Pith Number

pith:37J7SWRI

pith:2022:37J7SWRIVUQEUHKDYL5FBEF3XR

not attested not anchored not stored refs pending

PyGFI: Analyzing and Enhancing Robustness of Graph Neural Networks Against Hardware Errors

Daniel Moore, Fred Lin, Ruixuan Wang, Sriram Sankar, Xun Jiao

arxiv:2212.03475 v2 · 2022-12-07 · 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{37J7SWRIVUQEUHKDYL5FBEF3XR}

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	2026-07-05T06:03:45.779167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfd3f95a28ad204a1d43c2fa5090bbbc4a1159abb2e1c8f7ed4af7f5ed4fa4ed

Aliases

arxiv: 2212.03475 · arxiv_version: 2212.03475v2 · doi: 10.48550/arxiv.2212.03475 · pith_short_12: 37J7SWRIVUQE · pith_short_16: 37J7SWRIVUQEUHKD · pith_short_8: 37J7SWRI

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/37J7SWRIVUQEUHKDYL5FBEF3XR \
  | 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: dfd3f95a28ad204a1d43c2fa5090bbbc4a1159abb2e1c8f7ed4af7f5ed4fa4ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "744ecf8ff1a56b034795d68efa592ea836fe6fe102039f5f442c6b929b0d01a6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-07T06:14:14Z",
    "title_canon_sha256": "5fb199cc037555dd6c6d4611b8a77acb41ea7d080ecc9f6de548ad6fe13f44d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.03475",
    "kind": "arxiv",
    "version": 2
  }
}