Pith Number

pith:6XJTB6SV

pith:2025:6XJTB6SV2QLJUQAGWOBIEEKDZC

not attested not anchored not stored refs pending

Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning

Baisheng Lai, Dacheng Tao, Jieping Ye, Kongcheng Zhang, Mingli Song, Qi Yao, Shunyu Liu, Yingjie Wang

arxiv:2506.08745 v1 · 2025-06-10 · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6XJTB6SV2QLJUQAGWOBIEEKDZC}

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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

10 papers in Pith

Reinforcement Learning without Ground-Truth Solutions can Improve LLMs

Mental-R1: Aligning LLM Reasoning for Mental Health Assessment

Smart Picks in the Dark: Towards Efficient RLVR for Reasoning via Tracing Metacognitive Pivots

GeoMin: Data-Efficient Semi-Supervised RLVR via Geometric Distribution Modeling

Trust Region On-Policy Distillation

Receipt and verification

First computed	2026-07-05T11:19:12.584543Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5d330fa55d4169a4006b382821143c887e98800a2a0b66f99a3ad96b4cc907f

Aliases

arxiv: 2506.08745 · arxiv_version: 2506.08745v1 · doi: 10.48550/arxiv.2506.08745 · pith_short_12: 6XJTB6SV2QLJ · pith_short_16: 6XJTB6SV2QLJUQAG · pith_short_8: 6XJTB6SV

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/6XJTB6SV2QLJUQAGWOBIEEKDZC \
  | 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: f5d330fa55d4169a4006b382821143c887e98800a2a0b66f99a3ad96b4cc907f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93ee5ad9ef88d09a9cf630e7ebf35d17781e25e542d73316f69e270228d07a1b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-10T12:40:39Z",
    "title_canon_sha256": "227090fd0cacc8c55d12f1bac32557e4e21fac1d4f7f02c6e773d082359e94b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08745",
    "kind": "arxiv",
    "version": 1
  }
}