Pith Number

pith:G6PPFFMF

pith:2024:G6PPFFMFVFA2WZT4GMO55X5X72

not attested not anchored not stored refs pending

AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions

David Ma, Ge Zhang, Jiaheng Liu, Jian Yang, Jiawei Guo, Minghao Liu, Qianbo Zang, Tuney Zheng, Wangchunshu Zhou, Wanjun Zhong, Wenhao Huang, Xinyao Niu, Yue Wang, Ziming Li

arxiv:2410.20424 v3 · 2024-10-27 · 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{G6PPFFMFVFA2WZT4GMO55X5X72}

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

9 papers in Pith

LATTEArena: An Evaluation Framework for LLM-powered Tabular Feature Engineering (Extended Version)

Towards Persistent Case-Based Memory for Autonomous Data Science: A CBR-Augmented R&D-Agent with a Locally Deployable Small Language Model

A Survey of Scaling in Large Language Model Reasoning

KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification

Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design

Receipt and verification

First computed	2026-07-05T09:31:31.014894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

379ef29585a941ab667c331ddedfb7fe8c0a72308029ad375ce32477e3e64454

Aliases

arxiv: 2410.20424 · arxiv_version: 2410.20424v3 · doi: 10.48550/arxiv.2410.20424 · pith_short_12: G6PPFFMFVFA2 · pith_short_16: G6PPFFMFVFA2WZT4 · pith_short_8: G6PPFFMF

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/G6PPFFMFVFA2WZT4GMO55X5X72 \
  | 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: 379ef29585a941ab667c331ddedfb7fe8c0a72308029ad375ce32477e3e64454

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05279ef695aa06e5a50fb014b41a9dff09129702c5007a03028058d83b37f2c4",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-27T12:44:25Z",
    "title_canon_sha256": "c70ab3c0c79467a5a21a0567961e2770a192a72913732d30c0f0cec776c47ab3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20424",
    "kind": "arxiv",
    "version": 3
  }
}