Pith Number

pith:CB2M5SRI

pith:2026:CB2M5SRILYTMWMRIM6XAU7HWXE

not attested not anchored not stored refs pending

CauScale: Neural Causal Discovery at Scale

Bo Peng, Chaochao Lu, Jiaguo Tian, Sirui Chen, Yu Qiao

arxiv:2602.08629 v2 · 2026-02-09 · cs.LG · cs.AI · 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{CB2M5SRILYTMWMRIM6XAU7HWXE}

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

1 paper in Pith

TabCausal: Pretraining Across Causal Environments for Tabular Causal Discovery

Receipt and verification

First computed	2026-06-25T01:17:50.271980Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1074ceca285e26cb322867ae0a7cf6b90bb035b547434f95b6f04f3f28ef5b14

Aliases

arxiv: 2602.08629 · arxiv_version: 2602.08629v2 · doi: 10.48550/arxiv.2602.08629 · pith_short_12: CB2M5SRILYTM · pith_short_16: CB2M5SRILYTMWMRI · pith_short_8: CB2M5SRI

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/CB2M5SRILYTMWMRIM6XAU7HWXE \
  | 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: 1074ceca285e26cb322867ae0a7cf6b90bb035b547434f95b6f04f3f28ef5b14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38599f78faf4ca31a7ec4aff1fd66846052a67d682752481dfef71ad8225c5f7",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-09T13:21:32Z",
    "title_canon_sha256": "7a4d70efb478086acdc515b9ff54e3c65739e6d0c27e2dddd49c3abbbb401b4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.08629",
    "kind": "arxiv",
    "version": 2
  }
}