Pith Number

pith:VD6TUNCF

pith:2026:VD6TUNCFVYVN5LBRA7AKMUZQZU

not attested not anchored not stored refs pending

Dirichlet-Guided Group Forecasting for Alleviating Over-smoothing in Time Series Forecasting

Changwen Zheng, JianQi Zhang, Jingyao Wang, Wenwen Qiang, Xingyu Zhang, Xin Yu, Zeen Song

arxiv:2606.10592 v1 · 2026-06-09 · 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{VD6TUNCFVYVN5LBRA7AKMUZQZU}

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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	2026-06-10T01:10:28.430792Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8fd3a3445ae2adeac3107c0a65330cd3fa0acb9a346f907216f408aa2c2ddbb

Aliases

arxiv: 2606.10592 · arxiv_version: 2606.10592v1 · doi: 10.48550/arxiv.2606.10592 · pith_short_12: VD6TUNCFVYVN · pith_short_16: VD6TUNCFVYVN5LBR · pith_short_8: VD6TUNCF

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/VD6TUNCFVYVN5LBRA7AKMUZQZU \
  | 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: a8fd3a3445ae2adeac3107c0a65330cd3fa0acb9a346f907216f408aa2c2ddbb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "958fab1b53b56662db58be41d8dc308472c0ce23dc904d3892949aa6426ff188",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-09T08:56:21Z",
    "title_canon_sha256": "477c958151e63630c3d35a59afaa00691346f81d6f4bc95144cf5b03581d9612"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10592",
    "kind": "arxiv",
    "version": 1
  }
}