Pith Number

pith:5NE2ASQF

pith:2025:5NE2ASQFNL2GAIUYY6TPPDZZHM

not attested not anchored not stored refs pending

Scaling Attention to Very Long Sequences in Linear Time with Wavelet-Enhanced Random Spectral Attention (WERSA)

Vincenzo Dentamaro

arxiv:2507.08637 v1 · 2025-07-11 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5NE2ASQFNL2GAIUYY6TPPDZZHM}

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	2026-07-05T11:35:43.736796Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb49a04a056af4602298c7a6f78f393b2eda74dc878bdb5d16fd86ee8167a972

Aliases

arxiv: 2507.08637 · arxiv_version: 2507.08637v1 · doi: 10.48550/arxiv.2507.08637 · pith_short_12: 5NE2ASQFNL2G · pith_short_16: 5NE2ASQFNL2GAIUY · pith_short_8: 5NE2ASQF

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/5NE2ASQFNL2GAIUYY6TPPDZZHM \
  | 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: eb49a04a056af4602298c7a6f78f393b2eda74dc878bdb5d16fd86ee8167a972

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a56cb2b1f0dce1cc46d803ec908613e5ddc2a3fa00e7e969d47fc9a5ad484c17",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-11T14:40:40Z",
    "title_canon_sha256": "a939d16910e6305f3a5d23f1374bbd68edc007dc10033d9b1739e1436bed1063"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08637",
    "kind": "arxiv",
    "version": 1
  }
}