Pith Number

pith:EWUFKPWJ

pith:2025:EWUFKPWJE4R43XPKXCHQFOTAK6

not attested not anchored not stored refs pending

M2WLLM: Multi-Modal Multi-Task Ultra-Short-term Wind Power Prediction Algorithm Based on Large Language Model

Dunnan Liua, Hang Fana, Long Chengc, Mingxuan Lib, Yujian Ye, Zuhan Zhanga

arxiv:2506.00531 v1 · 2025-05-31 · 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{EWUFKPWJE4R43XPKXCHQFOTAK6}

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	2026-07-05T11:13:36.590823Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25a8553ec92723cdddeab88f02ba6057a5c2324355e5f890257d83304b1d6b1c

Aliases

arxiv: 2506.00531 · arxiv_version: 2506.00531v1 · doi: 10.48550/arxiv.2506.00531 · pith_short_12: EWUFKPWJE4R4 · pith_short_16: EWUFKPWJE4R43XPK · pith_short_8: EWUFKPWJ

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/EWUFKPWJE4R43XPKXCHQFOTAK6 \
  | 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: 25a8553ec92723cdddeab88f02ba6057a5c2324355e5f890257d83304b1d6b1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "849a8b7159dd033a558ac854f812647fdaa7cfd870620239acc491fb99b8e8c8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-31T12:27:17Z",
    "title_canon_sha256": "6b2f9360c6a3073703141c638fb53e5626a19a2fab732b1c88cb6664c6164fcd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00531",
    "kind": "arxiv",
    "version": 1
  }
}