Pith Number

pith:WGGV3M32

pith:2023:WGGV3M32JDAQFLVDUN5OFMJVB3

not attested not anchored not stored refs pending

Core-Periphery Principle Guided Redesign of Self-Attention in Transformers

Dajiang Zhu, David Liu, Haixing Dai, Lin Zhao, Lu Zhang, Tianming Liu, Xiaowei Yu, Yanjun Lyu, Zihao Wu

arxiv:2303.15569 v1 · 2023-03-27 · cs.LG · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WGGV3M32JDAQFLVDUN5OFMJVB3}

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	2026-07-05T05:55:25.246141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b18d5db37a48c102aea3a37ae2b1350ec8446303f130fe5c2dc45c6ae504a1f6

Aliases

arxiv: 2303.15569 · arxiv_version: 2303.15569v1 · doi: 10.48550/arxiv.2303.15569 · pith_short_12: WGGV3M32JDAQ · pith_short_16: WGGV3M32JDAQFLVD · pith_short_8: WGGV3M32

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/WGGV3M32JDAQFLVDUN5OFMJVB3 \
  | 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: b18d5db37a48c102aea3a37ae2b1350ec8446303f130fe5c2dc45c6ae504a1f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55a07d0532cd22584ef70632f9e643327714a34a94161457bca84273c13fd1dc",
    "cross_cats_sorted": [
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-27T19:36:41Z",
    "title_canon_sha256": "5563ba939365b25006938ae945d54268325e6bb86e6d804ceb9e44e00c6f7187"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.15569",
    "kind": "arxiv",
    "version": 1
  }
}