Paper Citation Record · LEDGER

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks

As of 10 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2502.02326.

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

pith.paper-citation-record.v1
2502.02326 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T12:34:38.928366Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T05:29:47.966776Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T05:34:20.082706Z

Reference resolution

41 of 41 outbound references displayed

verified exact3
verified fuzzy0
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4e5872c7-72c8-4025-a000-42da1c7e69a3 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.696218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cda00eb6-5e1e-43ea-a391-891ea5a5c82d · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:34:41.540973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 80d40ce1-ee02-4c73-a46a-61408642e1e1 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.706387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9345b17-ec31-4c6b-ba0b-6db191a0d308 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.711874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0dc98dda-081f-40b4-bc85-0b4558f5d89a · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.716573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b5f15ec-f094-402f-87aa-ba0c8e8c989b · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.728113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52607310-55e9-499d-904a-0566cf082137 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.732480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bea17e0c-14de-4c47-ad2c-dce9853af3f6 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:34:41.523033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3029b163-e61a-4c38-b705-9732f168e49e · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 10

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T12:34:40.937662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 72cb396e-221a-4a25-a87c-66d5b0b376b6 · outbound

This paper cites Guo, Sean Kandel, Joseph M.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Guo, Sean Kandel, Joseph M

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.745392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 73e5dd21-9003-4f86-a632-8e85d63f873f · outbound

This paper cites Drucker, and Robert DeLine.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Drucker, and Robert DeLine

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.751383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c9d8496-9101-4ccf-8ec1-64b22eb36d43 · outbound

This paper cites John, Patrick O’Flaherty, Amber Horvath, and Brad A.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks John, Patrick O’Flaherty, Amber Horvath, and Brad A

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.767158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86def612-1477-4a2d-afd4-efc2cc3802ce · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:34:41.503868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 61837f5a-7a0c-4c21-a1d7-2740aac820c2 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.777647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70e5fab8-2ca3-40a3-80fb-2d7e9419888e · outbound

This paper cites Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.782700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ca3b7a2-1354-4295-8c6c-f0b30c7ce6b9 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.787812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea0eb82c-1c5b-4f92-87e3-ee37c2d63af6 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.797352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14444f17-cc5f-4c4e-8a90-b766fc06e1af · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.802267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bad7078e-0925-4769-8e77-615519eb941a · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.806923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1998f59b-ec18-49ae-820d-83468d2387a9 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.811984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1bde1d2-126a-4c3d-9c2a-05395ff5f264 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.821566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f2f7451-d1ff-4eb3-ba8a-bf65f1edcfb0 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.827606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 387cc11e-ce61-40fa-a4c4-7af86a0363f9 · outbound

This paper cites Nelson, Halden Lin, Adam M.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Nelson, Halden Lin, Adam M

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.832994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42f7f3f0-8b0b-4d67-b231-cfd3b523ae53 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 29

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T12:34:39.830593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 77e2bae0-aefa-4845-ac17-277a5f78f486 · outbound

This paper cites Hofman, and Daniel G.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Hofman, and Daniel G

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.843539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67fdadff-1de4-4688-8ffc-d72b2fa6073a · outbound

This paper cites Beyond Heuristics: Learning Visualization Design.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Beyond Heuristics: Learning Visualization Design

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-08-09T12:34:39.697774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9ea09349-74a8-4441-a29d-09d0dae74cfd · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.858470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87e521a5-de59-40a3-9b42-69fb83b40a07 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.863830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a0aa12b-e7b2-4d10-8877-3bde4c98abb1 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:34:41.485588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 91ec7de6-4c29-48dd-a6fb-2d9e47496db2 · outbound

This paper cites Parameswaran, and Neoklis Polyzotis.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Parameswaran, and Neoklis Polyzotis

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.877999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42a0e027-976f-46c4-b4c0-b5c88e440ef8 · outbound

This paper cites DeLine, and Steven Mark Drucker.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks DeLine, and Steven Mark Drucker

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.882891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76f3bef4-267a-4d88-9616-2d441dd9add0 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.888139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec079787-cab0-4ea7-9265-e1cb0b574b35 · outbound

This paper cites Drucker, Titus Barik, and Robert DeLine.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Drucker, Titus Barik, and Robert DeLine

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.893095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 978aaeff-1cc8-4dc0-87e2-35b52d18fa70 · outbound

This paper cites Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.897799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 445f959f-ee34-4ab1-b9e7-7d15cc02bcc4 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.902742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a9a6eed-5bed-4f77-a5da-b7414fd5896f · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-09T12:34:41.465892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 50bd73ef-5b8b-4ca6-a729-2a435abcf56b · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.911569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ddf24cf-8f77-440f-8f8b-684ef7c99f21 · outbound

This paper cites Hellerstein, and Arvind Satyanarayan.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Hellerstein, and Arvind Satyanarayan

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.915750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27b443b1-ca9f-4f43-bddb-91d60eee84fc · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.920184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7d952b3-0177-4ac2-aaa3-76d675c42e26 · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.924292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24ad9195-d699-4e1d-ad79-e0ff9183588a · outbound

This paper cites an unresolved cited work.

NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-09T12:34:38.928366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c8df3ec7-be25-4a32-8bcf-a949f8dc1f64 · inbound

Making Multimodal LLMs Reliable Chart Data Extractors: A Benchmark and Training Framework cites this paper.

Making Multimodal LLMs Reliable Chart Data Extractors: A Benchmark and Training Framework NoteFlow: Recommending Charts as Sight Glasses for Tracing Data Flow in Computational Notebooks

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-06-30T05:34:20.084446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.