Pith Number

pith:OKLSLVT4

pith:2026:OKLSLVT4VHR5HMYKJK3QZXTYV6

not attested not anchored not stored refs pending

Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models

Dapeng Wu, Hao Gu, Hao Wang, Hongming Piao, Kaixiong Gong, Sirui Han, Xiangyu Yue, Yike Guo, Yuxiao Ye

arxiv:2602.02244 v3 · 2026-02-02 · 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{OKLSLVT4VHR5HMYKJK3QZXTYV6}

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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

4 papers in Pith

When RL Fails after SFT: Rejuvenating Model Plasticity for Robust SFT-to-RL Handoff

Beyond Retrieval: Learning Compact User Representations for Scalable LLM Personalization

Learn where to Click from Yourself: On-Policy Self-Distillation for GUI Grounding

Receipt and verification

First computed	2026-07-15T01:21:49.971298Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

729725d67ca9e3d3b30a4ab70cde78afabe1291136e70c0098279d8872e1f2c7

Aliases

arxiv: 2602.02244 · arxiv_version: 2602.02244v3 · doi: 10.48550/arxiv.2602.02244 · pith_short_12: OKLSLVT4VHR5 · pith_short_16: OKLSLVT4VHR5HMYK · pith_short_8: OKLSLVT4

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/OKLSLVT4VHR5HMYKJK3QZXTYV6 \
  | 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: 729725d67ca9e3d3b30a4ab70cde78afabe1291136e70c0098279d8872e1f2c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b0edf78ea82d42fbcec53138fedfb09279d97a90937ee087e14b0548d242ff3c",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-02T15:53:55Z",
    "title_canon_sha256": "d2b46bfd5c723c037c838aa073af8a12b7faa7f6844d7fd09b33eb8e5a75d6f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.02244",
    "kind": "arxiv",
    "version": 3
  }
}