Pith Number

pith:IW3H3ZBX

pith:2025:IW3H3ZBX5BAOOCEQWZCTFI27S4

not attested not anchored not stored refs pending

ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL

Haiqin Yang, Pingfu Chao, Tianyu Yang, Wenhao Jiang, Wenxuan Xie, Xialie Zhuang, Yaxun Dai, Yiying Yang, Yuhang Zhao

arxiv:2505.12768 v2 · 2025-05-19 · 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{IW3H3ZBX5BAOOCEQWZCTFI27S4}

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

3 papers in Pith

Progress-SQL: Improving Reinforcement Learning for Text-to-SQL via Progressive Rewards

A Survey of Reinforcement Learning for Large Reasoning Models

Draft-Refine-Optimize: Self-Evolved Learning for Natural Language to MongoDB Query Generation

Receipt and verification

First computed	2026-07-05T11:05:45.643330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45b67de437e840e70890b64532a35f9726c33b59e474d77b1ee12c1dfd3b94a9

Aliases

arxiv: 2505.12768 · arxiv_version: 2505.12768v2 · doi: 10.48550/arxiv.2505.12768 · pith_short_12: IW3H3ZBX5BAO · pith_short_16: IW3H3ZBX5BAOOCEQ · pith_short_8: IW3H3ZBX

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/IW3H3ZBX5BAOOCEQWZCTFI27S4 \
  | 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: 45b67de437e840e70890b64532a35f9726c33b59e474d77b1ee12c1dfd3b94a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0112b61237553160520900d09dbdd26cc674d9263bf156e21c29aa471727b46c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-19T06:46:47Z",
    "title_canon_sha256": "a954dd6a24422d47ef7c5f5bcfb1beffbc6fe27725994a233d074e6baa45cc83"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12768",
    "kind": "arxiv",
    "version": 2
  }
}