Pith Number

pith:NOGHQL2Y

pith:2023:NOGHQL2YWRD33ISFMYXNPAQID4

not attested not anchored not stored refs pending

Independent Mechanism Analysis and the Manifold Hypothesis

Bernhard Sch\"olkopf, Julius von K\"ugelgen, Luigi Gresele, Michel Besserve, Shubhangi Ghosh

arxiv:2312.13438 v1 · 2023-12-20 · 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{NOGHQL2YWRD33ISFMYXNPAQID4}

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 Disentanglement Without Compromises : How Functional Orthogonality Enforces Identifiability

Unsupervised Causal Abstractions Discovery

Mechanistic Independence: A Principle for Identifiable Disentangled Representations

Receipt and verification

First computed	2026-07-05T07:26:44.652495Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b8c782f58b447bda245662ed782081f1694203a0f8d1147471df4f2e2e82149

Aliases

arxiv: 2312.13438 · arxiv_version: 2312.13438v1 · doi: 10.48550/arxiv.2312.13438 · pith_short_12: NOGHQL2YWRD3 · pith_short_16: NOGHQL2YWRD33ISF · pith_short_8: NOGHQL2Y

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/NOGHQL2YWRD33ISFMYXNPAQID4 \
  | 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: 6b8c782f58b447bda245662ed782081f1694203a0f8d1147471df4f2e2e82149

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2abbd64ec0482e3c3608f9f7eb6ce52346726ab231088152ba57d0ecf0e07807",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-12-20T21:29:00Z",
    "title_canon_sha256": "598b14ceb79a875000f6be9a6d796f970ab55384e68d127f8a45717c20fcd82c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.13438",
    "kind": "arxiv",
    "version": 1
  }
}