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Paper Citation Record · LEDGER

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming

As of 10 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 1 inbound Pith citation observation for arXiv:2606.12864.

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

pith.paper-citation-record.v1
2606.12864 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T06:52:30.614374Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:23:17.976138Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T22:23:18.915548Z

Reference resolution

15 of 15 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved10
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0f4be170-14fa-46e7-89bd-c22b1c25487e · outbound

This paper cites Jimenez, C.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming Jimenez, C

Reference 1

Resolution
unresolved
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:8f7e3ba3d8d13f423fc47d2e88db447a5eb4347c1ae4b93e0d12789827f8e812

Observation 471ad097-e5c2-4228-bcab-e2c834dea4b5 · outbound

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

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming TACO: Topics in Algorithmic COde generation dataset

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T14:48:33.592487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:5f457627ddcd2cc3bb879fe2f88301a65ae6dd15d9f4beb7d2bd92b9bacd6161

Observation 513d91d4-592d-4de0-8c6f-88bb91cf3123 · outbound

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

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando De Freitas, Koray Kavukcuoglu, and Oriol Vinyals

Reference 3

Resolution
metadata mismatch
doi, observed 2026-06-27T07:00:40.323725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:ef9403b2f81f75e1a7b75e257e5bd6a3a6a208c0ef89f85feeb843ce5f4ceb9d

Observation 27ed8b84-3500-4519-aaae-bee34a06abbf · outbound

This paper cites These excluded types often require multi-file submissions or non-static hack protocols, which introduce ambiguity and incompatibility with current LLM benchmarking standards.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming These excluded types often require multi-file submissions or non-static hack protocols, which introduce ambiguity and incompatibility with current LLM benchmarking standards

Reference 4

Resolution
unresolved
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:8ec5e34d91614dc4d85c684b78f5d581fcf2ff105afff76850221faafc128a78

Observation 7782e900-6b31-4342-b5a6-07aceae449a1 · outbound

This paper cites an unresolved cited work.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:1c883195ffe163aa39c321ab757fc8fd2abc93c624fb425ab5c5fa3689118a80

Observation 5ce0ca4c-1ef4-4839-88e3-b7f3fd524ac5 · outbound

This paper cites self-hacks.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming self-hacks

Reference 6

Resolution
unresolved
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:059b54bca0c1ddb163aef49813a46b023a6a07118086147a698bc6da11793ded

Observation e2d66d39-fb90-4b15-ad77-a3fb41316cac · outbound

This paper cites To address this, we re-evaluate every candidate buggy submission against the current judge; any submission that now passes all test cases is discarded.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming To address this, we re-evaluate every candidate buggy submission against the current judge; any submission that now passes all test cases is discarded

Reference 7

Resolution
malformed identifier
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:0494533f2e6503411e79b26de4b1a26d2e4c204f158d2c4f1e0b6c6d8f0e817f

Observation d45db790-0477-4469-8138-6e479bfa7a4d · outbound

This paper cites an unresolved cited work.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:ffcced1ca146016274bbc93c5c3d864511d24ce96040607121bb84401c372b22

Observation 7026fd7e-b6fc-43fc-a3ec-6f73be30db42 · outbound

This paper cites an unresolved cited work.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:be5de651e7329bec49dada038b900fb18cada90b08bf3be169a95527a60e8d51

Observation f116d690-f510-44a1-9f0f-d5d7136ab9e7 · outbound

This paper cites an unresolved cited work.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:1850a61ceca71fdfbe2011919b015e17a925b483a508699909618d6b101d2364

Observation 95ad8817-c61b-49e3-b39d-de06984eec81 · outbound

This paper cites Both Wrong.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming Both Wrong

Reference 11

Resolution
unresolved
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:4c2529b5fce8b70e9e9617caf15f3709f372ec64abff5791a6ace26f5a3ccd64

Observation e2db74d5-041c-4abb-9af2-d29ad213a7e3 · outbound

This paper cites an unresolved cited work.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:dd711c40ba44a07714fa3e02275c32ba1d5f2502184c88ba4066f08b272623ab

Observation e096322b-48aa-40b2-8b90-1a1304165dcf · outbound

This paper cites monolithic.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming monolithic

Reference 13

Resolution
malformed identifier
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:0a513d3a63b1111a70dd035914ce12e230e95e7df2508d07f1ef4f57f36e7271

Observation 37da58a3-b551-4d75-83c3-0387d680b80e · outbound

This paper cites This suggests that the models’ high performance on older “Hard” problems is partially attributable to memorization of canonical solutions present in the training data.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming This suggests that the models’ high performance on older “Hard” problems is partially attributable to memorization of canonical solutions present in the training data

Reference 14

Resolution
unresolved
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:eedba82b2d428a5712986e23ee53f02a54b2a3fde45fc56f5b2bad39159581b6

Observation aa732e87-93ec-43a5-b125-e72c67ae9358 · outbound

This paper cites low-signal.

Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming low-signal

Reference 15

Resolution
malformed identifier
no resolver link, observed 2026-06-27T06:52:30.614374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-27T06:52:30.614374Z digest=sha256:3933f73a5acd9431e2d84c180b4ce63ffd3623acbe3cf4ff299f6c83eec08ef1

Pith citing papers

Observation d890f4df-2eee-4a47-850c-4faf06fd4129 · 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 Beyond Problem Solving: UOJ-Bench for Evaluating Code Generation, Hacking, and Repair in Competitive Programming

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-04T22:23:19.019371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-04T22:23:17.976138Z digest=sha256:eec3899223bfaa187030507c78c890a017e9b4c360d82f74766cc5dee2609969