Paper Citation Record · LEDGER

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks

As of 5 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2510.18013.

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

pith.paper-citation-record.v1
2510.18013 v4

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-18T05:43:41.140010Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

28 of 28 outbound references displayed

verified exact12
verified fuzzy2
unresolved5
parse uncertain0
malformed identifier2
metadata mismatch7

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 281b08b6-0c79-4b35-96f5-58ff0edf6893 · outbound

This paper cites Bug analysis in Jupyter notebook projects: An empirical study,.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Bug analysis in Jupyter notebook projects: An empirical study,

Reference 1

Resolution: verified exact; doi, observed 2026-05-18T05:45:55.971063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 180ddf98-8e98-41ab-93a3-9dcde9c683ba · outbound

This paper cites 2022 , isbn =.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks 2022 , isbn =

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T05:45:55.987634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3f6f7ef1-7e9f-40fa-93d8-98ddc8a8c0c5 · outbound

This paper cites Phoenix: automated data-driven synthesis of repairs for static analysis violations.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Phoenix: automated data-driven synthesis of repairs for static analysis violations

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T05:45:55.974185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7357af64-eff8-410c-8e64-44231977797f · outbound

This paper cites Recognizing developers' emotions while programming , isbn =.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Recognizing developers' emotions while programming , isbn =

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T05:45:55.983918Z

Source-reported events for the cited work

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Observation f1d46623-75ab-49a2-a779-416d432b7bfb · outbound

This paper cites an unresolved cited work.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-05-18T05:45:56.664273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation bac534fa-23c0-4836-b2d0-9f7520f5e6cb · outbound

This paper cites Real Faults in Deep Learning Fault Benchmarks: How Real Are They?.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Real Faults in Deep Learning Fault Benchmarks: How Real Are They?

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:45:56.288967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation cc3470b7-a9cb-46de-b863-6c21bc1a6d75 · outbound

This paper cites an unresolved cited work.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-18T05:45:56.659191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f216dd37-fa2c-46d2-aca4-42aac933c8d0 · outbound

This paper cites Technical debt in the peer-review documentation of r packages: A ropensci case study.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Technical debt in the peer-review documentation of r packages: A ropensci case study

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:45:55.980240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 454ac527-b246-47cc-a0c6-7df6fa4522c6 · outbound

This paper cites https://doi.org/10.1145/3510454.3516826.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks https://doi.org/10.1145/3510454.3516826

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:45:55.997252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6dfdfbc6-4151-4f6f-af16-ad2848fb1144 · outbound

This paper cites Sánchez, Pedro Delgado-Pérez, Inmaculada Medina-Bulo, and Sergio Segura.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Sánchez, Pedro Delgado-Pérez, Inmaculada Medina-Bulo, and Sergio Segura

Reference 10

Resolution: malformed identifier; doi_truncated, observed 2026-05-18T05:45:55.999863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 11793573-3716-41b2-bdbd-e57c9fb683ed · outbound

This paper cites 23 Apr, 2025.Using Jupyter Notebook for Machine Learning Development on NAS Systems.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks 23 Apr, 2025.Using Jupyter Notebook for Machine Learning Development on NAS Systems

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T05:45:56.661849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f1d6e530-325a-4f3b-b2fe-501d71fb2661 · outbound

This paper cites an unresolved cited work.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-05-18T05:45:55.976457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8d5dc1f3-4036-412b-ac7a-8d5e45368b8b · outbound

This paper cites an unresolved cited work.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-05-18T05:45:56.667793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9f6c9656-147f-4bb3-bd16-e4b092f4f5d4 · outbound

This paper cites 2019 IEEE Interna- tional Conference on Multimedia and Expo (ICME), 406–411 (2019) https://doi.org/10.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks 2019 IEEE Interna- tional Conference on Multimedia and Expo (ICME), 406–411 (2019) https://doi.org/10

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T05:45:55.994529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 03f4e8ce-3af5-4633-b6c3-513c23070342 · outbound

This paper cites Technical debt in the peer-review documentation of r packages: A ropensci case study.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Technical debt in the peer-review documentation of r packages: A ropensci case study

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T05:45:55.990950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5b2679a8-51d5-4511-8d89-5e054f348103 · outbound

This paper cites an unresolved cited work.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-05-18T05:45:56.651079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 99ce7ded-6306-4189-b184-7691f8df3a2d · outbound

This paper cites an unresolved cited work.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Unresolved cited work

Reference 17

Resolution: malformed identifier; raw_fallback, observed 2026-05-18T05:45:56.656502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8965cc9c-1695-4290-aaee-83c05f43fd07 · outbound

This paper cites an unresolved cited work.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-18T05:45:56.648897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c9f3747f-0771-4661-9808-6c7991e79b04 · outbound

This paper cites IEEE Transactions on Software Engineering 25, 557–572.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks IEEE Transactions on Software Engineering 25, 557–572

Reference 19

Resolution: verified exact; doi, observed 2026-05-18T05:45:56.002490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b02ad9ab-8caa-44d6-9c5b-c6167842b440 · outbound

This paper cites Kistowski, Jeremy A.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Kistowski, Jeremy A

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:45:56.015182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7c5272f1-05b8-428e-9fee-955514c57826 · outbound

This paper cites Traceability transformed: Generating more accurate links with pre-trained BERT models.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Traceability transformed: Generating more accurate links with pre-trained BERT models

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T05:45:56.018028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 0b152078-8802-4eb7-9497-2e0f4e2a0033 · outbound

This paper cites JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-18T05:45:56.654165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation fc88b4a0-d39b-4d15-a96a-7bfaf9fb378f · outbound

This paper cites an unresolved cited work.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-05-18T05:45:56.022973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation be1d2a38-b7f8-4073-8e67-653cf9b31c07 · outbound

This paper cites Why do machine learning notebooks crash? an empirical study on public Python Jupyter notebooks,.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Why do machine learning notebooks crash? an empirical study on public Python Jupyter notebooks,

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:45:56.020936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e8a2b1d4-4bcb-4290-b31b-8a95198da58b · outbound

This paper cites Traceability transformed: Generating more accurate links with pre-trained BERT models.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Traceability transformed: Generating more accurate links with pre-trained BERT models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:45:56.011827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 75109836-2b0c-4d28-bdf7-b34dc2d70fce · outbound

This paper cites What to blame? on the granularity of fault localization for deep neural networks.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks What to blame? on the granularity of fault localization for deep neural networks

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:45:56.008838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation af9eaa7b-6e48-492e-b729-7dd5565ea557 · outbound

This paper cites Automatically translating bug reports into test cases for mobile apps.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Automatically translating bug reports into test cases for mobile apps

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T05:45:56.005916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f61e2b3c-e0b0-43fa-9977-bd874f798c92 · outbound

This paper cites Furth, Michael Pradel, and Cindy Rubio-González.

JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks Furth, Michael Pradel, and Cindy Rubio-González

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:45:56.285737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

No inbound Pith citation observations are available.