Pith Number

pith:KWPJGK4J

pith:2025:KWPJGK4JIJ7W57MLUYQVROQNHE

not attested not anchored not stored refs pending

Geometric Generality of Transformer-Based Gr\"obner Basis Computation

Tristan Vaccon, Yota Maeda, Yuta Kambe

arxiv:2504.12465 v1 · 2025-04-16 · cs.LG · cs.SC · math.AG · 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{KWPJGK4JIJ7W57MLUYQVROQNHE}

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	2026-07-05T10:50:16.802206Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

559e932b89427f6efd8ba62158ba0d39354a49cfb0d491c2ce140dc3c9768f41

Aliases

arxiv: 2504.12465 · arxiv_version: 2504.12465v1 · doi: 10.48550/arxiv.2504.12465 · pith_short_12: KWPJGK4JIJ7W · pith_short_16: KWPJGK4JIJ7W57ML · pith_short_8: KWPJGK4J

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/KWPJGK4JIJ7W57MLUYQVROQNHE \
  | 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: 559e932b89427f6efd8ba62158ba0d39354a49cfb0d491c2ce140dc3c9768f41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56f9e33dc9a033ad693cd861fa5b136edff0ac2e265f393b8160a5a20fd65f3e",
    "cross_cats_sorted": [
      "cs.SC",
      "math.AG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-16T20:01:00Z",
    "title_canon_sha256": "99b04e7e4977786494a14a66a559a53e444782f4b949c5fabc41d54a203bc90c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.12465",
    "kind": "arxiv",
    "version": 1
  }
}