Pith Number

pith:QQLBYKIG

pith:2024:QQLBYKIGOPWEQPIVYCUD4MRFNQ

not attested not anchored not stored refs pending

When Graph Meets Retrieval Augmented Generation for Wireless Networks: A Tutorial and Case Study

Dusit Niyato, Ruichen Zhang, Shiwen Mao, Yang Xiong, Ying-Chang Liang, Yinqiu Liu, Zehui Xiong

arxiv:2412.07189 v1 · 2024-12-10 · 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{QQLBYKIGOPWEQPIVYCUD4MRFNQ}

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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

Benchmarking Vector, Graph and Hybrid Retrieval Augmented Generation (RAG) Pipelines for Open Radio Access Networks (ORAN)

Receipt and verification

First computed	2026-07-05T09:47:05.660657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84161c290673ec483d15c0a83e32256c1f8262a34c5fe9eb7879d834df11dfae

Aliases

arxiv: 2412.07189 · arxiv_version: 2412.07189v1 · doi: 10.48550/arxiv.2412.07189 · pith_short_12: QQLBYKIGOPWE · pith_short_16: QQLBYKIGOPWEQPIV · pith_short_8: QQLBYKIG

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/QQLBYKIGOPWEQPIVYCUD4MRFNQ \
  | 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: 84161c290673ec483d15c0a83e32256c1f8262a34c5fe9eb7879d834df11dfae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f4994f12e8a70fbe60b52491abdf2b57564aafecb5861c091af5beb619055fd",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-12-10T04:55:57Z",
    "title_canon_sha256": "afd7d3609c73cd153f31d475453b703215f68691abe4b5312d3407952db123f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07189",
    "kind": "arxiv",
    "version": 1
  }
}