Pith Number

pith:TOIXO3ZZ

pith:2025:TOIXO3ZZ4PG6EV3JFZ3NHDYR5Y

not attested not anchored not stored refs pending

XFMNet: Decoding Cross-Site and Nonstationary Water Patterns via Stepwise Multimodal Fusion for Long-Term Water Quality Forecasting

Cheng Bao, Hailiang Zhao, Shuiguang Deng, Wenzhuo Qian, Xueqiang Sun, Yuhao Yang, Ziqi Wang

arxiv:2508.08279 v1 · 2025-08-01 · 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{TOIXO3ZZ4PG6EV3JFZ3NHDYR5Y}

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	2026-07-05T11:52:25.266222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b91776f39e3cde257692e76d38f11ee3431310fe758ff4496c849f5cde5cd2d

Aliases

arxiv: 2508.08279 · arxiv_version: 2508.08279v1 · doi: 10.48550/arxiv.2508.08279 · pith_short_12: TOIXO3ZZ4PG6 · pith_short_16: TOIXO3ZZ4PG6EV3J · pith_short_8: TOIXO3ZZ

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/TOIXO3ZZ4PG6EV3JFZ3NHDYR5Y \
  | 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: 9b91776f39e3cde257692e76d38f11ee3431310fe758ff4496c849f5cde5cd2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "70333756a67e8ac494dd5a1f78c625e9df49ab525a348e3cfb71441c6361e9b5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-01T04:11:36Z",
    "title_canon_sha256": "7d2f40373b3ad1aeae2d5b625584a946f94e0e1eb77ab929d98b0b1a3aa6a33b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08279",
    "kind": "arxiv",
    "version": 1
  }
}