Pith Number

pith:ZHXF744I

pith:2024:ZHXF744I3RXGIKA57DAGK6DM2U

not attested not anchored not stored refs pending

On Explaining with Attention Matrices

Nicholas Asher, Omar Naim

arxiv:2410.18541 v1 · 2024-10-24 · cs.CL · 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{ZHXF744I3RXGIKA57DAGK6DM2U}

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	2026-07-05T09:25:10.017150Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9ee5ff388dc6e64281df8c065786cd525f96b8ebb1baf1a8ec0fd7060c13cc8

Aliases

arxiv: 2410.18541 · arxiv_version: 2410.18541v1 · doi: 10.48550/arxiv.2410.18541 · pith_short_12: ZHXF744I3RXG · pith_short_16: ZHXF744I3RXGIKA5 · pith_short_8: ZHXF744I

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/ZHXF744I3RXGIKA57DAGK6DM2U \
  | 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: c9ee5ff388dc6e64281df8c065786cd525f96b8ebb1baf1a8ec0fd7060c13cc8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "401d8686622f0be267103c53fde36ffde7bbe2768f73325d3d88b7081677cdd7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-24T08:43:33Z",
    "title_canon_sha256": "494ec9cd1d0fda06f42ffc8a3c4173295c2ed9d95aaeeccb2fb5be01db7172e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18541",
    "kind": "arxiv",
    "version": 1
  }
}