Pith Number

pith:OZQPH7YP

pith:2024:OZQPH7YPVRR4DQA66Q3WBH7J56

not attested not anchored not stored refs pending

SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy

Chaoyu Chen, Cong Liao, Hang Yu, Jianchao Wang, Jianguo Li, Jun Wang, Tingkai Zhang, Wenhui Shi, Xudong Zhao

arxiv:2407.14568 v1 · 2024-07-19 · cs.CL · cs.AI · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZQPH7YPVRR4DQA66Q3WBH7J56}

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

1 paper in Pith

Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"?

Receipt and verification

First computed	2026-07-05T08:46:29.471721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7660f3ff0fac63c1c01ef437609fe9ef8df72cb6ec254b1d3c4ec13a58cc25b5

Aliases

arxiv: 2407.14568 · arxiv_version: 2407.14568v1 · doi: 10.48550/arxiv.2407.14568 · pith_short_12: OZQPH7YPVRR4 · pith_short_16: OZQPH7YPVRR4DQA6 · pith_short_8: OZQPH7YP

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/OZQPH7YPVRR4DQA66Q3WBH7J56 \
  | 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: 7660f3ff0fac63c1c01ef437609fe9ef8df72cb6ec254b1d3c4ec13a58cc25b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af9863086291a3f819749cf5be40cc82258e47484f127fd9b60bcd42b0759c02",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-19T06:01:57Z",
    "title_canon_sha256": "f5c90717d5c51273922b8eccbc8568595aab0c018f719225df57c79aa7e7b990"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.14568",
    "kind": "arxiv",
    "version": 1
  }
}