Pith Number

pith:KU2DWVSU

pith:2023:KU2DWVSU65T57RHAT4LOL4BGTI

not attested not anchored not stored refs pending

GFlowNet-EM for learning compositional latent variable models

Alexandros Graikos, Edward J. Hu, Katie Everett, Moksh Jain, Nikolay Malkin, Yoshua Bengio

arxiv:2302.06576 v2 · 2023-02-13 · 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{KU2DWVSU65T57RHAT4LOL4BGTI}

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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	2026-07-05T06:17:04.867523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55343b5654f767dfc4e09f16e5f0269a000475ea0cd053966f12e1e7a87f69cd

Aliases

arxiv: 2302.06576 · arxiv_version: 2302.06576v2 · doi: 10.48550/arxiv.2302.06576 · pith_short_12: KU2DWVSU65T5 · pith_short_16: KU2DWVSU65T57RHA · pith_short_8: KU2DWVSU

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/KU2DWVSU65T57RHAT4LOL4BGTI \
  | 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: 55343b5654f767dfc4e09f16e5f0269a000475ea0cd053966f12e1e7a87f69cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a3af3042b70fc689e982e886e84587078269f1da5c4bf7d111d03b42b857dbc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-13T18:24:21Z",
    "title_canon_sha256": "930401683b2bf84d081e94439b1e700790a11223e7b1fd13c6db834c279199ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.06576",
    "kind": "arxiv",
    "version": 2
  }
}