Paper Citation Record · LEDGER

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering

As of 10 August 2026, this Paper Citation Record lists 100 of 113 outbound references and 4 inbound Pith citation observations for arXiv:2505.23604.

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

pith.paper-citation-record.v1
2505.23604 v1

Coverage vector

measured 100 of 113 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:47:30.520426Z

measured 104 of 104 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T00:13:29.838143Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T17:02:40.803918Z

Reference resolution

100 of 113 outbound references displayed

verified exact0
verified fuzzy27
unresolved72
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bbead328-983b-486b-8472-cea077fa6a18 · outbound

This paper cites Introducing claude 3.7 sonnet, 2025., 2025.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Introducing claude 3.7 sonnet, 2025., 2025

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:18.905124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9b5ac18-5a51-45c0-ba9d-6ca589549ebb · outbound

This paper cites SWE-search: Enhancing software agents with monte carlo tree search and iterative refinement.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering SWE-search: Enhancing software agents with monte carlo tree search and iterative refinement

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:19.016872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71798fc3-f5e9-44d1-b68e-fb62acc356be · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:19.191761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c230db2-90eb-402b-b0db-8f5d55f2aa1f · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:19.401873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ecc4e89-71f2-4b1e-be8c-f4c819e5f85d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Training Verifiers to Solve Math Word Problems

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:19.540327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 318ca24f-9864-4c25-94c3-2155c5044e92 · outbound

This paper cites CodeMonkeys: Scaling Test-Time Compute for Software Engineering.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering CodeMonkeys: Scaling Test-Time Compute for Software Engineering

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:19.679222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 850e0e3c-3852-4937-a9b1-22ea779d24e9 · outbound

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

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:19.813751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf43d90a-b942-4464-ab5d-3df5b1beb249 · outbound

This paper cites The CMA Evolution Strategy: A Tutorial.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering The CMA Evolution Strategy: A Tutorial

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:19.954716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19071a47-a7b4-4997-b348-3dc9c0d49f3a · outbound

This paper cites Training Compute-Optimal Large Language Models.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Training Compute-Optimal Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:20.125621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46b8be47-46b5-413b-8e41-63335575a420 · outbound

This paper cites OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:20.302618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cd3acd2-c2ef-4106-bb31-bb1bb1d8e1ef · outbound

This paper cites Reinforce++: An efficient rlhf algorithm with robustness to both prompt and reward models, 2025.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Reinforce++: An efficient rlhf algorithm with robustness to both prompt and reward models, 2025

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:20.451961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2890136c-ef41-4851-8a8e-b066237cdad1 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Qwen2.5-Coder Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:20.609019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa492eae-04d3-4f9b-a897-dc04792da3ee · outbound

This paper cites Livecodebench: Holistic and contamination free evaluation of large language models for code.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Livecodebench: Holistic and contamination free evaluation of large language models for code

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:20.752067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c02abe50-16a8-4be3-baf9-baf956f3facd · outbound

This paper cites R2E-Gym: Procedural Environments and Hybrid Verifiers for Scaling Open-Weights SWE Agents.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering R2E-Gym: Procedural Environments and Hybrid Verifiers for Scaling Open-Weights SWE Agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:20.932161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a479327-35a8-4677-a8e3-86681da1d8b3 · outbound

This paper cites SWE-bench: Can language models resolve real-world github issues? In The Twelfth International Conference on Learning Representations , 2024.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering SWE-bench: Can language models resolve real-world github issues? In The Twelfth International Conference on Learning Representations , 2024

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:21.164606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3efaabbf-bb22-4097-8d36-e391dbbe99a5 · outbound

This paper cites Going beyond heuristics by imposing policy improvement as a constraint.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Going beyond heuristics by imposing policy improvement as a constraint

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:21.358355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9e3de6a-d3aa-4b0b-91d7-fd602e017eaa · outbound

This paper cites Let’s verify step by step.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Let’s verify step by step

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:21.519190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39d980c3-2b6a-4180-9687-952398cd0da8 · outbound

