Pith Number

pith:FXVGGHO5

pith:2025:FXVGGHO5ZQLRUBULEDHWFJSBXN

not attested not anchored not stored refs pending

Harnessing the Power of LLMs, Informers and Decision Transformers for Intent-driven RAN Management in 6G

Majid Bavand, Md Arafat Habib, Medhat Elsayed, Melike Erol-Kantarci, Pedro Enrique Iturria Rivera, Raimundas Gaigalas, Yigit Ozcan

arxiv:2505.01841 v1 · 2025-05-03 · 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{FXVGGHO5ZQLRUBULEDHWFJSBXN}

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	2026-07-05T10:58:05.628559Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2dea631dddcc171a068b20cf62a641bb622049b94b17bfbcc759d6e59096e8e2

Aliases

arxiv: 2505.01841 · arxiv_version: 2505.01841v1 · doi: 10.48550/arxiv.2505.01841 · pith_short_12: FXVGGHO5ZQLR · pith_short_16: FXVGGHO5ZQLRUBUL · pith_short_8: FXVGGHO5

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/FXVGGHO5ZQLRUBULEDHWFJSBXN \
  | 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: 2dea631dddcc171a068b20cf62a641bb622049b94b17bfbcc759d6e59096e8e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a584f6097d89cc522def95de7d40a87735fafb7a05e7809e46e405c9b70a4db0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-05-03T15:11:28Z",
    "title_canon_sha256": "81cf368827cb4fbe78b3ee9efd9ae559ec90fdae331b909c833df8369b34ec2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01841",
    "kind": "arxiv",
    "version": 1
  }
}