Pith Number

pith:L4GLJKCB

pith:2024:L4GLJKCBG77GMH3AMA7TFNJV6P

not attested not anchored not stored refs pending

Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4

Chetan Bansal, Minghua Ma, Rujia Wang, Saravan Rajmohan, Supriyo Ghosh, Xuchao Zhang, Yu Kang

arxiv:2401.13810 v1 · 2024-01-24 · cs.CL · 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{L4GLJKCBG77GMH3AMA7TFNJV6P}

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

2 papers in Pith

Debugging the Debuggers: Failure-Anchored Structured Recovery for Software Engineering Agents

Receipt and verification

First computed	2026-07-05T07:37:17.677065Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f0cb4a84137fe661f60603f32b535f3dc3f0bbb096ed7123d78d7f3932c1c85

Aliases

arxiv: 2401.13810 · arxiv_version: 2401.13810v1 · doi: 10.48550/arxiv.2401.13810 · pith_short_12: L4GLJKCBG77G · pith_short_16: L4GLJKCBG77GMH3A · pith_short_8: L4GLJKCB

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/L4GLJKCBG77GMH3AMA7TFNJV6P \
  | 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: 5f0cb4a84137fe661f60603f32b535f3dc3f0bbb096ed7123d78d7f3932c1c85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ccefd1f66b9a2cba0dbf6272c101dbd78684710b6383287fbfdce4c3a362202",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-24T21:02:07Z",
    "title_canon_sha256": "9fcab8a6be9459393016fdf8e2759397649de85b73470f132b88abab5f1059ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.13810",
    "kind": "arxiv",
    "version": 1
  }
}