Pith Number

pith:C7D2IZB2

pith:2025:C7D2IZB2QIBKLASLUKTISLSA2C

not attested not anchored not stored refs pending

AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists

Ali Payani, Benjamin Burns, Botao Yu, Chen Wei, Hanane Nour Moussa, Huan Sun, Mingyi Xue, Nesreen K. Ahmed, Qianheng Zhang, Shijie Chen, Song Gao, Tianyu Zhang, Tzu-Yao Chiu, Vishal Dey, Xia Ning, Xuhui Huang, Yifei Li, Ziru Chen, Zitong Lu

arxiv:2506.08140 v1 · 2025-06-09 · cs.LG · 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{C7D2IZB2QIBKLASLUKTISLSA2C}

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

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis

Agentic-imodels: Evolving agentic interpretability tools via autoresearch

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis

Receipt and verification

First computed	2026-07-05T11:18:45.278037Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17c7a4643a8202a5824ba2a6892e40d083605936def5fa5713ea8fa84831eac1

Aliases

arxiv: 2506.08140 · arxiv_version: 2506.08140v1 · doi: 10.48550/arxiv.2506.08140 · pith_short_12: C7D2IZB2QIBK · pith_short_16: C7D2IZB2QIBKLASL · pith_short_8: C7D2IZB2

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/C7D2IZB2QIBKLASLUKTISLSA2C \
  | 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: 17c7a4643a8202a5824ba2a6892e40d083605936def5fa5713ea8fa84831eac1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9cf09f3defb5a31f291ded3b5d4f3f6ac3af4373473f2529548974cb547427fd",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-09T18:41:50Z",
    "title_canon_sha256": "dd3f8da41bf7c84e0ad4cdc74d83976bf6811c9ed00b0484b477633c31766cce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08140",
    "kind": "arxiv",
    "version": 1
  }
}