Pith Number

pith:Q3PCYM4T

pith:2025:Q3PCYM4TDHPYDKOCJYIPWWQKEX

not attested not anchored not stored refs pending

ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Consensus Enforcement, and Column Exploration

Anupam Datta, Ashwin Ramachandran, Canwen Xu, Hao Zhang, Lanxiang Hu, Minghang Deng, Zhewei Yao

arxiv:2502.00675 v5 · 2025-02-02 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q3PCYM4TDHPYDKOCJYIPWWQKEX}

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

11 papers in Pith

Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows

SOMA-SQL: Resolving Multi-Source Ambiguity in NL-to-SQL via Synthetic Log and Execution Probing

A Semantic-Layer-Mediated Agent for Natural Language to SQL over Heterogeneous Enterprise Databases

Sophrosyne: Agentic Exploration of Relational Data Systems Needs Moderation

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries

Receipt and verification

First computed	2026-07-05T11:15:19.182639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86de2c339319df81a9c24e10fb5a0a25e002fcb19dbeb5d445a676e0bd77c6df

Aliases

arxiv: 2502.00675 · arxiv_version: 2502.00675v5 · doi: 10.48550/arxiv.2502.00675 · pith_short_12: Q3PCYM4TDHPY · pith_short_16: Q3PCYM4TDHPYDKOC · pith_short_8: Q3PCYM4T

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/Q3PCYM4TDHPYDKOCJYIPWWQKEX \
  | 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: 86de2c339319df81a9c24e10fb5a0a25e002fcb19dbeb5d445a676e0bd77c6df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fd07b30633338a0afe8ad63acaa22899810ba0bdcf3d7329dc61198ec3aba71",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-02T05:25:03Z",
    "title_canon_sha256": "63e0307fa0bd047327bfd759e4b0ce560b4970722ad88cc890f854d7f60a5c2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00675",
    "kind": "arxiv",
    "version": 5
  }
}