Pith Number

pith:5BDYTGWO

pith:2025:5BDYTGWOHCKPGITG3CDBSWLEBU

not attested not anchored not stored refs pending

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis

Haohan Wang, Haoyang Liu, Yijiang Li

arxiv:2507.21035 v3 · 2025-07-28 · cs.AI · cs.LG · cs.MA · q-bio.GN

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5BDYTGWOHCKPGITG3CDBSWLEBU}

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

2 papers in Pith

Heterogeneous Scientific Foundation Model Collaboration

The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment

Receipt and verification

First computed	2026-05-20T00:04:12.199858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e847899ace3894f32266d8861959640d03ac4283fcf49d9992dc95ad52dc3334

Aliases

arxiv: 2507.21035 · arxiv_version: 2507.21035v3 · doi: 10.48550/arxiv.2507.21035 · pith_short_12: 5BDYTGWOHCKP · pith_short_16: 5BDYTGWOHCKPGITG · pith_short_8: 5BDYTGWO

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/5BDYTGWOHCKPGITG3CDBSWLEBU \
  | 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: e847899ace3894f32266d8861959640d03ac4283fcf49d9992dc95ad52dc3334

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40dd8dda737623afa85cc4b5f529fa32bd6286a1f9115501915f9c5fb789a9c1",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA",
      "q-bio.GN"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-28T17:55:08Z",
    "title_canon_sha256": "0ad467906adfd0a494962bb7fbf31b84fa44d57a270a7fc8f6a5a90493580167"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21035",
    "kind": "arxiv",
    "version": 3
  }
}