Pith Number

pith:HYI7EPP5

pith:2021:HYI7EPP5F6A24MQLODCMLZF3MW

not attested not anchored not stored refs pending

Spherical Message Passing for 3D Graph Networks

Bora Oztekin, Limei Wang, Meng Liu, Shuiwang Ji, Xuan Zhang, Yi Liu

arxiv:2102.05013 v5 · 2021-02-09 · 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{HYI7EPP5F6A24MQLODCMLZF3MW}

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

2 papers in Pith

Equivariant Graph Neural Networks Improve Optical Spectra Prediction for Materials Screening

SphUnc: Hyperspherical Uncertainty Decomposition and Causal Identification via Information Geometry

Receipt and verification

First computed	2026-07-05T05:19:10.136740Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e11f23dfd2f81ae320b70c4c5e4bb65946988a290ec598788942202ab209473

Aliases

arxiv: 2102.05013 · arxiv_version: 2102.05013v5 · doi: 10.48550/arxiv.2102.05013 · pith_short_12: HYI7EPP5F6A2 · pith_short_16: HYI7EPP5F6A24MQL · pith_short_8: HYI7EPP5

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/HYI7EPP5F6A24MQLODCMLZF3MW \
  | 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: 3e11f23dfd2f81ae320b70c4c5e4bb65946988a290ec598788942202ab209473

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8e7cfc5a36f6ecb87ac3692765793539b74ab9320daf589f06cbad0e05f2393",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-09T18:31:23Z",
    "title_canon_sha256": "d16e9e20fc0525473ebadea9ada2e3bb8b482fc2499aa74c07a19d548035cb75"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.05013",
    "kind": "arxiv",
    "version": 5
  }
}