Pith Number

pith:G5TI4XH2

pith:2021:G5TI4XH2WM6OCQ6OXVFLERFRNS

not attested not anchored not stored refs pending

Reliable Graph Neural Networks for Drug Discovery Under Distributional Shift

Balaji Lakshminarayanan, Jeremiah Liu, Kehang Han

arxiv:2111.12951 v1 · 2021-11-25 · 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{G5TI4XH2WM6OCQ6OXVFLERFRNS}

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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

Self-Supervised Learning for Graph-Structured Data in Healthcare Applications: A Comprehensive Review

Receipt and verification

First computed	2026-07-05T03:35:15.152677Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37668e5cfab33ce143cebd4ab244b16c82305b892405cd6b224751e5e9fae9ca

Aliases

arxiv: 2111.12951 · arxiv_version: 2111.12951v1 · doi: 10.48550/arxiv.2111.12951 · pith_short_12: G5TI4XH2WM6O · pith_short_16: G5TI4XH2WM6OCQ6O · pith_short_8: G5TI4XH2

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/G5TI4XH2WM6OCQ6OXVFLERFRNS \
  | 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: 37668e5cfab33ce143cebd4ab244b16c82305b892405cd6b224751e5e9fae9ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c9a84f6a4d12bd25411b9acd337dabb9873715d5f5c5a403c278e9d84ea0182",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-25T07:18:26Z",
    "title_canon_sha256": "c893c31452bc727739f6c4569ed6559a49463d3380f6b5854ac03509717ef2a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.12951",
    "kind": "arxiv",
    "version": 1
  }
}