This paper cites DeepSeek-V3 Technical Report.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering DeepSeek-V3 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:21.660494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c33af34d-bd30-4182-bea6-6366444d0354 · outbound

This paper cites Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:21.761811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e2f760e-d27f-4523-8b52-9bd349e40a8a · outbound

This paper cites Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:21.765458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d1d0f0-bcb9-43b5-b264-c53f087468cb · outbound

This paper cites Policy invariance under reward transforma- tions: Theory and application to reward shaping.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Policy invariance under reward transforma- tions: Theory and application to reward shaping

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:21.770027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ac2c697-9a16-4e0b-8085-f5944a7184e0 · outbound

This paper cites Training software engineering agents and verifiers with SWE-gym.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Training software engineering agents and verifiers with SWE-gym

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:21.807661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16f39479-4aa1-4083-8c8f-b02e993fb448 · outbound

This paper cites Evolution Strategies as a Scalable Alternative to Reinforcement Learning.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Evolution Strategies as a Scalable Alternative to Reinforcement Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:21.891107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2456e290-1415-40f7-b3f4-3671cbf12685 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:21.953615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ee32305-6fa0-475b-b2d1-239e7868b9dc · outbound

This paper cites Reliable gradient-free and likelihood-free prompt tuning.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Reliable gradient-free and likelihood-free prompt tuning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:22.013363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4ecac6f-8fb3-4663-a6a9-f731e82367d8 · outbound

This paper cites Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:22.078456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 494a7c3e-9cc4-406c-94c8-a2059e2a9100 · outbound

This paper cites Hybridflow: A flexible and efficient RLHF framework.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Hybridflow: A flexible and efficient RLHF framework

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:22.140849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff771bd6-2981-4717-9259-64d31374c025 · outbound

This paper cites Scaling LLM test- time compute optimally can be more effective than scaling parameters for reasoning.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Scaling LLM test- time compute optimally can be more effective than scaling parameters for reasoning

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:22.230498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 252ffa7e-a086-4bb5-9fa5-9e774ccf7a09 · outbound

This paper cites Reinforcement learning: An introduction.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Reinforcement learning: An introduction

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:22.320693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a08357a1-5038-41f4-ae89-02ea78282f18 · outbound

This paper cites Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:22.400346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26118d6d-e630-4937-9e61-a6968fb99696 · outbound

This paper cites SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:22.487628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b26bcd7-6d6e-44e5-af06-152fe7fa8288 · outbound

This paper cites Natural evolution strategies.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Natural evolution strategies

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:22.569703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 717d82f5-1475-4638-b296-8c7f56c01e9d · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Agentless: Demystifying LLM-based Software Engineering Agents

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:22.654765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8a8da2d-68e5-40e2-9c27-5302e4dda0e6 · outbound

This paper cites SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:22.735606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77f55086-2531-4973-8638-46513b79ebec · outbound

This paper cites SWE-agent: Agent-computer interfaces enable automated soft- ware engineering.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering SWE-agent: Agent-computer interfaces enable automated soft- ware engineering

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:22.820321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed0f744-fb9e-4939-b364-b22ad9c46bdc · outbound

This paper cites SWE-smith: Scaling Data for Software Engineering Agents.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering SWE-smith: Scaling Data for Software Engineering Agents

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:22.895251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e87c4bb-e484-4f08-a6e8-22b6faca0f7a · outbound

This paper cites Autocoderover: Au- tonomous program improvement.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Autocoderover: Au- tonomous program improvement

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:23.001583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec55c373-f1f8-4b06-8602-ef010460f731 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:23.104997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bb7d124-6476-4ed0-980f-75ca15b6c47d · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:23.177445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da22fc5b-5ad8-42cc-886b-f3b2588446cd · outbound

This paper cites dim_0",.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering dim_0",

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:23.278279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6207956c-0bd4-44a7-ab2c-d1185f2a4b79 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:23.353372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48cbc613-7daa-4bfe-946b-9c0a55e22542 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:23.452159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f2250bd-9c87-4fc9-8a99-8d69d6a5c43f · outbound

This paper cites ,→ ,→ - For single dimension reductions, we can keep the existing behavior of using just mask.shape[axis].

