Pith Number

pith:NIOPU7AC

pith:2022:NIOPU7ACPFTGHV3F2KY75FWWZW

not attested not anchored not stored refs pending

GOOD: A Graph Out-of-Distribution Benchmark

Limei Wang, Shuiwang Ji, Shurui Gui, Xiner Li

arxiv:2206.08452 v2 · 2022-06-16 · 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{NIOPU7ACPFTGHV3F2KY75FWWZW}

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

Physics-Aware Auxiliary Losses Improve Out-of-Distribution Generalization of a GNN Synthesizability Filter

Adversarial Label Invariant Graph Data Augmentations for Out-of-Distribution Generalization

Receipt and verification

First computed	2026-07-05T05:01:02.157865Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a1cfa7c02796663d765d2b1fe96d6cdaf6cf2d93f7fa11c97be666c8a86878d

Aliases

arxiv: 2206.08452 · arxiv_version: 2206.08452v2 · doi: 10.48550/arxiv.2206.08452 · pith_short_12: NIOPU7ACPFTG · pith_short_16: NIOPU7ACPFTGHV3F · pith_short_8: NIOPU7AC

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/NIOPU7ACPFTGHV3F2KY75FWWZW \
  | 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: 6a1cfa7c02796663d765d2b1fe96d6cdaf6cf2d93f7fa11c97be666c8a86878d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "894ce63f190721d05c259e15a8838651fbe20cf2e6bbe921fd3bff6bd5c6d4c5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-16T21:16:55Z",
    "title_canon_sha256": "ed2abe46b6e5cd4b488674ca13681900837ca78608bcb0406d9ef6509400dc7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.08452",
    "kind": "arxiv",
    "version": 2
  }
}