Pith Number

pith:4AJDZJBJ

pith:2025:4AJDZJBJXGBO4LRP7RNTOLMWT7

not attested not anchored not stored refs pending

Soft causal learning for generalized molecule property prediction: An environment perspective

Kuo Yang, Limin Li, Pengkun Wang, Wenjie Du, Yang Wang, Zhengyang Zhou

arxiv:2505.06283 v1 · 2025-05-07 · 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{4AJDZJBJXGBO4LRP7RNTOLMWT7}

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	2026-07-05T11:01:37.324329Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0123ca429b982ee2e2ffc5b372d969fc1790949afc4841fa9c8f47523f246e1

Aliases

arxiv: 2505.06283 · arxiv_version: 2505.06283v1 · doi: 10.48550/arxiv.2505.06283 · pith_short_12: 4AJDZJBJXGBO · pith_short_16: 4AJDZJBJXGBO4LRP · pith_short_8: 4AJDZJBJ

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/4AJDZJBJXGBO4LRP7RNTOLMWT7 \
  | 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: e0123ca429b982ee2e2ffc5b372d969fc1790949afc4841fa9c8f47523f246e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "39afa7f124ca5510a15a95f760570da5440e71db0b161dafba914dd8d16beb93",
    "cross_cats_sorted": [
      "q-bio.QM",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-07T06:04:02Z",
    "title_canon_sha256": "c984481194a714d29f9bfd9a2e02e6e863555c45e7072f5b5822d5271269a8b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06283",
    "kind": "arxiv",
    "version": 1
  }
}