Pith Number

pith:37IELZL5

pith:2026:37IELZL5YTCH3XHWWHNGWANKX3

not attested not anchored not stored refs pending

Small, Free, and Effective: Orchestrating Open-Weight Small Language Models to Outperform Single LLM for Malware Analysis

Adel ElZemity, Budi Arief, Shujun Li

arxiv:2607.20216 v1 · 2026-07-22 · 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{37IELZL5YTCH3XHWWHNGWANKX3}

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	2026-07-23T01:25:08.158454Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfd045e57dc4c47ddcf6b1da6b01aabef60247d744f96ebd4e859a5f04f36a58

Aliases

arxiv: 2607.20216 · arxiv_version: 2607.20216v1 · doi: 10.48550/arxiv.2607.20216 · pith_short_12: 37IELZL5YTCH · pith_short_16: 37IELZL5YTCH3XHW · pith_short_8: 37IELZL5

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/37IELZL5YTCH3XHWWHNGWANKX3 \
  | 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: dfd045e57dc4c47ddcf6b1da6b01aabef60247d744f96ebd4e859a5f04f36a58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "797dea0f5b49b592729e8f0c4c232b5f9e58dd45047bff007980d36c72a3349b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-22T14:36:10Z",
    "title_canon_sha256": "2171bc00d9423e70703e159053420c5bd384ce1a35ca4f89e60e2186bc0c1193"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20216",
    "kind": "arxiv",
    "version": 1
  }
}