Pith Number

pith:4YXKZH4Q

pith:2025:4YXKZH4QH45X22W77ZSJXHAMYI

not attested not anchored not stored refs pending

Towards Lightweight Time Series Forecasting: a Patch-wise Transformer with Weak Data Enriching

Bin Yang, Bo Yang, Hui Li, Jiangtao Cui, Jintao Yang, Meng Wang, Tongxin Gong

arxiv:2501.10448 v1 · 2025-01-14 · 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{4YXKZH4QH45X22W77ZSJXHAMYI}

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	2026-07-05T10:02:28.088656Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e62eac9f903f3b7d6adffe649b9c0cc222e778863d92fa4c62b0e04a07ca3b1d

Aliases

arxiv: 2501.10448 · arxiv_version: 2501.10448v1 · doi: 10.48550/arxiv.2501.10448 · pith_short_12: 4YXKZH4QH45X · pith_short_16: 4YXKZH4QH45X22W7 · pith_short_8: 4YXKZH4Q

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/4YXKZH4QH45X22W77ZSJXHAMYI \
  | 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: e62eac9f903f3b7d6adffe649b9c0cc222e778863d92fa4c62b0e04a07ca3b1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eea579174878ff9bcc85e3f76c90b733de5764ed89443e513e08274a463a26ed",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-14T13:35:03Z",
    "title_canon_sha256": "6597fab4287a5517eb95f1080a0c0b57f405d84e7d744e5a79718a45f80f3dbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10448",
    "kind": "arxiv",
    "version": 1
  }
}