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering ,→ ,→ - For single dimension reductions, we can keep the existing behavior of using just mask.shape[axis]

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:23.526971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b552f2b9-3765-4b68-bf0b-4e7b99de44a8 · outbound

This paper cites "" if hasattr(axis,.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering "" if hasattr(axis,

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:23.626560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea2eba9-b2cf-497e-b32b-2ac172111bac · outbound

This paper cites Mul"] - 1 might be too low since we want to group at the same level as MUL args,→ - Patch 2: - Uses PRECEDENCE[.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Mul"] - 1 might be too low since we want to group at the same level as MUL args,→ - Patch 2: - Uses PRECEDENCE[

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:23.716779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bad98ba-e541-423a-9523-acf6075a0ee5 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:23.817212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea4c1a02-bcf9-4214-93c4-c59422cacaa1 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:23.891586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc4250ce-776b-45f2-ac4d-53bb69fae406 · outbound

This paper cites <stdin>", line 1, in <module> File.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering <stdin>", line 1, in <module> File

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:23.989940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4528ee94-7df2-4ed1-875b-64d7d366389a · outbound

This paper cites x is in S.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering x is in S

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:24.064971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8130d9a-022f-4b17-a680-d624d28ac196 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:24.170369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10866f8d-7b81-435e-8b75-34e6f8271629 · outbound

This paper cites x is in S.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering x is in S

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:24.252972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9209c11-adec-41bf-ba2b-e6689c70e3a8 · outbound

This paper cites x is in S.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering x is in S

Reference 52

Resolution: malformed identifier; no resolver link, observed 2026-08-07T12:47:24.381462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd9837d6-9f72-4d35-9792-8208df350ede · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:44.691563Z

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 6f6f2639-91a1-4ab1-8115-723fc4d0c706 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:44.520566Z

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 a0a13e4e-e82f-4779-8b5c-102e1f5adb96 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:44.341228Z

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 0d859156-b5a1-4643-8f44-1a143f7da166 · outbound

This paper cites ""Ensure that file.name is a string.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering ""Ensure that file.name is a string

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:44.174886Z

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 8774fd4d-bd78-4cac-a9f7-e890190f49e2 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:43.995462Z

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 434a8621-4708-48c2-8686-3e4206ac5307 · outbound

This paper cites 4 digits.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering 4 digits

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:43.843531Z

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 5bc2b78a-009f-4028-8dc8-08345fcfc810 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:43.647769Z

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 6325c6ba-aa47-49de-9ccb-7bba5e70b91f · outbound

This paper cites Year, 4 digits; e.g. '1999'.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Year, 4 digits; e.g. '1999'

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:43.458705Z

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 045b6c8f-5bd8-4d41-b252-c839f7a38345 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:43.254011Z

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 3157561e-ad2f-40ef-b2dc-50ed3dd8cbdd · outbound

This paper cites Always return exactly 5 files, Do Not output less than 5 or more than 5 files.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Always return exactly 5 files, Do Not output less than 5 or more than 5 files

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:43.100391Z

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 8b882341-7285-4818-956b-d4b95a2b190f · outbound

This paper cites Wrap all files together within `<file>...</file>`.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Wrap all files together within `<file>...</file>`

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:42.929100Z

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 5eea3b81-a7a0-4ea8-b8ec-43534fdce892 · outbound

This paper cites ### Examples ### <think>.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering ### Examples ### <think>

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:42.776754Z

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 c08e4626-3347-4112-ae3b-9491d375eaa1 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:42.605289Z

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 fd5cfd67-845a-41da-8439-df387e9aed98 · outbound

