Pith Number

pith:OEO52C5Z

pith:2025:OEO52C5ZYYWHT7OIIRZDEA3B53

not attested not anchored not stored refs pending

Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold Networks

Fabian Ruehle, James Halverson, Kit Fraser-Taliente, Thomas R. Harvey

arxiv:2505.07956 v1 · 2025-05-12 · cs.LG · cs.NE · 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{OEO52C5ZYYWHT7OIIRZDEA3B53}

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	2026-07-05T11:05:24.833685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

711ddd0bb9c62c79fdc84472320361eef4e082af023bffdeee55d0bf74210d61

Aliases

arxiv: 2505.07956 · arxiv_version: 2505.07956v1 · doi: 10.48550/arxiv.2505.07956 · pith_short_12: OEO52C5ZYYWH · pith_short_16: OEO52C5ZYYWHT7OI · pith_short_8: OEO52C5Z

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/OEO52C5ZYYWHT7OIIRZDEA3B53 \
  | 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: 711ddd0bb9c62c79fdc84472320361eef4e082af023bffdeee55d0bf74210d61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2097451fa4fa3572f72a320a19f50ac0c439d3d0e0eac2c1cfaf8a366e81d47",
    "cross_cats_sorted": [
      "cs.NE",
      "cs.SC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-12T18:00:41Z",
    "title_canon_sha256": "4805947eccb7d5fee2b5ac1bc1470164dd43e734b17facd7d785939f95eb898b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07956",
    "kind": "arxiv",
    "version": 1
  }
}