Pith Number

pith:2TNFWFK3

pith:2025:2TNFWFK3B5OULKHVVPHJTZG7NM

not attested not anchored not stored refs pending

SaGIF: Improving Individual Fairness in Graph Neural Networks via Similarity Encoding

Huizhe Zhang, Jintang Li, Liang Chen, Yuchang Zhu, Zibin Zheng

arxiv:2506.18696 v1 · 2025-06-23 · 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{2TNFWFK3B5OULKHVVPHJTZG7NM}

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	2026-07-05T11:25:54.229348Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4da5b155b0f5d45a8f5abce99e4df6b1b249cb3bc0c3acb97c108d232370354

Aliases

arxiv: 2506.18696 · arxiv_version: 2506.18696v1 · doi: 10.48550/arxiv.2506.18696 · pith_short_12: 2TNFWFK3B5OU · pith_short_16: 2TNFWFK3B5OULKHV · pith_short_8: 2TNFWFK3

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/2TNFWFK3B5OULKHVVPHJTZG7NM \
  | 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: d4da5b155b0f5d45a8f5abce99e4df6b1b249cb3bc0c3acb97c108d232370354

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9679b36c1f8f924375f21854c051cea196c6d6440b58fd3b024026db2600af0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-23T14:34:26Z",
    "title_canon_sha256": "cf00c19540d2669f2ee79aea51e65abcfcdffd6fcd7eff262daa9fbdd484cd67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18696",
    "kind": "arxiv",
    "version": 1
  }
}