Pith Number

pith:YCWC3TZW

pith:2025:YCWC3TZWUYNJINWA2ZQMECHO4C

not attested not anchored not stored refs pending

Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs

Kenneth P. Birman, Yifan Wang

arxiv:2505.21419 v2 · 2025-05-27 · cs.AI · cs.OS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YCWC3TZWUYNJINWA2ZQMECHO4C}

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	2026-07-05T11:10:59.092529Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c0ac2dcf36a61a9436c0d660c208eee097a103a4f7c6a934df6223c9081f5733

Aliases

arxiv: 2505.21419 · arxiv_version: 2505.21419v2 · doi: 10.48550/arxiv.2505.21419 · pith_short_12: YCWC3TZWUYNJ · pith_short_16: YCWC3TZWUYNJINWA · pith_short_8: YCWC3TZW

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/YCWC3TZWUYNJINWA2ZQMECHO4C \
  | 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: c0ac2dcf36a61a9436c0d660c208eee097a103a4f7c6a934df6223c9081f5733

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7cd25cf02a2d5bc0009574ad124e385512f984e1d68b19be80cc336f39b1023",
    "cross_cats_sorted": [
      "cs.OS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-27T16:43:45Z",
    "title_canon_sha256": "ffdb1474513bbbe48be9cdb553e36f6c301b0c6f91e50c6360e2d313944f9711"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21419",
    "kind": "arxiv",
    "version": 2
  }
}