Pith Number

pith:6LX4WER7

pith:2026:6LX4WER7LTSW7XYJTTXEZQNZ6C

not attested not anchored not stored refs pending

Nudging Beyond the Comfort Zone: Efficient Strategy-Guided Exploration for RLVR

Chanuk Lee, Minki Kang, Sangwoo Park, Sung Ju Hwang

arxiv:2605.15726 v1 · 2026-05-15 · cs.AI · 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{6LX4WER7LTSW7XYJTTXEZQNZ6C}

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	2026-05-20T00:01:15.092642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2efcb123f5ce56fdf099cee4cc1b9f0b4ed5bb1f92951cbced20a277d54de63

Aliases

arxiv: 2605.15726 · arxiv_version: 2605.15726v1 · doi: 10.48550/arxiv.2605.15726 · pith_short_12: 6LX4WER7LTSW · pith_short_16: 6LX4WER7LTSW7XYJ · pith_short_8: 6LX4WER7

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/6LX4WER7LTSW7XYJTTXEZQNZ6C \
  | 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: f2efcb123f5ce56fdf099cee4cc1b9f0b4ed5bb1f92951cbced20a277d54de63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "771d361f9f7219be9e335f4f3d626e43c2669f8ef7518723eef404568343c4f6",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-15T08:22:59Z",
    "title_canon_sha256": "6b16530f05d5f412008cd3f0469503082c10e9549bd0354dc8df9b3a00572d37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.15726",
    "kind": "arxiv",
    "version": 1
  }
}