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Paper Citation Record · LEDGER

Are the Majority of Public Computational Notebooks Pathologically Non-Executable?

As of 19 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 1 inbound Pith citation observation for arXiv:2502.04184.

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

pith.paper-citation-record.v1
2502.04184 v4

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T23:16:48.259103Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:12:20.557992Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T05:12:22.840705Z

Reference resolution

55 of 55 outbound references displayed

  • verified exact0
  • verified fuzzy50
  • unresolved3
  • parse uncertain1
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 19043be0-8cac-49cb-8708-6d59c8754060 · outbound

This paper cites Project jupyter: Computational narratives as the engine of collaborative data science,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Project jupyter: Computational narratives as the engine of collaborative data science,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.924494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation fcfe6e4b-be67-47c4-aa6c-d9727a6e40c8 · outbound

This paper cites Eliciting best practices for collaboration with computational notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Eliciting best practices for collaboration with computational notebooks,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.911928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.044855Z digest=sha256:ec74b71eb5ff583a66b0e48cd9a4ddb6e692fac0cb06bd95b112e277a833f514

Observation 2b53074d-870d-4edb-b9e8-19c7aed6e74a · outbound

This paper cites A large-scale study about quality and reproducibility of jupyter notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? A large-scale study about quality and reproducibility of jupyter notebooks,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.900626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.049809Z digest=sha256:865dd9db55a1c6f110bf8a0b64e5901f0eefaf9d1c49a294d299cc1de354badc

Observation 91ba29fb-e3d4-4fe9-965b-e16dca367de7 · outbound

This paper cites To- wards exploring the code reuse from stack overflow during software development,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? To- wards exploring the code reuse from stack overflow during software development,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.888119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.055197Z digest=sha256:32a91de9e9c19884d3f21fb0f8aa6d2f558d89e302ba47b7ea0557395a335758

Observation 49a568dc-fc51-4102-9320-ebab6adf1a2a · outbound

This paper cites Understanding and improving the quality and reproducibility of jupyter notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Understanding and improving the quality and reproducibility of jupyter notebooks,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.875912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.059711Z digest=sha256:89d99ded3289d0c79dec7babd05f8127f9915c85e8140ca65b592f5a26628510

Observation 655d8522-dd0e-4587-bdb9-763b37c7e2dd · outbound

This paper cites Restoring execution environments of jupyter notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Restoring execution environments of jupyter notebooks,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.865260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.064156Z digest=sha256:39af802875fc79eb8c260208c0b664e1ed649df1dc74ce10cd7739ac315af686

Observation ebe77d78-e728-473c-baf5-c9e825665c16 · outbound

This paper cites Restoring the executability of jupyter notebooks by automatic upgrade of deprecated apis,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Restoring the executability of jupyter notebooks by automatic upgrade of deprecated apis,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.853326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.068326Z digest=sha256:2b6d1b6de8e7c9403ac0b67d96c69c2aa533836fdae154d8d8aca31465cfe96c

Observation 62ffe688-e951-4b08-94bf-9334fb447498 · outbound

This paper cites Manag- ing messes in computational notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Manag- ing messes in computational notebooks,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.841667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.072092Z digest=sha256:2cb2a340073caf507955f744f92cc11aebc0c852371757d0158b6d6282aea9d4

Observation aea141d1-6c97-4783-b298-128826d26f8b · outbound

This paper cites Assessing and restoring repro- ducibility of jupyter notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Assessing and restoring repro- ducibility of jupyter notebooks,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.830646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.076087Z digest=sha256:4ddd9ca61f5474071b0de9e32fccb6be3c549d98f51a690ac447407669d0ba17

Observation b942ce8e-380e-43d7-be4c-205db47b9456 · outbound

This paper cites The lisp implementation for the pdp- 1 computer.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? The lisp implementation for the pdp- 1 computer

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.819639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.079951Z digest=sha256:d078db9c9ced6e33446fbcb9797bf99e982a85504800392b449a729765180c0a

Observation 96872e3d-30b0-4c2c-aa80-67d501e6c180 · outbound

This paper cites Understanding the factors that impact the popularity of github repositories,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Understanding the factors that impact the popularity of github repositories,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.807847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.083906Z digest=sha256:b95790f72ca82c63744de0ab2eff63c29d7254b62548cace17277f89c9495dbc

