Paper Citation Record · LEDGER

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

As of 17 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 10 inbound Pith citation observations for arXiv:2506.18880.

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

pith.paper-citation-record.v1
2506.18880 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:46:58.003217Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:11:50.688938Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

46 of 46 outbound references displayed

verified exact0
verified fuzzy22
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 4c49ba96-fb44-4476-b86a-3ccd9dca7be0 · outbound

This paper cites Big-math: A large-scale, high-quality math dataset for reinforcement learning in language models, 2025.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Big-math: A large-scale, high-quality math dataset for reinforcement learning in language models, 2025

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.825201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 413c4957-2b95-4a80-936e-0c5632568c77 · outbound

This paper cites The mathematics of deepmind models.The Mathematics of DeepMind Models (November 01, 2024), 2024.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization The mathematics of deepmind models.The Mathematics of DeepMind Models (November 01, 2024), 2024

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.596042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b251ea2a-1ed4-4599-aa5b-15aa881e54f3 · outbound

This paper cites 2024 aime ii problems/problem 1, 2024.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization 2024 aime ii problems/problem 1, 2024

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.578352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 04bc275b-8698-489d-8c42-1bfc7c8d76a0 · outbound

This paper cites Creativity and artificial intelligence.Artificial intelligence, 103(1-2):347–356, 1998.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Creativity and artificial intelligence.Artificial intelligence, 103(1-2):347–356, 1998

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.566520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation af0a9c24-1f09-490d-8dd0-04f6a5b3b475 · outbound

This paper cites Compositionality and Generalization in Emergent Languages.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Compositionality and Generalization in Emergent Languages

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.842320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb8c3a10-d888-46e0-96a2-deacf7e66cf3 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Training Verifiers to Solve Math Word Problems

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.846603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39156a0e-efd7-4038-943a-f46fa4cc07d2 · outbound

This paper cites Hwang, Soumya Sanyal, Sean Welleck, Xiang Ren, Allyson Ettinger, Zaid Harchaoui, and Yejin Choi.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Hwang, Soumya Sanyal, Sean Welleck, Xiang Ren, Allyson Ettinger, Zaid Harchaoui, and Yejin Choi

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.850744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c8ce179-d975-4c0b-a68a-51f3f6867c53 · outbound

This paper cites Metamathqa, 2023.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Metamathqa, 2023

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.547650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a6ec6f48-764b-4ec5-9780-ecf65165d822 · outbound

This paper cites Improving Text-to-SQL Evaluation Methodology.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Improving Text-to-SQL Evaluation Methodology

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.858624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bc87e77-95a3-48a1-831c-14d125ca03bc · outbound

This paper cites Deep learning with long short-term memory networks for financial market predictions.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Deep learning with long short-term memory networks for financial market predictions

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.535725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d708f446-0c28-4d1a-8405-9eb09090be86 · outbound

This paper cites Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.866666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c278d11-9ba9-4d26-84dc-0ff445939953 · outbound

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

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.870835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8eebb7a-5381-4e4a-b163-18f14c06a519 · outbound

This paper cites Olympiadbench: A challenging benchmark for promoting agi with olympiad-level bilingual multimodal scientific problems, 2024.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Olympiadbench: A challenging benchmark for promoting agi with olympiad-level bilingual multimodal scientific problems, 2024

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.874797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 287b1408-3754-45d5-9029-e360cf92e0ce · outbound

This paper cites DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.878375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab8612df-863e-455f-80d5-90142378ea31 · outbound

This paper cites Compositionality decomposed: How do neural networks generalise?Journal of Artificial Intelligence Research, 67:757–795, 2020.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Compositionality decomposed: How do neural networks generalise?Journal of Artificial Intelligence Research, 67:757–795, 2020

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.515058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9c8a0537-59f6-4073-b5ab-248a746aa363 · outbound

This paper cites Measuring Compositional Generalization: A Comprehensive Method on Realistic Data.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Measuring Compositional Generalization: A Comprehensive Method on Realistic Data

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.886073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50b1205a-f1e2-43e9-b5fe-f030ddfb6270 · outbound

