Pith Number

pith:LZZ4OG4I

pith:2023:LZZ4OG4IQSSRKQPUFEKG6M76AS

not attested not anchored not stored refs pending

A Simple and Scalable Representation for Graph Generation

Seul Lee, Sungsoo Ahn, Yunhui Jang

arxiv:2312.02230 v3 · 2023-12-04 · 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{LZZ4OG4IQSSRKQPUFEKG6M76AS}

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.

Cited by

1 paper in Pith

Graph Generative Pre-trained Transformer

Receipt and verification

First computed	2026-07-05T08:49:51.968117Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e73c71b8884a51541f429146f33fe04aa557437a31edd4577cbf13feb202dde

Aliases

arxiv: 2312.02230 · arxiv_version: 2312.02230v3 · doi: 10.48550/arxiv.2312.02230 · pith_short_12: LZZ4OG4IQSSR · pith_short_16: LZZ4OG4IQSSRKQPU · pith_short_8: LZZ4OG4I

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/LZZ4OG4IQSSRKQPUFEKG6M76AS \
  | 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: 5e73c71b8884a51541f429146f33fe04aa557437a31edd4577cbf13feb202dde

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c392d5de0f722670f15d2dd4bef657a251f885877f456cdeb6ef9f726fe60cc0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-04T03:43:26Z",
    "title_canon_sha256": "bc660d42bf92f053aca2e9aa9ed53f0e2e7cd80830e3fd50b15b4223597ce89d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.02230",
    "kind": "arxiv",
    "version": 3
  }
}