Pith Number

pith:EP3BJRTC

pith:2024:EP3BJRTCQXCWWRNTE2HTWV544U

not attested not anchored not stored refs pending

Can Large Language Models Replace Data Scientists in Biomedical Research?

Benjamin Danek, Jimeng Sun, Zheng Chen, Zifeng Wang, Ziwei Yang

arxiv:2410.21591 v2 · 2024-10-28 · cs.AI · cs.CL · q-bio.GN · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EP3BJRTCQXCWWRNTE2HTWV544U}

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

1 paper in Pith

CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?

Receipt and verification

First computed	2026-07-05T10:46:21.208820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23f614c66285c56b45b3268f3b57bce53250e044c849b103a85d56658134ac42

Aliases

arxiv: 2410.21591 · arxiv_version: 2410.21591v2 · doi: 10.48550/arxiv.2410.21591 · pith_short_12: EP3BJRTCQXCW · pith_short_16: EP3BJRTCQXCWWRNT · pith_short_8: EP3BJRTC

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/EP3BJRTCQXCWWRNTE2HTWV544U \
  | 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: 23f614c66285c56b45b3268f3b57bce53250e044c849b103a85d56658134ac42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1415c21db3dd55c5f4fa1e57ea47d2a5e45916ba1bb18521e5e43740ade11618",
    "cross_cats_sorted": [
      "cs.CL",
      "q-bio.GN",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-28T22:48:06Z",
    "title_canon_sha256": "4e052054a4a8ea761745a1ee6bc2694d1d1f4c8a9f612b51af59b3af76d92be6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.21591",
    "kind": "arxiv",
    "version": 2
  }
}