Paper Citation Record · LEDGER

CodeContests+: High-Quality Test Case Generation for Competitive Programming

As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 17 inbound Pith citation observations for arXiv:2506.05817.

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

pith.paper-citation-record.v1
2506.05817 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:16:54.062561Z

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 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:58:29.546047Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T20:00:08.049484Z

Reference resolution

19 of 19 outbound references displayed

verified exact1
verified fuzzy6
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c964f8b-f59e-4679-95ea-d46c89cd29ca · outbound

This paper cites Program Synthesis with Large Language Models.

CodeContests+: High-Quality Test Case Generation for Competitive Programming Program Synthesis with Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:52.706193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2daa9f0a-b367-494f-a4b2-a0dc69f71305 · outbound

This paper cites Seed-thinking-v1.5: Advancing superb reasoning models with reinforcement learning, 2025.

CodeContests+: High-Quality Test Case Generation for Competitive Programming Seed-thinking-v1.5: Advancing superb reasoning models with reinforcement learning, 2025

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:52.748964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c597b9b4-f68d-45fe-a2bf-3dbde63f7035 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

CodeContests+: High-Quality Test Case Generation for Competitive Programming Evaluating Large Language Models Trained on Code

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:52.804414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3685dfb9-cbbf-440f-81cb-00da98b0e11c · outbound

This paper cites FullStack Bench: Evaluating LLMs as Full Stack Coders.

CodeContests+: High-Quality Test Case Generation for Competitive Programming FullStack Bench: Evaluating LLMs as Full Stack Coders

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:52.892806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff870720-553e-41ae-ac1e-7aa79506a2df · outbound

This paper cites Competitive Programming with Large Reasoning Models.

CodeContests+: High-Quality Test Case Generation for Competitive Programming Competitive Programming with Large Reasoning Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:52.953682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a7fa04d-86cc-4042-8d2d-e1bc1a0376fc · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

CodeContests+: High-Quality Test Case Generation for Competitive Programming DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:53.037212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1c34b99-2135-4a95-9f4e-a226aa3110d8 · outbound

This paper cites Measuring coding challenge com- petence with APPS.

CodeContests+: High-Quality Test Case Generation for Competitive Programming Measuring coding challenge com- petence with APPS

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:56.236108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1d907147-ed46-4908-a902-1693fc5b79f3 · outbound

This paper cites LiveCodeBench: Holistic and contamination free evaluation of large language models for code.

CodeContests+: High-Quality Test Case Generation for Competitive Programming LiveCodeBench: Holistic and contamination free evaluation of large language models for code

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:56.010067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 056843b6-3f6e-43aa-a730-e84a93cd1458 · outbound

This paper cites A survey of task allocation and load balancing in distributed systems.IEEE Trans.

CodeContests+: High-Quality Test Case Generation for Competitive Programming A survey of task allocation and load balancing in distributed systems.IEEE Trans

Reference 9

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-07T10:16:54.453753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89eedddc-b02a-4308-a4a0-54ec973aa9e5 · outbound

This paper cites TACO: Topics in Algorithmic COde generation dataset.

CodeContests+: High-Quality Test Case Generation for Competitive Programming TACO: Topics in Algorithmic COde generation dataset

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:53.387241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 321a4741-eb68-428b-ace1-85306a9568b6 · outbound

This paper cites Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando de Freitas, Koray Kavukcuoglu, and Oriol Vinyals.

CodeContests+: High-Quality Test Case Generation for Competitive Programming Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando de Freitas, Koray Kavukcuoglu, and Oriol Vinyals

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:53.468690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0272293-45d0-41ec-bd15-743a7fecdcde · outbound

This paper cites Is your code generated by ChatGPT really correct? Rigorous evaluation of large language models for code generation.

CodeContests+: High-Quality Test Case Generation for Competitive Programming Is your code generated by ChatGPT really correct? Rigorous evaluation of large language models for code generation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:55.763790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f82e88b2-8747-4ae4-ba4c-c5acb0e18fbc · outbound

This paper cites Testlib, 2005.

CodeContests+: High-Quality Test Case Generation for Competitive Programming Testlib, 2005

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:55.564127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e8bbfe4e-bc91-45d4-99e9-8c3c70c5df88 · outbound

This paper cites Codeforces as an educational platform for learning programming in digitalization.Olympiads in Informatics, 14(133-142):14, 2020.

CodeContests+: High-Quality Test Case Generation for Competitive Programming Codeforces as an educational platform for learning programming in digitalization.Olympiads in Informatics, 14(133-142):14, 2020

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:55.288162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a9de8a7-fe3c-4e2a-8727-1b620dd492b8 · outbound

This paper cites Can Language Models Solve Olympiad Programming?.

