Paper Citation Record · LEDGER

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering

As of 15 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 2 inbound Pith citation observations for arXiv:2507.23118.

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

pith.paper-citation-record.v1
2507.23118 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:07:19.688085Z

measured 38 of 38 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T02:32:09.712483Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

36 of 36 outbound references displayed

verified exact3
verified fuzzy19
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 379cfdb5-36cc-4c47-a1b0-df6b512290de · outbound

This paper cites Data wrangling for big data: Challenges and Opportunities.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Data wrangling for big data: Challenges and Opportunities

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.507066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4b690d14-729a-472f-838c-2a1992a2133d · outbound

This paper cites A Survey of Pipeline Tools for Data Engineering.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering A Survey of Pipeline Tools for Data Engineering

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:19.556405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f5a7bdb-4ae7-40c1-b9e9-eda8027006ce · outbound

This paper cites Automated ETL testing on the data quality of a data warehouse.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Automated ETL testing on the data quality of a data warehouse

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.495096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a8a3ac64-3df6-4510-b7de-9aba87140590 · outbound

This paper cites A taxonomy of ETL activities.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering A taxonomy of ETL activities

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:07:20.210158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c87b7db0-39be-4b15-994f-f3efea1a24f7 · outbound

This paper cites Role of Machine Learning in ETL Au- tomation.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Role of Machine Learning in ETL Au- tomation

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:07:20.129609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 04a74223-fadf-4ad6-9d14-bbc377ac20ef · outbound

This paper cites Automating data pipelines with AI: From data engineering to intelligent systems.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Automating data pipelines with AI: From data engineering to intelligent systems

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.482543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b37fc010-6c41-4c6f-bdf7-966c2c435fb0 · outbound

This paper cites LLMs for data engineering on enterprise data.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering LLMs for data engineering on enterprise data

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.470758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9eea2526-5c83-46fa-8646-1df89c8a0d7b · outbound

This paper cites Auto-transform: Learning-to-transform by patterns.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Auto-transform: Learning-to-transform by patterns

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.458071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4ebee80e-d8cd-4d4a-842f-4715f8a2cbb1 · outbound

This paper cites Foofah: Transforming data by example.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Foofah: Transforming data by example

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:19.584860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9886521-efb6-40c0-80f5-dc1e2974f54e · outbound

This paper cites Table-GPT: Table-tuned GPT for Diverse Table Tasks.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Table-GPT: Table-tuned GPT for Diverse Table Tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:19.588942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 464d8fa8-70da-498b-bec2-b4e0ac2b7982 · outbound

This paper cites and Wu, T., 2023, December.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering and Wu, T., 2023, December

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.444563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e5aa945a-600b-424b-8dc2-4782aeda24ae · outbound

This paper cites A formal basis for the heuristic deter- mination of minimum cost paths.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering A formal basis for the heuristic deter- mination of minimum cost paths

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.432038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation fbeffb70-21fa-43e6-95dc-18976855e233 · outbound

This paper cites DataXFormer: An interactive data transformation tool.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering DataXFormer: An interactive data transformation tool

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.419283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 34fd77ff-ecca-488e-bf42-5b8c0d76536f · outbound

This paper cites Transform- data-by-example (TDE): An extensible search engine for data transformations.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Transform- data-by-example (TDE): An extensible search engine for data transformations

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.407212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f040b4b3-c936-4115-a7cc-5eb141220ad8 · outbound

This paper cites Learning Semantic String Transformations from Examples.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Learning Semantic String Transformations from Examples

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:07:19.954037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 65f17d80-7731-4ce8-84f0-76cb4b96f8f7 · outbound

This paper cites Incremental schema matching.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Incremental schema matching

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.395191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f6820477-6c43-4920-b246-4f5e9558d652 · outbound

This paper cites On matching schemas automatically.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering On matching schemas automatically

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.382655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1215cd48-7655-487f-b4c1-6b6037210319 · outbound

This paper cites Semantic schema matching.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Semantic schema matching

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.370896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ce32a685-4359-48e0-a239-caad463e837d · outbound

