Pith Number

pith:MHSQ2ZQV

pith:2026:MHSQ2ZQVPRVT4AMMSVG63ABVIK

not attested not anchored not stored refs pending

Toward Manifest Relationality in Transformers via Symmetry Reduction

J. Fran\c{c}ois, L. Ravera

arxiv:2602.18948 v1 · 2026-02-21 · cs.LG · cs.NE · hep-th · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MHSQ2ZQVPRVT4AMMSVG63ABVIK}

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.

Cited by

2 papers in Pith

The Token Is a Group Element: On Lie-Algebra Attention over Matrix Lie Groups

Lecture Notes on Symmetry Reduction via the Dressing Field Method

Receipt and verification

First computed	2026-07-21T02:21:31.757889Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61e50d66157c6b3e018c954ded80354292ce9b1fe050d60a56c0e59fda54a078

Aliases

arxiv: 2602.18948 · arxiv_version: 2602.18948v1 · doi: 10.48550/arxiv.2602.18948 · pith_short_12: MHSQ2ZQVPRVT · pith_short_16: MHSQ2ZQVPRVT4AMM · pith_short_8: MHSQ2ZQV

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/MHSQ2ZQVPRVT4AMMSVG63ABVIK \
  | 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: 61e50d66157c6b3e018c954ded80354292ce9b1fe050d60a56c0e59fda54a078

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a4d36be48c2b5b5c862525adba092da5d1a7c30b3bf7f90895b83848f7f0371",
    "cross_cats_sorted": [
      "cs.NE",
      "hep-th",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-21T19:43:17Z",
    "title_canon_sha256": "6066dc63f1f08f9d82ac9d3bd0f82d13bdee4d22c834be114998541a850f7003"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.18948",
    "kind": "arxiv",
    "version": 1
  }
}