Pith Number

pith:DDZ5IX2H

pith:2023:DDZ5IX2HGE7FG3LTW2BRGOVHSN

not attested not anchored not stored refs pending

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

Erik Cambria, Jie Zheng, Junxian Li, Soujanya Poria, Xinya Du, Zonglin Yang

arxiv:2309.02726 v3 · 2023-09-06 · cs.CL · 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{DDZ5IX2HGE7FG3LTW2BRGOVHSN}

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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

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Sakana Fugu Technical Report

ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution

Unlocking LLM Creativity in Science through Analogical Reasoning

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Receipt and verification

First computed	2026-07-05T08:30:29.638043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18f3d45f47313e536d73b683133aa79370a87a8c3bc25cab9a18d1f8fa2bc62a

Aliases

arxiv: 2309.02726 · arxiv_version: 2309.02726v3 · doi: 10.48550/arxiv.2309.02726 · pith_short_12: DDZ5IX2HGE7F · pith_short_16: DDZ5IX2HGE7FG3LT · pith_short_8: DDZ5IX2H

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/DDZ5IX2HGE7FG3LTW2BRGOVHSN \
  | 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: 18f3d45f47313e536d73b683133aa79370a87a8c3bc25cab9a18d1f8fa2bc62a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ee7083e32aff2d904266fe941438d54394cb282c06404d6b640e34584b6aee3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-06T05:19:41Z",
    "title_canon_sha256": "8cddac4a1bda6b4b14bb1b25707213cca1ab456af16332ac4be76c21f6cf88bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.02726",
    "kind": "arxiv",
    "version": 3
  }
}