Pith Number

pith:4T6727KS

pith:2023:4T6727KSEDAO2ISGVOUVXDXTK3

not attested not anchored not stored refs pending

TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge

Ali Maatouk, Antonio De Domenico, Fadhel Ayed, Merouane Debbah, Nicola Piovesan, Zhi-Quan Luo

arxiv:2310.15051 v1 · 2023-10-23 · cs.IT · cs.AI · cs.LG · math.IT

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4T6727KSEDAO2ISGVOUVXDXTK3}

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

2 papers in Pith

Against the Monolithic Wireless World Model: Why NextG Needs Composable and Agentic Intelligence

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

Receipt and verification

First computed	2026-07-05T07:04:05.232869Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4fdfd7d5220c0ed2246aba95b8ef356fe83e8f2c4f6f42320a2e575e6fe8411

Aliases

arxiv: 2310.15051 · arxiv_version: 2310.15051v1 · doi: 10.48550/arxiv.2310.15051 · pith_short_12: 4T6727KSEDAO · pith_short_16: 4T6727KSEDAO2ISG · pith_short_8: 4T6727KS

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/4T6727KSEDAO2ISGVOUVXDXTK3 \
  | 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: e4fdfd7d5220c0ed2246aba95b8ef356fe83e8f2c4f6f42320a2e575e6fe8411

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81d7c7eceec0018a569c67a3c2b9758271f98a7e92df4f6012a1307018406e59",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2023-10-23T15:55:15Z",
    "title_canon_sha256": "e86fd74fe3fd2f98c11debbec72bfba249879e1dd566658a68d002cb463f8d5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.15051",
    "kind": "arxiv",
    "version": 1
  }
}