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Paper Citation Record · LEDGER

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

As of 7 August 2026, this Paper Citation Record lists 100 of 129 outbound references and 0 inbound Pith citation observations for arXiv:2506.07064.

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

pith.paper-citation-record.v1
2506.07064 v1

Coverage vector

measured 100 of 129 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:46:43.806230Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 129 outbound references displayed

  • verified exact0
  • verified fuzzy29
  • unresolved71
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a1fd4aae-386f-4b4f-8979-102f0ba8773b · 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 1

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no resolver link, observed 2026-08-07T05:46:43.406581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.406581Z digest=sha256:3ac6149a00a54c70a0d815956e8b334cfecd8837cdd5fc259e9743320dacd892

Observation 516286a4-6ef6-4c0e-9c7b-c7b3c1bad12d · 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 2

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no resolver link, observed 2026-08-07T05:46:43.410216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.410216Z digest=sha256:a3ef861766a92d3e624c15ef816ff6e38cb53e55ff17f6df85f3561fae3c55c5

Observation 6b898d6f-0915-41ae-a4d2-5e7a50ba3f79 · outbound

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

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.413647Z digest=sha256:2d5d0909450b8be3ab8da220e8d33860e988f371a5b4e7887f84aeed92fde40e

Observation 8503fb2b-94d9-4d60-9532-2afa96a2dbd6 · 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 4

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no resolver link, observed 2026-08-07T05:46:43.428945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.428945Z digest=sha256:c5cd1044e143699e5d8f87a418b071e6b58116cc978ebd5d3e3647fb283c5858

Observation d7bcc5af-101b-486a-94a1-fb87fa3a8444 · 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 5

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no resolver link, observed 2026-08-07T05:46:43.432389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.432389Z digest=sha256:8a926bdca49bed6d70c72a84d9f363672912846e4e9d6f5f81995fc634151a8f

Observation fa67507f-6f74-448c-a283-ebf292b38dd5 · outbound

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

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.398130Z digest=sha256:cdf784b36a722b8fe56c7f7475907af8a589aea676024c75cf37bd6dba4e1037

Observation e937a46e-e25e-47c4-a93e-1d1bc5cdc030 · outbound

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

Reference 7

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no resolver link, observed 2026-08-07T05:46:43.402367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.402367Z digest=sha256:0e64b526cf0bf6e7a9551754cbb4b4efeb7d08154f715bdef0a378c3ef8b7eb2

Observation 79eb147e-d269-4bda-8ff8-763d13c72530 · 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 9

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no resolver link, observed 2026-08-07T05:46:43.520625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.520625Z digest=sha256:739c4b2a9d2a7fa93223d342e081f9ae7ef2d6d784e5d81aa03fc0a0f4bf6da0

Observation a5c4821f-1298-4beb-a848-6396d25bed6c · outbound

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

Reference 10

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no resolver link, observed 2026-08-07T05:46:43.523908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.523908Z digest=sha256:83f1ee57624ca902b62ced1ef74d68c547ec60b501476f0385868cfc49abfadb

Observation c8cd7060-9bbd-442d-b90e-f9ee4f25d803 · 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 13

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no resolver link, observed 2026-08-07T05:46:43.424945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.424945Z digest=sha256:e8d53b619b91aea945e5d598aac1ecab6cee427c4434f8ab05611fbb895b22e1

Observation 4c3d697d-688d-474a-842a-5742ed2aa752 · 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 17

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no resolver link, observed 2026-08-07T05:46:43.439181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.439181Z digest=sha256:31a2a3475991880241a3a71075f3141b968399a27040dd1938437f4ba85b99ae

Observation 0371274c-8832-4968-a4d2-2e92d36ac422 · 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 18

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no resolver link, observed 2026-08-07T05:46:43.442566Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.442566Z digest=sha256:fa15d15bc1c8ce84cdb39f50818bd3d60c6b026d312ccf508c6be1de1a03650d

Observation 54e3ac7e-4bd0-473d-8cd6-21106aa89155 · 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 19

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.445994Z digest=sha256:9b6181bc9029855d11903935f40511f3ba63db287d37a6f4e8a06d5797b89943

Observation 41a18d66-3816-4d19-a017-32bae8adfea4 · 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 20

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no resolver link, observed 2026-08-07T05:46:43.449375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.449375Z digest=sha256:7d2e61be7f8fac1548622f1ef76805ac4e086e38d70d0a949b50a7ed4d463c64

Observation d3a35ce8-7609-4a90-8505-2286c86c78c4 · 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 21

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.452743Z digest=sha256:16f39a6ac3dbbcead0cc195e69c2f40e9aaefcc7377549f5f8280bdbdb706138

Observation cc4c40da-bee1-452a-8500-6a372d46afa1 · 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 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.456184Z digest=sha256:2f792ec3b2ce3ef2737c94489ce1fdd4d8138b7b24b918c806e33c2a06ff3256

