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Paper Citation Record · LEDGER

Enhancing LLM Code Generation with Ensembles: A Similarity-Based Selection Approach

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.15838.

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

pith.paper-citation-record.v1
2503.15838 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:53:18.503322Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T04:59:36.944724Z

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 4a6db7b4-b800-4baa-96f0-e1d10d28fa58 · inbound

Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling cites this paper.

Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling Enhancing LLM Code Generation with Ensembles: A Similarity-Based Selection Approach

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T10:53:18.503322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:53:18.503322Z digest=sha256:693af317d00bee269ddb98ab80a98f7a31dbd8f1b0532db95c3bb75aa0861fb3

Observation 06a30251-9f00-4102-b712-832ff0c17638 · inbound

PatchIsland: Orchestration of LLM Agents for Continuous Vulnerability Repair cites this paper.

PatchIsland: Orchestration of LLM Agents for Continuous Vulnerability Repair Enhancing LLM Code Generation with Ensembles: A Similarity-Based Selection Approach

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-03T08:22:13.672859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T08:22:13.672859Z digest=sha256:df68aed856a0c37dbbc836790011d43600c303104740e4d3f72fa29611744b0e

Observation deb5f61d-81d5-47a8-a201-d135719a6085 · inbound

N-Version Programming with Coding Agents cites this paper.

N-Version Programming with Coding Agents Enhancing LLM Code Generation with Ensembles: A Similarity-Based Selection Approach

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-07-04T04:59:36.946438Z

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=2026-06-26T16:27:12.192595Z digest=sha256:a91f0288666fad2572578a4c2222a322976fa575eb8e9506819bac5f3460319e

Observation 7c105769-199c-4b61-bca6-b5be16b41c79 · inbound

PromptMark: A Prompt-Guided Iterative-Feedback Framework for Source Code Watermarking cites this paper.

PromptMark: A Prompt-Guided Iterative-Feedback Framework for Source Code Watermarking Enhancing LLM Code Generation with Ensembles: A Similarity-Based Selection Approach

Reference 63

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T04:49:35.425963Z

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=arxiv_source observed=2026-06-26T16:44:20.076739Z digest=sha256:ce04905a295724009613387c4f25decaed11557c64efbb7baa4241eb2db7304e