Pith Number

pith:TTCFSBWB

pith:2025:TTCFSBWBFDCVHISMVBRNJL66RU

not attested not anchored not stored refs pending

Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms

Hiroshi Kera, Max Zimmer, Nico Pelleriti, Sebastian Pokutta, Yuki Ishihara

arxiv:2505.23696 v1 · 2025-05-29 · cs.LG · cs.SC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TTCFSBWBFDCVHISMVBRNJL66RU}

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	2026-07-05T11:12:12.804866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cc45906c128c553a24ca862d4afde8d2e821270875cc4afbf556e56de0bbf71

Aliases

arxiv: 2505.23696 · arxiv_version: 2505.23696v1 · doi: 10.48550/arxiv.2505.23696 · pith_short_12: TTCFSBWBFDCV · pith_short_16: TTCFSBWBFDCVHISM · pith_short_8: TTCFSBWB

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/TTCFSBWBFDCVHISMVBRNJL66RU \
  | 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: 9cc45906c128c553a24ca862d4afde8d2e821270875cc4afbf556e56de0bbf71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a8a2664fd97f7ed2d1acc9c22425932ce616fb76737611845164c2c57385d7e",
    "cross_cats_sorted": [
      "cs.SC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T17:35:25Z",
    "title_canon_sha256": "7a932952244f9af55c6b79108d42ec49234e2f276cb3f6760d5f4e242d1b0ce0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23696",
    "kind": "arxiv",
    "version": 1
  }
}