Paper Citation Record · LEDGER

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation

As of 9 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 0 inbound Pith citation observations for arXiv:2509.01129.

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

pith.paper-citation-record.v1
2509.01129 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:56:33.087486Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

21 of 21 outbound references displayed

verified exact3
verified fuzzy0
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation df54161e-cefb-4c69-989e-7eb3c47d4067 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Evaluating Large Language Models Trained on Code

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T12:56:33.000786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff988810-df47-4ac9-a4a4-9264e2b637c8 · outbound

This paper cites an unresolved cited work.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:56:33.412985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 57979d59-be20-4036-950a-7d11242a156d · outbound

This paper cites Measuring Coding Challenge Competence With APPS.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Measuring Coding Challenge Competence With APPS

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T12:56:33.010901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 702cb528-46b6-493f-9359-ecd3a3bb79fc · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T12:56:33.015798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb62c87f-8c10-44ab-a745-aed7ce0071db · outbound

This paper cites an unresolved cited work.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T12:56:33.020694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f7cab81-b3bb-4d08-9e0e-7d6cee17ab33 · outbound

This paper cites an unresolved cited work.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:56:33.389431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 78732dbd-b79a-4d51-a548-9155f7623567 · outbound

This paper cites an unresolved cited work.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T12:56:33.030081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f50cc4b8-6813-4453-a737-733ecbaf0d0f · outbound

This paper cites an unresolved cited work.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:56:33.365056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1460bfc4-a498-4ffa-9ffe-5eff8e4a1d4c · outbound

This paper cites Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T12:56:33.038472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5143b86d-d969-4418-a8d5-6d634ebd667c · outbound

This paper cites an unresolved cited work.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T12:56:33.043185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca6c3259-e7dd-4da2-abe2-39d62b9ad97c · outbound

This paper cites an unresolved cited work.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:56:33.339049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9773c600-c029-4211-a787-ebb3108ec074 · outbound

This paper cites an unresolved cited work.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:56:33.325003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d0a7cef8-4da2-4077-a84f-0949562e4aa0 · outbound

This paper cites CodeBC: A More Secure Large Language Model for Smart Contract Code Generation in Blockchain.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation CodeBC: A More Secure Large Language Model for Smart Contract Code Generation in Blockchain

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-05T12:56:33.186656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1cabcc98-de1c-4a72-88f5-736c8d53dff1 · outbound

This paper cites Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-05T12:56:33.166027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation de16d5cd-2ab5-4834-84ff-b58830444bac · outbound

This paper cites Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T12:56:33.063316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6ffa345-6c9b-4e84-969a-f69dc88e932c · outbound

This paper cites an unresolved cited work.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:56:33.310021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 52aee22c-0b91-4582-8ae7-409996465da4 · outbound

This paper cites an unresolved cited work.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:56:33.295317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff7ff908-f8e9-4d87-8d42-7c67892a7ae7 · outbound

This paper cites Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-05T12:56:33.128286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 17710298-c8d9-4259-aaf9-3ff14ef9c383 · outbound

This paper cites an unresolved cited work.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T12:56:33.280711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97d607a4-09d6-4b89-84bf-9d915ccb1d65 · outbound

This paper cites online" 'onlinestring :=.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation online" 'onlinestring :=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T12:56:33.083162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed041fbf-15a0-437b-91ce-9c071c890390 · outbound

This paper cites write newline.

Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation write newline

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T12:56:33.087486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.