Paper Citation Record · LEDGER

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?

As of 14 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2601.18119.

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

pith.paper-citation-record.v1
2601.18119 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T08:11:26.072154Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T20:58:10.381525Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f133eab5-ef04-47e2-934d-33df69786b14 · outbound

This paper cites - Treat this as a structural seed for generating an equivalent schema.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? - Treat this as a structural seed for generating an equivalent schema

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.029487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3bc4b28-b2ba-4e8c-943b-2449302bc31d · outbound

This paper cites - Rules: - Use the databasefake_base_test.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? - Rules: - Use the databasefake_base_test

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.032761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a462ad0e-479a-4abf-8f53-5de3ea307413 · outbound

This paper cites mock scenario.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? mock scenario

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.035631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25db8614-74cd-43d1-ac71-6d8f52346d48 · outbound

This paper cites level1_error_type.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? level1_error_type

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.051861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 381a1438-68fe-4461-bfac-691037ce3f8d · outbound

This paper cites - Preserve the overall structure, complexity, and transformation logic, but replace all table names, field names, and data types to match the target domain.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? - Preserve the overall structure, complexity, and transformation logic, but replace all table names, field names, and data types to match the target domain

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.038567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6755ef1d-da91-4d23-81a2-7fee40f17749 · outbound

This paper cites - Table names and field names must match the target DDL exactly.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? - Table names and field names must match the target DDL exactly

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.041246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6462dea-71ac-4613-a9cc-f6e49ecaea0a · outbound

This paper cites - Maintain a clear hierarchy and readability (include appropriate comments).

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? - Maintain a clear hierarchy and readability (include appropriate comments)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.044177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edf8816c-b583-4384-9c2a-55cee5a3ae7e · outbound

This paper cites level1_error_type.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? level1_error_type

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.059485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82c271fd-a7f5-4106-8f04-3148ff58dbdf · outbound

This paper cites 29 Under review as a conference paper at ICLR 2026.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? 29 Under review as a conference paper at ICLR 2026

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.062124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 180a1049-bd32-4426-bcf6-d20cee41657a · outbound

This paper cites ##Key Guidelines: - Minimal Change: Only introduce the chosen bug.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? ##Key Guidelines: - Minimal Change: Only introduce the chosen bug

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.065099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06726980-fa3d-4314-b8b9-aa08e9a505fb · outbound

This paper cites an unresolved cited work.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? Unresolved cited work

Reference 17

Resolution: parse uncertain; no resolver link, observed 2026-08-03T08:11:26.067596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00a43b3d-4fb2-4787-82fd-afbb893ab732 · outbound

This paper cites an unresolved cited work.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.069914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb67529b-618d-424a-9c3c-ccfe4b5a5f32 · outbound

This paper cites level1_error_type.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? level1_error_type

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.072154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45f7d378-7fe8-4900-8ba3-70cf54ff97dc · outbound

This paper cites AS" at line 14, column 54. Was expecting one of:.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? AS" at line 14, column 54. Was expecting one of:

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.026292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87427a89-0b4a-4afa-af8a-9a30f0aae1b6 · outbound

This paper cites 14 Under review as a conference paper at ICLR 2026 APPENDIX A Use of LLMs 16 B Background of ETL SQL debugging.

Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL? 14 Under review as a conference paper at ICLR 2026 APPENDIX A Use of LLMs 16 B Background of ETL SQL debugging

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T08:11:26.021758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b4610779-616c-43c3-9424-243e1b2a5bda · inbound

I-Rex: An Interactive Debugger for SQL cites this paper.

I-Rex: An Interactive Debugger for SQL Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?

Reference 2026

Resolution: malformed identifier; no resolver link, observed 2026-08-01T20:58:10.381525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.