Pith Number

pith:HM5HOXDR

pith:2024:HM5HOXDRJHOFWGVLWDSMQYOQ3Y

not attested not anchored not stored refs pending

LLMs in the Heart of Differential Testing: A Case Study on a Medical Rule Engine

Christoph Laaber, Erblin Isaku, Hassan Sartaj, Jan F. Nyg\r{a}rd, Shaukat Ali, Thomas Schwitalla

arxiv:2404.03664 v4 · 2024-02-16 · cs.SE · 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{HM5HOXDRJHOFWGVLWDSMQYOQ3Y}

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	2026-07-05T10:21:18.605341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b3a775c7149dc5b1aabb0e4c861d0de3a57854d1a99159ad9a0d02f4d8c8871

Aliases

arxiv: 2404.03664 · arxiv_version: 2404.03664v4 · doi: 10.48550/arxiv.2404.03664 · pith_short_12: HM5HOXDRJHOF · pith_short_16: HM5HOXDRJHOFWGVL · pith_short_8: HM5HOXDR

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/HM5HOXDRJHOFWGVLWDSMQYOQ3Y \
  | 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: 3b3a775c7149dc5b1aabb0e4c861d0de3a57854d1a99159ad9a0d02f4d8c8871

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "723ec501c7e73ec1916d9ab0a2b6ebce89f28b1ac4155270482380fde9501170",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-16T10:56:15Z",
    "title_canon_sha256": "ba5b6272241087f15218e600858630915c621d8ad40becdff7af57cb253d68bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.03664",
    "kind": "arxiv",
    "version": 4
  }
}