Pith Number

pith:DPG7Z3MS

pith:2024:DPG7Z3MS564G6FNKHMEBQDATN5

not attested not anchored not stored refs pending

Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL

Andrew J. Duberstein, Dayton G. Thorpe, Ian A. Kinsey

arxiv:2404.12560 v1 · 2024-04-19 · 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{DPG7Z3MS564G6FNKHMEBQDATN5}

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

Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation

Receipt and verification

First computed	2026-07-05T08:09:55.293828Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1bcdfced92efb86f15aa3b08180c136f63a5267a5d2b3dcd8f22ac8062acf04f

Aliases

arxiv: 2404.12560 · arxiv_version: 2404.12560v1 · doi: 10.48550/arxiv.2404.12560 · pith_short_12: DPG7Z3MS564G · pith_short_16: DPG7Z3MS564G6FNK · pith_short_8: DPG7Z3MS

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/DPG7Z3MS564G6FNKHMEBQDATN5 \
  | 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: 1bcdfced92efb86f15aa3b08180c136f63a5267a5d2b3dcd8f22ac8062acf04f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc1617b74ec605f86cd603fca84936d888cca1b0413b13f49b8ed520944682c3",
    "cross_cats_sorted": [
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-19T00:48:30Z",
    "title_canon_sha256": "b3f9e1a823bb562068883f2cb79140ce0b767620e22433ff1bb41aa62e503a8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.12560",
    "kind": "arxiv",
    "version": 1
  }
}