Pith Number

pith:7TVFGYSU

pith:2025:7TVFGYSUE73UM2EGIXPOH26OL5

not attested not anchored not stored refs pending

TemplateRL: Structured Template-Guided Reinforcement Learning for LLM Reasoning

Chonghua Liao, Haoran Luo, Huazhe Xu, Jianhua Tao, Jinyang Wu, Ling Yang, Mingkuan Feng, Shuai Zhang, Zhengqi Wen

arxiv:2505.15692 v5 · 2025-05-21 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7TVFGYSUE73UM2EGIXPOH26OL5}

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

4 papers in Pith

EvoCoT: Overcoming the Exploration Bottleneck in Reinforcement Learning

SFT-then-RL Outperforms Mixed-Policy Methods for LLM Reasoning

Decouple before Integration: Test-time Synthesis of SFT and RLVR Task Vectors

Large Language Model Post-Training: A Unified View of Off-Policy and On-Policy Learning

Receipt and verification

First computed	2026-05-20T00:00:20.136359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fcea53625427f746688645dee3ebce5f6d1f7b2dafe8968854e5f1dcb38b2982

Aliases

arxiv: 2505.15692 · arxiv_version: 2505.15692v5 · doi: 10.48550/arxiv.2505.15692 · pith_short_12: 7TVFGYSUE73U · pith_short_16: 7TVFGYSUE73UM2EG · pith_short_8: 7TVFGYSU

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/7TVFGYSUE73UM2EGIXPOH26OL5 \
  | 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: fcea53625427f746688645dee3ebce5f6d1f7b2dafe8968854e5f1dcb38b2982

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "562870bc9c6d93f8909fff6501d037b6c81241a9e8f78569afdae24d65cdc70e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-21T16:06:10Z",
    "title_canon_sha256": "116ddaa3dcc5fa075df3a4d73a82a493286017b72d81a2d833da7df23115b7b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15692",
    "kind": "arxiv",
    "version": 5
  }
}