Pith Number

pith:VDTQK5XS

pith:2024:VDTQK5XSASNILLSSFYXYJDB7R6

not attested not anchored not stored refs pending

Benchmarking Data Science Agents

Kan Ren, Nan Chen, Qiyang Jiang, Xingyu Han, Yuge Zhang, Yuqing Yang

arxiv:2402.17168 v1 · 2024-02-27 · 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{VDTQK5XSASNILLSSFYXYJDB7R6}

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

Business Utility of Large Language Models as Exploratory Data Analysis Agents

Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Memory in the Age of AI Agents

Receipt and verification

First computed	2026-07-05T07:49:43.502995Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8e70576f2049a85ae522e2f848c3f8f84c94674b2fbbba4cdb43ad8b29ae20b

Aliases

arxiv: 2402.17168 · arxiv_version: 2402.17168v1 · doi: 10.48550/arxiv.2402.17168 · pith_short_12: VDTQK5XSASNI · pith_short_16: VDTQK5XSASNILLSS · pith_short_8: VDTQK5XS

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/VDTQK5XSASNILLSSFYXYJDB7R6 \
  | 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: a8e70576f2049a85ae522e2f848c3f8f84c94674b2fbbba4cdb43ad8b29ae20b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63819eac09b1060a4754e8ba013c0c8a26c1f45f0125ba8a599f0778ac24973f",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-27T03:03:06Z",
    "title_canon_sha256": "fc8419328e14e12ca590ada9c3593db26e4cb8e3d1b3f2b4a2ea0edff3b635a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17168",
    "kind": "arxiv",
    "version": 1
  }
}