Pith Number

pith:7WQOLPRS

pith:2024:7WQOLPRSPZ5PSHLGNMBPQTHAU7

not attested not anchored not stored refs pending

X-lifecycle Learning for Cloud Incident Management using LLMs

Aditya Singh, Anjaly Parayil, Chetan Bansal, Drishti Goel, Fiza Husain, Saravan Rajmohan, Supriyo Ghosh, Xuchao Zhang

arxiv:2404.03662 v1 · 2024-02-15 · cs.NI · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7WQOLPRSPZ5PSHLGNMBPQTHAU7}

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

1 paper in Pith

E2E-REME: Towards End-to-End Microservices Auto-Remediation via Experience-Simulation Reinforcement Fine-Tuning

Receipt and verification

First computed	2026-07-05T08:04:39.574474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fda0e5be327e7af91d666b02f84ce0a7c52c397390040a045d0512013e6452c5

Aliases

arxiv: 2404.03662 · arxiv_version: 2404.03662v1 · doi: 10.48550/arxiv.2404.03662 · pith_short_12: 7WQOLPRSPZ5P · pith_short_16: 7WQOLPRSPZ5PSHLG · pith_short_8: 7WQOLPRS

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/7WQOLPRSPZ5PSHLGNMBPQTHAU7 \
  | 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: fda0e5be327e7af91d666b02f84ce0a7c52c397390040a045d0512013e6452c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3df014ee3fe28ade9229608573b7a19152935627d158c965f5ee52c05c63a29e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-02-15T06:19:02Z",
    "title_canon_sha256": "df88164a7ba820261d931c5782c7963ca8110dad32f507c3879e74f453232f8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.03662",
    "kind": "arxiv",
    "version": 1
  }
}