Pith Number

pith:IY4D5NOQ

pith:2025:IY4D5NOQJGIDL7RDWTUP5RE4WW

not attested not anchored not stored refs pending

Distributed Control of Network Systems in the Space of Stabilizing Graph Neural Network Policies

John Cao, Luca Furieri

arxiv:2512.18540 v2 · 2025-12-20 · eess.SY · cs.LG · cs.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IY4D5NOQJGIDL7RDWTUP5RE4WW}

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	2026-05-27T02:05:09.610086Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46383eb5d0499035fe23b4e8fec49cb5865c3ada66e7159992a63eb060deae83

Aliases

arxiv: 2512.18540 · arxiv_version: 2512.18540v2 · doi: 10.48550/arxiv.2512.18540 · pith_short_12: IY4D5NOQJGID · pith_short_16: IY4D5NOQJGIDL7RD · pith_short_8: IY4D5NOQ

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/IY4D5NOQJGIDL7RDWTUP5RE4WW \
  | 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: 46383eb5d0499035fe23b4e8fec49cb5865c3ada66e7159992a63eb060deae83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad82a55d475cd414bd1a0b54109dcca825f0753b5febd4cf491950fa8bd473f8",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-12-20T23:35:07Z",
    "title_canon_sha256": "40c48ecbfdafcc810dceb963c88952bd659c0f7de89309428e7eb2d539e20384"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.18540",
    "kind": "arxiv",
    "version": 2
  }
}