Pith. sign in
Pith Number

pith:QR5MZ3KU

pith:2025:QR5MZ3KU3FQEVTZS3NP3IRJV64
not attested not anchored not stored refs pending

AutoGen Driven Multi Agent Framework for Iterative Crime Data Analysis and Prediction

Asifullah Khan, Noman Ahmed, Syeda Kisaa Fatima, Tehreem Zubair

arxiv:2506.11475 v2 · 2025-06-13 · cs.MA · cs.CL · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QR5MZ3KU3FQEVTZS3NP3IRJV64}

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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 2026-07-05T11:39:55.082032Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

847acced54d9604acf32db5fb44535f72fb0fb94beb0696fa58f23ba30757205

Aliases

arxiv: 2506.11475 · arxiv_version: 2506.11475v2 · doi: 10.48550/arxiv.2506.11475 · pith_short_12: QR5MZ3KU3FQE · pith_short_16: QR5MZ3KU3FQEVTZS · pith_short_8: QR5MZ3KU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QR5MZ3KU3FQEVTZS3NP3IRJV64 \
  | 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: 847acced54d9604acf32db5fb44535f72fb0fb94beb0696fa58f23ba30757205
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f1c6c9712696345a52b49dd5d70650bfa15405834250393d21fedb2d7404a258",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-06-13T05:39:28Z",
    "title_canon_sha256": "cd36ea9864751f259fee403d63f802dd303cc3643ae11258ccc47892cc86df6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11475",
    "kind": "arxiv",
    "version": 2
  }
}