Pith Number

pith:3424TOHE

pith:2023:3424TOHEHFEMS4QFHMYLILF5OS

not attested not anchored not stored refs pending

OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling

Liang Sun, Liang Wang, Qingsong Wen, Rong Jin, Tieniu Tan, Weiqi Chen, Xue Wang, Yi-Fan Zhang, Zhang Zhang

arxiv:2309.12659 v1 · 2023-09-22 · cs.LG · cs.DS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3424TOHEHFEMS4QFHMYLILF5OS}

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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	2026-07-05T06:53:15.829724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df35c9b8e43948c972053b30b42cbd74afecfd535c80c9b27962fabc9b212408

Aliases

arxiv: 2309.12659 · arxiv_version: 2309.12659v1 · doi: 10.48550/arxiv.2309.12659 · pith_short_12: 3424TOHEHFEM · pith_short_16: 3424TOHEHFEMS4QF · pith_short_8: 3424TOHE

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/3424TOHEHFEMS4QFHMYLILF5OS \
  | 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: df35c9b8e43948c972053b30b42cbd74afecfd535c80c9b27962fabc9b212408

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f207ce7dc75b00a9abe3d8fe7d6c82a7c2e7440ea2cc4bcba3059f1e243854e",
    "cross_cats_sorted": [
      "cs.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-22T06:59:14Z",
    "title_canon_sha256": "0eff2f81993f736d1b42e0342830739b4a4efeb9c2397fa8fa8ce9cf7db613fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.12659",
    "kind": "arxiv",
    "version": 1
  }
}