Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T19:12:23.358225Z
Paper Citation Record · LEDGER
As of 12 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2603.03202.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T19:12:23.358225Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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
44 of 44 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2cfa2cde-fa8a-41e2-9d00-86025e8d6800 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? First, adopt the mindset of an elite mathematical competitor and analyze the provided solution to identify the original problem’s true bottleneck
Reference 1
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Unavailable: canonical work link unavailable.
Observation 891f1d53-3850-45a0-a9bf-3bc85c76acc7 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? https://github.com/ huggingface/smolagents
Reference 2
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Unavailable: canonical work link unavailable.
Observation bdb31dd2-f4a1-48db-9238-f5dcf5f2eb34 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? InProceed- ings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Pa- pers), pages 5555–5579
Reference 3
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Observation 5a5c897a-a81a-4327-aa9c-c0882af33a92 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Kimi K2: Open Agentic Intelligence
Reference 4
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Unavailable: canonical work link unavailable.
Observation c38355a6-2f37-4df5-b1ea-47e7e3e27f18 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments
Reference 5
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Unavailable: canonical work link unavailable.
Observation d464a934-ae35-44c4-bb1b-f17750003ad7 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? After completing derivations and being confident in your new problem, call the final_answer tool with a correctly formatted Python dictionary
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1027a07-418f-478c-ab6e-128312cbcb1a · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? The adapted problem must be constructed so that even a competition-level solver struggles to find the entry point
Reference 8
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Unavailable: canonical work link unavailable.
Observation f574d2a4-65dd-4917-981d-b23b49757c9f · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Clearly state conditions and constraints
Reference 9
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Unavailable: canonical work link unavailable.
Observation 1cb2c0a5-7ac7-4af2-901f-f80da4d9b2ed · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? new_problem
Reference 10
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Unavailable: canonical work link unavailable.
Observation 01a2fefa-8e93-450d-b1d9-902b5f37efe6 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? bad math
Reference 11
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Unavailable: canonical work link unavailable.
Observation 55e530b7-a543-4a64-9a54-8bf0c7c1fd34 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 12
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Unavailable: canonical work link unavailable.
Observation ef0badfc-9d34-46ee-9b48-2f7e58da4f72 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? has_logic_error
Reference 13
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Unavailable: canonical work link unavailable.
Observation 41b9f3cf-6435-4ec2-a4cd-58092951d07a · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 14
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Unavailable: canonical work link unavailable.
Observation 25f4d308-1776-40d9-b73b-bef4dea2b897 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 15
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Unavailable: canonical work link unavailable.
Observation 458bb668-48c8-4816-a8f7-b57d94ed7d4e · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? question_summary
Reference 16
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Unavailable: canonical work link unavailable.
Observation 8049864f-ecea-4bcd-b138-6b5f9afeb7c1 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Determine if the mathematical derivation is logically sound and mathematically valid
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbeb5081-762b-4a3d-83ff-545c7a653ab8 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 18
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Unavailable: canonical work link unavailable.
Observation 9d82e5c3-111c-4b17-b80e-058fed8b355c · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? score": number, either 0, 0.5, or 1,
Reference 19
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Unavailable: canonical work link unavailable.
Observation e522f68f-3578-47d2-95cd-e4c093cead9d · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? The ’Eureka’ moment is realizing that the area of a triangle on the curve y=x 3 +nx 2 factorizes into a product of coordinate differences and a linear term (x1 +x 2 +x 3 +n)
Reference 20
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Unavailable: canonical work link unavailable.
Observation f486653f-6ff7-4cd2-8859-0e91f25a9909 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbaac254-a585-4bd8-aae6-67922c874d2c · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 22
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Unavailable: canonical work link unavailable.
Observation 15297413-19dd-4f7b-adf7-f62a45d4bf57 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? This effectively invalidates the ’tower/block’ visualization and the finite-state automaton approach used in the original problem
Reference 23
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Unavailable: canonical work link unavailable.
Observation a5a4fda2-0801-43be-ac61-19dd798eb557 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? While the original problem is a technical exercise in bounding relative heights, the new problem is a structural puzzle
Reference 24
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Unavailable: canonical work link unavailable.
