Pith Number

pith:2QELEO7R

pith:2025:2QELEO7ROX32VRVUO3O7S3RM3F

not attested not anchored not stored refs pending

How PC-based Methods Err: Towards Better Reporting of Assumption Violations and Small Sample Errors

Jakob Runge, Jonas Wahl, Rebecca Herman, Sofia Faltenbacher

arxiv:2502.14719 v2 · 2025-02-20 · 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{2QELEO7ROX32VRVUO3O7S3RM3F}

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

2 papers in Pith

On Different Notions of Redundancy in Conditional-Independence-Based Discovery of Graphical Models

TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations

Receipt and verification

First computed	2026-08-20T01:21:36.676395Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d408b23bf175f7aac6b476ddf96e2cd97e3657575cb7d64787592d0c5896f1f7

Aliases

arxiv: 2502.14719 · arxiv_version: 2502.14719v2 · doi: 10.48550/arxiv.2502.14719 · pith_short_12: 2QELEO7ROX32 · pith_short_16: 2QELEO7ROX32VRVU · pith_short_8: 2QELEO7R

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/2QELEO7ROX32VRVUO3O7S3RM3F \
  | 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: d408b23bf175f7aac6b476ddf96e2cd97e3657575cb7d64787592d0c5896f1f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "773adbf1b92b410d30095ce1cbe972caae34d206dc70c757a140014c3deb6ef6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-02-20T16:44:54Z",
    "title_canon_sha256": "65769283f169acd865887d5c08e688ca96464588f2149d54df39d362872b2380"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.14719",
    "kind": "arxiv",
    "version": 2
  }
}