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Paper Citation Record · LEDGER

CodeHelp: Using Large Language Models with Guardrails for Scalable Support in Programming Classes

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2308.06921.

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

pith.paper-citation-record.v1
2308.06921 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:30:31.616821Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T15:22:14.222975Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation aff6db19-bfc9-4dfa-b1c3-897855f7a472 · inbound

EDBooks: AI-Enhanced Interactive Narratives for Programming Education cites this paper.

EDBooks: AI-Enhanced Interactive Narratives for Programming Education CodeHelp: Using Large Language Models with Guardrails for Scalable Support in Programming Classes

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T19:30:31.616821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T19:30:31.616821Z digest=sha256:6ceb21119c98d33509624e17c05cf1af7cff3560975ad657e452385be1d632d3

Observation ae980da7-2c48-4792-8b09-1cb078a394e3 · inbound

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum cites this paper.

Oversight in Action: Experiences with Instructor-Moderated LLM Responses in an Online Discussion Forum CodeHelp: Using Large Language Models with Guardrails for Scalable Support in Programming Classes

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T17:23:55.209479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T17:23:55.209479Z digest=sha256:930a9e9a3f1c24526284b735217b39e50593f84dbd455d16228d31bf2c214715

Observation 8a51ad4f-7a6d-4a05-876b-44d71ea3d280 · inbound

Seeing the Forest and the Trees: Solving Visual Graph and Tree Based Data Structure Problems using Large Multimodal Models cites this paper.

Seeing the Forest and the Trees: Solving Visual Graph and Tree Based Data Structure Problems using Large Multimodal Models CodeHelp: Using Large Language Models with Guardrails for Scalable Support in Programming Classes

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-11T15:22:14.229530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-11T15:22:13.481413Z digest=sha256:8f6b218c2591b75f07bfacef4b9a00037d2acb35733612b8af1b7df461b8ec95