Pith Number

pith:ND6BPA47

pith:2025:ND6BPA47HU4G6SB27IADJMTP6U

not attested not anchored not stored refs pending

Ralts: Robust Aggregation for Enhancing Graph Neural Network Resilience on Bit-flip Errors

Nan Wu, Wencheng Zou

arxiv:2507.18804 v1 · 2025-07-24 · 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{ND6BPA47HU4G6SB27IADJMTP6U}

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	2026-07-05T11:42:58.601780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68fc17839f3d386f483afa0034b26ff50242a2745b317e3e6aa1fbc1b683c29b

Aliases

arxiv: 2507.18804 · arxiv_version: 2507.18804v1 · doi: 10.48550/arxiv.2507.18804 · pith_short_12: ND6BPA47HU4G · pith_short_16: ND6BPA47HU4G6SB2 · pith_short_8: ND6BPA47

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/ND6BPA47HU4G6SB27IADJMTP6U \
  | 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: 68fc17839f3d386f483afa0034b26ff50242a2745b317e3e6aa1fbc1b683c29b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63b301b652c64eefcaf97423140f3f198a0fb5690d04f46984811602dff738e2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-24T21:03:44Z",
    "title_canon_sha256": "92cba8bd4bedc8aec3b45646c1a05cded3f3d13874ccbe4489a37e915f22ee6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.18804",
    "kind": "arxiv",
    "version": 1
  }
}