Pith Number

pith:SPIQXI2P

pith:2025:SPIQXI2PQLJSEPHEH3Z7QDXTWU

not attested not anchored not stored refs pending

TxPert: Leveraging Biochemical Relationships for Out-of-Distribution Transcriptomic Perturbation Prediction

Alisandra K. Denton, Berton Earnshaw, Cassandra Masschelein, Cian Eastwood, Craig Russell, Emmanuel Noutahi, Frederik Wenkel, Hamed Shirzad, Ihab Bendidi, Jiarui Ding, Liam Hodgson, Marta M. Fay, Shawn T. Whitfield, Wilson Tu, Yassir El Mesbahi

arxiv:2505.14919 v1 · 2025-05-20 · 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{SPIQXI2PQLJSEPHEH3Z7QDXTWU}

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

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

What Makes a Representation Good for Single-Cell Perturbation Prediction?

Receipt and verification

First computed	2026-07-05T11:06:37.553383Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

93d10ba34f82d3223ce43ef3f80ef3b52f4ddf002d1beec9ea4f1c9b34f6c8b2

Aliases

arxiv: 2505.14919 · arxiv_version: 2505.14919v1 · doi: 10.48550/arxiv.2505.14919 · pith_short_12: SPIQXI2PQLJS · pith_short_16: SPIQXI2PQLJSEPHE · pith_short_8: SPIQXI2P

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/SPIQXI2PQLJSEPHEH3Z7QDXTWU \
  | 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: 93d10ba34f82d3223ce43ef3f80ef3b52f4ddf002d1beec9ea4f1c9b34f6c8b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c37ff1e6d3c31bfc217a14479b904e785b7f6c86901a01f054c48cd823bebfa3",
    "cross_cats_sorted": [
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-20T21:13:23Z",
    "title_canon_sha256": "7a5d74d600797a3f98a292cab60863460b43654705b4d81ba9f1a602044296e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14919",
    "kind": "arxiv",
    "version": 1
  }
}