Pith Number

pith:IQ5OJG7K

pith:2023:IQ5OJG7K5YAXH4TE467U5E72AL

not attested not anchored not stored refs pending

Accurate and Definite Mutational Effect Prediction with Lightweight Equivariant Graph Neural Networks

Bingxin Zhou, Kai Yi, Liang Hong, Outongyi Lv, Pan Tan, Xinye Xiong, Yu Guang Wang

arxiv:2304.08299 v1 · 2023-04-13 · q-bio.QM · 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{IQ5OJG7K5YAXH4TE467U5E72AL}

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	2026-07-05T06:01:41.759824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

443ae49beaee0173f264e7bf4e93fa02d20dc6b3d4475cbe447fd18b4f8ed9d0

Aliases

arxiv: 2304.08299 · arxiv_version: 2304.08299v1 · doi: 10.48550/arxiv.2304.08299 · pith_short_12: IQ5OJG7K5YAX · pith_short_16: IQ5OJG7K5YAXH4TE · pith_short_8: IQ5OJG7K

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/IQ5OJG7K5YAXH4TE467U5E72AL \
  | 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: 443ae49beaee0173f264e7bf4e93fa02d20dc6b3d4475cbe447fd18b4f8ed9d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfe2bb7bcbe35fc8b6115e661f024158717a31e863600ebeb4242d2255a76079",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2023-04-13T09:51:49Z",
    "title_canon_sha256": "d63fd139af5909f8633d2f6387172af0efba5fa16c8e742bb08995b8aca94fee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.08299",
    "kind": "arxiv",
    "version": 1
  }
}