Pith Number

pith:MPZOQXGX

pith:2026:MPZOQXGXPNPE24I5BSFW6ZUCBW

not attested not anchored not stored refs pending

Less is More: Early Stopping Rollout for On-Policy Distillation

Demetri Terzopoulos, Huacong Tang, Jiaqi Li, Ying Nian Wu, Zhou Ziheng

arxiv:2605.27028 v1 · 2026-05-26 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MPZOQXGXPNPE24I5BSFW6ZUCBW}

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.

Cited by

1 paper in Pith

DanceOPD: On-Policy Generative Field Distillation

Receipt and verification

First computed	2026-05-27T01:06:24.860782Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63f2e85cd77b5e4d711d0c8b6f66820dab2c0df89743bcee1cae16559dd07e71

Aliases

arxiv: 2605.27028 · arxiv_version: 2605.27028v1 · doi: 10.48550/arxiv.2605.27028 · pith_short_12: MPZOQXGXPNPE · pith_short_16: MPZOQXGXPNPE24I5 · pith_short_8: MPZOQXGX

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/MPZOQXGXPNPE24I5BSFW6ZUCBW \
  | 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: 63f2e85cd77b5e4d711d0c8b6f66820dab2c0df89743bcee1cae16559dd07e71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b906dbab55608dfb9f4f8867fc3f801591588ae220e8fc0a26a9ae91ab06dd54",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-26T13:49:37Z",
    "title_canon_sha256": "69566d72d8cb0d6692b7d835971120360d1ebe70f6df616d08fac2c72f4885f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.27028",
    "kind": "arxiv",
    "version": 1
  }
}