Pith Number

pith:XUMG72KJ

pith:2026:XUMG72KJMZWD7RKZWCOYR4HXL3

not attested not anchored not stored refs pending

Probabilistic Agents in Deterministic Audits: Evaluating Multi-Agent Systems for Automated Audits Based on the German IT-Grundschutz

Lea Roxanne Muth, Marian Margraf

arxiv:2606.25622 v1 · 2026-06-24 · 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{XUMG72KJMZWD7RKZWCOYR4HXL3}

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	2026-06-25T01:18:10.715702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd186fe949666c3fc559b09d88f0f75ee2c1911d85f2a76cf76622d22fa55cc9

Aliases

arxiv: 2606.25622 · arxiv_version: 2606.25622v1 · doi: 10.48550/arxiv.2606.25622 · pith_short_12: XUMG72KJMZWD · pith_short_16: XUMG72KJMZWD7RKZ · pith_short_8: XUMG72KJ

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/XUMG72KJMZWD7RKZWCOYR4HXL3 \
  | 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: bd186fe949666c3fc559b09d88f0f75ee2c1911d85f2a76cf76622d22fa55cc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d1ebfe97151ced1a402dd11dbb99999980355668347cda457a3b9355e0713a4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-06-24T09:31:06Z",
    "title_canon_sha256": "4ffe377045f23e1a0c1c000f83b65dbbb996574bb7de214459b969fa6585affd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.25622",
    "kind": "arxiv",
    "version": 1
  }
}