Pith Number

pith:KKL3STDM

pith:2025:KKL3STDMJMDSNULIQZVB6EVMTO

not attested not anchored not stored refs pending

GateTS: Versatile and Efficient Forecasting via Attention-Inspired routed Mixture-of-Experts

Ivan Izonin, Kyrylo Yemets, Mykola Lukashchuk

arxiv:2508.17515 v1 · 2025-08-24 · 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{KKL3STDMJMDSNULIQZVB6EVMTO}

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.

Cited by

1 paper in Pith

FAME: Forecastability-Aware Mixture of Experts for Heterogeneous Time Series Forecasting

Receipt and verification

First computed	2026-07-05T11:58:42.685552Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5297b94c6c4b0726d168866a1f12ac9bb07be56f1ca97635b549818736afc259

Aliases

arxiv: 2508.17515 · arxiv_version: 2508.17515v1 · doi: 10.48550/arxiv.2508.17515 · pith_short_12: KKL3STDMJMDS · pith_short_16: KKL3STDMJMDSNULI · pith_short_8: KKL3STDM

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/KKL3STDMJMDSNULIQZVB6EVMTO \
  | 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: 5297b94c6c4b0726d168866a1f12ac9bb07be56f1ca97635b549818736afc259

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d1a86432cf9f610df79dbde93be530a37df662ad93ed22adb4c90a61c932a04",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-24T20:39:50Z",
    "title_canon_sha256": "fa42c19ef9a9182ec7bb5b3501af18b133be2dcfdd1e97d6ee70e3bb01a8881d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.17515",
    "kind": "arxiv",
    "version": 1
  }
}