Pith Number

pith:DUJIARN5

pith:2025:DUJIARN5PCGAWQVIZQZCGSGFEC

not attested not anchored not stored refs pending

FUSION: Forecast-Embedded Agent Scheduling with Service Incentive Optimization over Distributed Air-Ground Edge Networks

Houyi Qi, Liqun Fu, Minghui Liwang, Sai Zou, Seyyedali Hosseinalipour, Wei Ni, Xianbin Wang, Yiguang Hong

arxiv:2512.14323 v4 · 2025-12-16 · cs.NI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DUJIARN5PCGAWQVIZQZCGSGFEC}

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	2026-07-07T02:18:31.703436Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d128045bd788c0b42a8cc322348c520aa5a565615d2d2243b38cb5f6c704bf1

Aliases

arxiv: 2512.14323 · arxiv_version: 2512.14323v4 · doi: 10.48550/arxiv.2512.14323 · pith_short_12: DUJIARN5PCGA · pith_short_16: DUJIARN5PCGAWQVI · pith_short_8: DUJIARN5

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/DUJIARN5PCGAWQVIZQZCGSGFEC \
  | 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: 1d128045bd788c0b42a8cc322348c520aa5a565615d2d2243b38cb5f6c704bf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2575445b88b5b95a3d79aa80e85ed2d238333d78f3a5062b428f2c98ab18dc53",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-12-16T11:41:39Z",
    "title_canon_sha256": "ddb51c6bec507e2a7bf6d54b5d80499958804858584d5e886a3b749bb569de66"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.14323",
    "kind": "arxiv",
    "version": 4
  }
}