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Paper Citation Record · LEDGER

Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2504.12608.

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

pith.paper-citation-record.v1
2504.12608 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 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T01:00:04.983344Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T08:31:25.992215Z

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 ac23bbc5-464b-4b13-8bf1-9795e64a5db0 · inbound

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code cites this paper.

Bridging Generation and Training: A Systematic Review of Quality Issues in LLMs for Code Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation

Reference 73

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T17:21:10.914906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T17:37:51.790000Z digest=sha256:4032544fdf5dce742cd3372301d895a0d3c71cfb4cb05386712e50934f7cd4fc

Observation e71ef561-2b87-41ea-96c3-484ded5403fa · inbound

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study cites this paper.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:31:12.914701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-08T08:43:32.451629Z digest=sha256:9852419fdc43320329c15c1c2dec32e5aa485d3813b5dab136951dd0a1cfafb7

Observation c3cccb8a-96a1-4693-8280-2663fbc33455 · inbound

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study cites this paper.

To What Extent Does Agent-generated Code Require Maintenance? An Empirical Study Code Copycat Conundrum: Demystifying Repetition in LLM-based Code Generation

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:31:25.995496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T01:00:04.983344Z digest=sha256:201cef08e0a3902e8d4141af5c495431f8b923a2eaee5fa8c0183ffd41118f49