Pith Number

pith:7V2PPSZP

pith:2025:7V2PPSZPN7OCMO2CVAROVSHTF4

not attested not anchored not stored refs pending

Frequency Point Game Environment for UAVs via Expert Knowledge and Large Language Model

Fengxian Ji, Hang Zhang, Jingpu Yang, Mingjie Wang, Wenrui Ding, Yizhe Luo, Yufeng Wang

arxiv:2508.02757 v2 · 2025-08-03 · cs.MA · cs.GT · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7V2PPSZPN7OCMO2CVAROVSHTF4}

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	2026-07-05T11:52:22.956963Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd74f7cb2f6fdc263b42a822eac8f32f2cd7ca48d6237c8ccfc696e52528ee6d

Aliases

arxiv: 2508.02757 · arxiv_version: 2508.02757v2 · doi: 10.48550/arxiv.2508.02757 · pith_short_12: 7V2PPSZPN7OC · pith_short_16: 7V2PPSZPN7OCMO2C · pith_short_8: 7V2PPSZP

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/7V2PPSZPN7OCMO2CVAROVSHTF4 \
  | 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: fd74f7cb2f6fdc263b42a822eac8f32f2cd7ca48d6237c8ccfc696e52528ee6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03fa51dfe79f76b3d4d13da757c729926d0aed6302f61ea48620ddd316c26b7f",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-08-03T16:39:34Z",
    "title_canon_sha256": "79b375666a2e360f154525e62dba1c47195ab5438b83ec720359f18ccd9e9b5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02757",
    "kind": "arxiv",
    "version": 2
  }
}