Paper Citation Record · LEDGER

Learning Lineage Constraints for Data Science Operations

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2506.18252.

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

pith.paper-citation-record.v1
2506.18252 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:28:00.440448Z

measured 39 of 39 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T17:53:42.038769Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy22
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ad561cbf-661d-40a8-b758-8496ab8e4706 · outbound

This paper cites an unresolved cited work.

Learning Lineage Constraints for Data Science Operations Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:08.338940Z

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 85054c23-180a-4da6-b4b3-34c638c535a9 · outbound

This paper cites Language Models are Few-Shot Learners.

Learning Lineage Constraints for Data Science Operations Language Models are Few-Shot Learners

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:57.845934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aab6c825-25a1-4ba1-972e-de287136b590 · outbound

This paper cites Chapman, P.

Learning Lineage Constraints for Data Science Operations Chapman, P

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:08.057999Z

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 59f3ec20-2110-44cd-b05b-bf06aeee6d8f · outbound

This paper cites Cheney, L.

Learning Lineage Constraints for Data Science Operations Cheney, L

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:07.866192Z

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 72e46f44-2d62-43c6-a5fb-dbe8240f026c · outbound

This paper cites Cheung, A.

Learning Lineage Constraints for Data Science Operations Cheung, A

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:07.664277Z

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 a18d4a3b-6cff-4977-919e-f1081558c4cd · outbound

This paper cites Derakhshan, A.

Learning Lineage Constraints for Data Science Operations Derakhshan, A

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:07.467123Z

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 c7f9d22e-189f-42eb-88a6-1b7cceab575f · outbound

This paper cites Gable.ai raises $7m in seed funding, September 2023.

Learning Lineage Constraints for Data Science Operations Gable.ai raises $7m in seed funding, September 2023

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:07.249375Z

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 58ebf5a1-ed6f-407a-9e42-d3e977fb4ff0 · outbound

This paper cites Glavic et al.

Learning Lineage Constraints for Data Science Operations Glavic et al

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:07.078063Z

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 45ff4e71-be91-4556-91dd-57a855de0276 · outbound

This paper cites Grafberger, J.

Learning Lineage Constraints for Data Science Operations Grafberger, J

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:06.913688Z

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 8284147c-35b1-4ede-8131-3246b11258a3 · outbound

This paper cites an unresolved cited work.

Learning Lineage Constraints for Data Science Operations Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:06.690267Z

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 3e1d9a33-8c3b-4036-b03e-8856c1060633 · outbound

This paper cites an unresolved cited work.

Learning Lineage Constraints for Data Science Operations Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:06.515685Z

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 9fb5991e-50b3-4ac2-b693-d9a5abef6f7f · outbound

This paper cites Huang, W.

Learning Lineage Constraints for Data Science Operations Huang, W

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:06.212465Z

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 a9baf94a-cc10-453e-b884-ceb5af1b7dba · outbound

This paper cites Interlandi, K.

Learning Lineage Constraints for Data Science Operations Interlandi, K

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:06.008936Z

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 8b2ba393-924b-4d01-8d07-6e9f4cd35aab · outbound

This paper cites Kapoor and A.

Learning Lineage Constraints for Data Science Operations Kapoor and A

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:05.789722Z

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 85c60e61-d5dc-437d-aed9-1be9fe1db51a · outbound

This paper cites Kaufman, S.

Learning Lineage Constraints for Data Science Operations Kaufman, S

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:05.506993Z

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 88dd667d-9fa1-4558-99ce-b3ec531626fb · outbound

This paper cites Fine-Grained Lineage for Safer Notebook Interactions.

Learning Lineage Constraints for Data Science Operations Fine-Grained Lineage for Safer Notebook Interactions

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:59.029884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcecefd4-871c-4cc7-a343-f7a4d26a35c4 · outbound

This paper cites Mezhanskiy.

Learning Lineage Constraints for Data Science Operations Mezhanskiy

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:05.322073Z

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 ff76c02e-364c-4321-8b23-c7dc9f2a6aa2 · outbound

This paper cites an unresolved cited work.

Learning Lineage Constraints for Data Science Operations Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:04.638603Z

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 9f4f3dde-5576-44a9-8754-97a7679034a4 · outbound

This paper cites an unresolved cited work.

Learning Lineage Constraints for Data Science Operations Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:04.383153Z

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 15342798-5255-4ae9-b33d-892dea25be91 · outbound

This paper cites Narayan, I.

Learning Lineage Constraints for Data Science Operations Narayan, I

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:04.060301Z

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 43f8ba5c-ceb9-4c59-9494-740f9c4d0650 · outbound

This paper cites Neumann and M.

