Pith Number

pith:QY45N4JF

pith:2024:QY45N4JFHSP6XI3A7HM4OLR6KX

not attested not anchored not stored refs pending

$\spadesuit$ SPADE $\spadesuit$ Split Peak Attention DEcomposition

Abhinav Katoch, Boris Oreshkin, Dmitry Efimov, Kin G. Olivares, Malcolm Wolff, Michael W. Mahoney, Shankar Ramasubramanian, Sitan Yang, Sunny Ruan, Vincent Quenneville-B\'elair, Youxin Zhang

arxiv:2411.05852 v2 · 2024-11-06 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QY45N4JFHSP6XI3A7HM4OLR6KX}

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	2026-07-05T10:03:28.610434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8639d6f1253c9feba360f9d9c72e3e55de9306bfc8009da847fb167715a72824

Aliases

arxiv: 2411.05852 · arxiv_version: 2411.05852v2 · doi: 10.48550/arxiv.2411.05852 · pith_short_12: QY45N4JFHSP6 · pith_short_16: QY45N4JFHSP6XI3A · pith_short_8: QY45N4JF

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/QY45N4JFHSP6XI3A7HM4OLR6KX \
  | 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: 8639d6f1253c9feba360f9d9c72e3e55de9306bfc8009da847fb167715a72824

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4400e26272a52097759cf24f7956573e818d532dce87fbeb3b2dd01dc85d6229",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-06T22:00:07Z",
    "title_canon_sha256": "2f9d3c60b1b803a186e3f4544c8839e039dd405fa112f8cec1734eee78285324"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05852",
    "kind": "arxiv",
    "version": 2
  }
}