Pith Number

pith:BWRREXEP

pith:2025:BWRREXEP3DP2MI77EUA4VKRT3I

not attested not anchored not stored refs pending

Gateformer: Advancing Multivariate Time Series Forecasting through Temporal and Variate-Wise Attention with Gated Representations

Eric K. Oermann, Yu-Hsiang Lan

arxiv:2505.00307 v3 · 2025-05-01 · 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{BWRREXEP3DP2MI77EUA4VKRT3I}

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	2026-07-05T11:31:06.698302Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0da3125c8fd8dfa623ff2501caaa33da2b67473eacd68ccf2b528a7933c8cf86

Aliases

arxiv: 2505.00307 · arxiv_version: 2505.00307v3 · doi: 10.48550/arxiv.2505.00307 · pith_short_12: BWRREXEP3DP2 · pith_short_16: BWRREXEP3DP2MI77 · pith_short_8: BWRREXEP

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/BWRREXEP3DP2MI77EUA4VKRT3I \
  | 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: 0da3125c8fd8dfa623ff2501caaa33da2b67473eacd68ccf2b528a7933c8cf86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7604cf2374dd40dadc58eca0a1ec094294d1cc0571f62cc66a857e254152884d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-01T04:59:05Z",
    "title_canon_sha256": "5e1846c1bd88faa66f837615a34a521366af425759acde99c6ee910994f2ad47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.00307",
    "kind": "arxiv",
    "version": 3
  }
}