Pith Number

pith:LCTZHSOZ

pith:2026:LCTZHSOZBARZMLCZRGOMNOTWGT

not attested not anchored not stored refs pending

Group-Reflective Self-Distillation for Agentic Reinforcement Learning

Binbin Zheng, Enlei Gong, Guanqun Zhao, Xiaoliang Fu, Xing Ma, Zeyu Chen, Zijun Xie

arxiv:2607.28076 v1 · 2026-07-30 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LCTZHSOZBARZMLCZRGOMNOTWGT}

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	2026-07-31T01:35:34.038999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

58a793c9d90823962c59899cc6ba7634eab931e97765a1a80a90550741a05387

Aliases

arxiv: 2607.28076 · arxiv_version: 2607.28076v1 · doi: 10.48550/arxiv.2607.28076 · pith_short_12: LCTZHSOZBARZ · pith_short_16: LCTZHSOZBARZMLCZ · pith_short_8: LCTZHSOZ

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/LCTZHSOZBARZMLCZRGOMNOTWGT \
  | 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: 58a793c9d90823962c59899cc6ba7634eab931e97765a1a80a90550741a05387

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f75a7f0e782c4cca0714a147cb6142e9faba3aa1967d39bf0d7a15f64a89233d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-30T11:49:46Z",
    "title_canon_sha256": "f4100bad5c864c513c1157acae13676e3aee044f93da353deb29a769d0315ef9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28076",
    "kind": "arxiv",
    "version": 1
  }
}