Observation b3bfad9b-087f-4275-884b-aeb53e5b4bbf · outbound

This paper cites The Fault in Our Stars: An Analysis of GitHub Stars as an Importance Metric for Web Source Code,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? The Fault in Our Stars: An Analysis of GitHub Stars as an Importance Metric for Web Source Code,

Reference 12

Resolution
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raw_fallback, observed 2026-08-08T23:16:48.797356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.087703Z digest=sha256:cf36f8d1a1d28d7bce2263aa5988f158ebdb1e2561633038d7d9d6cde0c4362c

Observation d37f81df-3ecc-4e51-a546-574b15a1dd1b · outbound

This paper cites Llms for science: Usage for code generation and data analysis,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Llms for science: Usage for code generation and data analysis,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.786174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.091365Z digest=sha256:79328df9570c18e4d649890c0019492c3acf89376ef1ea02415c153ce95bcc01

Observation 68e2ce40-0d88-4e17-937f-422bfbd6f8e4 · outbound

This paper cites Soen-101: Code generation by emulating software process models using large language model agents,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Soen-101: Code generation by emulating software process models using large language model agents,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.775123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.095572Z digest=sha256:caa1c9e6ec131799e0deb66cbb59ec06752dda18c03b6029af85d54b18fb936d

Observation 4d72415c-9386-4095-88b0-dab61c74c703 · outbound

This paper cites https://github.com/girlscript/winter-of-contributing/blob/ main/Datascience With Python/Machine%20Learning/Algorithms/ Random%20Forest%20Algorithm/random forest algorithm.ipynb,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? https://github.com/girlscript/winter-of-contributing/blob/ main/Datascience With Python/Machine%20Learning/Algorithms/ Random%20Forest%20Algorithm/random forest algorithm.ipynb,

Reference 15

Resolution
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raw_fallback, observed 2026-08-08T23:16:48.763874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.099250Z digest=sha256:064fc2943c629cce4247b69179eb0152c6dd4615fa3dba34ee0f429df0ed1594

Observation eb299bf4-0b09-46bf-bfbd-24a028d6793f · outbound

This paper cites an unresolved cited work.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:16:48.740811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.107861Z digest=sha256:5d3962fa8db88520b646f15915950900d8dc49ab054bc02c897a35b306f27d63

Observation a02f96e4-dd8d-446d-84f7-07f3e86d595c · outbound

This paper cites Papermill: Parameterize, execute, and analyze note- books,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Papermill: Parameterize, execute, and analyze note- books,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.730161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.112465Z digest=sha256:6013b57c885acbd5c5e5ccf070f7a8c1269aa9d0ef52ee2234f67aa35e003315

Observation e65c4716-7387-4a88-a457-ec0aef89d245 · outbound

This paper cites https://github.com/pytopia/Python-2022/blob/main/Python/ 02.%20Object%20Oriented%20Programming/09%20Data%20Types% 20Methods.ipynb.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? https://github.com/pytopia/Python-2022/blob/main/Python/ 02.%20Object%20Oriented%20Programming/09%20Data%20Types% 20Methods.ipynb

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.720267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.116841Z digest=sha256:c93c8236257310f0c23bdd93543ea692302fe815f1b01f09b7508c845eca18de

Observation 45cf43dd-c615-403e-bc18-04ba53c4724e · outbound

This paper cites The power of concise prompts in large language models,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? The power of concise prompts in large language models,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.708878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.121019Z digest=sha256:ddf45c58cdae0291d87d370e18e9b9c222919f5132d67a2b75b9d35b318bb2fa

Observation db3fbd7c-390b-4e58-9cd0-17a79a061722 · outbound

This paper cites Introducing meta llama 3: The most capable openly available llm to date.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Introducing meta llama 3: The most capable openly available llm to date

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.697292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.125409Z digest=sha256:60933b11fee3a1c4ed737ee4816ae504eea1189da1818d231e0be91802521c55

Observation 8aa84787-923e-497e-97aa-7981257c0128 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-08T23:16:48.131012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:16:48.131012Z digest=sha256:294c72f670b5c49f50b30a05ae2da1bb366f5f586bd3dd0ffe513c0b365f3d3b

Observation 21595aa8-c51a-4984-bb69-46ba5b8a47ee · outbound

This paper cites https://github.com/JadFatTail/quant struggle/blob/master/µ/ µ.ipynb.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? https://github.com/JadFatTail/quant struggle/blob/master/µ/ µ.ipynb

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.685510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.136841Z digest=sha256:bdc0057f261db7bdfea3ddd3de39e216a4308b94bcc5b15f8a2d459b66b22ff9

