Pith Number

pith:IZA2GFZ4

pith:2022:IZA2GFZ4HDLCNDR7ZGIU4FCY4B

not attested not anchored not stored refs pending

Gransformer: Transformer-based Graph Generation

Ahmad Khajenezhad, Hamid Beigy, Mahmood Karimian, Seyed Ali Osia

arxiv:2203.13655 v3 · 2022-03-25 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IZA2GFZ4HDLCNDR7ZGIU4FCY4B}

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

VASP Plugins: Linking the Vienna ab-initio Simulation Package with Python

Receipt and verification

First computed	2026-07-05T08:25:26.413489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4641a3173c38d6268e3fc9914e1458e040d0cf9728f39da27256157357ca4fe0

Aliases

arxiv: 2203.13655 · arxiv_version: 2203.13655v3 · doi: 10.48550/arxiv.2203.13655 · pith_short_12: IZA2GFZ4HDLC · pith_short_16: IZA2GFZ4HDLCNDR7 · pith_short_8: IZA2GFZ4

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/IZA2GFZ4HDLCNDR7ZGIU4FCY4B \
  | 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: 4641a3173c38d6268e3fc9914e1458e040d0cf9728f39da27256157357ca4fe0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93a4d5dce912e13dfbaca42773873dce7961927ab35c7225b22b4c7b367377dc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-25T14:05:12Z",
    "title_canon_sha256": "80b22dcc0c2a21ee88a85f537ffb2a151433197b3b496f00c6678f8b0b86f46d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.13655",
    "kind": "arxiv",
    "version": 3
  }
}