Pith Number

pith:T46F32PF

pith:2024:T46F32PF433UF6YVVJFOMQCXC2

not attested not anchored not stored refs pending

A Primer on Generative AI for Telecom: From Theory to Practice

Chris Dick, Janaki Vamaraju, Lopamudra Kundu, Maria Amparo Canaveras Galdon, Swastika Dutta, Vinay Raman, Xingqin Lin

arxiv:2408.09031 v1 · 2024-08-16 · 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{T46F32PF433UF6YVVJFOMQCXC2}

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

1 paper in Pith

Concept-Level AI for Telecom: Moving Beyond Large Language Models

Receipt and verification

First computed	2026-07-05T08:56:26.990815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f3c5de9e5e6f742fb15aa4ae6405716a47d89b4fa7684377ac9fb743fac4636

Aliases

arxiv: 2408.09031 · arxiv_version: 2408.09031v1 · doi: 10.48550/arxiv.2408.09031 · pith_short_12: T46F32PF433U · pith_short_16: T46F32PF433UF6YV · pith_short_8: T46F32PF

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/T46F32PF433UF6YVVJFOMQCXC2 \
  | 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: 9f3c5de9e5e6f742fb15aa4ae6405716a47d89b4fa7684377ac9fb743fac4636

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99e039479f208c07eb85045fd12bb2823f4d71091415fa3b46a8dc25c186814b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-08-16T22:00:00Z",
    "title_canon_sha256": "2e0a976438dbbbedf16683f2a3e0d5bc5094f838a3d4f447a6e875d39d9ed400"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.09031",
    "kind": "arxiv",
    "version": 1
  }
}