Observation a6abd51b-ba5d-498c-9ffc-6a5be13f3922 · outbound

This paper cites https://github.com/jarodHAN/Python-100-Days-master/ blob/master/Day76-90/code/8-pandas%E5%88%86%E7%BB% 84%E8%81%9A%E5%90%88%E6%93%8D%E4%BD%9C.ipynb.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? https://github.com/jarodHAN/Python-100-Days-master/ blob/master/Day76-90/code/8-pandas%E5%88%86%E7%BB% 84%E8%81%9A%E5%90%88%E6%93%8D%E4%BD%9C.ipynb

Reference 23

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raw_fallback, observed 2026-08-08T23:16:48.674126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.140822Z digest=sha256:8793ca2dc6abd5c1ca6f46a6ac4ee103a7d17ebe6619f1d00d295ada1a077a38

Observation 1c742d6d-6799-439b-a263-55a727bea34a · outbound

This paper cites https://github.com/Visualize-ML/Book6 First-Course-in-Data-Science/blob/main/Book6 Ch11 Python Codes/ Bk6 Ch11 01.ipynb.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? https://github.com/Visualize-ML/Book6 First-Course-in-Data-Science/blob/main/Book6 Ch11 Python Codes/ Bk6 Ch11 01.ipynb

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.664014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.144590Z digest=sha256:770dec24cade4c083590a0cc4e2dfed3628180da75a3314b41b9b0d67a04e028

Observation 6934bf09-64b5-42a5-a418-c70242ac4af7 · outbound

This paper cites https://www.kaggle.com/.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? https://www.kaggle.com/

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.653755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.147926Z digest=sha256:c24dfeab0dbb95f48fb03bda1ba0e6e0f92a76c322814236192a593b16619a23

Observation 40fc1aa9-c9a1-4656-8cf8-51c884b766f9 · outbound

This paper cites an unresolved cited work.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:16:48.642451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.151102Z digest=sha256:fadb2adfc823298bdb83ec9e1da5998ba1322fb7b3b9f7bb87d6b6b1801c84fe

Observation a2c34b71-bc23-4cfd-a3a5-6e80b0fed8b9 · outbound

This paper cites Tpc-ds: The next gen- eration decision support benchmark,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Tpc-ds: The next gen- eration decision support benchmark,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.629240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.155060Z digest=sha256:d73216881582b3865fe66387fff2ef09a3ffbaa3f64731f2c1782deccb279c6f

Observation 8a0a1a48-6e6f-4305-8356-7b363dce7dca · outbound

This paper cites Long context rag performance of llms,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Long context rag performance of llms,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.616258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.158920Z digest=sha256:9a5386640f521d511276737932a28af84b0ed965b53a1f2c1618b893a153e216

Observation e8b37016-1089-4646-9738-c0a9e0a69f2a · outbound

This paper cites Dytan: a generic dynamic taint analysis framework,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Dytan: a generic dynamic taint analysis framework,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.603675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.162464Z digest=sha256:c34851f8f1a2c75409b04d1f311996f45ee937fef3b3aa65d325d5569c7f884f

Observation 2f5f0a2b-3230-4853-91bd-2d0b53312215 · outbound

This paper cites Tracing data errors with view-conditioned causality,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Tracing data errors with view-conditioned causality,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.593630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.166019Z digest=sha256:183e58bc7a41bedafc45711d771a0262561bd1ebf4a028ec19a1f963eeebf018

Observation ae8385c8-1b1b-4a1f-ac67-c8233dcfa718 · outbound

This paper cites Are automated debugging techniques actually helping programmers?,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Are automated debugging techniques actually helping programmers?,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.581501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.170053Z digest=sha256:a92c282423529a431dcc9d19d6151b4c2cd7a2133c095bbd8dd6e9b5348f2a6d

Observation b275bd33-5734-464b-b0b5-8dcb51751013 · outbound

This paper cites A survey of symbolic execution techniques,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? A survey of symbolic execution techniques,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.570380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.173546Z digest=sha256:d6f5c93ceb7841a0542a5996f428403ac26233f68f78bf895ecacf2e461889ca

Observation 500773fa-3ebc-4c5b-b62c-67556ee71c22 · outbound

This paper cites Exploration and explanation in computational notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Exploration and explanation in computational notebooks,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.558956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.177387Z digest=sha256:13cb8380ce4ab7248ae11e0db5413cadf57f57e2594a221a970ed54aca8b73dd

