Pith Number

pith:CCMOWZKC

pith:2025:CCMOWZKCLZTYLBRM27RJYLLARP

not attested not anchored not stored refs pending

Contextualizing biological perturbation experiments through language

David Richmond, Jacob Levine, Jan-Christian Huetter, Lin Qiu, Menghua Wu, Russell Littman, Tommaso Biancalani

arxiv:2502.21290 v1 · 2025-02-28 · cs.AI · cs.LG · 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{CCMOWZKCLZTYLBRM27RJYLLARP}

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

3 papers in Pith

Knowledge Graphs and Reasoning LLMs for Finding Simple Yet Effective Transcriptomic Perturbation Predictors

AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents

AROMA: Augmented Reasoning Over a Multimodal Architecture for Virtual Cell Genetic Perturbation Modeling

Receipt and verification

First computed	2026-07-05T10:21:52.495399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1098eb65425e6785862cd7e29c2d608bc210ef929971d46abf2a121a903aafcf

Aliases

arxiv: 2502.21290 · arxiv_version: 2502.21290v1 · doi: 10.48550/arxiv.2502.21290 · pith_short_12: CCMOWZKCLZTY · pith_short_16: CCMOWZKCLZTYLBRM · pith_short_8: CCMOWZKC

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/CCMOWZKCLZTYLBRM27RJYLLARP \
  | 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: 1098eb65425e6785862cd7e29c2d608bc210ef929971d46abf2a121a903aafcf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ff9b2426d8137fc4ce111fc9053b87c43590244395faab151b5251afe695225",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-28T18:15:31Z",
    "title_canon_sha256": "89474216c8922b7a50c796689ca1543b45e57ddc78fa5a74f4bc87dc454395d1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.21290",
    "kind": "arxiv",
    "version": 1
  }
}