Pith Number

pith:YTUT36KB

pith:2025:YTUT36KBPZ32WKIXH2H2R4GURE

not attested not anchored not stored refs pending

WATS: Calibrating Graph Neural Networks with Wavelet-Aware Temperature Scaling

Chang Xu, Haohui Lu, Junbin Gao, Linwei Tao, Minjing Dong, Xiaoyang Li

arxiv:2506.23782 v2 · 2025-06-30 · 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{YTUT36KBPZ32WKIXH2H2R4GURE}

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	2026-07-05T11:33:25.611357Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4e93df9417e77ab29173e8fa8f0d4891d4c7220c32c0315254f010021c7297f

Aliases

arxiv: 2506.23782 · arxiv_version: 2506.23782v2 · doi: 10.48550/arxiv.2506.23782 · pith_short_12: YTUT36KBPZ32 · pith_short_16: YTUT36KBPZ32WKIX · pith_short_8: YTUT36KB

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/YTUT36KBPZ32WKIXH2H2R4GURE \
  | 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: c4e93df9417e77ab29173e8fa8f0d4891d4c7220c32c0315254f010021c7297f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8fe441e9ed74362e3dcc2d0fac73c0bf65d2ebec59eee1c62b6421a119e859b5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-30T12:23:57Z",
    "title_canon_sha256": "b09a29ff44cc429abbb431f646eb578a800290090d3bf4099c854c8fc52a98cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23782",
    "kind": "arxiv",
    "version": 2
  }
}