Observation f2a2e968-c15e-4413-a04c-87a89d17ad1d · outbound

This paper cites distutils — building and installing python modules — python 3.10.15 documentation.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? distutils — building and installing python modules — python 3.10.15 documentation

Reference 34

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T23:16:48.547694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.181879Z digest=sha256:262670fd9084654de9ef082911bfec4134dcff6988bcc72308b0b95ffda77642

Observation da5e4290-6736-48da-b707-4bd15eb17083 · outbound

This paper cites Building and distributing packages with setuptools - setup- tools 75.3.0.post20241107 documentation.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Building and distributing packages with setuptools - setup- tools 75.3.0.post20241107 documentation

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.535571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.186087Z digest=sha256:1d76ae2fc98a429b928bbeea96d391460305faad6b0e6a0ad5f12f73fbbaddee

Observation a6b1c2db-fbd6-4540-82fe-b13bef1fb81a · outbound

This paper cites Jupyter notebooks—a publishing format for reproducible computational workflows,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Jupyter notebooks—a publishing format for reproducible computational workflows,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.522134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.189695Z digest=sha256:8ba4ba6262bf2e83bfce3a86ac741d5652549c11f073c00a0d38e79a48bb1ba4

Observation eadda317-b770-4dd1-830b-19529210165e · outbound

This paper cites What’s wrong with computational notebooks? pain points, needs, and design opportunities,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? What’s wrong with computational notebooks? pain points, needs, and design opportunities,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.510366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.193165Z digest=sha256:7d8ee2cd1a7f124178d2cd059aafe768a8ea86127b12343a4155a126d807253a

Observation e9a85b22-4e56-4409-8f5a-ecb2c4ed4b07 · outbound

This paper cites Aiding collaborative reuse of computational notebooks with annotated cell folding,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Aiding collaborative reuse of computational notebooks with annotated cell folding,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.498797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.196911Z digest=sha256:2e8cd322046e6d2157a5ba2864c60b9cd3d8faf88da7279ca59a2c299dafd3c9

Observation 165b2103-7900-42da-ba7d-5462e323f9fb · outbound

This paper cites Evaluating navigation and comparison performance of computational notebooks on desktop and in virtual reality,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Evaluating navigation and comparison performance of computational notebooks on desktop and in virtual reality,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.487829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.201459Z digest=sha256:07df753ef5a793dcbfb7d2ca5473e15c989abe92d12130261820749a34c8ee07

Observation 6c3fcd4c-347f-4ec6-8765-9e413d1696b5 · outbound

This paper cites Computational reproducibility of Jupyter notebooks from biomedical publications,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Computational reproducibility of Jupyter notebooks from biomedical publications,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.475187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.205177Z digest=sha256:a2e722ff1400bda7dd721790defb90ac2c85af0325ad1c88f5ac106a0cbc9225

Observation e2bce044-1330-487a-8292-7392bb3cbd57 · outbound

This paper cites How data scientists use computational notebooks for real-time collaboration,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? How data scientists use computational notebooks for real-time collaboration,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.463601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.208956Z digest=sha256:994dd7c641ddc642238b8070f26c4ae04e7144d60c6656cf1aedda19ed1172c1

Observation 77afe00d-9b96-46a9-bb74-240964853f69 · outbound

This paper cites Using the jupyter notebook as a tool for open science: An empirical study,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Using the jupyter notebook as a tool for open science: An empirical study,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.452732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.212736Z digest=sha256:e64ffaaef8201b4ac111bc0ba2d1b31e865bc8a90b322495d3eae45e1daaa4ba

Observation 88053e3f-2ab0-4cd3-9686-5347cf2ddbf9 · outbound

This paper cites Nbsearch: Semantic search and visual exploration of computational notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Nbsearch: Semantic search and visual exploration of computational notebooks,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.442852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.216861Z digest=sha256:cb4114ffb18692a52b419c42dc9de28a08e99ae3302b0738b83fee3e00c6a74b

Observation 6c56ab4e-ba95-4dab-937f-a3a2b2366adb · outbound

This paper cites Outlinespark: Igniting ai-powered presentation slides creation from computational notebooks through outlines,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Outlinespark: Igniting ai-powered presentation slides creation from computational notebooks through outlines,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.431585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.220931Z digest=sha256:27ef3b29c4f9fa09905218a5ba696a1add71887a66f87e1e5631c2221ece3bcd

