Pith Number

pith:4YWVNYVD

pith:2026:4YWVNYVDIB22ZVTZ7OFXB3FCDI

not attested not anchored not stored refs pending

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?

Jing Ye, Victor Ma, Xing Chen, Yang Gao, Yiwen Duan, Yonghong Yu

arxiv:2601.18119 v2 · 2026-01-26 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4YWVNYVDIB22ZVTZ7OFXB3FCDI}

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	2026-07-27T01:19:56.160067Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e62d56e2a34075acd679fb8b70eca21a18c490dc2216936f1f5f611e0de76864

Aliases

arxiv: 2601.18119 · arxiv_version: 2601.18119v2 · doi: 10.48550/arxiv.2601.18119 · pith_short_12: 4YWVNYVDIB22 · pith_short_16: 4YWVNYVDIB22ZVTZ · pith_short_8: 4YWVNYVD

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/4YWVNYVDIB22ZVTZ7OFXB3FCDI \
  | 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: e62d56e2a34075acd679fb8b70eca21a18c490dc2216936f1f5f611e0de76864

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51589f35884d39bc483c7c24191b426ed767f378862429c6af7b69ec6aaab000",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-01-26T04:06:35Z",
    "title_canon_sha256": "6d89035b07addc65ec156d3d04528aa6b623cb4b57ce1ed25d053e179849ce54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.18119",
    "kind": "arxiv",
    "version": 2
  }
}