Pith Number

pith:CTG4ZU5C

pith:2019:CTG4ZU5CLV6BEBV2LRE4X4H3KY

not attested not anchored not stored refs pending

Graph Normalizing Flows

Aviral Kumar, Jamie Kiros, Jenny Liu, Jimmy Ba, Kevin Swersky

arxiv:1905.13177 v1 · 2019-05-30 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CTG4ZU5CLV6BEBV2LRE4X4H3KY}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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.

Cited by

2 papers in Pith

Discrete Bayesian Sample Inference for Graph Generation

Equivariant Efficient Joint Discrete and Continuous MeanFlow for Molecular Graph Generation

Receipt and verification

First computed	2026-05-17T23:44:38.740694Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14cdccd3a25d7c1206ba5c49cbf0fb5620a141ddfdf0a626cb21385ad5144ce0

Aliases

arxiv: 1905.13177 · arxiv_version: 1905.13177v1 · doi: 10.48550/arxiv.1905.13177 · pith_short_12: CTG4ZU5CLV6B · pith_short_16: CTG4ZU5CLV6BEBV2 · pith_short_8: CTG4ZU5C

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/CTG4ZU5CLV6BEBV2LRE4X4H3KY \
  | 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: 14cdccd3a25d7c1206ba5c49cbf0fb5620a141ddfdf0a626cb21385ad5144ce0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a73acacebf83f7387793ecbf9cd4b240fb51b058f15959d3e92bdb05bb293d6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-30T17:03:41Z",
    "title_canon_sha256": "b02c098cfb72c39d8aff0c32eaa2c8f02037d8e5d9ffd66c7a60de60510f33fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.13177",
    "kind": "arxiv",
    "version": 1
  }
}