Observation 3a413422-518b-4500-a83b-168d4641ad43 · outbound

This paper cites On the design of ai-powered code assistants for notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? On the design of ai-powered code assistants for notebooks,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.420332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.224488Z digest=sha256:6ca23c431710ad90c81df9766b01f723e3d26fbec56a1e32abdef89dc6d70327

Observation 49a540b0-cbbe-4912-bf05-f9a6c8072353 · outbound

This paper cites Better code, better sharing:on the need of analyzing jupyter notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Better code, better sharing:on the need of analyzing jupyter notebooks,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.406878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.227705Z digest=sha256:610140cd591453a2c15d84dc54221d77e962df09d11d24417e630063d8ef86e4

Observation 546ed0c3-2790-45a0-8179-e02752fbd32f · outbound

This paper cites Fork it: Supporting stateful alternatives in computational notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Fork it: Supporting stateful alternatives in computational notebooks,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.394141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.231507Z digest=sha256:9fefa3d4e966fa48525d2d2c36da7255c477fe2b389f7ff366c9efdd88470433

Observation 6a769e41-cf2a-4cd8-b2cf-68f205c5c829 · outbound

This paper cites Demonstration of elasticnotebook: Migrating live computational notebook states,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Demonstration of elasticnotebook: Migrating live computational notebook states,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.383547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.235316Z digest=sha256:9c809b0415564d036e6511113a1650385430ebdb6f700d5c0be896362fc9861e

Observation e2b6226c-d38c-46a2-9140-d077276c1249 · outbound

This paper cites Facilitating mixed-methods analysis with computational notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Facilitating mixed-methods analysis with computational notebooks,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.371910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.238960Z digest=sha256:522bb6d28cc4455e0857a920b93f5c4d0331a1f41d43e6a42693f3bf825e35c8

Observation afa484af-56a9-44d6-8e52-3cab2814ac96 · outbound

This paper cites ”don’t step on my toes.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? ”don’t step on my toes

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.358738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.242495Z digest=sha256:69e11bf57dd586025163613319f4cef3c7f98ed21196abfad724c400e1db1b28

Observation fabf2a2a-dd2e-495a-8925-f732c919be84 · outbound

This paper cites Supernova: Design strategies and opportunities for interactive visualization in computational notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Supernova: Design strategies and opportunities for interactive visualization in computational notebooks,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.345115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.247111Z digest=sha256:7d6749ea13a9144e5c0222908bf9c850f04307ec02f37466f4e7cbe8cc6d7768

Observation 5eacc134-8360-42d7-8f35-dca080fa7865 · outbound

This paper cites Error iden- tification strategies for python jupyter notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Error iden- tification strategies for python jupyter notebooks,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.330897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.251195Z digest=sha256:b2600fc192d651ff1728cbf5ce8e6f97f6fc5fdec5c456140d91c6080affd5e6

Observation 8d5d0c89-0992-4d10-b86b-044af8b54dcb · outbound

This paper cites From computational to conversational note- books,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? From computational to conversational note- books,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.318365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.255198Z digest=sha256:1d02bb52769a2d426be7d81d8381a2688c21fa99e3c02c417e52aa741f11373e

Observation c95cff37-bbcf-4d98-a643-78d69c27e9e8 · outbound

This paper cites Untangling knots: Leveraging llm for error resolution in computational notebooks,.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Untangling knots: Leveraging llm for error resolution in computational notebooks,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:16:48.307275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.259103Z digest=sha256:b5cc69dddf7268ff1149905719ad5e617a4d38ad4d47082cd8c44cbe0d4e01a8

Observation 6836e35b-a19a-4566-8a82-2d13c51d0342 · outbound

This paper cites an unresolved cited work.

Are the Majority of Public Computational Notebooks Pathologically Non-Executable? Unresolved cited work

Reference 2021

Resolution
parse uncertain
raw_fallback, observed 2026-08-08T23:16:48.752172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-08T23:16:48.103380Z digest=sha256:78d5214227954a9a5ca23789374510f619538917da85881373b85e6cf1aa7b57

Pith citing papers

Observation a203510a-b286-4d51-8d5f-910a8c902afd · inbound

A Methodological Framework for LLM-Based Mining of Software Repositories cites this paper.

A Methodological Framework for LLM-Based Mining of Software Repositories Are the Majority of Public Computational Notebooks Pathologically Non-Executable?

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-06T05:12:22.906866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T05:12:20.557992Z digest=sha256:c526400974e21990675145c6fd3dd5d29a3fbdf35365e6140ee0341ff54c2673