Pith Number

pith:V3F7MIYK

pith:2025:V3F7MIYK4RBVX2KCOTPENUKZMI

not attested not anchored not stored refs pending

GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models

Bhavya Kailkhura, Fengwei Zhan, Jiekun Yang, Jie Peng, Mufan Qiu, Ruichen Zhang, Sukwon Yun, Tianlong Chen, Xinyu Hu

arxiv:2503.01682 v1 · 2025-03-03 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V3F7MIYK4RBVX2KCOTPENUKZMI}

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	2026-07-05T10:23:12.369720Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aecbf6230ae4435be94274de46d1596236f67c1e059569f4a2a798c06a6ce036

Aliases

arxiv: 2503.01682 · arxiv_version: 2503.01682v1 · doi: 10.48550/arxiv.2503.01682 · pith_short_12: V3F7MIYK4RBV · pith_short_16: V3F7MIYK4RBVX2KC · pith_short_8: V3F7MIYK

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/V3F7MIYK4RBVX2KCOTPENUKZMI \
  | 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: aecbf6230ae4435be94274de46d1596236f67c1e059569f4a2a798c06a6ce036

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61ab17c5467765a7ae576ea989a1e558e910ba9e9c6aa99fbcac9c58a261baab",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-03T15:56:39Z",
    "title_canon_sha256": "cfbd24f168c0ca7e24c89c370120d4a67e466910c96fd918aedc5029673c482c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01682",
    "kind": "arxiv",
    "version": 1
  }
}