Pith Number

pith:27CWJ25P

pith:2025:27CWJ25PR3E4MLPLLURBBCFAG5

not attested not anchored not stored refs pending

Reasoning Language Models for Root Cause Analysis in 5G Wireless Networks

Antonio De Domenico, Fadhel Ayed, Haozhe Zhang, Merouane Debbah, Mohamed Sana, Nicola Piovesan, Yibin Kang

arxiv:2507.21974 v1 · 2025-07-29 · cs.AI · 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{27CWJ25PR3E4MLPLLURBBCFAG5}

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

3 papers in Pith

HPO: Hysteretic Policy Optimization for Stable and Efficient Training under Sparse-Reward Regime

PropLLM: Propagation-Aware Scene Reconstruction for Network Fault Diagnosis

TeleCom-Bench: How Far Are Large Language Models from Industrial Telecommunication Applications?

Receipt and verification

First computed	2026-07-05T11:45:10.823667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7c564ebaf8ec9c62deb5d221088a0377cea752619e96bb71c58db3af29b2b71

Aliases

arxiv: 2507.21974 · arxiv_version: 2507.21974v1 · doi: 10.48550/arxiv.2507.21974 · pith_short_12: 27CWJ25PR3E4 · pith_short_16: 27CWJ25PR3E4MLPL · pith_short_8: 27CWJ25P

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/27CWJ25PR3E4MLPLLURBBCFAG5 \
  | 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: d7c564ebaf8ec9c62deb5d221088a0377cea752619e96bb71c58db3af29b2b71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fae1df8cffdf37415933bb3316818299c0ac593545d4b9474c76a4acd5302d8",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-29T16:21:42Z",
    "title_canon_sha256": "9106ea9aa8f33071a6babb4684bff194eeb3c5e4a68b7f2a9fd4ef516cd515df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21974",
    "kind": "arxiv",
    "version": 1
  }
}