Paper Citation Record · LEDGER

Supporting Students in Navigating LLM-Generated Insecure Code

As of 7 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2511.20878.

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

pith.paper-citation-record.v1
2511.20878 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T20:13:37.599227Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0a821ef3-4a42-4e3b-9c74-20152db4edaf · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:32.598266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 279eeee6-7afa-4a36-92f9-e1e649bffeca · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:32.850436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43b6ed5d-5064-45ee-8198-63b565094294 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:33.018698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70dc3302-bd35-451f-920c-50e96130f71e · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:33.257410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cefdcd5-4591-4102-afbb-56be09293688 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:33.483131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1884c448-9a6b-4ff3-9099-7828949d8db7 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:33.589627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f467b71b-ee5e-4b16-a3d8-2d59863d7da5 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:33.696882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9991b322-b43b-464b-b111-8aff3284d4c6 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:33.815410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3801ead4-a857-415e-a541-32dfb84f3145 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:33.909624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f267aef7-63b0-4ee9-b980-2e64d595b6b1 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Supporting Students in Navigating LLM-Generated Insecure Code Evaluating Large Language Models Trained on Code

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:34.006870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 672daae4-1ee9-4bf1-be26-d1dfb032250b · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:34.088854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e9ab416-5a12-4119-9650-4b4aa24076c5 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:34.204416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed63bb42-1846-416c-a64f-8e4d0305c332 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:34.603902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c26aecd5-66a6-4315-81e6-f372e212ea53 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:34.706679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d41c23f8-5d7e-4666-809b-7e5bec5354d1 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:34.919628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b705308-b948-418c-b9c1-2c651f176463 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:35.082990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef85394a-6473-4413-af3c-608b7d23323e · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:35.233985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7be5809-0aef-4d0d-94c7-7557f2114a99 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:35.368605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ec6ed12-8aa2-438a-8589-45bc799fdb4d · outbound

This paper cites StarCoder: may the source be with you!.

Supporting Students in Navigating LLM-Generated Insecure Code StarCoder: may the source be with you!

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:35.455785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67b5bc85-10f4-4061-ae5a-9179109c5bb6 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:35.583161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 172d7a25-b1d3-4ff5-b1df-1a88e44ee142 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:35.721379Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a8c85f0-10d2-4abe-8fbd-75fff0ba33fe · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:35.868316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d27ebd8-1137-40b0-b90e-1c5d8caf66d9 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:36.043479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5be613eb-a73c-4665-9ee6-201f469bc624 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:36.180935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96084399-b153-46c1-8452-12591d0d07a3 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:36.344794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9951ad9c-ed59-448a-b7e5-b3a6c384f3cb · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:36.523155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17a9739c-3527-4554-bbf9-b043aca51532 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Supporting Students in Navigating LLM-Generated Insecure Code LLaMA: Open and Efficient Foundation Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:36.674339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c85caf0c-d40f-4109-a619-25a86577c98e · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:36.791496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c8544a3-5627-4d8a-b759-a89a23ec00a7 · outbound

This paper cites 2019.Fostering Students’ Creativity and Critical Thinking: What It Means in School.

Supporting Students in Navigating LLM-Generated Insecure Code 2019.Fostering Students’ Creativity and Critical Thinking: What It Means in School

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:36.991127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30e69de1-9238-4da5-bc75-75ff0d3fa907 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:37.148682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 490296ae-2b8b-41d4-9cc1-263d3a2cea40 · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:37.306024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4073aa70-8c67-4a19-9552-3324e78b139f · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:37.467389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d10718e-da2c-4f0c-a391-8b02b52f840f · outbound

This paper cites an unresolved cited work.

Supporting Students in Navigating LLM-Generated Insecure Code Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:37.599227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bd3a277-1944-400b-bcfe-4b032f12c265 · outbound

This paper cites InProceedings of the ACM SIGSAC conference on Computer & communications security (CCS).

Supporting Students in Navigating LLM-Generated Insecure Code InProceedings of the ACM SIGSAC conference on Computer & communications security (CCS)

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:34.411982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54b996b4-4750-47db-a967-01e54fd138dd · outbound

This paper cites InProceedings of the IEEE Symposium on Security and Privacy (SP).

Supporting Students in Navigating LLM-Generated Insecure Code InProceedings of the IEEE Symposium on Security and Privacy (SP)

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:32.695570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ad60345-530a-4290-83e5-ff30e3715d4c · outbound

This paper cites InProceedings of the ACM Technical Symposium on Computer Science Education V.

Supporting Students in Navigating LLM-Generated Insecure Code InProceedings of the ACM Technical Symposium on Computer Science Education V

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T20:13:37.228768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.