Pith Number

pith:CI2XM2CD

pith:2025:CI2XM2CDYVH3BUEZT3AG4M4EUE

not attested not anchored not stored refs pending

Integrating Single-Cell Foundation Models with Graph Neural Networks for Drug Response Prediction

Jonas Balke, Ming Tang, Nikoo Salehfard, Till Rossner, Tom Seifert, Ziteng Li

arxiv:2504.14361 v2 · 2025-04-19 · cs.LG · cs.CL · 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{CI2XM2CDYVH3BUEZT3AG4M4EUE}

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	2026-07-05T11:02:23.434170Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1235766843c54fb0d0999ec06e3384a124bf19bcd38c935c09a1585f93a22b66

Aliases

arxiv: 2504.14361 · arxiv_version: 2504.14361v2 · doi: 10.48550/arxiv.2504.14361 · pith_short_12: CI2XM2CDYVH3 · pith_short_16: CI2XM2CDYVH3BUEZ · pith_short_8: CI2XM2CD

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/CI2XM2CDYVH3BUEZT3AG4M4EUE \
  | 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: 1235766843c54fb0d0999ec06e3384a124bf19bcd38c935c09a1585f93a22b66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "430657d24babcd129ad535ce0fadd326d5de71b4b8d54a2b624d5360ae5b9ebe",
    "cross_cats_sorted": [
      "cs.CL",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-19T17:35:54Z",
    "title_canon_sha256": "efb3c94a7ad39cad2f067e663828cef9adc2817a8de967db59e62b69be744144"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14361",
    "kind": "arxiv",
    "version": 2
  }
}