Pith Number

pith:6M5LXFAZ

pith:2025:6M5LXFAZMMR53SVRAW2ALTM7IX

not attested not anchored not stored refs pending

CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning

Lei Sheng, Shuai-Shuai Xu

arxiv:2505.13271 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{6M5LXFAZMMR53SVRAW2ALTM7IX}

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

DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework

SpotIt+: Verification-based Text-to-SQL Evaluation with Database Constraints

Data-aware candidate selection in NL2SQL translation via small separating instances

LEAF-SQL: Level-wise Exploration with Adaptive Fine-graining for Text-to-SQL Skeleton Prediction

Receipt and verification

First computed	2026-07-05T11:29:11.599485Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f33abb94196323ddcab105b405cd9f45c6bfdaad60da2707584c8f28406b6437

Aliases

arxiv: 2505.13271 · arxiv_version: 2505.13271v2 · doi: 10.48550/arxiv.2505.13271 · pith_short_12: 6M5LXFAZMMR5 · pith_short_16: 6M5LXFAZMMR53SVR · pith_short_8: 6M5LXFAZ

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/6M5LXFAZMMR53SVRAW2ALTM7IX \
  | 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: f33abb94196323ddcab105b405cd9f45c6bfdaad60da2707584c8f28406b6437

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0cc5d2fec7b9564ba975c9d9d47de400563e10ef2d18ef74839fdfcba88af418",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-19T15:52:19Z",
    "title_canon_sha256": "0d7b7276a8acf0e1ec36b5a865c3f6f347d19f3cab2de6039e317d522ad6e6ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13271",
    "kind": "arxiv",
    "version": 2
  }
}