Pith Number

pith:FUDRERVQ

pith:2023:FUDRERVQ4ZO5YNWBQ3DZYCDGVC

not attested not anchored not stored refs pending

Shortcuts for causal discovery of nonlinear models by score matching

Francesco Locatello, Francesco Montagna, Lorenzo Rosasco, Nicoletta Noceti

arxiv:2310.14246 v1 · 2023-10-22 · stat.ME · 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{FUDRERVQ4ZO5YNWBQ3DZYCDGVC}

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	2026-07-05T07:03:41.794353Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d071246b0e65ddc36c186c79c0866a8a18daeeee52000df7c817820a7733602

Aliases

arxiv: 2310.14246 · arxiv_version: 2310.14246v1 · doi: 10.48550/arxiv.2310.14246 · pith_short_12: FUDRERVQ4ZO5 · pith_short_16: FUDRERVQ4ZO5YNWB · pith_short_8: FUDRERVQ

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/FUDRERVQ4ZO5YNWBQ3DZYCDGVC \
  | 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: 2d071246b0e65ddc36c186c79c0866a8a18daeeee52000df7c817820a7733602

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef2ea0480e8e8375127ce3f7c6a7cdea247927b4485fdbf02b19c5a1ea680a39",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-10-22T10:09:52Z",
    "title_canon_sha256": "a96565eaa99a057fcf52f02d45ebf4d1c0a7f18afb2e7d874cbb940441cedef8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.14246",
    "kind": "arxiv",
    "version": 1
  }
}