Pith Number

pith:UTAQTC6O

pith:2025:UTAQTC6O3RK5E6JBEVLE3IA3O6

not attested not anchored not stored refs pending

What is causal about causal models and representations?

Frederik Hytting J{\o}rgensen, Luigi Gresele, Sebastian Weichwald

arxiv:2501.19335 v2 · 2025-01-31 · stat.ML · cs.AI · cs.LG · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UTAQTC6O3RK5E6JBEVLE3IA3O6}

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

3 papers in Pith

Unsupervised Causal Abstractions Discovery

Causal Foundations of Collective Agency

Receipt and verification

First computed	2026-07-05T10:08:54.622088Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4c1098bcedc55d2792125564da01b77ab3679065e746d2af44ca14f87dbbfe2

Aliases

arxiv: 2501.19335 · arxiv_version: 2501.19335v2 · doi: 10.48550/arxiv.2501.19335 · pith_short_12: UTAQTC6O3RK5 · pith_short_16: UTAQTC6O3RK5E6JB · pith_short_8: UTAQTC6O

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/UTAQTC6O3RK5E6JBEVLE3IA3O6 \
  | 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: a4c1098bcedc55d2792125564da01b77ab3679065e746d2af44ca14f87dbbfe2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "803522ee95e0fdca14b3dca9b5f6eb396309e0e30bfdeaf48b85a3cefd095dcc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-01-31T17:35:21Z",
    "title_canon_sha256": "0f9301cc1cb31edbdd8bbecb3735469ea0829e4878a72c057ef1187ad263d854"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.19335",
    "kind": "arxiv",
    "version": 2
  }
}