Pith Number

pith:U5AEKMQX

pith:2026:U5AEKMQXWS2IXYE5ZESDQRL5UO

not attested not anchored not stored refs pending

Closed-Loop Control with Rule-Aligned Small Language Models and Multi-Agent Self-Correction

Javal Vyas, Mehmet Mercangoz, Tong Liu, Yuchen Wang

arxiv:2607.09713 v1 · 2026-06-24 · cs.AI · cs.MA · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U5AEKMQXWS2IXYE5ZESDQRL5UO}

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	2026-07-14T00:18:31.709179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a740453217b4b48be09dc92438457da3ab4c6b25211c6427d58d879ea938589f

Aliases

arxiv: 2607.09713 · arxiv_version: 2607.09713v1 · doi: 10.48550/arxiv.2607.09713 · pith_short_12: U5AEKMQXWS2I · pith_short_16: U5AEKMQXWS2IXYE5 · pith_short_8: U5AEKMQX

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/U5AEKMQXWS2IXYE5ZESDQRL5UO \
  | 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: a740453217b4b48be09dc92438457da3ab4c6b25211c6427d58d879ea938589f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04cbea412a1ed6249a36d2f8aaa4f52cdeb521e8eb8f8e7164ac5ed97db7fc59",
    "cross_cats_sorted": [
      "cs.MA",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-24T13:49:01Z",
    "title_canon_sha256": "4dbd0c4a7133865fa184bdf9f0706df4ae4a97312c536139ce6f8a6f37530632"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.09713",
    "kind": "arxiv",
    "version": 1
  }
}