Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models | Paper Citation Record

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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This paper cites Here are the given event: {} You should follow the format like: {} -> EVENT -> EVENT -> EVENT -> EVENT Causal Chain Proposal: Intervention You are an expert in causality.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Here are the given event: {} You should follow the format like: {} -> EVENT -> EVENT -> EVENT -> EVENT Causal Chain Proposal: Intervention You are an expert in causality

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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This paper cites Enhancing LLM Reasoning with Reward-guided Tree Search.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Enhancing LLM Reasoning with Reward-guided Tree Search

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This paper cites Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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This paper cites Causal Graph Proposal and Com2 Synthesis: Intervention After understanding the causal chains, we need you to create a multiple-choice example.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Causal Graph Proposal and Com2 Synthesis: Intervention After understanding the causal chains, we need you to create a multiple-choice example

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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This paper cites Take a causal chian A -> B -> C for example, here are the reference of the reason for the causal transitive problem:.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Take a causal chian A -> B -> C for example, here are the reference of the reason for the causal transitive problem:

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Here are the given event: {} Just give the chains only

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models The intermediate events in the causal chains cannot appear in the question

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models -Method Reuse: For some problems that can be transformed into classic problems (such as the shortest path or knapsack problem), you can quickly reuse existing methods to solve them

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models -in the second causal chain, the transit is NOT interrupted by the intervention

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models -Method Reuse: For some problems that can be transformed into classic problems (such as the shortest path or knapsack problem), you can quickly reuse existing methods to solve them

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This paper cites Causal Graph Proposal and Com2 Synthesis: Counterfactual After understanding the causal chains, we need you to create a multiple-choice example.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Causal Graph Proposal and Com2 Synthesis: Counterfactual After understanding the causal chains, we need you to create a multiple-choice example

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models If A leads to B not C, what will happen?)

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models -Method Reuse: For some problems that can be transformed into classic problems (such as the shortest path or knapsack problem), you can quickly reuse existing methods to solve them

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Causal Graph Proposal and Com2 Synthesis: Decision After understanding the causal chains carefully, we need you to create a multiple-select example

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models -Method Reuse: For some problems that can be transformed into classic problems (such as the shortest path or knapsack problem), you can quickly reuse existing methods to solve them

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

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This paper cites Causal Graph Proposal and Com2 Synthesis: Transition After understanding the causal chains and the scenario, we need you to create a multiple-choice example.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Causal Graph Proposal and Com2 Synthesis: Transition After understanding the causal chains and the scenario, we need you to create a multiple-choice example

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Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models -threshold effect: the influence of A on B is not enough for B to cause C

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Observation cd8ff9e8-aef2-4ff1-9e48-102d868b3e62 · outbound

This paper cites -Method Reuse: For some problems that can be transformed into classic problems (such as the shortest path or knapsack problem), you can quickly reuse existing methods to solve them.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models -Method Reuse: For some problems that can be transformed into classic problems (such as the shortest path or knapsack problem), you can quickly reuse existing methods to solve them

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.651848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d9010995-74dc-47f4-81ec-ac36ef2f046d · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.640969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 10aed4ba-80b0-4b55-a0eb-6cbad5cb8fa5 · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T05:46:43.655041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7826e87e-d724-48c3-b3ed-3ab4abd98f50 · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T05:46:43.658263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8d64efb-9c3b-4e50-82a0-671a3e01ee3a · outbound

This paper cites None of the above.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models None of the above

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.630974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation dbe2fcd5-17d4-428b-9dbe-9b1e36c2b8e0 · outbound

This paper cites Ignoring health issues typically leads to worsening conditions.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Ignoring health issues typically leads to worsening conditions

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.621297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fac59214-cfa7-414a-a8b6-8ff23cc32731 · outbound

This paper cites One possibility is that she could start feeling better due to the body’s natural healing process.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models One possibility is that she could start feeling better due to the body’s natural healing process

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.611163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ae8eba59-9241-4bfb-b1ce-ca5eac50e170 · outbound

This paper cites Option A suggests she would feel better, which often isn’t realistic with persistent symptoms.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Option A suggests she would feel better, which often isn’t realistic with persistent symptoms

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.600316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3a3dffea-1107-43db-804d-7f9d93935ea2 · outbound

This paper cites If she continues to ignore symptoms, it’s likely her situation will worsen instead of improving.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models If she continues to ignore symptoms, it’s likely her situation will worsen instead of improving

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.590208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 48d5a0f5-04ed-4c03-b821-149823af8b04 · outbound

This paper cites By ignoring the symptoms, one possible severe consequence is a sudden health crisis necessitating emergency intervention.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models By ignoring the symptoms, one possible severe consequence is a sudden health crisis necessitating emergency intervention

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.579809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 37f3d135-161a-44f8-81be-97e3f45312a9 · outbound

This paper cites Considering realistic scenarios, ignoring serious symptoms often leads to drastic health declines rather than recovery.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Considering realistic scenarios, ignoring serious symptoms often leads to drastic health declines rather than recovery

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.568211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d753a7ae-9fb7-439e-bc17-9963b571f6db · outbound

This paper cites Decison in Com2-main Question What interventions can prevent severe consequences during a hot air ballooning experience that could lead to disastrous outcomes? Options A.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Decison in Com2-main Question What interventions can prevent severe consequences during a hot air ballooning experience that could lead to disastrous outcomes? Options A

Reference 89

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.555254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 03f0e1d3-c1cf-4926-9791-f8f90e1c6965 · outbound

This paper cites I need to focus on preventing issues related to equipment failure and extreme weather.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models I need to focus on preventing issues related to equipment failure and extreme weather

Reference 90

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.544450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 78ebe1fc-57c2-4b61-a788-96620cd2ca2a · outbound

