Pith Number

pith:24EZN4DU

pith:2023:24EZN4DUILSJPTM2GQ24VIGTAW

not attested not anchored not stored refs pending

Automatic Root Cause Analysis via Large Language Models for Cloud Incidents

Chaoyun Zhang, Dongmei Zhang, Hao Fan, Huaibing Xie, Jun Zeng, Liu Shi, Minghua Ma, Ming Wen, Qingwei Lin, Saravan Rajmohan, Supriyo Ghosh, Tianyin Xu, Xin Gao, Xuchao Zhang, Xuedong Gao, Yinfang Chen, Yu Kang, Yunjie Cao

arxiv:2305.15778 v4 · 2023-05-25 · 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{24EZN4DUILSJPTM2GQ24VIGTAW}

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

Auditable Graph-Guided Root Cause Analysis for Kubernetes Incidents

OpsLLM: Construction of Large Language Model for Software Operations with Multi-stage Learning

Receipt and verification

First computed	2026-07-05T07:11:56.245975Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d70996f07442e497cd9a3435caa0d3058f4eb9e51063c530fa54205581cbec43

Aliases

arxiv: 2305.15778 · arxiv_version: 2305.15778v4 · doi: 10.48550/arxiv.2305.15778 · pith_short_12: 24EZN4DUILSJ · pith_short_16: 24EZN4DUILSJPTM2 · pith_short_8: 24EZN4DU

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/24EZN4DUILSJPTM2GQ24VIGTAW \
  | 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: d70996f07442e497cd9a3435caa0d3058f4eb9e51063c530fa54205581cbec43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07c5628604ae72618db6853e940d2a13d4d07ee8888a5b315075779ff53548ee",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-05-25T06:44:50Z",
    "title_canon_sha256": "43031f9fc4f4fa6e0277b7d3a8df9869fc19aa63009c57653b1d15fb77bce4b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.15778",
    "kind": "arxiv",
    "version": 4
  }
}