Pith Number

pith:DEKN62DU

pith:2025:DEKN62DU7CW475LEIZGT6HK5Z7

not attested not anchored not stored refs pending

Finding Clustering Algorithms in the Transformer Architecture

Charlotte Park, Kenneth L. Clarkson, Lior Horesh, Parikshit Ram, Takuya Ito

arxiv:2506.19125 v1 · 2025-06-23 · 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{DEKN62DU7CW475LEIZGT6HK5Z7}

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.

Cited by

1 paper in Pith

Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs

Receipt and verification

First computed	2026-07-05T11:26:09.697931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1914df6874f8adcff564464d3f1d5dcff27fb1d6fb654b845ea151043e47b54b

Aliases

arxiv: 2506.19125 · arxiv_version: 2506.19125v1 · doi: 10.48550/arxiv.2506.19125 · pith_short_12: DEKN62DU7CW4 · pith_short_16: DEKN62DU7CW475LE · pith_short_8: DEKN62DU

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/DEKN62DU7CW475LEIZGT6HK5Z7 \
  | 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: 1914df6874f8adcff564464d3f1d5dcff27fb1d6fb654b845ea151043e47b54b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3a4b2e1b8fe1b49a5feb16f918e6884071e9eaefc03f6694069cfececf20ead",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-23T20:52:01Z",
    "title_canon_sha256": "1e98dcecc0a278f872bdafb6aed04c3cfb2137b72a8f4c41e0ab0ef05b98e888"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.19125",
    "kind": "arxiv",
    "version": 1
  }
}