Pith Number

pith:2AHM6KCV

pith:2024:2AHM6KCVVP32Z3MXKJVIXQTZQA

not attested not anchored not stored refs pending

ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback

Carl Edwards, Conrad Johnston, Heng Ji, Henry W. Sprueill, Hongbin Liu, Khushbu Agarwal, Mariefel V. Olarte, Sutanay Choudhury, Udishnu Sanyal

arxiv:2402.10980 v5 · 2024-02-15 · physics.chem-ph · cs.AI · cs.CE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2AHM6KCVVP32Z3MXKJVIXQTZQA}

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

3 papers in Pith

General-purpose LLMs as Constrained Crystal Composition Generators

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis

El Agente Quntur: A research collaborator agent for quantum chemistry

Receipt and verification

First computed	2026-07-05T09:45:44.556289Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d00ecf2855abf7aced97526a8bc279800b48281463cdda33d7a4cb2acd9d29b1

Aliases

arxiv: 2402.10980 · arxiv_version: 2402.10980v5 · doi: 10.48550/arxiv.2402.10980 · pith_short_12: 2AHM6KCVVP32 · pith_short_16: 2AHM6KCVVP32Z3MX · pith_short_8: 2AHM6KCV

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/2AHM6KCVVP32Z3MXKJVIXQTZQA \
  | 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: d00ecf2855abf7aced97526a8bc279800b48281463cdda33d7a4cb2acd9d29b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f67fd8111ccdd5370bc111a46c09f0b5790ca0d90231915f21e55b34debad12b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2024-02-15T21:33:07Z",
    "title_canon_sha256": "330ab8c3d30eaf22d80eb26dd19372c1ba58a8f5a8f86b13da1d0d228eb8e982"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10980",
    "kind": "arxiv",
    "version": 5
  }
}