Pith Number

pith:ZEE7CCL5

pith:2026:ZEE7CCL5KRH3UMTVUB5YYDMKUF

not attested not anchored not stored refs pending

MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training

Bangjun Xiao, Bofei Gao, Fuli Luo, Hailin Zhang, Jianyu Wei, Jinhao Dong, Lei Li, Liang Zhao, Qibin Yang, Rang Li, Wenhan Ma, Yudong Wang, Zhifang Sui

arxiv:2606.30406 v1 · 2026-06-29 · cs.CL · 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{ZEE7CCL5KRH3UMTVUB5YYDMKUF}

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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.

Cited by

1 paper in Pith

When Top-K Misses the Decision: Tool-Call Drift in Multi-Teacher On-Policy Distillation

Receipt and verification

First computed	2026-06-30T02:18:14.065835Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c909f1097d544fba3275a07b8c0d8aa14b168f10e7a92c6ff44dfa6a3a80b49a

Aliases

arxiv: 2606.30406 · arxiv_version: 2606.30406v1 · doi: 10.48550/arxiv.2606.30406 · pith_short_12: ZEE7CCL5KRH3 · pith_short_16: ZEE7CCL5KRH3UMTV · pith_short_8: ZEE7CCL5

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/ZEE7CCL5KRH3UMTVUB5YYDMKUF \
  | 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: c909f1097d544fba3275a07b8c0d8aa14b168f10e7a92c6ff44dfa6a3a80b49a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57e66cdfe3c4b1a0d870324b125612c48fc1023189e96a6f6ce24de77d7e919b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-29T14:51:28Z",
    "title_canon_sha256": "a4c8e6ba6f75f4625b309e5303123f2bb8487dd612204dea1ae468bb6b1f9682"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.30406",
    "kind": "arxiv",
    "version": 1
  }
}