Pith Number

pith:TUQF5QKZ

pith:2025:TUQF5QKZADGRV3CLONBFMGPKPR

not attested not anchored not stored refs pending

Exploring the Landscape of Text-to-SQL with Large Language Models: Progresses, Challenges and Opportunities

Chuanyi Liu, Cuiyun Gao, Jiyu Guo, Peiyi Han, Qing Ling, Wenxin Mao, Yiming Huang

arxiv:2505.23838 v1 · 2025-05-28 · cs.CL · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TUQF5QKZADGRV3CLONBFMGPKPR}

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.

Receipt and verification

First computed	2026-07-05T11:12:36.442634Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9d205ec15900cd1aec4b73425619ea7c52f09c3af9332b5cf7d831c9a240d265

Aliases

arxiv: 2505.23838 · arxiv_version: 2505.23838v1 · doi: 10.48550/arxiv.2505.23838 · pith_short_12: TUQF5QKZADGR · pith_short_16: TUQF5QKZADGRV3CL · pith_short_8: TUQF5QKZ

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/TUQF5QKZADGRV3CLONBFMGPKPR \
  | 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: 9d205ec15900cd1aec4b73425619ea7c52f09c3af9332b5cf7d831c9a240d265

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1eb7bccc87ec691d468128139312bd80e0249360cdb5b8b90c0be19c7bbc2a53",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-28T13:23:38Z",
    "title_canon_sha256": "9028585ad77dd05e955c7c9ae30d4223bdcc5527ee802509efd82a47fc24f78c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23838",
    "kind": "arxiv",
    "version": 1
  }
}