Pith Number

pith:CZPTYTH2

pith:2024:CZPTYTH2RMNUFPN6NEYZL2MUH7

not attested not anchored not stored refs pending

MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images

Alisa Yurovsky, Aniruddha Ganguly, Chao Chen, Debolina Chatterjee, Jie Zhang, Travis Steele Johnson, Wentao Huang

arxiv:2412.02601 v2 · 2024-12-03 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CZPTYTH2RMNUFPN6NEYZL2MUH7}

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	2026-07-05T10:35:42.705765Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

165f3c4cfa8b1b42bdbe693195e9943fdc9f61904ae05b83baad3c2bbe5dddf0

Aliases

arxiv: 2412.02601 · arxiv_version: 2412.02601v2 · doi: 10.48550/arxiv.2412.02601 · pith_short_12: CZPTYTH2RMNU · pith_short_16: CZPTYTH2RMNUFPN6 · pith_short_8: CZPTYTH2

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/CZPTYTH2RMNUFPN6NEYZL2MUH7 \
  | 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: 165f3c4cfa8b1b42bdbe693195e9943fdc9f61904ae05b83baad3c2bbe5dddf0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81150bbd4c3d29f3ef33814c9a0bac086e1e6430b3544f02f377e3139ffea79a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-03T17:32:05Z",
    "title_canon_sha256": "7760c6de78d84120b2fd258722b2f726dc83dbfe55b99f51e5befd98524cbdbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02601",
    "kind": "arxiv",
    "version": 2
  }
}