Pith Number

pith:PD6LJPDA

pith:2024:PD6LJPDAU6FVSBSAXJ6CANEBF3

not attested not anchored not stored refs pending

Optimizing LLM Queries in Relational Data Analytics Workloads

Amog Kamsetty, Asim Biswal, Audrey Cheng, Ion Stoica, Joseph E. Gonzalez, Liana Patel, Luis Gaspar Schroeder, Matei Zaharia, Shiyi Cao, Shu Liu, Xiangxi Mo

arxiv:2403.05821 v2 · 2024-03-09 · cs.LG · cs.DB

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PD6LJPDAU6FVSBSAXJ6CANEBF3}

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

3 papers in Pith

SEMA-SQL: Beyond Traditional Relational Querying with Large Language Models

SGLang: Efficient Execution of Structured Language Model Programs

SEMA-SQL: Beyond Traditional Relational Querying with Large Language Models

Receipt and verification

First computed	2026-07-05T10:46:36.602558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78fcb4bc60a78b590640ba7c2034812ecefe3d2def4afd64662deb31913846e3

Aliases

arxiv: 2403.05821 · arxiv_version: 2403.05821v2 · doi: 10.48550/arxiv.2403.05821 · pith_short_12: PD6LJPDAU6FV · pith_short_16: PD6LJPDAU6FVSBSA · pith_short_8: PD6LJPDA

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/PD6LJPDAU6FVSBSAXJ6CANEBF3 \
  | 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: 78fcb4bc60a78b590640ba7c2034812ecefe3d2def4afd64662deb31913846e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17f7182e9af53dd62d78195ec61e96ebbc9ca3473715b1ec8f6ba1ec1cd9fbcf",
    "cross_cats_sorted": [
      "cs.DB"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-09T07:01:44Z",
    "title_canon_sha256": "20df26ea42256f516bac997bc08563c7dc3a8374c9c8000b561d52e99b730f38"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.05821",
    "kind": "arxiv",
    "version": 2
  }
}