Pith Number

pith:VBKDBG4B

pith:2024:VBKDBG4B6LIIFFXE2YC247GE2F

not attested not anchored not stored refs pending

Identifying biological perturbation targets through causal differential networks

Menghua Wu, Regina Barzilay, Sean H. Murphy, Tommi Jaakkola, Umesh Padia

arxiv:2410.03380 v4 · 2024-10-04 · cs.LG · cs.AI · q-bio.QM

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

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\usepackage{pith}
\pithnumber{VBKDBG4B6LIIFFXE2YC247GE2F}

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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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T11:12:21.070777Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a854309b81f2d08296e4d605ae7cc4d144fc2e687a598e238a1714c76c1b961c

Aliases

arxiv: 2410.03380 · arxiv_version: 2410.03380v4 · doi: 10.48550/arxiv.2410.03380 · pith_short_12: VBKDBG4B6LII · pith_short_16: VBKDBG4B6LIIFFXE · pith_short_8: VBKDBG4B

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/VBKDBG4B6LIIFFXE2YC247GE2F \
  | 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: a854309b81f2d08296e4d605ae7cc4d144fc2e687a598e238a1714c76c1b961c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56a9e1d4de03beb92f8e4be75f1474ae08846899f097a6c40e7f32ba2022a5f1",
    "cross_cats_sorted": [
      "cs.AI",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-04T12:48:21Z",
    "title_canon_sha256": "9611ec812dab5493afdcaac0e540e2b206cf07a433894ac632d619246e00e029"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03380",
    "kind": "arxiv",
    "version": 4
  }
}