Pith Number

pith:ETYAOLTQ

pith:2026:ETYAOLTQVM2HETLGXLSAYI4D3O

not attested not anchored not stored refs pending

Residual Skill Optimization for Text-to-SQL Ensembles

Babak Salimi, Canwen Xu, Haoquan Guan, Jiongli Zhu, Nikki Lijing Kuang, Parjanya Prajakta Prashant, Seyedeh Baharan Khatami, Xiaodong Yu, Yingyu Lin, Yuxiong He, Zhewei Yao

arxiv:2605.21792 v1 · 2026-05-20 · cs.CL · cs.AI · 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{ETYAOLTQVM2HETLGXLSAYI4D3O}

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.

Receipt and verification

First computed	2026-05-22T01:03:32.666122Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24f0072e70ab34724d66bae40c2383dbb6b38a828a2e72e3c51aec77146880d3

Aliases

arxiv: 2605.21792 · arxiv_version: 2605.21792v1 · doi: 10.48550/arxiv.2605.21792 · pith_short_12: ETYAOLTQVM2H · pith_short_16: ETYAOLTQVM2HETLG · pith_short_8: ETYAOLTQ

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/ETYAOLTQVM2HETLGXLSAYI4D3O \
  | 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: 24f0072e70ab34724d66bae40c2383dbb6b38a828a2e72e3c51aec77146880d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "decb0cf464e14bab96198d96b6724739713df7800ad5182172501006ac108a1c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-20T22:36:11Z",
    "title_canon_sha256": "b77e0923a742aa626c8815983f24c17efa887f165560d39ec188e11a13e4da78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.21792",
    "kind": "arxiv",
    "version": 1
  }
}