CodeContests+: High-Quality Test Case Generation for Competitive Programming Can Language Models Solve Olympiad Programming?

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:53.768867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0bfc4df-6f4d-4f6c-ad82-8d5fd52a81f8 · outbound

This paper cites an unresolved cited work.

CodeContests+: High-Quality Test Case Generation for Competitive Programming Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:16:55.048830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d9368267-91cf-42b5-a34c-96ebbc962884 · outbound

This paper cites Qwen2.5 Technical Report.

CodeContests+: High-Quality Test Case Generation for Competitive Programming Qwen2.5 Technical Report

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:53.908320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 381b6018-32b7-4864-a7f0-3657153c080d · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

CodeContests+: High-Quality Test Case Generation for Competitive Programming DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:16:53.969387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83287fff-320e-4a39-b637-48838834b0cb · outbound

This paper cites testlib . h.

CodeContests+: High-Quality Test Case Generation for Competitive Programming testlib . h

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:16:54.858078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation 04ee19d5-cf52-49c3-9201-0fbd4a55cc73 · inbound

Efficiency of turbulence cites this paper.

Efficiency of turbulence CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T00:58:29.546047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69177114-fb57-46ca-b6fa-4a298658617b · inbound

VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models cites this paper.

VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-18T22:41:53.983783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 239115be-63d0-43dc-b148-758f9b4f7e24 · inbound

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning cites this paper.

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:33:16.615464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 60725cbe-5a7c-4576-b14c-33717da344e0 · inbound

Evaluating the Environmental Impact of using SLMs and Prompt Engineering for Code Generation cites this paper.

Evaluating the Environmental Impact of using SLMs and Prompt Engineering for Code Generation CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:13:13.186282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 955ff430-9efe-46e4-8138-ac02a52c14aa · inbound

Babbling Suppression: Making LLMs Greener One Token at a Time cites this paper.

Babbling Suppression: Making LLMs Greener One Token at a Time CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:30:53.255284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 358b1b43-ce37-4c1d-be34-ae33bee6a9f8 · inbound

LLM-Based Multi-Agent Systems for Code Generation: A Multi-Vocal Literature Review cites this paper.

LLM-Based Multi-Agent Systems for Code Generation: A Multi-Vocal Literature Review CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:56:33.904422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1ecb0a35-f0e8-4d90-8c0e-4e85af375247 · inbound

ARIADNE: Agentic Reward-Informed Adaptive Decision Exploration via Blackboard-Driven MCTS for Competitive Program Generation cites this paper.

ARIADNE: Agentic Reward-Informed Adaptive Decision Exploration via Blackboard-Driven MCTS for Competitive Program Generation CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:55:42.820443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2a947bd1-5740-442b-8a18-8f23dd486f54 · inbound

VeriContest: A Competitive-Programming Benchmark for Verifiable Code Generation cites this paper.

VeriContest: A Competitive-Programming Benchmark for Verifiable Code Generation CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:01:32.364032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation fa42c759-6d3b-4578-968d-b433a5122221 · inbound

Internalizing Curriculum Judgment for LLM Reinforcement Fine-Tuning cites this paper.

Internalizing Curriculum Judgment for LLM Reinforcement Fine-Tuning CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:22:06.798619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1361bbf2-acca-4029-a9ef-54c10b4ab031 · inbound

Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution cites this paper.

Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:32:39.523448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5a541919-924b-4f4e-9952-565c7632313b · inbound

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering cites this paper.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-19T22:43:14.943571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c482698f-1bc6-4b33-a585-280ca926287d · inbound

Extrapolative Weight Averaging Reveals Correctness-Efficiency Frontiers in Code RL cites this paper.

Extrapolative Weight Averaging Reveals Correctness-Efficiency Frontiers in Code RL CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:43:30.579464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1fa561b5-d2fc-450c-a0c4-8534ea500de2 · inbound

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization cites this paper.

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-03T01:37:30.535392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 16803fd8-0279-4a01-9eb9-e22df035ee6a · inbound

The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms cites this paper.

The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-07-04T20:00:08.051041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9a508b96-0b77-4ecc-9036-58a6e6683d7a · inbound

The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms cites this paper.

The Generalization Spectrum: A Chromatographic Approach to Evaluating Learning Algorithms CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-07-04T13:09:50.577915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c5f7216e-f0b3-48da-82fe-afbcb5095752 · inbound

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation cites this paper.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.013818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79d8b6c6-2870-4d46-87f0-ef8c806f7fcb · inbound

Coding Agents as Test-Suite Auditors: Finding What Official Suites Miss While Approaching What They Catch cites this paper.

Coding Agents as Test-Suite Auditors: Finding What Official Suites Miss While Approaching What They Catch CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T22:23:17.906054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.