Pith Number

pith:OFR6QJXA

pith:2025:OFR6QJXAK5YY742LTVT7RTFZUB

not attested not anchored not stored refs pending

Extremal Testing for Network Software using LLMs

George Varghese, Harry Qian, Rathin Singha, Ryan Beckett, Siva Kesava Reddy Kakarla, Srinath Saikrishnan, Tracy Zhao

arxiv:2507.11898 v1 · 2025-07-16 · cs.SE · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OFR6QJXAK5YY742LTVT7RTFZUB}

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	2026-07-05T11:37:53.081418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7163e826e057718ff34b9d67f8ccb9a043653a837bb2e373b3d9a1fcaf7d271d

Aliases

arxiv: 2507.11898 · arxiv_version: 2507.11898v1 · doi: 10.48550/arxiv.2507.11898 · pith_short_12: OFR6QJXAK5YY · pith_short_16: OFR6QJXAK5YY742L · pith_short_8: OFR6QJXA

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/OFR6QJXAK5YY742LTVT7RTFZUB \
  | 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: 7163e826e057718ff34b9d67f8ccb9a043653a837bb2e373b3d9a1fcaf7d271d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cb27d097773b367980bcfda3039fe207c2b6088aeca3a83daaa1ea69515e923",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-16T04:29:49Z",
    "title_canon_sha256": "3461bee1a3889cefdb37c7c65a8c2727eb0595ef711047dafb8f4b1cf70cf3db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11898",
    "kind": "arxiv",
    "version": 1
  }
}