Pith. sign in
Pith Number

pith:FFO3Z7VW

pith:2025:FFO3Z7VWI3JE5ENA2WWPLJSXPT
not attested not anchored not stored refs pending

Towards End-to-End Network Intent Management with Large Language Models

Fabrice Guillemin, Lam Dinh, Sihem Cherrared, Xiaofeng Huang

arxiv:2504.13589 v1 · 2025-04-18 · cs.NI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FFO3Z7VWI3JE5ENA2WWPLJSXPT}

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.
Receipt and verification
First computed 2026-07-05T10:50:58.641634Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

295dbcfeb646d24e91a0d5acf5a6577cc7f4cf13818cafacd55fd817bd8c09bc

Aliases

arxiv: 2504.13589 · arxiv_version: 2504.13589v1 · doi: 10.48550/arxiv.2504.13589 · pith_short_12: FFO3Z7VWI3JE · pith_short_16: FFO3Z7VWI3JE5ENA · pith_short_8: FFO3Z7VW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FFO3Z7VWI3JE5ENA2WWPLJSXPT \
  | 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: 295dbcfeb646d24e91a0d5acf5a6577cc7f4cf13818cafacd55fd817bd8c09bc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fe0c01e97c144f9e01ebb89346a19c8a17ed083444825287b5fb790a60c6223e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2025-04-18T09:41:35Z",
    "title_canon_sha256": "7af6d525d4dfee1b26c25aa0c35dcba88ced26cda3f9c0d51f5c248d28e3b953"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13589",
    "kind": "arxiv",
    "version": 1
  }
}