Pith Number

pith:6XZDYIXZ

pith:2024:6XZDYIXZPRPKURONEP34UD6L2Z

not attested not anchored not stored refs pending

Enhancing LLM Fine-tuning for Text-to-SQLs by SQL Quality Measurement

Lijun Qian, Shouvon Sarker, Xiangfang Li, Xishuang Dong

arxiv:2410.01869 v1 · 2024-10-02 · cs.DB · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6XZDYIXZPRPKURONEP34UD6L2Z}

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

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL

Receipt and verification

First computed	2026-07-05T09:14:56.915700Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5f23c22f97c5eaa45cd23f7ca0fcbd654a860567abfcdb7678660235bb26b43

Aliases

arxiv: 2410.01869 · arxiv_version: 2410.01869v1 · doi: 10.48550/arxiv.2410.01869 · pith_short_12: 6XZDYIXZPRPK · pith_short_16: 6XZDYIXZPRPKURON · pith_short_8: 6XZDYIXZ

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/6XZDYIXZPRPKURONEP34UD6L2Z \
  | 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: f5f23c22f97c5eaa45cd23f7ca0fcbd654a860567abfcdb7678660235bb26b43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "221cb16273a083ce2f102ff4cd4c5cfc89179acefb77c8d6ea3210d14107dfa6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2024-10-02T17:21:51Z",
    "title_canon_sha256": "4c25f150186dfbe3d7af6df1bd91aefdfd989702ce5571b5c01e682ccc4db6cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.01869",
    "kind": "arxiv",
    "version": 1
  }
}