Paper Citation Record · LEDGER

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice

As of 23 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2605.27131.

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

pith.paper-citation-record.v1
2605.27131 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T14:20:42.075841Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

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 exact1
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 85c31904-edec-431a-8dfa-7376c55d2ce0 · outbound

This paper cites O’Reilly Media, 2022.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice O’Reilly Media, 2022

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 755361d2-5881-48b1-a165-3c6d7fe25332 · outbound

This paper cites The state of data mesh in 2026: From hype to hard-won maturity, 2026.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice The state of data mesh in 2026: From hype to hard-won maturity, 2026

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33fad499-6e1d-4f1a-8b07-4a2583db6b3b · outbound

This paper cites How to move beyond a monolithic data lake to a distributed data mesh.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice How to move beyond a monolithic data lake to a distributed data mesh

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f41c9ff4-d380-4a19-a6b5-ebafdb8b5679 · outbound

This paper cites Lakehouse: A new generation of open platforms that unify data warehousing and advanced analytics.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice Lakehouse: A new generation of open platforms that unify data warehousing and advanced analytics

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f46be72e-d379-46e7-aa92-8a1e380d5337 · outbound

This paper cites Pu, Erkang Zhu, and Renée J.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice Pu, Erkang Zhu, and Renée J

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5200fd85-31dc-498e-9172-cfee67ecd16c · outbound

This paper cites Building a correct-by-design lakehouse: Data contracts, versioning, and transactional pipelines for humans and agents.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice Building a correct-by-design lakehouse: Data contracts, versioning, and transactional pipelines for humans and agents

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:23:30.546373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dd4545ad-5600-4ec3-b1f8-29d641419c6d · outbound

This paper cites Wilkinson, Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Appleton, Myles Axton, Arie Baak, Niklas Blomberg, Jan-Willem Boiten, Luiz Bonino da Silva Santos, Philip E.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice Wilkinson, Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Appleton, Myles Axton, Arie Baak, Niklas Blomberg, Jan-Willem Boiten, Luiz Bonino da Silva Santos, Philip E

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54ee3899-7f93-483e-b71d-cb3e298eaefa · outbound

This paper cites an unresolved cited work.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69d90ea5-a9ec-4e00-94a9-f8b48f98777f · outbound

This paper cites IT Revolution, 2019.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice IT Revolution, 2019

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 527fff2a-fd72-498b-b42a-66e7979563bd · outbound

This paper cites Building a data mesh based on the Databricks lakehouse, part 2.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice Building a data mesh based on the Databricks lakehouse, part 2

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f90fd66-f59b-434d-b34f-a7fc241ecf61 · outbound

This paper cites Can foundation models wrangle your data? Proceedings of the VLDB Endowment, 16(4):738–746, 2022.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice Can foundation models wrangle your data? Proceedings of the VLDB Endowment, 16(4):738–746, 2022

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b8356ac-27e0-4198-a40d-d6932905eef7 · outbound

This paper cites Can LLM already serve as a database interface? a big bench for large-scale database grounded text-to-SQL.Advances in Neural Information Processing Systems, 36, 2024.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice Can LLM already serve as a database interface? a big bench for large-scale database grounded text-to-SQL.Advances in Neural Information Processing Systems, 36, 2024

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10f75ce8-ee8c-45a8-a75d-7b00aad58ee3 · outbound

This paper cites an unresolved cited work.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 133b3e00-19de-4a11-a350-12ed6ae41e81 · outbound

This paper cites Bryan Heidorn.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice Bryan Heidorn

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31bdfbfb-c799-4429-8f23-616d1cd6d924 · outbound

This paper cites Driving data quality with data contracts, 2023.

Beyond the Data Mesh Illusion: Designing Modern AI-augmented Lakehouses to Bridge the Gap Between Theory and Practice Driving data quality with data contracts, 2023

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T14:20:42.075841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.