Pith Number

pith:KP7HYAY4

pith:2024:KP7HYAY4XMETS6OQKKMZ2HINCP

not attested not anchored not stored refs pending

Using Large Language Models to Understand Telecom Standards

Alexandros Nikou, Athanasios Karapantelakis, Christian Orlog, Doumitrou Daniil Nimara, Farnaz Moradi, Fitsum Gaim, Henrik Holm, Mukesh Thakur, Vincent Huang

arxiv:2404.02929 v2 · 2024-04-02 · cs.CL · 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{KP7HYAY4XMETS6OQKKMZ2HINCP}

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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

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

Receipt and verification

First computed	2026-07-05T08:07:16.433277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53fe7c031cbb093979d052999d1d0d13d33b9d3b4dc5c90c7fd744e43e28c916

Aliases

arxiv: 2404.02929 · arxiv_version: 2404.02929v2 · doi: 10.48550/arxiv.2404.02929 · pith_short_12: KP7HYAY4XMET · pith_short_16: KP7HYAY4XMETS6OQ · pith_short_8: KP7HYAY4

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/KP7HYAY4XMETS6OQKKMZ2HINCP \
  | 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: 53fe7c031cbb093979d052999d1d0d13d33b9d3b4dc5c90c7fd744e43e28c916

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cfaf86545ac03c25ab381726f25dba1e839e6ce1b0240ae6c3d44cef4c541d81",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-02T09:54:51Z",
    "title_canon_sha256": "d99228162d4d8d224b2e983cee807b352ce293db15f87ac6fa047105fcf56a2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.02929",
    "kind": "arxiv",
    "version": 2
  }
}