Pith Number

pith:SVXMVMRL

pith:2025:SVXMVMRL6B7A3VPVP54EAFVRKV

not attested not anchored not stored refs pending

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering

Jinliang Deng, Lulu Zhang, Yiming Niu, Yongxin Tong, Zimu Zhou

arxiv:2505.05738 v2 · 2025-05-09 · 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{SVXMVMRL6B7A3VPVP54EAFVRKV}

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	2026-07-05T11:09:12.842795Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

956ecab22bf07e0dd5f57f784016b15574db46632391ce1afad1c2076ecbd366

Aliases

arxiv: 2505.05738 · arxiv_version: 2505.05738v2 · doi: 10.48550/arxiv.2505.05738 · pith_short_12: SVXMVMRL6B7A · pith_short_16: SVXMVMRL6B7A3VPV · pith_short_8: SVXMVMRL

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/SVXMVMRL6B7A3VPVP54EAFVRKV \
  | 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: 956ecab22bf07e0dd5f57f784016b15574db46632391ce1afad1c2076ecbd366

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb60d74d6cec5b4fb6a17ebc1edc65626861f5534ef3bbde9f847751617c2b27",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-09T02:34:06Z",
    "title_canon_sha256": "a7730d2cbecb84a82ea6f29ff863a703ff8f6c906ff72bac25e4d8cf2b822959"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.05738",
    "kind": "arxiv",
    "version": 2
  }
}