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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
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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=sha256:34d203b89db4d7f5fb441febfc8f34487af300e655add2e6e38efb3541dce5be

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:d8cb021626342d1e4ab4cce0eb151bb6cbf64e62e4307cde9a51627a33b1df8d

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=sha256:5188b9614795ba42af0d44100b64082870bd8c4038f54af8a357aa52d6905268

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=sha256:82985d4049de4452994aef8641f92520d8a7ca32b89aa307f3dc36039bc8944e

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:b58c39fbca498c292088720f28c09b2cc99114610fdee181379eac5d48f0238d

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
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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=sha256:60d2faa3ae197d22f1a0e6d1388ad13140bb27fcd52c556ddb33ce45bf263c9f

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
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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:e5385a13a47f85cc6bfeb487309f6817c9bd9ce4df1154a414efae539e4e6bba

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=sha256:9f0d44de4c5d54ffa0ad7c5771d693a5fb26566efafb769ea998894cb3f170dd

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:bd91f0658a095d8d05faebe9e85d1f461c26cdc228ca5f8426f22d1c2be35a18

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:a887cf03adf0b31f57a3adfaa475f6b4c88f53b84f1fd2b55e127c04cdf0291c

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=sha256:5f60617c4eff46329293efe4cc4919d7d748accc72d60c80255ceedad8fe380f

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:eac4f631983fd2144c53a41dc1985ad4b2813e668bc9f5697ff039f54fea55ba

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=sha256:972b2c3f9df3811700ad9e0fd23c8c475872ba3300f55e4e837cd9bf9366bd99

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=sha256:68c3a325d01cedc8cb5d914b1664c0507d3becebc0783a28f163fd86bad19642

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:c0b3e7ffc385ae239dadf88b717d4b83d7fa18218d0f76d66392e15406b33ca8

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:f61c891993bf7c1ddf9f293a571d91eba1bcb7d3cfa16feb0bd942928e721754

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
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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=sha256:939aa0e99bead10b3a47ce3e9324ce5de1914fcc185c25b913cc1cf0c26aa8f1

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
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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:e9aaaa36ad88816dd9b7c98d294b3dd161cedc7715d61a2f4ff0e2807aaa1953

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:ce726a616d2bbf2aa240e4ea814300db52bde7333fbc6e2c4eb1090903ff9929

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:da8a1baaa89e0aed103f67025bee497da7a1d5481255b55c0e89b8c4fe683a0e

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
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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:dc71cf374f428564c5e25935f54c199882fb1a37fbad19c0fc701fe1e51df72a

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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verified fuzzy
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:bd928048cd2df04aca53626979f3beb17405a478167f176e4f4966e01ea0c7df

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=sha256:42e780621f7630f745510b78f2ecc7d671d278e0ae2fc3e8b74fd39d3a92bea5

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=sha256:226537bc61861f0460ec82560e07a0bc6124ca7bc26ec1d1c8e1dad6616c312c

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=sha256:964d72e81ed79efa6351f5aea0e5ec85a63e66f894902f2f38fa4b3f9f2d31ef

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=sha256:1165367332e2422200e39cb5528b9bf0f3aee4d993ff9cc6800cf5b431d1e3ac

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=sha256:1d87d76171032bd6a832c2c77947aaf8565fc8980d40a800a55af83d20294c81

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=sha256:731df1a6791673690dc4515a5dee5ac912163047f6c33e3a76e06686749c8aef

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=sha256:7121aad3d83d6074d9efde6578ab223f2b777832d195614da8e0fb8ad6132b3a

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=sha256:3d98a157072c6afdc2e2d54d0edc0c58df1db63bc454a992b49d88b16d8e2f37

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=sha256:4a2840cb1fb761b38433ff8d1a83c20a5911dbd3221ac32649e5c33d6c8e715f

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=sha256:8705907a523ab6097214af5ff23844208fe68c82fce4f34bf9db15ddf656f718

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:de75c68484e53772fdc328a8ddb38ce79dc8039d6fd3facac182db7db33220c6

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:a866d9762e9461eb805428b3fdca08b7d7a42fabe68a8eef4183c6707faaad41

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=sha256:2da406ba2e99129113f49d862d68257678180646dee8e0013e93cd175c80cf26

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:e8409ca97a84f5adaf9b39cfd1f3d8f72ec714f062f456bf50bdc3dcc6d326e2

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=sha256:7658bcffc88f7cfb7d8ad7bf6ea23d68e207dec43754a58482ed4261fac814dc

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=sha256:2c179844ddb75b64240d411c5a4e1c23da9370726ae2944a0bf753ff17d46194

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=sha256:994a98071aec28649817ed295fc5990b70235cfeaf3e7128e5a336c4bc8619dd

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=sha256:339ac50d4c651739a3d7b8f466ff07160abe8745678886d56b18876cbd6ca05d

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=sha256:0bae0c09e48129edff29a28732f854d91a91a01b6836b4993b7a5cb3180b461f

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=sha256:001bd44cc8c9e53013383313cd77d494c55fa9c03a36fafc5538164988120144

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=sha256:5d2ac5ed2871c76ceee38bcd78741137d814af14317ec361961bc91b5c04099c

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=sha256:555a6d22f67166e4a7b15e09079d1a5427c54d7a030a585b09ebb35381024fc5

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=sha256:85c0bb7b528551d07d3e1721387e5da40849fadc541909d695515e820f53636f

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=sha256:8a847d8aaddc2e1fa6de6ae9f38c63b96df95ecb63065f78caff40d1f9dc75e4

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:d74ebf43aef161ac18dff242afd3b50f55a631595048c811fb98d2cf59c510fb

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:e001b483c54038056a28604e07146452e1b000e0a6a81065f49981bb11db433a

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:d3bec6367a7ebed64e0d06d2c408227fdb3151dceecab4ef39fd6b78dfa32f05

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:c50dfef289a0a23180f81d41c09d4e981da64682570822f1693c1bd39bf402ab

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=sha256:64a49e52abe35c03ef5645b01ec1e5c9e40a68b6568649686990c2c5c3f57d08

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:ffb77cd703d31181d0012cc689e1849085574e1760daff05fa419531f06667ee

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=sha256:3d74082dab0d6cf017c542cb96d3d589993182c23f51e71e4017f5410117b58c

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=sha256:002b75f12104672770a5fee8ff04e8ccb67d79b8c625f231a8993c77684a323b

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=sha256:04ff369b39da097ae25a075c4404b8362c54b453a0c74f2d808863911d6037fd