Pith Number

pith:ZB5IL4RL

pith:2025:ZB5IL4RLF2F5LNWA23VREKY3Q2

not attested not anchored not stored refs pending

Interpretable Causal Representation Learning for Biological Data in the Pathway Space

Carlos Ruiz-Arenas, David Gomez-Cabrero, Idoia Ochoa, Irene Marin-Go\~ni, Jan Voges, Jesper Tegner, Jesus de la Fuente, Mikel Hernaez, Robert Lehmann, Vincenzo Lagani, Xabier Martinez-de-Morentin

arxiv:2506.12439 v1 · 2025-06-14 · cs.LG · q-bio.QM · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZB5IL4RLF2F5LNWA23VREKY3Q2}

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

Learning Latent Dynamical Causal Processes for Single-Cell Perturbation Prediction

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

Receipt and verification

First computed	2026-07-05T11:21:53.436862Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c87a85f22b2e8bd5b6c0d6eb122b1b8680eb9b4ea1f592c5e5412797847dc811

Aliases

arxiv: 2506.12439 · arxiv_version: 2506.12439v1 · doi: 10.48550/arxiv.2506.12439 · pith_short_12: ZB5IL4RLF2F5 · pith_short_16: ZB5IL4RLF2F5LNWA · pith_short_8: ZB5IL4RL

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/ZB5IL4RLF2F5LNWA23VREKY3Q2 \
  | 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: c87a85f22b2e8bd5b6c0d6eb122b1b8680eb9b4ea1f592c5e5412797847dc811

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6b383131bc782a5de8d50c250b40dba8cee976cf42b99e27c48d96d5c75741e",
    "cross_cats_sorted": [
      "q-bio.QM",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-14T10:33:19Z",
    "title_canon_sha256": "30c63598f314f037b0e93f39a42d60529e477aa622d3ae0f181934ac14108d12"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12439",
    "kind": "arxiv",
    "version": 1
  }
}