Pith Number

pith:OGL6M2ES

pith:2023:OGL6M2ES5UBU2LE4SENBYCU64P

not attested not anchored not stored refs pending

Translating Natural Language Queries to SQL Using the T5 Model

Albert Wong, Florence Wing Yau Cheng, Joe Mahony, Lien Pham, Mathias Clement, Michael Ferri, Razel Sadaya, Shek Chan, Young Lee, Youry Khmelevsky

arxiv:2312.12414 v1 · 2023-12-12 · cs.DB · cs.AI · 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{OGL6M2ES5UBU2LE4SENBYCU64P}

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.

Receipt and verification

First computed	2026-07-05T07:26:03.227699Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7197e66892ed034d2c9c911a1c0a9ee3f7bbb5e836f4b786aad2e20700bd9899

Aliases

arxiv: 2312.12414 · arxiv_version: 2312.12414v1 · doi: 10.48550/arxiv.2312.12414 · pith_short_12: OGL6M2ES5UBU · pith_short_16: OGL6M2ES5UBU2LE4 · pith_short_8: OGL6M2ES

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/OGL6M2ES5UBU2LE4SENBYCU64P \
  | 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: 7197e66892ed034d2c9c911a1c0a9ee3f7bbb5e836f4b786aad2e20700bd9899

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5beb573b8d9ff0332db257edc607c083177eec2b61c2074bee815e4f063d3901",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2023-12-12T18:32:06Z",
    "title_canon_sha256": "9a9320f7872d754773e72b7541e981d88de8d4d2a5e99264983c2c6005e3a1e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.12414",
    "kind": "arxiv",
    "version": 1
  }
}