Pith Number

pith:67Q7OQUS

pith:2025:67Q7OQUSFR4IU7UHBO4C3CHW6B

not attested not anchored not stored refs pending

Sanity Checking Causal Representation Learning on a Simple Real-World System

Jakob Runge, Juan L. Gamella, Simon Bing

arxiv:2502.20099 v2 · 2025-02-27 · cs.LG · cs.AI · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{67Q7OQUSFR4IU7UHBO4C3CHW6B}

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	2026-07-05T10:54:44.071211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7e1f742922c788a7e870bb82d88f6f078c0ba6e3b68c668620d7ff35e273326

Aliases

arxiv: 2502.20099 · arxiv_version: 2502.20099v2 · doi: 10.48550/arxiv.2502.20099 · pith_short_12: 67Q7OQUSFR4I · pith_short_16: 67Q7OQUSFR4IU7UH · pith_short_8: 67Q7OQUS

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/67Q7OQUSFR4IU7UHBO4C3CHW6B \
  | 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: f7e1f742922c788a7e870bb82d88f6f078c0ba6e3b68c668620d7ff35e273326

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e89bd69c42db9c16ec2099b93c44056ec227ecb4b7fcf4a301ff4a1474ea48a",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-27T13:56:54Z",
    "title_canon_sha256": "95e712df526f52a383946b84a7d24694d5eba636bc7e1a9a99f97663849b90d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.20099",
    "kind": "arxiv",
    "version": 2
  }
}