Pith Number

pith:VM3TJCKL

pith:2026:VM3TJCKLJ7PFJTJQOGP372PP3A

not attested not anchored not stored refs pending

LEEPS: Latent-Guided Explore-Exploit Prompt Sampling for Efficient RLVR in Large Language Models

Guowei Wang, Haoyang Zhou, Shuang Liang, Xiting Wang, Yifan Gong

arxiv:2607.28077 v1 · 2026-07-30 · 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{VM3TJCKLJ7PFJTJQOGP372PP3A}

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	2026-07-31T01:35:34.197888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

ab3734894b4fde54cd30719fbfe9efd81cd70ac968a249e456889f8f04844222

Aliases

arxiv: 2607.28077 · arxiv_version: 2607.28077v1 · doi: 10.48550/arxiv.2607.28077 · pith_short_12: VM3TJCKLJ7PF · pith_short_16: VM3TJCKLJ7PFJTJQ · pith_short_8: VM3TJCKL

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/VM3TJCKLJ7PFJTJQOGP372PP3A \
  | 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: ab3734894b4fde54cd30719fbfe9efd81cd70ac968a249e456889f8f04844222

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5ca634331c4e6a8895ba67dac7cd939d8bdddc1d09de8457b293819288212568",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-07-30T11:50:10Z",
    "title_canon_sha256": "5be70659af0d9df8b70b8605ef11aefe3f5b1b961bc2ecda1dd1c57c44446c70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.28077",
    "kind": "arxiv",
    "version": 1
  }
}