Pith Number

pith:KO6N3DFE

pith:2025:KO6N3DFEGDT4W3DTIOBUQKFELT

not attested not anchored not stored refs pending

Causal AI-based Root Cause Identification: Research to Practice at Scale

Ameet Rahane, Dan Stingaciu, Debasish Banerjee, Frank Bagehorn, Jesus Rios, Laura Shwartz, Marc Palaci-Olgun, Ragu Kattinakere, Saurabh Jha

arxiv:2502.18240 v1 · 2025-02-25 · cs.LG · cs.DC · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KO6N3DFEGDT4W3DTIOBUQKFELT}

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	2026-07-05T10:19:50.989655Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53bcdd8ca430e7cb6c7343834828a45cceadb6f4d89d7e9582fc0ec335b78a5f

Aliases

arxiv: 2502.18240 · arxiv_version: 2502.18240v1 · doi: 10.48550/arxiv.2502.18240 · pith_short_12: KO6N3DFEGDT4 · pith_short_16: KO6N3DFEGDT4W3DT · pith_short_8: KO6N3DFE

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/KO6N3DFEGDT4W3DTIOBUQKFELT \
  | 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: 53bcdd8ca430e7cb6c7343834828a45cceadb6f4d89d7e9582fc0ec335b78a5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1cf4738d46d81e6337e52ffa3834deadddc122c6685375afe462324564b4edd1",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-25T14:20:33Z",
    "title_canon_sha256": "35286109ba8b9067c5e363a17d05766084759e03473fc45d58d354bf8539b3ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18240",
    "kind": "arxiv",
    "version": 1
  }
}