Pith Number

pith:FLOCTKMF

pith:2023:FLOCTKMFMH6FJHV2JW5KXFLP6C

not attested not anchored not stored refs pending

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Bailin Wang, Binhua Li, Binyuan Hui, Bowen Li, Bowen Qin, Chenhao Ma, Fei Huang, Ge Qu, Guoliang Li, Jiaxi Yang, Jinyang Li, Kevin C.C. Chang, Nan Huo, Reynold Cheng, Rongyu Cao, Ruiying Geng, Xuanhe Zhou, Yongbin Li

arxiv:2305.03111 v3 · 2023-05-04 · 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{FLOCTKMFMH6FJHV2JW5KXFLP6C}

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

12 papers in Pith

Agentic Data Environments

Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows

Data Flow Control: Data Safety Policies for AI Agents

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

SANE Schema-aware Natural-language Evaluation of Biological Data

Receipt and verification

First computed	2026-07-05T07:12:49.756652Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2adc29a98561fc549eba4dbaab956ff08916b1e527055e06cd61fea0c16e21ca

Aliases

arxiv: 2305.03111 · arxiv_version: 2305.03111v3 · doi: 10.48550/arxiv.2305.03111 · pith_short_12: FLOCTKMFMH6F · pith_short_16: FLOCTKMFMH6FJHV2 · pith_short_8: FLOCTKMF

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/FLOCTKMFMH6FJHV2JW5KXFLP6C \
  | 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: 2adc29a98561fc549eba4dbaab956ff08916b1e527055e06cd61fea0c16e21ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b4e076da0d6473459ab71080b863f68d8573afbbe8ce31c9c05285d2701d3b6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-04T19:02:29Z",
    "title_canon_sha256": "19a9da4ce8abc83ade5aa9e74206958a4fdc5dc5f0d1e4cd7d84ab862b07760b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.03111",
    "kind": "arxiv",
    "version": 3
  }
}