Pith Number

pith:BCR6YZTA

pith:2025:BCR6YZTAORDN4IDBFM25JX3VFU

not attested not anchored not stored refs pending

DABstep: Data Agent Benchmark for Multi-step Reasoning

Alex Egg, Andreu Mora, Friso Kingma, Leandro Von Werra, Martin Iglesias Goyanes, Thomas Wolf

arxiv:2506.23719 v1 · 2025-06-30 · cs.LG · 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{BCR6YZTAORDN4IDBFM25JX3VFU}

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

13 papers in Pith

GRACE-DS: a Guarded Reward-guided Agent Correction Environment in Data Science

VESTA: Visual Exploration with Statistical Tool Agents

DataClawBench: An Agent Benchmark for Exploratory Real-World Financial Data Analysis

Agentic AI Workload Characteristics

LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis

Receipt and verification

First computed	2026-07-05T11:29:27.017831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08a3ec66607446de20612b35d4df752d220d0af371aae34b130a6384943f6d63

Aliases

arxiv: 2506.23719 · arxiv_version: 2506.23719v1 · doi: 10.48550/arxiv.2506.23719 · pith_short_12: BCR6YZTAORDN · pith_short_16: BCR6YZTAORDN4IDB · pith_short_8: BCR6YZTA

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/BCR6YZTAORDN4IDBFM25JX3VFU \
  | 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: 08a3ec66607446de20612b35d4df752d220d0af371aae34b130a6384943f6d63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8cf4cc3b49e174b55c1e23c07db764ad7bdc4b37539e413b3ee4d5b08f8a287",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-30T10:49:21Z",
    "title_canon_sha256": "1b423777e86a71908dc7e60e402261597efca1d0dd84990eb55761fac22626b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23719",
    "kind": "arxiv",
    "version": 1
  }
}