Pith Number

pith:24OCBZDT

pith:2025:24OCBZDT3435TKHR5JHB7NIOAR

not attested not anchored not stored refs pending

X-SQL: Expert Schema Linking and Understanding of Text-to-SQL with Multi-LLMs

Dazhi Peng

arxiv:2509.05899 v1 · 2025-09-07 · 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{24OCBZDT3435TKHR5JHB7NIOAR}

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	2026-07-05T12:06:26.170670Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d71c20e473df37d9a8f1ea4e1fb50e047b627ee92283a6d55d375c0dd3bcd9a1

Aliases

arxiv: 2509.05899 · arxiv_version: 2509.05899v1 · doi: 10.48550/arxiv.2509.05899 · pith_short_12: 24OCBZDT3435 · pith_short_16: 24OCBZDT3435TKHR · pith_short_8: 24OCBZDT

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/24OCBZDT3435TKHR5JHB7NIOAR \
  | 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: d71c20e473df37d9a8f1ea4e1fb50e047b627ee92283a6d55d375c0dd3bcd9a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fed18b3e71edd875e78d4ff9d98940aa2f7e52a8a3bbe0753fcd230b7f829a28",
    "cross_cats_sorted": [
      "cs.DB"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-07T02:51:43Z",
    "title_canon_sha256": "318d60ab807d583c48d7cb6701713cc318ea0e5ccf858b2354996efd90aa71a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.05899",
    "kind": "arxiv",
    "version": 1
  }
}