Pith Number

pith:U2Z32UMJ

pith:2024:U2Z32UMJSCTAN3EQCDNNNPY7DA

not attested not anchored not stored refs pending

Large Language Models for Networking: Workflow, Advances and Challenges

Chang Liu, Xiaohui Xie, Xinggong Zhang, Yong Cui

arxiv:2404.12901 v2 · 2024-04-19 · 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{U2Z32UMJSCTAN3EQCDNNNPY7DA}

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

Toward Agentic SysAdmin: Rethinking System Administration with AI Agents

Retrieval-Augmented Generation with Graphs (GraphRAG)

Receipt and verification

First computed	2026-07-05T08:13:13.596129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6b3bd518990a606ec9010dad6bf1f180248c4070fbb8e316988e600051c9fe9

Aliases

arxiv: 2404.12901 · arxiv_version: 2404.12901v2 · doi: 10.48550/arxiv.2404.12901 · pith_short_12: U2Z32UMJSCTA · pith_short_16: U2Z32UMJSCTAN3EQ · pith_short_8: U2Z32UMJ

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/U2Z32UMJSCTAN3EQCDNNNPY7DA \
  | 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: a6b3bd518990a606ec9010dad6bf1f180248c4070fbb8e316988e600051c9fe9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f93df358f5d96a0fa37125f46a5bfd2297d21e418ab2056bede43ebb1ab6ce45",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-04-19T14:17:02Z",
    "title_canon_sha256": "903809ae657a80c48246e33b58412b16de91a035951b29f49bafc81ba52fc91c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.12901",
    "kind": "arxiv",
    "version": 2
  }
}