Pith Number

pith:6QYN4KXG

pith:2024:6QYN4KXG5ACS4UHKQRGIE2RMGH

not attested not anchored not stored refs pending

TelecomGPT: A Framework to Build Telecom-Specfic Large Language Models

Faouzi Bader, Hang Zou, Lina Bariah, Merouane Debbah, Qiyang Zhao, Thierry Lestable, Yu Tian

arxiv:2407.09424 v1 · 2024-07-12 · eess.SP · 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{6QYN4KXG5ACS4UHKQRGIE2RMGH}

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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

2 papers in Pith

MM-Telco: Benchmarks and Multimodal Large Language Models for Telecom Applications

When Does Multimodal AI Help? Diagnostic Complementarity of Vision-Language Models and CNNs for Spectrum Management in Satellite-Terrestrial Networks

Receipt and verification

First computed	2026-07-05T08:43:18.940142Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f430de2ae6e8052e50ea844c826a2c31d67a9349a482aa8d9187978604211196

Aliases

arxiv: 2407.09424 · arxiv_version: 2407.09424v1 · doi: 10.48550/arxiv.2407.09424 · pith_short_12: 6QYN4KXG5ACS · pith_short_16: 6QYN4KXG5ACS4UHK · pith_short_8: 6QYN4KXG

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/6QYN4KXG5ACS4UHKQRGIE2RMGH \
  | 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: f430de2ae6e8052e50ea844c826a2c31d67a9349a482aa8d9187978604211196

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61d51b02cac1a9cec984aacb40d0fb13fb75a81bcf1421d45fd670be51b5139e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-07-12T16:51:02Z",
    "title_canon_sha256": "7ee72bdc6bfd7914c95d1cd5da372da4f4a87244eb42ef69e6d948f0ce4e3e7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.09424",
    "kind": "arxiv",
    "version": 1
  }
}