Pith Number

pith:WHRKSJ73

pith:2024:WHRKSJ73N37O7UBIHHWQJXAC3L

not attested not anchored not stored refs pending

CodeS: Towards Building Open-source Language Models for Text-to-SQL

Cuiping Li, Hanbing Liu, Haoyang Li, Hong Chen, Hongyan Pan, Jing Zhang, Ju Fan, Jun Zhu, Renjie Wei, Xiaokang Zhang

arxiv:2402.16347 v1 · 2024-02-26 · cs.CL · 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{WHRKSJ73N37O7UBIHHWQJXAC3L}

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

4 papers in Pith

Data Flow Control: Data Safety Policies for AI Agents

CHESS: Contextual Harnessing for Efficient SQL Synthesis

Retrieval-Augmented Generation for AI-Generated Content: A Survey

Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding

Receipt and verification

First computed	2026-07-05T07:49:20.575249Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1e2a927fb6efeefd02839ed04dc02dad3453972d5a86acdd9771f3d13af7eb4

Aliases

arxiv: 2402.16347 · arxiv_version: 2402.16347v1 · doi: 10.48550/arxiv.2402.16347 · pith_short_12: WHRKSJ73N37O · pith_short_16: WHRKSJ73N37O7UBI · pith_short_8: WHRKSJ73

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/WHRKSJ73N37O7UBIHHWQJXAC3L \
  | 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: b1e2a927fb6efeefd02839ed04dc02dad3453972d5a86acdd9771f3d13af7eb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a34a3a39aeb614a2cbc28f8edce5ad7a77dac6819a4700b46435172e0802e0b",
    "cross_cats_sorted": [
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-26T07:00:58Z",
    "title_canon_sha256": "beb01683de21808d9d6d60d83581312c521895053fd344a07283899029531237"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.16347",
    "kind": "arxiv",
    "version": 1
  }
}