Pith Number

pith:ZU33BWUT

pith:2025:ZU33BWUTN6YFWH2Z23WITXZXOH

not attested not anchored not stored refs pending

Evaluating Loss Functions for Graph Neural Networks: Towards Pretraining and Generalization

Alireza Abbasi, Dong Shi, Khushnood Abbas, Niu Ling, Ruizhe Hou, Satyaki Nan, Zhou Wengang

arxiv:2506.14114 v1 · 2025-06-17 · 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{ZU33BWUTN6YFWH2Z23WITXZXOH}

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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.

Receipt and verification

First computed	2026-07-05T11:22:49.349645Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd37b0da936fb05b1f59d6ec89df3771c4ed9a84e7d4aa9a1dceac5395d07aa6

Aliases

arxiv: 2506.14114 · arxiv_version: 2506.14114v1 · doi: 10.48550/arxiv.2506.14114 · pith_short_12: ZU33BWUTN6YF · pith_short_16: ZU33BWUTN6YFWH2Z · pith_short_8: ZU33BWUT

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/ZU33BWUTN6YFWH2Z23WITXZXOH \
  | 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: cd37b0da936fb05b1f59d6ec89df3771c4ed9a84e7d4aa9a1dceac5395d07aa6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb8e8c9536121ba9e7e698c497898fb542f50766ae1e9feb7254058e102ac00b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-17T02:12:19Z",
    "title_canon_sha256": "4ce801106a8ac88fc797f127ec0bde02b42108fee6fbad52a55f2d7c533c434b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14114",
    "kind": "arxiv",
    "version": 1
  }
}