Observation 0c70684e-c3f7-411f-ae15-27dd4b22e906 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 25
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Unavailable: canonical work link unavailable.
Observation 34f47a7a-2f7e-4929-9bad-4f2068d40a7b · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? The new problem renders this simple heuristic insufficient
Reference 26
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Unavailable: canonical work link unavailable.
Observation 25abd7c5-effc-4c75-8a65-5e270e85015c · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? This is not a standard template
Reference 27
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Unavailable: canonical work link unavailable.
Observation 320fb182-71a1-4997-b6a6-6189539e3f6e · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Distinguishing the case p= 2 fromp >2requires careful handling of the gap ratios, demonstrating a clear leap in difficulty
Reference 28
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Unavailable: canonical work link unavailable.
Observation a727134e-71f9-4c1c-9b3c-7cb653f75f95 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? While K3s are common and easy to parameterize, K4s are rare and structurally demanding
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4523a467-9df7-4bf4-9f78-8733bba0e1e4 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? A K4 based solely on sums or solely on differences is nearly impossible to find in the given range
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c942bdea-4556-4393-aa48-87b820ad8b85 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? It successfully transforms a standard Diophantine exercise into a complex graph-theoretic challenge
Reference 31
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Unavailable: canonical work link unavailable.
Observation 69233506-032b-453f-a0d1-7412181a73ba · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52c96d8e-a96f-4a75-9ff4-6faf9d59b0cf · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 33
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Unavailable: canonical work link unavailable.
Observation 50cb62a0-2116-486d-a6d0-348e89f1cbe3 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 34
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Unavailable: canonical work link unavailable.
Observation 9ca5be52-ee8e-437b-aa58-16bced620da0 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? It demonstrates that while the original problem’s bound (0.75n) holds, the typical decay (0.25n) is much faster, providing a deeper understanding of the sequence’s behavior
Reference 35
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Unavailable: canonical work link unavailable.
Observation 1bf6714e-d198-4bf2-a422-54225158c743 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? It perfectly embodies the criteria of ’Anti-Templating’ and ’Mathematical Beauty’
Reference 36
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Unavailable: canonical work link unavailable.
Observation c2bf214d-c432-4535-90c0-97f8de408c8d · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 37
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Unavailable: canonical work link unavailable.
Observation a3b707e7-b7ce-4731-8e69-6f4d6a4522d1 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 39
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Unavailable: canonical work link unavailable.
Observation 8a3a7c33-ee6f-4713-8d4b-edde9c07968f · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? The solver cannot simply ’guess’ the worst case; they must understand the underlying state graph’s properties
Reference 40
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Unavailable: canonical work link unavailable.
Observation 7a5829f1-0c83-4a94-b835-646fd6300e34 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? 37 Case 18 Evolver: Gemini-3-Pro-Preview-Thinking Original Problem (From CMO-2025): Given an odd integer n >1 such that every prime divisor p of n satisfies gcd(p−1, n) = 1
Reference 41
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Observation ba6bcdf1-0fa3-4586-8e37-b64e55db2e55 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? For all other primes, a standard heuristic (’all lifts work’) sufficed
Reference 42
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Unavailable: canonical work link unavailable.
Observation 3e3fd517-0c98-49b8-b960-49fe44e69796 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? This requires the solver to not only identify the ’double root 1’ condition (insight from the original) but also to classify and sum over the possible behaviors of the third root
Reference 43
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Unavailable: canonical work link unavailable.
Observation d2f44236-480d-42ae-8727-d4653c7c0eb1 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Unresolved cited work
Reference 44
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Unavailable: canonical work link unavailable.
Observation fd4411a2-be51-473c-bdef-15fe3c0d1623 · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? circular
Reference 81
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Observation d8ccd2da-fee6-47b9-ab62-dec20716918c · outbound
Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration? Niklas Muennighoff, Zitong Yang, Weijia Shi, Xi- ang Lisa Li, Li Fei-Fei, Hannaneh Hajishirzi, Luke Zettlemoyer, Percy Liang, Emmanuel Candès, and Tatsunori B Hashimoto
Reference 2025
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.