Observation f45ca0f9-a795-4360-822f-468be31ae0a2 · 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 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.459515Z digest=sha256:7936eba1acfb9d2b62a9a0588d021c133c3a8ae407cc2433ee435858dcf2ac15

Observation 95d81aeb-5c0a-45cc-94fc-15a87b7229ab · 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 24

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no resolver link, observed 2026-08-07T05:46:43.462780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.462780Z digest=sha256:b3d2c7d152d147f7302d0e184f103de986d469edf889fd31f30d02978093d4c7

Observation 07b3d645-1453-4bb9-bced-55a5b36af9f3 · 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 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.466115Z digest=sha256:a0d5ae25df2f6f0aafb1bc01b78333cf7af1c13d8f2956344fd4f0c73d28734d

Observation 28bd4ec9-e6d3-4623-9bb3-23824351758e · 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 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.469405Z digest=sha256:4acbb853c81afd4877375953b94d120e828a8e00861b01afa3cb507c5271bcda

Observation 031e02c8-d040-45d1-9802-08b244f7f5da · 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 27

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.472908Z digest=sha256:7e61263e205be820ab18221da583e6e6fbc1abedcf43351e20b0d6cf8620b4b9

Observation c86dd821-8428-48e0-8f31-7669deb20847 · 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 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.476215Z digest=sha256:31c46bdcd300b4a7c9c69ac0094b095268e765ad08f0d6561a8c27886786f521

Observation 02f2b986-4683-4122-aabb-ac488a245fea · outbound

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:

Reference 29

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.479383Z digest=sha256:c835dd4513a5d4057c606f9ea47ad7d8bfc37297f865145ceab1bc7b9781bb5f

Observation 12a095fe-25a3-4459-a866-42967aaabfac · 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 30

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no resolver link, observed 2026-08-07T05:46:43.483133Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.483133Z digest=sha256:75243965929532f6287b9f076762a15bd317960f01cfe10bd7ac4459398c7ad8

Observation c357f949-f7b8-493f-a549-6aaa27ce54e8 · outbound

This paper cites Here are the given event: {} Just give the chains only.

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

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.486401Z digest=sha256:3e9bb484de89990682a533e03a1424d74422e3ec6749f0013c8c72f7c4c6a3f8

Observation 29481e9e-49f6-4317-b3a4-a580c3f84aff · 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 33

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no resolver link, observed 2026-08-07T05:46:43.493630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.493630Z digest=sha256:ea630b83eb8702dd8a5a17af59e4deae7ad120364a3b5067fd3c13184649c3b2

Observation ac87bcaf-1eeb-46ff-b6c0-3ef3cbfebf2d · outbound

This paper cites The intermediate events in the causal chains cannot appear in the question.

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

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.496867Z digest=sha256:80f0c2d7e2b72777f9d6ef43298dff9155e327abed95191d696f46bd171a8a17

Observation 58aac345-40e0-4142-a86c-0c9ae85dd62a · 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 35

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no resolver link, observed 2026-08-07T05:46:43.500638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.500638Z digest=sha256:8b633a0683798a5cf66247a75db9b00917ef5b594beec9903a9df42750d907d9

Observation 60f0d02d-d13d-40fe-abd1-3b22bbd69258 · 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 36

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no resolver link, observed 2026-08-07T05:46:43.505851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.505851Z digest=sha256:9da070a6fb066eca42c8a98ec3c9e6b09c91e2bf70f99a4e0800400b765faf46

Observation 08f7e2a2-21be-41ca-be61-481cede781b7 · 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 38

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no resolver link, observed 2026-08-07T05:46:43.513574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.513574Z digest=sha256:4861400eb46c3f23e750b672008cd2d577370e3ad0b5d896a0cb6c3775eff656

Observation a74a723d-c2e9-40e5-9d44-4488300e82b8 · outbound

This paper cites -in the second causal chain, the transit is NOT interrupted by the intervention.

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

Reference 45

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no resolver link, observed 2026-08-07T05:46:43.537000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.537000Z digest=sha256:ee525a29370ab93331991492c20064f37e14af6f7ead3ac0fa598aca1dfddf3e

Observation a97ce373-55b1-4fe3-be15-d8d49df3e969 · 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 46

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no resolver link, observed 2026-08-07T05:46:43.540312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.540312Z digest=sha256:1def65ad6ca5e2b63842c131bd8149cea327706372d8c11c97eb44e78f2c66a5

Observation 2942cd82-8b9d-44d2-b110-2cdebbca9627 · 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 47

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no resolver link, observed 2026-08-07T05:46:43.543538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.543538Z digest=sha256:8a052abd67dcf03f76ff45218e4d7d5ec67d672228d1db12b93de1e6c21d5d6e

Observation 04aed6eb-9ad3-4cb5-88df-b0defc94e4a5 · 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 48

Resolution
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no resolver link, observed 2026-08-07T05:46:43.546681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.546681Z digest=sha256:06767e6a6af66dc896051ecc8db8776a7995a9e407d19f7008337fbf5cb20fe6

Observation 1c5ed77d-4691-44fb-bfe1-5a0c4f29a709 · outbound

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

Reference 51

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.557001Z digest=sha256:457ffe33aa597f5dbeca48be58d0c7176646f737005add09ac3a3c1c4b98a20f

Observation 000d7d64-d507-4d92-a748-fb13a0706252 · 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 53

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no resolver link, observed 2026-08-07T05:46:43.563523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.563523Z digest=sha256:585eac23de124df08cd20c232ea249003a226399ad51fe06357fab11bafd1ff4

Observation 43268cea-bd3e-4ae0-8137-e38abaa6e4f8 · outbound

This paper cites If A leads to B not C, what will happen?).

