Pith Number

pith:V3U527JS

pith:2023:V3U527JSVEHQLOMR4LIQPSRB6R

not attested not anchored not stored refs pending

Hybrid Focal and Full-Range Attention Based Graph Transformers

Minhong Zhu, Weiran Cai, Zhenhao Zhao

arxiv:2311.04653 v2 · 2023-11-08 · 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{V3U527JSVEHQLOMR4LIQPSRB6R}

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	2026-07-05T09:05:11.608312Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aee9dd7d32a90f05b991e2d107ca21f44b99aee4dbb6e9861819f0d2b895a974

Aliases

arxiv: 2311.04653 · arxiv_version: 2311.04653v2 · doi: 10.48550/arxiv.2311.04653 · pith_short_12: V3U527JSVEHQ · pith_short_16: V3U527JSVEHQLOMR · pith_short_8: V3U527JS

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/V3U527JSVEHQLOMR4LIQPSRB6R \
  | 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: aee9dd7d32a90f05b991e2d107ca21f44b99aee4dbb6e9861819f0d2b895a974

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "517a98cc3d71a581950e068b064fdc0b9e99d9ee2edf711fef3c3408a6ace0c8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-08T12:53:07Z",
    "title_canon_sha256": "e0c9461f9f21a2dfd9fa8f4a17df86f20bd8a683e25485ab6ee8694487be15a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.04653",
    "kind": "arxiv",
    "version": 2
  }
}