Pith Number

pith:U7D4MPYA

pith:2024:U7D4MPYA3CGBMETOLMKGBG3WNO

not attested not anchored not stored refs pending

Beyond Position: the emergence of wavelet-like properties in Transformers

Fabrizio Silvestri, Umberto Nanni, Valeria Ruscio

arxiv:2410.18067 v4 · 2024-10-23 · 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{U7D4MPYA3CGBMETOLMKGBG3WNO}

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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

What are you sinking? A geometric approach on attention sink

Receipt and verification

First computed	2026-07-05T11:16:04.223335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7c7c63f00d88c16126e5b14609b766b85aa58ba6bb9dd8c3af6558ca07d5337

Aliases

arxiv: 2410.18067 · arxiv_version: 2410.18067v4 · doi: 10.48550/arxiv.2410.18067 · pith_short_12: U7D4MPYA3CGB · pith_short_16: U7D4MPYA3CGBMETO · pith_short_8: U7D4MPYA

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/U7D4MPYA3CGBMETOLMKGBG3WNO \
  | 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: a7c7c63f00d88c16126e5b14609b766b85aa58ba6bb9dd8c3af6558ca07d5337

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f5e42a7be3c6599a28951fc6079bb13cf1adb6e25c564f91aff7ef5b68911e0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-23T17:48:28Z",
    "title_canon_sha256": "5b0663262f27e1142e48d36b9522ff242694049450d4a3cd39f4ec9e914bd7c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18067",
    "kind": "arxiv",
    "version": 4
  }
}