Pith Number

pith:WW6XXKX6

pith:2024:WW6XXKX6OYBDEIDEUL5I26ZNWG

not attested not anchored not stored refs pending

PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency

Bin Zhang, Guoqing Du, Hangyu Mao, Jingjing Zhao, Rui Zhao, Sun Yang, Xiang Wang, Xiaoru Hu, Yuxiao Ye, Zhishuai Li, Ziyue Li

arxiv:2403.09732 v4 · 2024-03-13 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WW6XXKX6OYBDEIDEUL5I26ZNWG}

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

7 papers in Pith

Database Context Compression for Text-to-SQL on Real-World Large Databases

EXPO-SQL: Execution-based Clause-level Policy Optimization for Text-to-SQL

CHESS: Contextual Harnessing for Efficient SQL Synthesis

XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL

LLM-Based SQL Generation: Prompting, Self-Refinement, and Adaptive Weighted Majority Voting

Receipt and verification

First computed	2026-07-05T08:26:21.747475Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5bd7baafe7602322064a2fa8d7b2db1b772ee5e2590c0ad258acdb1573fd683

Aliases

arxiv: 2403.09732 · arxiv_version: 2403.09732v4 · doi: 10.48550/arxiv.2403.09732 · pith_short_12: WW6XXKX6OYBD · pith_short_16: WW6XXKX6OYBDEIDE · pith_short_8: WW6XXKX6

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/WW6XXKX6OYBDEIDEUL5I26ZNWG \
  | 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: b5bd7baafe7602322064a2fa8d7b2db1b772ee5e2590c0ad258acdb1573fd683

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19e37111c56a220f8358c941c148ae461a531dccdda0cca23eb130cee648f9e2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-13T02:32:41Z",
    "title_canon_sha256": "676369cf4581073ec3835218b8d12f95bb11c03e601562f2e7379ff86067d23e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.09732",
    "kind": "arxiv",
    "version": 4
  }
}