Pith Number

pith:G4R5QL4Y

pith:2024:G4R5QL4YZGQ6KIG5S2JNAZDPP7

not attested not anchored not stored refs pending

Large Language Models (LLMs) for Semantic Communication in Edge-based IoT Networks

Alakesh Kalita

arxiv:2407.20970 v1 · 2024-07-30 · 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{G4R5QL4YZGQ6KIG5S2JNAZDPP7}

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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

Talk with the Things: Integrating LLMs into IoT Networks

Receipt and verification

First computed	2026-07-05T08:50:21.615457Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3723d82f98c9a1e520dd9692d0646f7fc5480079bab905baf8f0e05f40479e0d

Aliases

arxiv: 2407.20970 · arxiv_version: 2407.20970v1 · doi: 10.48550/arxiv.2407.20970 · pith_short_12: G4R5QL4YZGQ6 · pith_short_16: G4R5QL4YZGQ6KIG5 · pith_short_8: G4R5QL4Y

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/G4R5QL4YZGQ6KIG5S2JNAZDPP7 \
  | 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: 3723d82f98c9a1e520dd9692d0646f7fc5480079bab905baf8f0e05f40479e0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d8e7a632098075080660c1cc7aa3c80345bf9ab0f5397d14d7c61edb1a93e8a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-07-30T16:57:41Z",
    "title_canon_sha256": "13e7690fe8c2f844cf28747da564a05ab68efd3482285d6a6bd1fa317a779920"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.20970",
    "kind": "arxiv",
    "version": 1
  }
}