Pith Number

pith:OCKOI7KP

pith:2026:OCKOI7KPZAOIONZ2HSRWUI3KVZ

not attested not anchored not stored refs pending

SamatNext v0.2-B: An Exploratory Study of RMS-Normalized Hybrid Decoders for Curriculum Retention in Small Code Models

Samat Zharassov

arxiv:2606.22248 v1 · 2026-06-20 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OCKOI7KPZAOIONZ2HSRWUI3KVZ}

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	2026-06-23T02:13:32.945920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7094e47d4fc81c87373a3ca36a236aae61dbc507d5ac2e5052c4c26e64d2a5c0

Aliases

arxiv: 2606.22248 · arxiv_version: 2606.22248v1 · doi: 10.48550/arxiv.2606.22248 · pith_short_12: OCKOI7KPZAOI · pith_short_16: OCKOI7KPZAOIONZ2 · pith_short_8: OCKOI7KP

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/OCKOI7KPZAOIONZ2HSRWUI3KVZ \
  | 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: 7094e47d4fc81c87373a3ca36a236aae61dbc507d5ac2e5052c4c26e64d2a5c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dc0e6d1684b17440c0d541a86bffbaf61d4dba36b4a6c3614d657e59907dffd9",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-20T22:20:36Z",
    "title_canon_sha256": "f11808aac6331d675a4c9aacd97afe74f019939e974a0856e9e77d8a4aaa1279"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22248",
    "kind": "arxiv",
    "version": 1
  }
}