Pith Number

pith:5REYJ5XF

pith:2026:5REYJ5XF53DJQXU4R7BPT7FN7P

not attested not anchored not stored refs pending

Variational-Ising-Attention (VIA):TailoredAttentionMattersfor Science

Rui Wang

arxiv:2607.23634 v1 · 2026-07-26 · cs.LG · cs.AI · physics.chem-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5REYJ5XF53DJQXU4R7BPT7FN7P}

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	2026-07-28T01:23:02.892021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec4984f6e5eec6985e9c8fc2f9fcadfbd25a0ed90b3890fab1b97f85b922e244

Aliases

arxiv: 2607.23634 · arxiv_version: 2607.23634v1 · doi: 10.48550/arxiv.2607.23634 · pith_short_12: 5REYJ5XF53DJ · pith_short_16: 5REYJ5XF53DJQXU4 · pith_short_8: 5REYJ5XF

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/5REYJ5XF53DJQXU4R7BPT7FN7P \
  | 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: ec4984f6e5eec6985e9c8fc2f9fcadfbd25a0ed90b3890fab1b97f85b922e244

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bb025d4d681d94c36ff55f038b28e202c35335a7fdefc993bdfc0df7c4756b99",
    "cross_cats_sorted": [
      "cs.AI",
      "physics.chem-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-26T12:44:36Z",
    "title_canon_sha256": "aa7ed1c148725d01d2e60c43ea65a41117d5938251dcd16679c94f8828b63ba0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.23634",
    "kind": "arxiv",
    "version": 1
  }
}