Pith Number

pith:ZLP4Y35I

pith:2026:ZLP4Y35ILSH3LKLD2X64ARDPZN

not attested not anchored not stored refs pending

DoctorAgents: an agentic framework to iteratively refine AutoML pipeline for small clinical temporal data

Bo-Hong Wang, Elizabeth Kourbatski, Gilles Boire, Hegang Chen, Jun Bai, Marie Hudson, Ruilin Wang, Yue Li, Ziyang Song

arxiv:2608.05375 v1 · 2026-08-05 · cs.AI · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZLP4Y35ILSH3LKLD2X64ARDPZN}

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	2026-08-07T00:47:32.775331Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cadfcc6fa85c8fb5a963d5fdc0446fcb5d953b874fe281c651d0b9f45a28b3d6

Aliases

arxiv: 2608.05375 · arxiv_version: 2608.05375v1 · doi: 10.48550/arxiv.2608.05375 · pith_short_12: ZLP4Y35ILSH3 · pith_short_16: ZLP4Y35ILSH3LKLD · pith_short_8: ZLP4Y35I

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/ZLP4Y35ILSH3LKLD2X64ARDPZN \
  | 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: cadfcc6fa85c8fb5a963d5fdc0446fcb5d953b874fe281c651d0b9f45a28b3d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "132e7dc5b9968f8918521f66f5002e347c691654de5c1159bba852b804309263",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-05T19:52:55Z",
    "title_canon_sha256": "2af7f6329dffd30aad9db447b5c5f56d58138e4de4f2210281c3d8d5d1be4cdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05375",
    "kind": "arxiv",
    "version": 1
  }
}