Pith Number

pith:FVLYPYU5

pith:2025:FVLYPYU56DV4UFYJFTFEG2ZFJR

not attested not anchored not stored refs pending

KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecasting

Gaoxiang Duan, Hang Ye, Haoran Zeng, Lingxue Meng, Xiaoying Zheng, Yangxin Zhu, Yongxin Zhu

arxiv:2506.08939 v1 · 2025-06-10 · 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{FVLYPYU56DV4UFYJFTFEG2ZFJR}

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	2026-07-05T11:19:15.479718Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d5787e29df0ebca17092cca436b254c7df2115f66675535e24f26dcec745770

Aliases

arxiv: 2506.08939 · arxiv_version: 2506.08939v1 · doi: 10.48550/arxiv.2506.08939 · pith_short_12: FVLYPYU56DV4 · pith_short_16: FVLYPYU56DV4UFYJ · pith_short_8: FVLYPYU5

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/FVLYPYU56DV4UFYJFTFEG2ZFJR \
  | 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: 2d5787e29df0ebca17092cca436b254c7df2115f66675535e24f26dcec745770

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd34a818fb340f5534026053d0cb782f55f07da4dd3ec7320d776eff68449cc5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-10T16:03:33Z",
    "title_canon_sha256": "f8ea1bc3180ab33c6c0ad204bc5cfdc745c6355f106d0725944db73a1a6c38f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08939",
    "kind": "arxiv",
    "version": 1
  }
}