Pith Number

pith:2BQBR7QU

pith:2022:2BQBR7QURW3SNCYCZEQ5HBWYCQ

not attested not anchored not stored refs pending

Pearl Causal Hierarchy on Image Data: Intricacies & Challenges

Devendra Singh Dhami, Kristian Kersting, Matej Ze\v{c}evi\'c, Moritz Willig

arxiv:2212.12570 v1 · 2022-12-23 · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2BQBR7QURW3SNCYCZEQ5HBWYCQ}

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

Factored Classifier-Free Guidance

Receipt and verification

First computed	2026-07-05T05:28:11.038741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d06018fe148db7268b02c921d386d814222eef3603502a3d6a75f3ef4a6fa93f

Aliases

arxiv: 2212.12570 · arxiv_version: 2212.12570v1 · doi: 10.48550/arxiv.2212.12570 · pith_short_12: 2BQBR7QURW3S · pith_short_16: 2BQBR7QURW3SNCYC · pith_short_8: 2BQBR7QU

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/2BQBR7QURW3SNCYCZEQ5HBWYCQ \
  | 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: d06018fe148db7268b02c921d386d814222eef3603502a3d6a75f3ef4a6fa93f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52e61a6a99f7bd7d9857fe1933d2d5262ef44590ce370450d4174216c899f3d1",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-12-23T19:59:28Z",
    "title_canon_sha256": "d2e4350eff239d8125c32d8333498dd5c06a4aeb7a21681c14b77b01a6d5e2e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.12570",
    "kind": "arxiv",
    "version": 1
  }
}