Paper Citation Record · LEDGER

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models

As of 24 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 2 inbound Pith citation observations for arXiv:2509.14088.

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

pith.paper-citation-record.v1
2509.14088 v3

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:54:17.139309Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T10:04:28.528789Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T19:55:33.874248Z

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy13
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c23e94a-7767-46bc-84a7-05017d5cc5db · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.604702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e0a9330a-7aad-489b-92ee-f902fe2d3eb9 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.593636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 93a23b9a-2ca8-451b-9bd4-47710d6ebcaf · outbound

This paper cites Becker, Paul Denny, Raymond Pettit, Durell Bouchard, Dennis J.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Becker, Paul Denny, Raymond Pettit, Durell Bouchard, Dennis J

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.582297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 45dda02f-9437-43bc-bff6-45969616a18a · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.570341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 12853110-9486-48b2-b577-a69d6e182e8f · outbound

This paper cites Generative AI for Education (GAIED): Advances, Opportunities, and Challenges.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Generative AI for Education (GAIED): Advances, Opportunities, and Challenges

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T15:54:17.007983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 781fc042-fee1-4ad0-a769-a8bf4b01516f · outbound

This paper cites Becker, and Brent N.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Becker, and Brent N

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.558747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b44c7e79-ec6c-41bb-afb1-50418b8503de · outbound

This paper cites Tempero, and Jacob Hendrickx.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Tempero, and Jacob Hendrickx

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.547456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e5ce77e4-c431-4e45-9e1f-ac9282d115be · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.535245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 47dbe209-295c-40d6-b001-95e7c5f663ea · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.523254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 10a06f93-ef8e-4e98-83f8-d2a39518e299 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.511726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1fde91c2-1d7c-44bd-add5-41e84376610d · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.500733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d35dcfb0-9a46-4633-993b-f2145bb0c684 · outbound

This paper cites Henley, Barbara Jane Ericson, David Weintrop, and Tovi Grossman.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Henley, Barbara Jane Ericson, David Weintrop, and Tovi Grossman

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.490483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 748282fa-071a-406f-87fc-01e12766533c · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.479498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d59069e7-181d-40b6-a551-b3121f020d83 · outbound

This paper cites Smith, James Prather, Juho Leinonen, Andrew Luxton-Reilly, and Stephen MacNeil.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Smith, James Prather, Juho Leinonen, Andrew Luxton-Reilly, and Stephen MacNeil

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.468732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 41223133-042b-43a8-be9c-76af41668cef · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.458207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f34e9401-54d8-483d-80d1-a9d0447e6720 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.446951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4dc0249d-bba8-41d2-84e5-8a041dbec8f3 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.435244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fa1e0a3c-3401-46fc-ba2e-1e0327910b3e · outbound

This paper cites Markel, Steven G.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Markel, Steven G

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.424539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3498c696-fc16-415f-bcde-6e6ab61632c7 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.412899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d33f2930-c381-4efa-b2b2-a85fd8a81790 · outbound

This paper cites Synthesizing High-Quality Programming Tasks with LLM-based Expert and Student Agents.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Synthesizing High-Quality Programming Tasks with LLM-based Expert and Student Agents

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-15T15:54:17.201577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0efde9a6-8d20-4a7c-aeb4-a9c70c4f2942 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.401175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ef7f74f4-96be-4abf-a2ac-0287d9474a5c · outbound

This paper cites Can LLMs Identify Gaps and Misconceptions in Students' Code Explanations?.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Can LLMs Identify Gaps and Misconceptions in Students' Code Explanations?

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T15:54:17.077261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08816053-39ab-49fb-a43a-517202419dd2 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.389301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c9567b33-affe-4b04-a203-1ce259a79957 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.378090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 483223a4-772e-47a2-933c-ef2248e05386 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.366275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0b0afe62-15c3-4a7c-9326-003538107467 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.355088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6f0eb429-0fda-48f0-a995-f790ed59415d · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.343673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 64a19dc2-bb7b-4f70-b81f-c7952067352e · outbound

This paper cites Becker, Ibrahim Albluwi, Michelle Craig, Hieke Keuning, Natalie Kiesler, Tobias Kohn, Andrew Luxton- Reilly, Stephen MacNeil, Andrew Petersen, Raymond Pettit, Brent N.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Becker, Ibrahim Albluwi, Michelle Craig, Hieke Keuning, Natalie Kiesler, Tobias Kohn, Andrew Luxton- Reilly, Stephen MacNeil, Andrew Petersen, Raymond Pettit, Brent N

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.332148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dd350077-4564-4f74-a242-8a67fb6e1344 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.319101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation df02e9b0-0e0b-4a93-8f41-6637ee7146d1 · outbound

This paper cites Reeves, Juho Leinonen, Stephen MacNeil, Arisoa S.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Reeves, Juho Leinonen, Stephen MacNeil, Arisoa S

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.306664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b8ca46c3-2c66-403a-8054-7cd170e99898 · outbound

This paper cites Mitchell.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Mitchell

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.295154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3ee86be5-9684-4174-9b79-f7f5870d7083 · outbound

This paper cites Griswold, and Adalbert Gerald Soosai Raj.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Griswold, and Adalbert Gerald Soosai Raj

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.282887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 84b54d99-19e3-4d85-9de1-1049870aa0d3 · outbound

This paper cites Smith IV, Mounika Padala, Christine Alvarado, Jamie Gorson Benario, and Leo Porter.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Smith IV, Mounika Padala, Christine Alvarado, Jamie Gorson Benario, and Leo Porter

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.270710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7d6ab425-0477-4365-8aa6-39987772c3a5 · outbound

This paper cites Mitchell, and Chris Piech.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Mitchell, and Chris Piech

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.259446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9c32044c-bd5c-4068-b846-90def1503f77 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.248483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1370acdf-4e87-4c1b-a7b9-3bb7cc342446 · outbound

This paper cites Zamfirescu-Pereira, Laryn Qi, Bjorn Hartmann, John DeNero, and Narges Norouzi.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Zamfirescu-Pereira, Laryn Qi, Bjorn Hartmann, John DeNero, and Narges Norouzi

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:54:17.236886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 66659d47-4b6e-481a-b410-ca6298035df4 · outbound

This paper cites an unresolved cited work.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:54:17.225472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6d5ae4d3-c2a5-463e-8103-f39ea99c9a44 · outbound

This paper cites Breaking the Programming Language Barrier: Multilingual Prompting to Empower Non-Native English Learners.

Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models Breaking the Programming Language Barrier: Multilingual Prompting to Empower Non-Native English Learners

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T15:54:17.108599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 84ad788f-afe5-4fc2-b98e-f2d7eeba0ef9 · inbound

Say What? Examining Text and Voice Input Modalities for Prompt-Based Programming in Computing Education cites this paper.

Say What? Examining Text and Voice Input Modalities for Prompt-Based Programming in Computing Education Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-08T19:55:33.875719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 643490d6-d9ed-4bae-b256-a6ae3871b4ce · inbound

Commenting with Copilot: A Taxonomy and Multi-Year Analysis of Student Code-Generation Specifications cites this paper.

Commenting with Copilot: A Taxonomy and Multi-Year Analysis of Student Code-Generation Specifications Interleaving Natural Language Prompting with Code Editing for Solving Programming Tasks with Generative AI Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T10:04:28.528789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.