Paper Citation Record · LEDGER

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 22 inbound Pith citation observations for arXiv:2305.03111.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2305.03111 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 22 of 22 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:43:47.425068Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-09T12:46:14.560193Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 949702dd-fab4-4141-89de-707dcdaae9f6 · inbound

SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes cites this paper.

SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T05:43:47.425068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b497969e-7980-4d8b-9ccf-472a780412ee · inbound

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO cites this paper.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.443600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6d50e7a-9ef4-40be-b9ff-1fdb1bb2f0a3 · inbound

Text-to-SQL for Enterprise Data Analytics cites this paper.

Text-to-SQL for Enterprise Data Analytics Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:53.965277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afae7ce9-dbed-46a2-b904-3960f31c46aa · inbound

RASL: Retrieval Augmented Schema Linking for Massive Database Text-to-SQL cites this paper.

RASL: Retrieval Augmented Schema Linking for Massive Database Text-to-SQL Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T11:09:17.871401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af2c1ed0-867b-4317-9591-218b197c2606 · inbound

Confidence Estimation for Text-to-SQL in Large Language Models cites this paper.

Confidence Estimation for Text-to-SQL in Large Language Models Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T22:36:21.632677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97a80606-213a-41f9-bddd-e37c442e2852 · inbound

Text-to-SQL Oriented to the Process Mining Domain: A PT-EN Dataset for Query Translation cites this paper.

Text-to-SQL Oriented to the Process Mining Domain: A PT-EN Dataset for Query Translation Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T19:30:05.473234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb23a466-dde4-4dba-a050-df45fd29ac32 · inbound

MARS-SQL: A multi-agent reinforcement learning framework for Text-to-SQL cites this paper.

MARS-SQL: A multi-agent reinforcement learning framework for Text-to-SQL Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-18T01:32:17.384460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ddef29b0-905d-448f-90fd-aa053c2ff138 · inbound

Rethinking Query Optimization for Multi-Agent Systems [Vision] cites this paper.

Rethinking Query Optimization for Multi-Agent Systems [Vision] Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-03T17:21:34.879997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3236205-5d02-4dd7-ab4e-267f0f47f002 · inbound

LLM-Based SQL Generation: Prompting, Self-Refinement, and Adaptive Weighted Majority Voting cites this paper.

LLM-Based SQL Generation: Prompting, Self-Refinement, and Adaptive Weighted Majority Voting Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-16T11:00:51.691702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7b34e69a-df7b-4e59-8a12-56b92387f3dc · inbound

SynQL: A Controllable and Scalable Rule-Based Framework for SQL Workload Synthesis for Performance Benchmarking cites this paper.

SynQL: A Controllable and Scalable Rule-Based Framework for SQL Workload Synthesis for Performance Benchmarking Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:54.225379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 51791127-fe41-4cfc-be7b-ba7c5760b701 · inbound

LeGo-Code: Can Modular Curriculum Learning Advance Complex Code Generation? Insights from Text-to-SQL cites this paper.

LeGo-Code: Can Modular Curriculum Learning Advance Complex Code Generation? Insights from Text-to-SQL Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:16:02.923656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9f97c76d-b43a-4322-9525-705ca47aa594 · inbound

FlexSQL: Flexible Exploration and Execution Make Better Text-to-SQL Agents cites this paper.

FlexSQL: Flexible Exploration and Execution Make Better Text-to-SQL Agents Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:15:39.479219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d7713ddd-ba4c-43a5-bcd0-b63d4a092ca4 · inbound

CA-SQL: Complexity-Aware Inference Time Reasoning for Text-to-SQL via Exploration and Compute Budget Allocation cites this paper.

CA-SQL: Complexity-Aware Inference Time Reasoning for Text-to-SQL via Exploration and Compute Budget Allocation Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T03:25:58.109785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 504138e5-036d-4c32-bebf-2614b475eaf7 · inbound

Memory Architectures for Multi-Turn Text-to-SQL: A Benchmark and Empirical Study cites this paper.

Memory Architectures for Multi-Turn Text-to-SQL: A Benchmark and Empirical Study Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T21:13:59.758581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a536372f-e8ca-4bb9-8227-0dfbc697f002 · inbound

SANE Schema-aware Natural-language Evaluation of Biological Data cites this paper.

SANE Schema-aware Natural-language Evaluation of Biological Data Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:56:47.079159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ed5d4ef6-6e59-4766-8818-c5df1ed008d8 · inbound

Data Flow Control: Data Safety Policies for AI Agents cites this paper.

Data Flow Control: Data Safety Policies for AI Agents Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-02T15:47:06.366793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8f8abcb3-8e3f-4257-bea6-72456e73efe6 · inbound

ACE-SQL: Adaptive Co-Optimization via Empirical Credit Assignment for Text-to-SQL cites this paper.

ACE-SQL: Adaptive Co-Optimization via Empirical Credit Assignment for Text-to-SQL Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-07-02T13:36:58.952735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 83b73184-97f4-4422-be3a-c1fe71548265 · inbound

Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows cites this paper.

Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-07-08T12:54:52.822454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1b5a37cf-cb93-407b-b7ff-ef2f3618b37d · inbound

Agentic Data Environments cites this paper.

Agentic Data Environments Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-07-09T12:46:14.562257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9e67b5c0-013f-4e50-b028-2431782ffffc · inbound

CRAFT: Learn the Schema, Execute the Plan cites this paper.

CRAFT: Learn the Schema, Execute the Plan Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T10:18:37.408252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561ba190-73de-48dd-9104-52a735b1f8e6 · inbound

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness cites this paper.

DataClawEval: A Benchmark for Data Engineering Agents in Real Industrial Harness Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T19:54:08.473423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 972e9bf5-95b7-4051-8b8c-e970ef6b557d · inbound

Memory Reward Inflation in Self-Improving LLM Agents cites this paper.

Memory Reward Inflation in Self-Improving LLM Agents Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T02:16:43.096931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.