Pith Number

pith:B6RBJ4F6

pith:2025:B6RBJ4F6GDVFZ7KNXCL4OA45T3

not attested not anchored not stored refs pending

DAgent: A Relational Database-Driven Data Analysis Report Generation Agent

Chao Zhang, Mengfei Zhang, Wenyi Xu, Xiaolu Zhang, Xuemei Dong, Yunjun Gao, Yuren Mao

arxiv:2503.13269 v2 · 2025-03-17 · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B6RBJ4F6GDVFZ7KNXCL4OA45T3}

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

Unsupervised Skill Discovery for Agentic Data Analysis

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

Receipt and verification

First computed	2026-07-05T10:42:44.890448Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0fa214f0be30ea5cfd4db897c7039d9ec9f8f6c705aa366a38eed777349b44b5

Aliases

arxiv: 2503.13269 · arxiv_version: 2503.13269v2 · doi: 10.48550/arxiv.2503.13269 · pith_short_12: B6RBJ4F6GDVF · pith_short_16: B6RBJ4F6GDVFZ7KN · pith_short_8: B6RBJ4F6

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/B6RBJ4F6GDVFZ7KNXCL4OA45T3 \
  | 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: 0fa214f0be30ea5cfd4db897c7039d9ec9f8f6c705aa366a38eed777349b44b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5dd7eca9587a30ce99f32ea2b4a30e4389ce092d9015f2d9696aa8de5ba4d2f3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2025-03-17T15:22:19Z",
    "title_canon_sha256": "62affee085ae0a87ed824a973c15db82f2a7650a1b060fb0ed966b2859054c87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.13269",
    "kind": "arxiv",
    "version": 2
  }
}