Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T12:56:33.087486Z
Paper Citation Record · LEDGER
Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation
As of 10 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+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.