This paper cites </think> <file> file1.py file2.py file3.py file4.py file5.py </file> --- Please provide your response below.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering </think> <file> file1.py file2.py file3.py file4.py file5.py </file> --- Please provide your response below

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:42.430090Z

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 7e1beff9-5a6e-42cf-b9fc-7a9527d67fc9 · outbound

This paper cites - Explain how each snippet relates to the sub-task.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering - Explain how each snippet relates to the sub-task

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:41.935515Z

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 2b35e7b7-0bfd-44c7-822a-49246ad39f71 · outbound

This paper cites </think> ```python # Final patch here (must match the oracle patch exactly) ``` --- Please provide your response.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering </think> ```python # Final patch here (must match the oracle patch exactly) ``` --- Please provide your response

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:39.910994Z

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 c39e2d34-ce8c-477f-81d9-2f02f32147f3 · outbound

This paper cites Explain what the problem is, why it matters, and what 36 the intended behavior should be.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Explain what the problem is, why it matters, and what 36 the intended behavior should be

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:39.706240Z

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 c8165989-d9f6-483f-a627-dc8ddd2a2257 · outbound

This paper cites Justify the exclusion of any sections that are not relevant.,→.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Justify the exclusion of any sections that are not relevant.,→

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:39.053939Z

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 992a2721-154c-4afc-99a3-42de1095863e · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:38.103338Z

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 9ae40119-6d10-4985-a72c-7a10830e3755 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:37.897001Z

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 009c0694-b24d-488f-8833-1a98b524616f · outbound

This paper cites Identify whether each patch resolves the issue correctly, partially, or incorrectly.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Identify whether each patch resolves the issue correctly, partially, or incorrectly

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:37.702633Z

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 f5c985d8-fdac-4e2d-956d-bc72736a9341 · outbound

This paper cites Your patch should:,→ - Be grounded solely in the issue description and provided source code.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Your patch should:,→ - Be grounded solely in the issue description and provided source code

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:37.487310Z

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 f323cd47-9f3c-4234-a89b-a5c5f65d65aa · outbound

This paper cites - Explain how each snippet relates to the sub-task.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering - Explain how each snippet relates to the sub-task

Reference 100

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:37.252588Z

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 7248b3db-0717-46f6-8332-ac021066979c · outbound

This paper cites Do not reference or imply knowledge of the oracle patch.,→.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Do not reference or imply knowledge of the oracle patch.,→

Reference 101

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:41.779001Z

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 c857f648-cc4f-4fe5-acf8-eb55028f2f01 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 102

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:41.633801Z

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 85b1b2fe-2cf9-4670-af3d-1cecbb319d08 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 103

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:41.420748Z

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 6fc27b98-19cd-49c2-8cce-eebb560ebb14 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 104

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:41.198954Z

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 1dc08c3f-09b5-44fd-911c-566c572224d3 · outbound

This paper cites based on the oracle,.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering based on the oracle,

Reference 105

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:40.974003Z

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 01101c99-d0dc-4cd5-b418-bc306421c98b · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 107

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:40.554828Z

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 3f0bfaf8-a00a-41c1-bb53-6b1c76f1365d · outbound

This paper cites Example: <think>.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Example: <think>

Reference 108

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:40.339528Z

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 b5b693d6-8e02-4368-b631-70fc6c0a9d17 · outbound

This paper cites - Review of patch-2:.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering - Review of patch-2:

Reference 109

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:37.055051Z

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 c44c8b88-b7ac-41bb-a880-ec570de39cfe · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 111

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:36.689509Z

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 0cb9df10-b545-45c3-8a4a-532e8b2bbe7c · outbound

This paper cites </think> ```python # Final patch here (must match the oracle patch exactly) ``` --- Please provide your response.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering </think> ```python # Final patch here (must match the oracle patch exactly) ``` --- Please provide your response

Reference 112

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:36.475509Z

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 cf0f5132-bcdb-46e5-93c0-23182b55792d · outbound

This paper cites Identify whether each patch resolves the issue correctly, partially, or incorrectly.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Identify whether each patch resolves the issue correctly, partially, or incorrectly

