Pith Number

pith:MNXAXAGT

pith:2025:MNXAXAGTVOD37FV3J2FXREXG3R

not attested not anchored not stored refs pending

Root Cause Analysis of Outliers in Unknown Cyclic Graphs

Daniela Schkoda, Dominik Janzing

arxiv:2510.06995 v2 · 2025-10-08 · stat.ML · cs.LG · 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{MNXAXAGTVOD37FV3J2FXREXG3R}

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

PRIM: Meta-Learned Bayesian Root Cause Analysis

Receipt and verification

First computed	2026-07-02T01:18:04.730859Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

636e0b80d3ab87bf96bb4e8b7892e6dc496a1f8be01bf490594912f0b78e9620

Aliases

arxiv: 2510.06995 · arxiv_version: 2510.06995v2 · doi: 10.48550/arxiv.2510.06995 · pith_short_12: MNXAXAGTVOD3 · pith_short_16: MNXAXAGTVOD37FV3 · pith_short_8: MNXAXAGT

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/MNXAXAGTVOD37FV3J2FXREXG3R \
  | 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: 636e0b80d3ab87bf96bb4e8b7892e6dc496a1f8be01bf490594912f0b78e9620

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1cbc17e8ee100c0dec41c6933beacf42958c3e19103107cd570ae2258ccdc027",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-10-08T13:19:01Z",
    "title_canon_sha256": "44e6f9b30e92d19b59cfeeba2468784646a38cda0e7a27039f3bbc30e23c6ee1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.06995",
    "kind": "arxiv",
    "version": 2
  }
}