Learning Lineage Constraints for Data Science Operations Neumann and M

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:03.737359Z

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 ae86f99f-dab7-4f83-96cb-5791d5a9a9a4 · outbound

This paper cites Palkar, J.

Learning Lineage Constraints for Data Science Operations Palkar, J

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:03.512891Z

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 cb015f7b-138c-4ce5-a574-4a731da67245 · outbound

This paper cites Towards Scalable Dataframe Systems.

Learning Lineage Constraints for Data Science Operations Towards Scalable Dataframe Systems

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:59.494961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76d54aa3-2ff1-4f89-97ea-7c0b4534f156 · outbound

This paper cites Phani, B.

Learning Lineage Constraints for Data Science Operations Phani, B

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:03.284378Z

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 7622fe8c-4ffd-408d-832b-71301afcc832 · outbound

This paper cites Pirahesh, J.

Learning Lineage Constraints for Data Science Operations Pirahesh, J

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:03.050910Z

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 c6033403-b100-401a-b593-d12540c99d68 · outbound

This paper cites Smoke: Fine-grained Lineage at Interactive Speed.

Learning Lineage Constraints for Data Science Operations Smoke: Fine-grained Lineage at Interactive Speed

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T23:27:59.697165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75525824-bef0-4e71-a158-4b38d7455f2d · outbound

This paper cites an unresolved cited work.

Learning Lineage Constraints for Data Science Operations Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:02.816019Z

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 2c0c4b04-13aa-4587-9bdb-bb94676b7984 · outbound

This paper cites Sculley, G.

Learning Lineage Constraints for Data Science Operations Sculley, G

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:02.571813Z

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 aec47825-1442-4bd8-9bd2-5885f2183ae8 · outbound

This paper cites Shang, E.

Learning Lineage Constraints for Data Science Operations Shang, E

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:02.369376Z

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 a3ce1aaa-c85d-4cf7-93b8-1548726f7bbc · outbound

This paper cites an unresolved cited work.

Learning Lineage Constraints for Data Science Operations Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:02.077045Z

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 ad4c6a1f-10f2-40d3-9a02-2dacc77c52e0 · outbound

This paper cites Attention Is All You Need.

Learning Lineage Constraints for Data Science Operations Attention Is All You Need

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:00.016690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6119695f-6012-4202-9778-b32d46882b54 · outbound

This paper cites an unresolved cited work.

Learning Lineage Constraints for Data Science Operations Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:01.716347Z

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 19dae292-f8ce-4f00-b283-cb0dc27df536 · outbound

This paper cites an unresolved cited work.

Learning Lineage Constraints for Data Science Operations Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:01.612382Z

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 3da7867d-56d9-4731-8f18-819dd856b679 · outbound

This paper cites Helix: Holistic Optimization for Accelerating Iterative Machine Learning.

Learning Lineage Constraints for Data Science Operations Helix: Holistic Optimization for Accelerating Iterative Machine Learning

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:28:00.663475Z

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 3321962d-3b99-4a13-89aa-b477279bde85 · outbound

This paper cites an unresolved cited work.

Learning Lineage Constraints for Data Science Operations Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:28:01.407564Z

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 f65e81e0-2f49-4f01-8750-7bf97153dfc4 · outbound

This paper cites Zaharia, A.

Learning Lineage Constraints for Data Science Operations Zaharia, A

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:01.095656Z

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 a0b951fd-0df2-41b6-9081-9482dfc29275 · outbound

This paper cites Zhao and S.

Learning Lineage Constraints for Data Science Operations Zhao and S

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:00.905862Z

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 88cc0d0a-fbbf-4f13-a335-ec7f0c348e22 · outbound

This paper cites Learning Lineage Constraints for Data Science Operations [Vision] Conference acronym ’XX, June 03–05, 2018, Woodstock, NY.

Learning Lineage Constraints for Data Science Operations Learning Lineage Constraints for Data Science Operations [Vision] Conference acronym ’XX, June 03–05, 2018, Woodstock, NY

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:28:05.046009Z

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.

Pith citing papers

Observation e4479afd-261a-488b-bdbd-5bd6ac8ca2a1 · inbound

AuditWeave: A Tamper-Evident, Auditor-Navigable Evidence Layer for AI-Assisted and Data-Transformation Workflows cites this paper.

AuditWeave: A Tamper-Evident, Auditor-Navigable Evidence Layer for AI-Assisted and Data-Transformation Workflows Learning Lineage Constraints for Data Science Operations

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T17:53:42.038769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.