Pith Number

pith:YLQQUJSC

pith:2024:YLQQUJSCMRJTLQKXRMZ3AY5VGO

not attested not anchored not stored refs pending

The Unreasonable Effectiveness of LLMs for Query Optimization

Peter Akioyamen, Ryan Marcus, Zixuan Yi

arxiv:2411.02862 v1 · 2024-11-05 · cs.DB · 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{YLQQUJSCMRJTLQKXRMZ3AY5VGO}

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

2 papers in Pith

ReSequel: Robust LLM-assisted Query Rewriting and Optimization using Templatization and Sampling

Evaluating the Practical Effectiveness of LLM-Driven Index Tuning on Microsoft SQL Server

Receipt and verification

First computed	2026-07-05T09:31:19.305933Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2e10a2642645335c1578b33b063b533bbc2ff868cc7fd77d1a6137d5a0caa88

Aliases

arxiv: 2411.02862 · arxiv_version: 2411.02862v1 · doi: 10.48550/arxiv.2411.02862 · pith_short_12: YLQQUJSCMRJT · pith_short_16: YLQQUJSCMRJTLQKX · pith_short_8: YLQQUJSC

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/YLQQUJSCMRJTLQKXRMZ3AY5VGO \
  | 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: c2e10a2642645335c1578b33b063b533bbc2ff868cc7fd77d1a6137d5a0caa88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efff6d2e3213f437a26c2f789d34f5b088ed7382b881c13ba0d42abf3fe2a037",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2024-11-05T07:10:00Z",
    "title_canon_sha256": "1ba9e497694163b00f5e13551fbc5328edf1623f70f562e6e5cbec7700e8764a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02862",
    "kind": "arxiv",
    "version": 1
  }
}