Pith Number

pith:73QFS7WL

pith:2026:73QFS7WLIE4GRSDTPLYVAA6PU7

not attested not anchored not stored refs pending

Influence-Guided Symbolic Regression: Scientific Discovery via LLM-Driven Equation Search with Granular Feedback

David L. Bentley, Evgeny S. Saveliev, Jim Weatherall, Mihaela van der Schaar, Nabeel Seedat, Samuel Holt

arxiv:2605.29184 v1 · 2026-05-27 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{73QFS7WLIE4GRSDTPLYVAA6PU7}

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	2026-05-29T01:05:23.217635Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fee0597ecb413868c8737af15003cfa7d4716fdf199d87c558c1f44717ed9ec0

Aliases

arxiv: 2605.29184 · arxiv_version: 2605.29184v1 · doi: 10.48550/arxiv.2605.29184 · pith_short_12: 73QFS7WLIE4G · pith_short_16: 73QFS7WLIE4GRSDT · pith_short_8: 73QFS7WL

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/73QFS7WLIE4GRSDTPLYVAA6PU7 \
  | 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: fee0597ecb413868c8737af15003cfa7d4716fdf199d87c558c1f44717ed9ec0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6d3e87e615dac15aa6c732d7abf9382b2d01ed8894765fdcafb3060bd47da33",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-27T23:48:01Z",
    "title_canon_sha256": "3249178d3ab740bf86d09fb357da893c33cf58f54c95ad1e7ec70193e1f45782"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.29184",
    "kind": "arxiv",
    "version": 1
  }
}