Paper Citation Record · LEDGER

A Fair Benchmarking of Deep Relational Database Learning Models

As of 12 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2607.03659.

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

pith.paper-citation-record.v1
2607.03659 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T00:51:47.860356Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

26 of 26 outbound references displayed

verified exact1
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 58944f08-699a-444e-a4bc-5f01cf956706 · outbound

This paper cites Robinson, R.

A Fair Benchmarking of Deep Relational Database Learning Models Robinson, R

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fda32b2-9b06-4490-92f5-e95812ebd369 · outbound

This paper cites an unresolved cited work.

A Fair Benchmarking of Deep Relational Database Learning Models Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f15b8dde-e0a8-484f-a9e1-fda574f58a44 · outbound

This paper cites Fey, et al., Relational deep learning: Graph representation learning on relational databases, in: ICML, 2024.

A Fair Benchmarking of Deep Relational Database Learning Models Fey, et al., Relational deep learning: Graph representation learning on relational databases, in: ICML, 2024

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc365a12-906f-4ae1-8984-1649b97d1ac1 · outbound

This paper cites Grinsztajn, E.

A Fair Benchmarking of Deep Relational Database Learning Models Grinsztajn, E

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fc065b3-0deb-4f78-a442-d958ba371e2e · outbound

This paper cites Borisov, et al., Deep neural networks and tabular data: A survey, IEEE Transactions on Neural Networks and Learning Systems (2022).

A Fair Benchmarking of Deep Relational Database Learning Models Borisov, et al., Deep neural networks and tabular data: A survey, IEEE Transactions on Neural Networks and Learning Systems (2022)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91bddbe9-d0a5-4804-8cc3-20937f73296a · outbound

This paper cites Shwartz-Ziv, A.

A Fair Benchmarking of Deep Relational Database Learning Models Shwartz-Ziv, A

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d194b5d9-b2c3-474c-a3a7-e658bae28f11 · outbound

This paper cites Gorishniy, I.

A Fair Benchmarking of Deep Relational Database Learning Models Gorishniy, I

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f659cb46-f013-43ab-8d45-1daf65a77928 · outbound

This paper cites Borisov, T.

A Fair Benchmarking of Deep Relational Database Learning Models Borisov, T

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06f0dbda-fb02-4929-87c4-7707e982ba0c · outbound

This paper cites Grinsztajn, E.

A Fair Benchmarking of Deep Relational Database Learning Models Grinsztajn, E

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70f218eb-d907-4053-b289-6ea81ebe646f · outbound

This paper cites an unresolved cited work.

A Fair Benchmarking of Deep Relational Database Learning Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37f3d3f0-b59c-4a72-8054-a4bb2413bc92 · outbound

This paper cites Holzm ¨uller, L.

A Fair Benchmarking of Deep Relational Database Learning Models Holzm ¨uller, L

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e85c052d-5aed-44bd-bb5c-e478e68b67ca · outbound

This paper cites Hollmann, et al., Accurate predictions on small data with a tabular foundation model, Nature (2025).

A Fair Benchmarking of Deep Relational Database Learning Models Hollmann, et al., Accurate predictions on small data with a tabular foundation model, Nature (2025)

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edf1a071-094f-42a6-b0ed-3d33892586c9 · outbound

This paper cites Ye, S.-Y.

A Fair Benchmarking of Deep Relational Database Learning Models Ye, S.-Y

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16f6e79e-49e3-49ea-b70f-01c150df8cd7 · outbound

This paper cites an unresolved cited work.

A Fair Benchmarking of Deep Relational Database Learning Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3700f26a-86ed-4847-87f7-d59ba028c00e · outbound

This paper cites Supervised Learning on Relational Databases with Graph Neural Networks.

A Fair Benchmarking of Deep Relational Database Learning Models Supervised Learning on Relational Databases with Graph Neural Networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b069b7ac-8198-4e6c-9cd6-7f3fbf932167 · outbound

This paper cites an unresolved cited work.

A Fair Benchmarking of Deep Relational Database Learning Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64632fbb-348b-4ee7-8ee4-f2ad6b769ab8 · outbound

This paper cites an unresolved cited work.

A Fair Benchmarking of Deep Relational Database Learning Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be7ead08-3aaf-4e8e-8ae6-315c32b4e5d0 · outbound

This paper cites an unresolved cited work.

A Fair Benchmarking of Deep Relational Database Learning Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e302122c-b793-4ec1-b170-a2acdd270dc3 · outbound

This paper cites Pele ˇska, G.

A Fair Benchmarking of Deep Relational Database Learning Models Pele ˇska, G

Reference 20

Resolution: verified exact; doi, observed 2026-07-12T00:58:23.298968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cf46efff-a615-44f7-b37e-a6305aa07e94 · outbound

This paper cites an unresolved cited work.

A Fair Benchmarking of Deep Relational Database Learning Models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf5d3ad7-49a1-4aed-b842-b67f1a537f10 · outbound

This paper cites an unresolved cited work.

A Fair Benchmarking of Deep Relational Database Learning Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3f270f5-567a-47ff-8c13-b96c97504f83 · outbound

This paper cites Pennington, R.

A Fair Benchmarking of Deep Relational Database Learning Models Pennington, R

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91f6449a-d4bd-43d4-b243-16b2825a1df8 · outbound

This paper cites Nussbaum, J.

A Fair Benchmarking of Deep Relational Database Learning Models Nussbaum, J

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9683969-4454-455f-bff0-68991334fd45 · outbound

This paper cites an unresolved cited work.

A Fair Benchmarking of Deep Relational Database Learning Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4d2f797-bf79-41d4-a634-31094ba3a772 · outbound

This paper cites Reimers, I.

A Fair Benchmarking of Deep Relational Database Learning Models Reimers, I

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2f1c9b8-2ce3-4439-a9d0-4497420e5af9 · outbound

This paper cites Pedregosa, G.

A Fair Benchmarking of Deep Relational Database Learning Models Pedregosa, G

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T00:51:47.860356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.