Pith Number

pith:HARM4FCG

pith:2025:HARM4FCGWNYMF52HXD6ZPIK3EE

not attested not anchored not stored refs pending

MetaCaDI: A Meta-Learning Framework for Causal Discovery from Multiple Environments with Unknown Interventions

Hans Jarett Ong, Tomoharu Iwata, Yoichi Chikahara

arxiv:2510.22298 v2 · 2025-10-25 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HARM4FCGWNYMF52HXD6ZPIK3EE}

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	2026-07-07T00:15:50.485265Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3822ce1446b370c2f747b8fd97a15b2132accc43c01edc9a9e9b649737533d84

Aliases

arxiv: 2510.22298 · arxiv_version: 2510.22298v2 · doi: 10.48550/arxiv.2510.22298 · pith_short_12: HARM4FCGWNYM · pith_short_16: HARM4FCGWNYMF52H · pith_short_8: HARM4FCG

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/HARM4FCGWNYMF52HXD6ZPIK3EE \
  | 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: 3822ce1446b370c2f747b8fd97a15b2132accc43c01edc9a9e9b649737533d84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b65c25646b0c93e735ad176adf249791d7a2780defcae1b249c5d00eaa611967",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-10-25T13:59:42Z",
    "title_canon_sha256": "662e6a8165d7590ed5aa6d84aaa97e20b166562755783a0332980e30775ce67d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.22298",
    "kind": "arxiv",
    "version": 2
  }
}