Pith Number

pith:ORFEDFSX

pith:2025:ORFEDFSX7SSFXHG4FKHNCZDKA5

not attested not anchored not stored refs pending

AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds

Chetan Bansal, Gagan Somashekar, Jonathan Mace, Manish Shetty, Minghua Ma, Rujia Wang, Saravan Rajmohan, Yinfang Chen, Yogesh Simmhan

arxiv:2501.06706 v1 · 2025-01-12 · cs.AI · cs.DC · cs.MA · 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{ORFEDFSX7SSFXHG4FKHNCZDKA5}

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

5 papers in Pith

Pooled Leaderboards Hide System-Specific Winners: A Reporting-Protocol Audit of Offline Root-Cause Analysis Benchmarks

Ambig-IaC: Multi-level Disambiguation for Interactive Cloud Infrastructure-as-Code Synthesis

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

GSAR: Typed Grounding for Hallucination Detection and Recovery in Multi-Agent LLMs

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

Receipt and verification

First computed	2026-07-05T10:00:08.894830Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

744a419657fca45b9cdc2a8ed1646a07707a64257470238f335ccd009956b2c2

Aliases

arxiv: 2501.06706 · arxiv_version: 2501.06706v1 · doi: 10.48550/arxiv.2501.06706 · pith_short_12: ORFEDFSX7SSF · pith_short_16: ORFEDFSX7SSFXHG4 · pith_short_8: ORFEDFSX

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/ORFEDFSX7SSFXHG4FKHNCZDKA5 \
  | 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: 744a419657fca45b9cdc2a8ed1646a07707a64257470238f335ccd009956b2c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eec81276bb65aae801887499b0da0d07ba51e7fa56c4b378e334d3152fad87a4",
    "cross_cats_sorted": [
      "cs.DC",
      "cs.MA",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-12T04:17:39Z",
    "title_canon_sha256": "8eceb212dc7d016249c596b88c79227529e8dfec664e8ea5a3771becbc5a26d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06706",
    "kind": "arxiv",
    "version": 1
  }
}