Pith Number

pith:TTRUBZYX

pith:2024:TTRUBZYXOPRVGXG2LOCCEFZ2R6

not attested not anchored not stored refs pending

Hallucination-aware Optimization for Large Language Model-empowered Communications

Dong In Kim, Dusit Niyato, Guangyuan Liu, Hongyang Du, Kaibin Huang, Ruichen Zhang, Yinqiu Liu, Zehui Xiong

arxiv:2412.06007 v1 · 2024-12-08 · 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{TTRUBZYXOPRVGXG2LOCCEFZ2R6}

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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

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial

Receipt and verification

First computed	2026-07-05T09:46:12.902232Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ce340e71773e3535cda5b8422173a8f8fddf1b4a3a6f1f65310579613e290d6

Aliases

arxiv: 2412.06007 · arxiv_version: 2412.06007v1 · doi: 10.48550/arxiv.2412.06007 · pith_short_12: TTRUBZYXOPRV · pith_short_16: TTRUBZYXOPRVGXG2 · pith_short_8: TTRUBZYX

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/TTRUBZYXOPRVGXG2LOCCEFZ2R6 \
  | 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: 9ce340e71773e3535cda5b8422173a8f8fddf1b4a3a6f1f65310579613e290d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2bafc0a6cddd5ce68b948ab860dcebf4b17c5b1ce43d355fbedccf14c79c48d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-12-08T17:37:32Z",
    "title_canon_sha256": "00b41a8ff0f0c271daa78e52e91f16e43a50b5b354683e77297d0a7483109727"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06007",
    "kind": "arxiv",
    "version": 1
  }
}