Reference 113

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:36.271303Z

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 62d8b269-b27a-484b-b15b-9f44214e825d · outbound

This paper cites Your patch should:,→ - Be grounded solely in the issue description and provided source code.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Your patch should:,→ - Be grounded solely in the issue description and provided source code

Reference 114

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:36.070630Z

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 84f555d2-4602-4049-be22-ef287be0c8d0 · outbound

This paper cites Explain what the problem is, why it matters, and what the intended behavior should be.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Explain what the problem is, why it matters, and what the intended behavior should be

Reference 115

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:42.288865Z

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 9d9bbf34-0b41-4852-a397-293ba5401705 · outbound

This paper cites Describe the purpose of each sub-task and how it contributes to solving the overall problem.,→.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Describe the purpose of each sub-task and how it contributes to solving the overall problem.,→

Reference 116

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:42.113026Z

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 d70406ee-7821-4161-acde-34ceeb61fa61 · outbound

This paper cites - Explain how each snippet relates to the sub-task.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering - Explain how each snippet relates to the sub-task

Reference 117

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:39.482711Z

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 83285512-d0f2-4543-aa3c-a1f841129e58 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 118

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:39.245595Z

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 7f1349a0-8cc0-496f-bc64-6d6692dd112c · outbound

This paper cites Justify the exclusion of any sections that are not relevant.,→ 39.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Justify the exclusion of any sections that are not relevant.,→ 39

Reference 119

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:35.861249Z

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 ffc68ea2-124b-417e-abe2-99c745ba8a34 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 120

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:38.854508Z

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 ee7434e7-29fd-4dbd-a48c-dcadedd16411 · outbound

This paper cites </think>.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering </think>

Reference 121

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:40.800833Z

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 9713c262-b9a5-4402-bf23-61944ed71749 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 122

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:38.663531Z

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 9cc66f8c-ce40-468d-b1a5-dd2f72c55216 · outbound

This paper cites --- # Patch Format Please generate SEARCH/REPLACE edits to fix the issue.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering --- # Patch Format Please generate *SEARCH/REPLACE* edits to fix the issue

Reference 123

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:47:38.470454Z

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 c3c74534-310f-432b-8cc1-374864212264 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 124

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:30.132060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce905969-1dce-4003-9038-7fef6b6ae3d9 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 125

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:47:38.274276Z

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 7943047a-eecc-4943-ae8b-d861a3d617c7 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 126

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:30.354753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cdc361d-a5cb-42d2-8268-5e142d68e3a4 · outbound

This paper cites an unresolved cited work.

Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Unresolved cited work

Reference 127

Resolution: unresolved; no resolver link, observed 2026-08-07T12:47:30.520426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 91f78ddb-4cbf-4659-9b2a-0d815ea1ca68 · inbound

Pushing Forward Pareto Frontiers of Proactive Agents with Behavioral Agentic Optimization cites this paper.

Pushing Forward Pareto Frontiers of Proactive Agents with Behavioral Agentic Optimization Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T00:13:29.838143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f020d197-5d51-4002-803f-bcddd3104977 · inbound

Rethinking Agentic Reinforcement Learning In Large Language Models cites this paper.

Rethinking Agentic Reinforcement Learning In Large Language Models Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering

Reference 120

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:21:29.632782Z

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 f1403169-e2ca-4a96-b244-86752feb75bb · inbound

Rethinking Agentic Reinforcement Learning In Large Language Models cites this paper.

Rethinking Agentic Reinforcement Learning In Large Language Models Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering

Reference 120

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:11:17.057708Z

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 15cac6a2-1dba-43f5-86b5-50b4fe2fcbf5 · inbound

Rethinking Agentic Reinforcement Learning In Large Language Models cites this paper.

Rethinking Agentic Reinforcement Learning In Large Language Models Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering

Reference 120

Resolution: verified exact; arxiv_id, observed 2026-05-19T17:02:40.805263Z

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.