Pith Number

pith:YGL7KTZT

pith:2025:YGL7KTZTU4DD4X72DUYE5PP7UR

not attested not anchored not stored refs pending

Bayesian-Driven Graph Reasoning for Active Radio Map Construction

Chan-Byoung Chae, H. Vincent Poor, Liuqing Yang, Miaowen Wen, Shijian Gao, Wenlihan Lu, Yuxuan Liang

arxiv:2508.09142 v2 · 2025-07-29 · eess.SP · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YGL7KTZTU4DD4X72DUYE5PP7UR}

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.

Cited by

1 paper in Pith

Radio Environment Mapping with World Models for Active Measurement Control: Should Networks Dream of Optimal Control?

Receipt and verification

First computed	2026-07-05T11:57:38.744431Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c197f54f33a7063e5ffa1d304ebdffa447cc745dbce39c60420307437f0c4143

Aliases

arxiv: 2508.09142 · arxiv_version: 2508.09142v2 · doi: 10.48550/arxiv.2508.09142 · pith_short_12: YGL7KTZTU4DD · pith_short_16: YGL7KTZTU4DD4X72 · pith_short_8: YGL7KTZT

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/YGL7KTZTU4DD4X72DUYE5PP7UR \
  | 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: c197f54f33a7063e5ffa1d304ebdffa447cc745dbce39c60420307437f0c4143

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45d6e6c70730f2de3ee127690e767703d6e8469efa9770b6bf4d1644f858b31e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-07-29T03:32:01Z",
    "title_canon_sha256": "ae28aed346d68fce39c4ba62e7fff8daddb9924e9bec06274e83a43109609ca0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09142",
    "kind": "arxiv",
    "version": 2
  }
}