Pith Number

pith:H3QRYHLO

pith:2026:H3QRYHLOYVVDIXT2R6HC7ETIIH

not attested not anchored not stored refs pending

Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches?

Farooq Shaikh

arxiv:2607.25995 v1 · 2026-07-28 · cs.CR · 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{H3QRYHLOYVVDIXT2R6HC7ETIIH}

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	2026-07-29T01:26:18.093127Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ee11c1d6ec56a345e7a8f8e2f926841d480479c97ac2befe09c4917eff0acc8

Aliases

arxiv: 2607.25995 · arxiv_version: 2607.25995v1 · doi: 10.48550/arxiv.2607.25995 · pith_short_12: H3QRYHLOYVVD · pith_short_16: H3QRYHLOYVVDIXT2 · pith_short_8: H3QRYHLO

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/H3QRYHLOYVVDIXT2R6HC7ETIIH \
  | 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: 3ee11c1d6ec56a345e7a8f8e2f926841d480479c97ac2befe09c4917eff0acc8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "508336faa541291ab4c80975a0b238413f21730286b5d2a69a31701e9fddc8b1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-28T17:12:12Z",
    "title_canon_sha256": "e7334d8f98f27686224247c4aa4b793e5ddfe30995da2a6db6bbd5e1aa48815c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.25995",
    "kind": "arxiv",
    "version": 1
  }
}