This paper cites Measuring compositional generalization: A comprehensive method on realistic data, 2020.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Measuring compositional generalization: A comprehensive method on realistic data, 2020

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.502787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c01db1ad-85ae-4b29-bb97-f8cf6e5d835b · outbound

This paper cites Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Generalization without systematicity: On the compositional skills of sequence-to-sequence recurrent networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.893487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6675cde1-1fe2-4ae1-8ae2-568ce4f706fc · outbound

This paper cites Solving quantitative reasoning problems with language models, 2022.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Solving quantitative reasoning problems with language models, 2022

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.897821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4be8921c-b3a4-4e82-bb62-34aad40b7ee1 · outbound

This paper cites Numinamath.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Numinamath

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.474997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7eb29bb5-7887-44c3-99d8-256f31919b46 · outbound

This paper cites Probing out-of-distribution generalization in machine learning for materials, 2024.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Probing out-of-distribution generalization in machine learning for materials, 2024

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.462392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0bd7f082-a1e4-450c-89fb-6ab849c9fd9a · outbound

This paper cites Gsm-plus: A comprehensive benchmark for evaluating the robustness of llms as mathematical problem solvers.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Gsm-plus: A comprehensive benchmark for evaluating the robustness of llms as mathematical problem solvers

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.448652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7fcdc50d-c832-496e-ba54-3ea34ce3aef7 · outbound

This paper cites Towards out-of-distribution generalization: A survey, 2023.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Towards out-of-distribution generalization: A survey, 2023

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.913037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb35d26b-a10e-49c6-a693-7e217cb88bdb · outbound

This paper cites ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.916405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21a9a9b5-b234-4026-87ce-c265df39b69d · outbound

This paper cites Compositional generalization by learning analytical expressions.Advances in Neural Information Processing Systems, 33:11416–11427, 2020.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Compositional generalization by learning analytical expressions.Advances in Neural Information Processing Systems, 33:11416–11427, 2020

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.429281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 841e4e97-a348-48fe-aecb-6d8bea74d693 · outbound

This paper cites GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.924842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72cb1a5c-fd3f-428f-9223-edf8b72ec7fc · outbound

This paper cites Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.929508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b06513b-cc66-4bb4-b67a-31241f400e33 · outbound

This paper cites Gsm8k, April 2022.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Gsm8k, April 2022

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.416982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dbafe4e1-dd2b-40f7-b86f-8ae33e5b2df9 · outbound

This paper cites Learning to reason with llms, September 2024.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Learning to reason with llms, September 2024

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.937329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85be693b-36fb-4318-8dda-bf18b6ead1cd · outbound

This paper cites Math 500, November 2024.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Math 500, November 2024

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.398067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2d6a2901-5fb8-428e-8cc7-bad3e1d337dc · outbound

This paper cites The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.946217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e2fc55c-16e6-4ef7-9a82-cb309150cae1 · outbound

This paper cites Climbing the ladder of reasoning: What llms can-and still can’t-solve after sft?arXiv preprint arXiv:2504.11741, 2025.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Climbing the ladder of reasoning: What llms can-and still can’t-solve after sft?arXiv preprint arXiv:2504.11741, 2025

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.950314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82d3b542-5ad7-4c43-9036-ce8a3ed41083 · outbound

This paper cites Mathscale: Scaling instruction tuning for mathematical reasoning, 2024.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Mathscale: Scaling instruction tuning for mathematical reasoning, 2024

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.953862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4cb4824-27e4-44ad-8037-8f70e4f00768 · outbound

This paper cites The claude 3 model family: Opus, sonnet, haiku.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization The claude 3 model family: Opus, sonnet, haiku

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.375061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3657a068-ad2b-497b-8d6e-d34aa6463fc0 · outbound

This paper cites Openmathinstruct-1: A 1.8 million math instruction tuning dataset, 2024.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Openmathinstruct-1: A 1.8 million math instruction tuning dataset, 2024

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.361658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 632248f7-a2ae-41d6-90b4-cc393bba50f5 · outbound

