Pith Number

pith:HCPQWN2R

pith:2024:HCPQWN2RT3DQFC6AK4EQLAW6F3

not attested not anchored not stored refs pending

Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models

Bing Wang, Boyan Niu, Donghui Zhang, Guanglei Bao, Jiajun Huang, Jianwei Wan, Jun-Peng Zhu, Kai Xu, Liu Tang, Peng Cai, Qi Liu, Shengbo Ma, Xuan Zhou, Zheming Ni

arxiv:2412.07214 v3 · 2024-12-10 · cs.DB · 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{HCPQWN2RT3DQFC6AK4EQLAW6F3}

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.

Receipt and verification

First computed	2026-07-05T11:43:30.083757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

389f0b37519ec7028bc057090582de2eeafb07def50b5ef4c262c67bd8b0f9e6

Aliases

arxiv: 2412.07214 · arxiv_version: 2412.07214v3 · doi: 10.48550/arxiv.2412.07214 · pith_short_12: HCPQWN2RT3DQ · pith_short_16: HCPQWN2RT3DQFC6A · pith_short_8: HCPQWN2R

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/HCPQWN2RT3DQFC6AK4EQLAW6F3 \
  | 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: 389f0b37519ec7028bc057090582de2eeafb07def50b5ef4c262c67bd8b0f9e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46c2ffc833eb84a076004bae36a087a3a247b0c0af1fe71f01f4c2b0c48718e0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2024-12-10T06:11:23Z",
    "title_canon_sha256": "cfc2b16860be08cd7b9c981ab3b7af8252fb4d365c8d867e3d036db686d3eb14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07214",
    "kind": "arxiv",
    "version": 3
  }
}