Pith Number

pith:5NCVUUBQ

pith:2024:5NCVUUBQWAAL2RZ6Q4K5ZE7QTF

not attested not anchored not stored refs pending

Marrying Causal Representation Learning with Dynamical Systems for Science

Caroline Muller, Dingling Yao, Francesco Locatello

arxiv:2405.13888 v3 · 2024-05-22 · cs.LG · 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{5NCVUUBQWAAL2RZ6Q4K5ZE7QTF}

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

Unsupervised Causal Abstractions Discovery

Receipt and verification

First computed	2026-07-05T10:08:17.019290Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb455a5030b000bd473e8715dc93f0994d8bb947b316b7693e489d9bb930c8f7

Aliases

arxiv: 2405.13888 · arxiv_version: 2405.13888v3 · doi: 10.48550/arxiv.2405.13888 · pith_short_12: 5NCVUUBQWAAL · pith_short_16: 5NCVUUBQWAAL2RZ6 · pith_short_8: 5NCVUUBQ

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/5NCVUUBQWAAL2RZ6Q4K5ZE7QTF \
  | 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: eb455a5030b000bd473e8715dc93f0994d8bb947b316b7693e489d9bb930c8f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "083edb1f9280144a45efcf609c7406f441c5f17aeb864722347755915a7eb65d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-22T18:00:41Z",
    "title_canon_sha256": "7136c6e38e4b97816c0935bf0ad8e5d3fadf5082b3c9384725a790702b12a4a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.13888",
    "kind": "arxiv",
    "version": 3
  }
}