Pith Number

pith:N6ID2ZND

pith:2024:N6ID2ZNDFAKH3CBKBYLD2C4TEY

not attested not anchored not stored refs pending

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers

Guansong Pang, Guoguo Ai, Hezhe Qiao, Hui Yan, Yuan Gao

arxiv:2411.17296 v3 · 2024-11-26 · 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{N6ID2ZNDFAKH3CBKBYLD2C4TEY}

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	2026-07-05T11:11:37.385967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f903d65a328147d882a0e163d0b93260405867173cdf8f6e2b29df0c97324f7

Aliases

arxiv: 2411.17296 · arxiv_version: 2411.17296v3 · doi: 10.48550/arxiv.2411.17296 · pith_short_12: N6ID2ZNDFAKH · pith_short_16: N6ID2ZNDFAKH3CBK · pith_short_8: N6ID2ZND

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/N6ID2ZNDFAKH3CBKBYLD2C4TEY \
  | 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: 6f903d65a328147d882a0e163d0b93260405867173cdf8f6e2b29df0c97324f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b306c116145dc782102c3481a7b1d6420d85c181ec9a2d7f1a9a7056ba16e2c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-26T10:38:00Z",
    "title_canon_sha256": "268d84e59fc83d7ac407bcb5424265102722f0d36cca86df722d82a408f15d22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17296",
    "kind": "arxiv",
    "version": 3
  }
}