Pith Number

pith:XQCEFJZQ

pith:2025:XQCEFJZQG46AB2VJDKO4DNPF4L

not attested not anchored not stored refs pending

CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation

Bhavana Dalvi Mishra, Bodhisattwa Prasad Majumder, Daniel S. Weld, Marissa Radensky, Oyvind Tafjord, Pao Siangliulue, Peter Clark, Peter Jansen, Tom Hope

arxiv:2503.22708 v1 · 2025-03-20 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XQCEFJZQG46AB2VJDKO4DNPF4L}

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

6 papers in Pith

EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery

Human-LLM Compound System for Scientific Ideation through Facet Recombination and Novelty Evaluation

ArtifactLinker: Linking Scientific Artifacts for Automatic State-of-the-Art Discovery

RExBench: Can coding agents autonomously implement AI research extensions?

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator

Receipt and verification

First computed	2026-07-05T11:30:42.875542Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc0442a730373c00eaa91a9dc1b5e5e2e1f2fd8024fb36a03ff57aa226b00c7a

Aliases

arxiv: 2503.22708 · arxiv_version: 2503.22708v1 · doi: 10.48550/arxiv.2503.22708 · pith_short_12: XQCEFJZQG46A · pith_short_16: XQCEFJZQG46AB2VJ · pith_short_8: XQCEFJZQ

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/XQCEFJZQG46AB2VJDKO4DNPF4L \
  | 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: bc0442a730373c00eaa91a9dc1b5e5e2e1f2fd8024fb36a03ff57aa226b00c7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "742aa1e627679c84b11d54082c5d3d0cd81cf21da85e303909f91f6b6316597b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-20T22:37:17Z",
    "title_canon_sha256": "69b40554ad02a873afcf9287918ecb04b9c72adf7361dcf1d94d44f7f933295c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.22708",
    "kind": "arxiv",
    "version": 1
  }
}