Pith Number

pith:CU4MHKCB

pith:2025:CU4MHKCB2VBN67NE7SJZTBUR3J

not attested not anchored not stored refs pending

ExCoT: Optimizing Reasoning for Text-to-SQL with Execution Feedback

Bohan Zhai, Canwen Xu, Yuxiong He, Zhewei Yao

arxiv:2503.19988 v1 · 2025-03-25 · cs.LG · 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{CU4MHKCB2VBN67NE7SJZTBUR3J}

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

AgentNLQ: A General-Purpose Agent for Natural Language to SQL

FINER-SQL: Boosting Small Language Models for Text-to-SQL

Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding

Receipt and verification

First computed	2026-07-05T10:39:29.796337Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1538c3a841d542df7da4fc93998691da72bc220b60e4b52bcfd579d74d4d5565

Aliases

arxiv: 2503.19988 · arxiv_version: 2503.19988v1 · doi: 10.48550/arxiv.2503.19988 · pith_short_12: CU4MHKCB2VBN · pith_short_16: CU4MHKCB2VBN67NE · pith_short_8: CU4MHKCB

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/CU4MHKCB2VBN67NE7SJZTBUR3J \
  | 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: 1538c3a841d542df7da4fc93998691da72bc220b60e4b52bcfd579d74d4d5565

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d6ef4c71eb4ede0c4d914e413f7b7731614dc348853cf0664f6b0816f695d3e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-25T18:17:36Z",
    "title_canon_sha256": "9072fa86af1917d758a65f2217924e98e488eddf9ef0f6b882c92d7c3022477f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.19988",
    "kind": "arxiv",
    "version": 1
  }
}