This paper cites Managing uncertainty in schema matching with top-k schema mappings.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Managing uncertainty in schema matching with top-k schema mappings

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.358905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 811040ce-d09a-4b4a-a5f9-deafcb4d2bf8 · outbound

This paper cites MaxSM: A multi-heuristic approach to XML schema matching.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering MaxSM: A multi-heuristic approach to XML schema matching

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.346211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 90a12c3a-fb92-4292-a9c0-0f21f1972a0e · outbound

This paper cites ReMatch: Retrieval Enhanced Schema Matching with LLMs.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering ReMatch: Retrieval Enhanced Schema Matching with LLMs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:19.630533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0433512d-6bdd-44a7-9ec3-d332ce7964d0 · outbound

This paper cites Magneto: Combining Small and Large Language Models for Schema Matching.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Magneto: Combining Small and Large Language Models for Schema Matching

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:19.634538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c56f0ae1-a1d7-47ed-96af-f39dfe013501 · outbound

This paper cites an unresolved cited work.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:07:20.333699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f6810c85-3d70-42a0-8ce8-375c4a148642 · outbound

This paper cites Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:19.642481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f044fc29-cb8b-4908-b701-6bed46b3a925 · outbound

This paper cites an unresolved cited work.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:07:20.321340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2dc80212-0ba3-44ef-873d-a33c43aedbb2 · outbound

This paper cites Publish/Subscribe, pages 2208–2211.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Publish/Subscribe, pages 2208–2211

Reference 26

Resolution: verified exact; doi, observed 2026-08-06T11:07:19.723638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8d4d57f1-9e18-4cab-a5e2-89a9dcf8ba3b · outbound

This paper cites Kafka, The Definitive Guide, chapter 6, Reliable Data Delivery, pages 115–134.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Kafka, The Definitive Guide, chapter 6, Reliable Data Delivery, pages 115–134

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.307922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e707e4d5-e461-4e87-885e-9d6539f40994 · outbound

This paper cites Data Engineering for Data Analytics: A Classification of the Issues, and Case Studies.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Data Engineering for Data Analytics: A Classification of the Issues, and Case Studies

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:07:19.908086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8087e57f-b102-496e-a821-076fd7e667fc · outbound

This paper cites Next-generation etl framework to address the challenges posed by big data.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Next-generation etl framework to address the challenges posed by big data

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.293927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c8e84e40-f20d-483f-bc4b-f3636ccda397 · outbound

This paper cites Outlier detection: how to threshold outlier scores?.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Outlier detection: how to threshold outlier scores?

Reference 30

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T11:07:19.887488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9d01fc1b-0b25-4831-90cd-1e41f44823a6 · outbound

This paper cites Outlier detection: Applications and techniques.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Outlier detection: Applications and techniques

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.280140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3d0aa970-7bdf-405c-89cc-b2a8e979caac · outbound

This paper cites an unresolved cited work.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:07:20.266557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c0ead502-2581-4d20-8318-0e734534958e · outbound

This paper cites ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:19.676432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aec4340a-ad3d-4869-b94f-6a9ce5413fad · outbound

This paper cites College admissions and the stability of marriage.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering College admissions and the stability of marriage

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.253630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8532969a-b6e7-4ac6-ad7b-f7bbd2ecd282 · outbound

This paper cites Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T11:07:19.684148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c8d4683-33da-4a2a-9854-13503b5a652b · outbound

This paper cites Can LLM already serve as a database interface? A big bench for large-scale database grounded text-to-SQLs.

FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering Can LLM already serve as a database interface? A big bench for large-scale database grounded text-to-SQLs

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:07:20.239566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

Observation 26810b5f-a32d-44f5-9afe-065b9814b67d · inbound

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries cites this paper.

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-06-26T02:38:55.208416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 69cd5c25-acfd-4b03-ba6c-e0275455fd0c · inbound

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries cites this paper.

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries FlowETL: An Autonomous Example-Driven Pipeline for Data Engineering

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T02:32:09.712483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.