Pith Number

pith:YA2JJ6UI

pith:2023:YA2JJ6UINONBTILIM2WCBDPFOT

not attested not anchored not stored refs pending

Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation

Bolin Ding, Dawei Gao, Haibin Wang, Jingren Zhou, Xiuyu Sun, Yaliang Li, Yichen Qian

arxiv:2308.15363 v4 · 2023-08-29 · cs.DB · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YA2JJ6UINONBTILIM2WCBDPFOT}

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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

27 papers in Pith

SingGuard: A Policy-Adaptive Multimodal LLM Guardrail with Dynamic Reasoning

TAHOE: Text-to-SQL with Automated Hint Optimization from Experience

SOMA-SQL: Resolving Multi-Source Ambiguity in NL-to-SQL via Synthetic Log and Execution Probing

Data Flow Control: Data Safety Policies for AI Agents

ACE-SQL: Adaptive Co-Optimization via Empirical Credit Assignment for Text-to-SQL

Receipt and verification

First computed	2026-07-05T07:14:16.906385Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c03494fa886b9a19a16866ac208de574fa7a1ac1c696d3e28b030eca98a5083a

Aliases

arxiv: 2308.15363 · arxiv_version: 2308.15363v4 · doi: 10.48550/arxiv.2308.15363 · pith_short_12: YA2JJ6UINONB · pith_short_16: YA2JJ6UINONBTILI · pith_short_8: YA2JJ6UI

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/YA2JJ6UINONBTILIM2WCBDPFOT \
  | 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: c03494fa886b9a19a16866ac208de574fa7a1ac1c696d3e28b030eca98a5083a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6fac0a6e7365220d8c8dccec2115595b70ae45f032111ea353946187adca5d40",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2023-08-29T14:59:54Z",
    "title_canon_sha256": "f4aac6c9048669f57888e4ab138d84e093337259834a9151d155c7af7f391c64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.15363",
    "kind": "arxiv",
    "version": 4
  }
}