Pith Number

pith:IJYMPJBO

pith:2024:IJYMPJBO2SMPX7JSBGNL5P7LX5

not attested not anchored not stored refs pending

BEAVER: An Enterprise Benchmark for Text-to-SQL

\c{C}a\u{g}atay Demiralp, Devin Yang, Fabian Wenz, Michael Cafarella, Michael Stonebraker, Nesime Tatbul, Peter Baile Chen, Weiyue Li, Yi Zhang

arxiv:2409.02038 v3 · 2024-09-03 · cs.CL · cs.AI · 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{IJYMPJBO2SMPX7JSBGNL5P7LX5}

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

8 papers in Pith

Retrieve Only Relevant Tables Whether Few or Many: Adaptive Table Retrieval Method

Large Language Model-Enhanced Relational Operators: Taxonomy, Benchmark, and Analysis

An Alternate Agentic AI Architecture (It's About the Data)

EGREFINE: An Execution-Grounded Optimization Framework for Text-to-SQL Schema Refinement

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning

Receipt and verification

First computed	2026-05-18T02:44:39.599380Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4270c7a42ed498fbfd32099abebfebbf6276345e1889955a373b1beab0a27e9c

Aliases

arxiv: 2409.02038 · arxiv_version: 2409.02038v3 · doi: 10.48550/arxiv.2409.02038 · pith_short_12: IJYMPJBO2SMP · pith_short_16: IJYMPJBO2SMPX7JS · pith_short_8: IJYMPJBO

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/IJYMPJBO2SMPX7JSBGNL5P7LX5 \
  | 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: 4270c7a42ed498fbfd32099abebfebbf6276345e1889955a373b1beab0a27e9c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74f2fc0bcd4e54a15a24bdce4d5aad8118df670d26891bbbdd4289bad80e3864",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-03T16:37:45Z",
    "title_canon_sha256": "66ca5b55c7eba267765f19434826d3a10d1369315cac02f2b75a92e1112b29d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.02038",
    "kind": "arxiv",
    "version": 3
  }
}