv_version: 1811.09766v1 · doi: 10.48550/arxiv.1811.09766 · pith_short_12: FNE2JPRHHK57 · pith_short_16: FNE2JPRHHK5777L3 · pith_short_8: FNE2JPRH

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/FNE2JPRHHK5777L3NY5HKMODNI \
  | 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: 2b49a4be273abbfffd7b6e3a7531c36a0962621c9c1018a0efb61c3c524ff664

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21fb7d96bd0875fe1ed90cf16be3a489b84ed813bf44ba9eafa0e2f4cd5e6ed4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-24T05:23:39Z",
    "title_canon_sha256": "89bed313208042a90405db06bbffddeddd4083de40ff434ab317aa32fa2e8ed1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.09766",
    "kind": "arxiv",
    "version": 1
  }
}