Pith Number

pith:V32XLCWP

pith:2026:V32XLCWPL63EOUK4BXN5HYCK5D

not attested not anchored not stored refs pending

Large Causal Models for Temporal Causal Discovery

Andrea Tonon, Bora Caglayan, Dario Simionato, Ioannis Tsamardinos, Mingxue Wang, Nikolaos Gkorgkolis, Nikolaos Kougioulis

arxiv:2602.18662 v2 · 2026-02-20 · 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{V32XLCWPL63EOUK4BXN5HYCK5D}

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	2026-08-04T00:36:14.438769Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aef5758acf5fb647515c0ddbd3e04ae8d9ae71df2e6c5affb94cdb93e06fd555

Aliases

arxiv: 2602.18662 · arxiv_version: 2602.18662v2 · doi: 10.48550/arxiv.2602.18662 · pith_short_12: V32XLCWPL63E · pith_short_16: V32XLCWPL63EOUK4 · pith_short_8: V32XLCWP

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/V32XLCWPL63EOUK4BXN5HYCK5D \
  | 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: aef5758acf5fb647515c0ddbd3e04ae8d9ae71df2e6c5affb94cdb93e06fd555

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b7a19c76a8980a47567f89095cc6de21848a8d87cfeccb5c907c00c4fcae80f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-20T23:47:55Z",
    "title_canon_sha256": "5d8507530d8ece4ee1313e9565fdaa91cd0bef415dbc9f8e337a1eb039b5e1de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.18662",
    "kind": "arxiv",
    "version": 2
  }
}