Pith Number

pith:KMB3K5DG

pith:2026:KMB3K5DGGPKLEAFGTMGDSN2ED2

not attested not anchored not stored refs pending

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

Jernej Hribar, Ljupcho Milosheski, Ryoichi Shinkuma

arxiv:2605.24028 v1 · 2026-05-20 · eess.SP · 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{KMB3K5DGGPKLEAFGTMGDSN2ED2}

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	2026-05-26T01:02:41.812562Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5303b5746633d4b200a69b0c3937441e89aa4ba87f3be650d00114e057b981d4

Aliases

arxiv: 2605.24028 · arxiv_version: 2605.24028v1 · doi: 10.48550/arxiv.2605.24028 · pith_short_12: KMB3K5DGGPKL · pith_short_16: KMB3K5DGGPKLEAFG · pith_short_8: KMB3K5DG

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/KMB3K5DGGPKLEAFGTMGDSN2ED2 \
  | 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: 5303b5746633d4b200a69b0c3937441e89aa4ba87f3be650d00114e057b981d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae8a0d52891956740ad4bff3e3f3c8fed22b32ca7d775d7c36e753a4ddd0784a",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2026-05-20T17:21:31Z",
    "title_canon_sha256": "702aa72405744605e9bee79ce2e02bc6d38bc560bdacc769e4ef8b968513d618"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24028",
    "kind": "arxiv",
    "version": 1
  }
}