Pith Number

pith:KCDU4AY4

pith:2022:KCDU4AY4XQVBTNH5ZCGCL3NDQ7

not attested not anchored not stored refs pending

WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series

Guillaume Dumas, Irina Rish, Jean-Christophe Gagnon-Audet, Kartik Ahuja, Mohammad-Javad Darvishi-Bayazi, Pooneh Mousavi

arxiv:2203.09978 v2 · 2022-03-18 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KCDU4AY4XQVBTNH5ZCGCL3NDQ7}

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

OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

Receipt and verification

First computed	2026-07-05T05:58:38.099614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50874e031cbc2a19b4fdc88c25eda387ca8167f2b6e3ccd91ee715750cbdc378

Aliases

arxiv: 2203.09978 · arxiv_version: 2203.09978v2 · doi: 10.48550/arxiv.2203.09978 · pith_short_12: KCDU4AY4XQVB · pith_short_16: KCDU4AY4XQVBTNH5 · pith_short_8: KCDU4AY4

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/KCDU4AY4XQVBTNH5ZCGCL3NDQ7 \
  | 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: 50874e031cbc2a19b4fdc88c25eda387ca8167f2b6e3ccd91ee715750cbdc378

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14fdcc0ef5fea0d3bb383a6b1d05a31cef2c8f55969cca885de15f19fb08eef1",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-18T14:12:54Z",
    "title_canon_sha256": "25e64c6938d58292539cab123b6fc0c5473d501e53abaf41bfaa224740dc40b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.09978",
    "kind": "arxiv",
    "version": 2
  }
}