Pith Number

pith:EYL3MVMA

pith:2024:EYL3MVMAXHVTHAVPV5CABD7HUO

not attested not anchored not stored refs pending

PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing

Wenbo Liu, Xiaoming Zhao, Yichang Wu, Yiwen Duan, Yonghong Yu

arxiv:2411.06767 v1 · 2024-11-11 · cs.CL · 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{EYL3MVMAXHVTHAVPV5CABD7HUO}

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

BitsAI-Fix: LLM-Driven Approach for Automated Lint Error Resolution in Practice

Receipt and verification

First computed	2026-07-05T09:33:51.227785Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2617b65580b9eb3382afaf44008fe7a39135a1b956f3c27cb985d23cb9264948

Aliases

arxiv: 2411.06767 · arxiv_version: 2411.06767v1 · doi: 10.48550/arxiv.2411.06767 · pith_short_12: EYL3MVMAXHVT · pith_short_16: EYL3MVMAXHVTHAVP · pith_short_8: EYL3MVMA

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/EYL3MVMAXHVTHAVPV5CABD7HUO \
  | 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: 2617b65580b9eb3382afaf44008fe7a39135a1b956f3c27cb985d23cb9264948

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32b3ca3c0c33b5b6615a8b462eb4237244e26a98cbbbe125cae0b2d340f4476d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-11T07:47:20Z",
    "title_canon_sha256": "40becb41ae89d254b008435f5efd5453afefb2a7321f4b262e513ef665637765"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.06767",
    "kind": "arxiv",
    "version": 1
  }
}