This paper cites Grokked transformers are implicit reasoners: A mechanistic journey to the edge of generalization, 2024.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Grokked transformers are implicit reasoners: A mechanistic journey to the edge of generalization, 2024

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.964503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd17a92b-19b7-4ee2-98c0-eef0e8ffdb1a · outbound

This paper cites Towards a theoretical framework of out-of-distribution generalization, 2021.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Towards a theoretical framework of out-of-distribution generalization, 2021

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.343032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 147c34e6-d020-4e39-8219-ca0b8bd18de8 · outbound

This paper cites Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.971551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 073e41ac-1ee1-4177-9364-f3e7c34b5d71 · outbound

This paper cites Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Scaling and Beyond: Advancing Spatial Reasoning in MLLMs Requires New Recipes

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.975316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c44c3d13-2f48-4716-9def-b3198ef423e5 · outbound

This paper cites Evaluating the performance of large language models on gaokao benchmark, 2024.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Evaluating the performance of large language models on gaokao benchmark, 2024

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.330336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8b282595-51b0-4b30-a444-9e848b9a909a · outbound

This paper cites Can models learn skill composition from examples?Advances in Neural Information Processing Systems, 37:102393–102427, 2024.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization Can models learn skill composition from examples?Advances in Neural Information Processing Systems, 37:102393–102427, 2024

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.314082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7527bc67-e77d-4288-a537-56d461fca4fd · outbound

This paper cites GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity?

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T18:46:57.986232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed18e313-d1ea-4dd5-86b5-a08ca1df6ff2 · outbound

This paper cites visualizing.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization visualizing

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.299553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d56b2f23-c352-47a0-b072-177155a845eb · outbound

This paper cites conjecture.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization conjecture

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.287433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3b4428ef-c97d-4243-947f-abcbfcf47d56 · outbound

This paper cites computation.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization computation

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.274551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fed93d16-0519-4544-8441-bb4121582713 · outbound

This paper cites computation.

OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization computation

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:46:58.262364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation a4955607-c80d-4a2a-8e1d-ba00be34a93d · inbound

Rethinking the Illusion of Thinking cites this paper.

Rethinking the Illusion of Thinking OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:39.097178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32cb581c-3213-4fb9-b9df-af707d223f04 · inbound

Re:Form -- Reducing Human Annotations in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny cites this paper.

Re:Form -- Reducing Human Annotations in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T15:20:16.918871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff53744e-1a34-46c0-a3cf-94671faf3c08 · inbound

RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments cites this paper.

RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-03T23:08:09.137256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1356ad6f-4a21-4a9c-bcc5-88494310d421 · inbound

Train Separately, Merge Together: Modular Post-Training with Mixture-of-Experts cites this paper.

Train Separately, Merge Together: Modular Post-Training with Mixture-of-Experts OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

Reference 40

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:56:11.366338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2c7fef75-70e6-49ce-a412-f59312a560a7 · inbound

Assessing the Creativity of Large Language Models: Testing, Limits, and New Frontiers cites this paper.

Assessing the Creativity of Large Language Models: Testing, Limits, and New Frontiers OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-14T19:12:50.818472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4afce806-873a-4d04-be21-9a925ef2d5de · inbound

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning cites this paper.

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

Reference 94

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:38:55.904520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3ab79f2f-46a2-43a7-aa3d-7b632af45827 · inbound

On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity cites this paper.

On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T21:00:08.449215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 52890016-2d81-4841-8b4c-b804953a11da · inbound

PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages cites this paper.

PluraMath: Extending Mathematical Reasoning Evaluation Beyond High-Resource Languages OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-08T19:15:30.210152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bb9418fb-fd26-484e-91b6-02a8fea9c261 · inbound

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping cites this paper.

The Low Frequency Trap: Video Language Models Fail at Simple Event Bookkeeping OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T04:24:54.759751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3115606-8d7d-4b7a-9c8c-e296f1eaddaa · inbound

Ask-E: An Environment for Calibrated Question Generation cites this paper.

Ask-E: An Environment for Calibrated Question Generation OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-10T18:11:50.688938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.