Pith. sign in
Pith Number

pith:2GNJ7ITK

pith:2025:2GNJ7ITK2DQO4FOBKZB2GTUZGP
not attested not anchored not stored refs pending

Temporal Spectrum Cartography in Low-Altitude Economy Networks: A Generative AI Framework with Multi-Agent Learning

Abbas Jamalipour, Changyuan Zhao, Dong In Kim, Dusit Niyato, Geng Sun, Hongyang Du, Jiacheng Wang, Ruichen Zhang, Zan Li

arxiv:2505.15571 v1 · 2025-05-21 · eess.SP

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\usepackage{pith}
\pithnumber{2GNJ7ITK2DQO4FOBKZB2GTUZGP}

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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 2026-07-05T11:06:47.930330Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d19a9fa26ad0e0ee15c15643a34e9933e8bd2dffc5a7e534e22edc10776d53fe

Aliases

arxiv: 2505.15571 · arxiv_version: 2505.15571v1 · doi: 10.48550/arxiv.2505.15571 · pith_short_12: 2GNJ7ITK2DQO · pith_short_16: 2GNJ7ITK2DQO4FOB · pith_short_8: 2GNJ7ITK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2GNJ7ITK2DQO4FOBKZB2GTUZGP \
  | 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: d19a9fa26ad0e0ee15c15643a34e9933e8bd2dffc5a7e534e22edc10776d53fe
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "83c94c28a5457f5e2e8131accdbdb3ae70491fd09147e41a6c9eacfbc91358ff",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-05-21T14:25:31Z",
    "title_canon_sha256": "0ec374c582192b9287c9286c07ca69951e3dcd3d7d6b981576aa9735d546d3ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15571",
    "kind": "arxiv",
    "version": 1
  }
}