Pith. sign in
Pith Number

pith:QUMH2KZB

pith:2025:QUMH2KZBQW44QENA2FMJVDYWF5
not attested not anchored not stored refs pending

Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander

Lei Chen, Li Wang, Qizhen Wu

arxiv:2507.11079 v1 · 2025-07-15 · cs.AI

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\usepackage{pith}
\pithnumber{QUMH2KZBQW44QENA2FMJVDYWF5}

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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 2026-07-05T11:37:31.578418Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

85187d2b2185b9c811a0d1589a8f162f6b76840df5bdf21f89fbf103602e8568

Aliases

arxiv: 2507.11079 · arxiv_version: 2507.11079v1 · doi: 10.48550/arxiv.2507.11079 · pith_short_12: QUMH2KZBQW44 · pith_short_16: QUMH2KZBQW44QENA · pith_short_8: QUMH2KZB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QUMH2KZBQW44QENA2FMJVDYWF5 \
  | 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: 85187d2b2185b9c811a0d1589a8f162f6b76840df5bdf21f89fbf103602e8568
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "564c5b522c8a1495f2ab36ff6fa103174d2775a26191d790613f1cdcdc6d8045",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-15T08:22:37Z",
    "title_canon_sha256": "8891e329c788839c318796072a2fe69145ef64826f61932e4c00cc78a90ee390"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.11079",
    "kind": "arxiv",
    "version": 1
  }
}