Pith Number

pith:WQYOMJB2

pith:2026:WQYOMJB2LTKXLTJ2XPTE4RAIHU

not attested not anchored not stored refs pending

AME-TS: Anchored Mixture-of-Experts for Time Series Forecasting

Hannah R. Marlowe, Huan Song, Ray Razi, Renhao Xue, Rui Wang

arxiv:2605.25166 v1 · 2026-05-24 · 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{WQYOMJB2LTKXLTJ2XPTE4RAIHU}

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	2026-05-26T02:04:21.024415Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b430e6243a5cd575cd3abbe64e44083d1fafb717233b800c359b7c29d5e4a72b

Aliases

arxiv: 2605.25166 · arxiv_version: 2605.25166v1 · doi: 10.48550/arxiv.2605.25166 · pith_short_12: WQYOMJB2LTKX · pith_short_16: WQYOMJB2LTKXLTJ2 · pith_short_8: WQYOMJB2

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/WQYOMJB2LTKXLTJ2XPTE4RAIHU \
  | 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: b430e6243a5cd575cd3abbe64e44083d1fafb717233b800c359b7c29d5e4a72b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eaecf543de36338bbfaf3f0caa392683009ce37d061fe1479bc1e507bac382fa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-24T16:52:48Z",
    "title_canon_sha256": "17fa5de0d41716f50f81125df64b620c649fea07cc4ec48458ed8b63e6d67b04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25166",
    "kind": "arxiv",
    "version": 1
  }
}