This paper cites Option A refers to equipment checks and could help avert malfunctions, while Option C emphasizes pilot training during severe conditions.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Option A refers to equipment checks and could help avert malfunctions, while Option C emphasizes pilot training during severe conditions

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.534529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 84d89c0e-c20c-44b9-a1b8-2deab4048078 · outbound

This paper cites Both suggest ignoring critical safety precautions and could lead to disastrous outcomes.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Both suggest ignoring critical safety precautions and could lead to disastrous outcomes

Reference 92

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.524579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2a3b0cbf-0f63-416f-bb37-adb9561e4577 · outbound

This paper cites Grouping this way highlights which options can truly help prevent severe consequences.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Grouping this way highlights which options can truly help prevent severe consequences

Reference 93

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.514659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3399a491-3506-448f-a4e6-69d7fad5af9b · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.503529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 12a7410c-7bb7-4dc1-90a0-499646a1729c · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.493311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e19d181a-3a65-447d-81b5-b818a49807c3 · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 96

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.482149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6f4be258-7ca4-45c7-a38e-b51fc98ab53d · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 97

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.472045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d9ead090-6b34-4408-9616-55c4631bcb11 · outbound

This paper cites In this case, the typical behavior of the coin changes significantly compared to a normal environment.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models In this case, the typical behavior of the coin changes significantly compared to a normal environment

Reference 98

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.462072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c6bc47c0-e4de-42f1-b02f-415994d93f25 · outbound

This paper cites Option A suggests the coin lands on a table, which seems unlikely in zero gravity.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Option A suggests the coin lands on a table, which seems unlikely in zero gravity

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.451731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 42d0639f-56f7-4204-8bb2-a64dfb1769eb · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.440734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4fb931e2-3f75-4554-a05f-6119d31eff4a · outbound

This paper cites This aligns with the idea that the coin would continue to drift until it encounters something.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models This aligns with the idea that the coin would continue to drift until it encounters something

Reference 101

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.430656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7cf4ec47-c442-435b-9571-070170354967 · outbound

This paper cites I need to correct my reasoning.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models I need to correct my reasoning

Reference 102

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.420056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b5397b6f-1c7b-455f-b678-3dcc03f21188 · outbound

This paper cites Therefore, the only logical outcome is that the coin would drift and potentially collide with something.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Therefore, the only logical outcome is that the coin would drift and potentially collide with something

Reference 103

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.409418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f1a66e9a-2eff-40e3-8301-6ae2d9bff78f · outbound

This paper cites Simon was seen in good spirits before the wedding but became agitated during the ceremony.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Simon was seen in good spirits before the wedding but became agitated during the ceremony

Reference 104

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.398838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 69665cac-3d85-4aaf-a131-8746445e71e2 · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 105

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.387169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 71afbee0-1aeb-44b6-92be-722b12e6e3b3 · outbound

This paper cites Simon spoke to her maid, Alice, and mentioned ¨jumping a claim,ïndicating a prior relationship.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Simon spoke to her maid, Alice, and mentioned ¨jumping a claim,ïndicating a prior relationship

Reference 106

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.375705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b0b8bdd2-0ef6-44aa-bdbf-db96c0d63c2e · outbound

This paper cites Simon left the breakfast table shortly after the meal began, dressed in her wedding attire, and was later seen leaving with Francis H.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Simon left the breakfast table shortly after the meal began, dressed in her wedding attire, and was later seen leaving with Francis H

Reference 107

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.364951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9146a024-d60e-4c70-a49b-5e7f6e9c90c0 · outbound

This paper cites Simon’s wedding dress and belongings in the Serpentine, indicating she had left in a hurry.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Simon’s wedding dress and belongings in the Serpentine, indicating she had left in a hurry

Reference 108

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.353091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cfec5eb4-4569-4e6a-aa3d-4858909d2b67 · outbound

This paper cites elopement).

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models elopement)

Reference 109

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.342224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d1935e6e-5b99-4228-8d98-209eda105e44 · outbound

This paper cites Options A, B, and D seem proactive, while C could limit the social aspect, and E is dismissive.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Options A, B, and D seem proactive, while C could limit the social aspect, and E is dismissive

Reference 110

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.332077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4f0b596d-19e8-4be2-975b-0d458f51ae17 · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 111

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.321761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 84226964-f6df-4e9f-9d21-3983c4b1af47 · outbound

This paper cites For example, ensuring the bride’s emotional well-being could prevent her from feeling the need to elope.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models For example, ensuring the bride’s emotional well-being could prevent her from feeling the need to elope

Reference 112

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.311449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7f9f9f3a-c009-4198-9bb3-02308d39d7f6 · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 113

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.300502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 01f9faa7-2d00-4cf8-a914-19790ca71a57 · outbound

This paper cites Intervention in Com2-hard Crime A valuable coronet, containing thirty-nine beryls, was stolen from Alexander Holder’s home.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Intervention in Com2-hard Crime A valuable coronet, containing thirty-nine beryls, was stolen from Alexander Holder’s home

Reference 114

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:46:44.290027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4531ca8b-83b5-4f6d-b146-b7a6a9eb8d07 · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 115

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.278277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 77e03450-eaf2-4ad6-9bcb-1361f4eb417b · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 116

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.267771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d0ea3148-4918-4e07-95e9-796a36cdc5bc · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 117

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.257677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d346ce81-7360-4c61-8fb6-8e6c6c44c21d · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 118

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.247730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f58b1985-f79e-4f73-a822-ad2fc76cd99a · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 119

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.237274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 206188e3-84e9-45e0-80d1-b8542a9908a3 · outbound

This paper cites an unresolved cited work.

Com$^2$: A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models Unresolved cited work

Reference 120

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:46:44.226638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers