Pith Number

pith:HLEN25SL

pith:2025:HLEN25SLG3SA6T54K57ZKEZYNT

not attested not anchored not stored refs pending

LLM-Feynman: Leveraging Large Language Models for Universal Scientific Formula and Theory Discovery

Chongyi Ling, Chunjin Ren, Jinlan Wang, Minggang Ju, Qionghua Zhou, Zhilong Song

arxiv:2503.06512 v2 · 2025-03-09 · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HLEN25SLG3SA6T54K57ZKEZYNT}

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

5 papers in Pith

Reasoning4Sciences: Bridging Reasoning Language Models to All Scientific Branches

From Data to Theory: Autonomous Large Language Model Agents for Materials Science

Towards Verifiable and Self-Correcting AI Physicists for Quantum Many-Body Simulations

AlphaEvolve: A coding agent for scientific and algorithmic discovery

Receipt and verification

First computed	2026-07-05T11:43:10.337453Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ac8dd764b36e40f4fbc577f9513386cfac2084d793c757c2cd944b92c860640

Aliases

arxiv: 2503.06512 · arxiv_version: 2503.06512v2 · doi: 10.48550/arxiv.2503.06512 · pith_short_12: HLEN25SLG3SA · pith_short_16: HLEN25SLG3SA6T54 · pith_short_8: HLEN25SL

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/HLEN25SLG3SA6T54K57ZKEZYNT \
  | 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: 3ac8dd764b36e40f4fbc577f9513386cfac2084d793c757c2cd944b92c860640

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a24ca7f13117912cb79182c5be3dac7bc541076fbb1f8f3df36795e17fa203d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2025-03-09T08:34:51Z",
    "title_canon_sha256": "5efef0717740f1b2bd0834bf65aa48a9f94e093613a2562f9d0df980907da17b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06512",
    "kind": "arxiv",
    "version": 2
  }
}