Pith Number

pith:RIUOH3EY

pith:2026:RIUOH3EYTBGY4YGUQOUHOIC4IZ

not attested not anchored not stored refs pending

Optimization-as-a-Service via Multi-Agent Large Language Model for Radio Access Networks

Chaoqun You, Rahim Tafazolli, Xingqiu He, Yong Liang Guan, Yue Gao, Yueyue Dai

arxiv:2606.20590 v1 · 2026-05-15 · cs.NI · 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{RIUOH3EYTBGY4YGUQOUHOIC4IZ}

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	2026-06-23T00:11:50.763103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a28e3ec98984d8e60d483a877205c467b50c34625d09379dd771dd70f0bdf77

Aliases

arxiv: 2606.20590 · arxiv_version: 2606.20590v1 · doi: 10.48550/arxiv.2606.20590 · pith_short_12: RIUOH3EYTBGY · pith_short_16: RIUOH3EYTBGY4YGU · pith_short_8: RIUOH3EY

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/RIUOH3EYTBGY4YGUQOUHOIC4IZ \
  | 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: 8a28e3ec98984d8e60d483a877205c467b50c34625d09379dd771dd70f0bdf77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "acc045a4f41703635d52d9da8d3006b893fbbc9c3f1430155aa6a5ce978035d3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2026-05-15T14:14:29Z",
    "title_canon_sha256": "f0030a2d6c72c1a93d04938f7ae7bf1d9b87084e2f68d8e38605fbae171faf6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.20590",
    "kind": "arxiv",
    "version": 1
  }
}