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?)

Reference 55

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no resolver link, observed 2026-08-07T05:46:43.569970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.569970Z digest=sha256:5e6fdcddb16e8c59039bb985a688f7a15050efd22e28363a33365bb8dda10931

Observation f71c91cf-5709-4462-ad18-de366fc13e99 · 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 56

Resolution
unresolved
no resolver link, observed 2026-08-07T05:46:43.573169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.573169Z digest=sha256:5fbced198d4e4af2d97329be856b96db4f060a141d3c457b3f3607489a1ec006

Observation 9b65f11f-0a80-4f66-ac3b-3d5b38776dfb · 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 57

Resolution
unresolved
no resolver link, observed 2026-08-07T05:46:43.576382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.576382Z digest=sha256:c783c3f6199556965a5655f805a02ae1d9dc4f2c3c3c325146d1b84cf3f3cdef

Observation 2d6cb294-a0cb-49aa-aaa3-4307b1e6ecad · 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 59

Resolution
unresolved
no resolver link, observed 2026-08-07T05:46:43.583372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.583372Z digest=sha256:6e1188b55a2cc8e3b1f27da909dfacfa69e5ae5a4f85cf1e04a74dc59e81be24

Observation 081e3ae6-d688-451f-93d3-a21c945d9066 · 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 60

Resolution
unresolved
no resolver link, observed 2026-08-07T05:46:43.586604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.586604Z digest=sha256:ea549556592e3133de7574550bde21b30fba2e9d43cfe9b9eecd6f9fb0808db2

Observation 1925c1e2-f4ae-4863-ad93-4d3bfe224fe9 · outbound

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

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

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-07T05:46:43.589852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.589852Z digest=sha256:ef58a033269a3217adb3a34a817e2fa0b63377aaa667b8d857bc7215634b6953

Observation b7a57e01-9a50-448f-9d24-68a828221d6d · 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 62

Resolution
unresolved
no resolver link, observed 2026-08-07T05:46:43.593006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.593006Z digest=sha256:6624a52447d6469d57bf78976d9f975f5476d0eb72cd705907b3e5a45c0740e6

Observation 8dbbf188-31e2-4359-8a39-f1dc571e0198 · 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 63

Resolution
unresolved
no resolver link, observed 2026-08-07T05:46:43.596230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.596230Z digest=sha256:7304a4c1d600577f7c1c186619c93ff0f696eb04faa3b602318df042fba2a1ef

Observation 1d79a7d2-d965-49f7-a57a-7c8a66a1ffc7 · 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 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:46:44.766231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.600191Z digest=sha256:becd7f2f937f5c44a7e84e220c2b6cc61f7e94f6ba6052fa4447e7618b25fdda

Observation 2241619a-8c44-43e6-803a-577e19153ad8 · 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 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:46:44.755661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.603661Z digest=sha256:1fa226f7833606c0f1bed900e6c80d1aa6358ac1be81081c59afda0c9705e374

Observation d714b3d5-d098-468d-aea9-0f531eeed43e · 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 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:46:44.744430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.606823Z digest=sha256:4da89ac724ac04cb07d9caf38117ee6fd4990e0774eb09413d37710c04f45531

Observation e753c40b-ab45-4ce6-9e84-b126c75b14e3 · 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 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:46:44.734736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.610320Z digest=sha256:126aeb824d3bb378bbfbd5c4b5bb05e0b5aa9d55dd93f97e2c6f70f518dc0a09

Observation 619fcc26-c906-4a8a-8bb1-3c0cfb42494a · 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 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:46:44.724466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.613567Z digest=sha256:a250e0845effb18c0c9c62597d17d5d35e0ef89e725f91b64fcbe40dc3ab9719

Observation 15fe1977-c3da-4c77-875a-c1a4984af72f · 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 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:46:44.714215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.620116Z digest=sha256:2f8fefdc7dc1f8412247ac4ee2c1a2b9ff2012eb610e018850c5b9b6c270f62f

Observation 38b71eee-f45f-4aa8-9bc5-7f2df2674c29 · outbound

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

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:46:44.703940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.623460Z digest=sha256:8b751739a06646d9b4e8184a5af8a1c1b71adce51066111463cb2f27258ca554

Observation c70042be-2893-43ae-a240-a07fb643290a · 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 72

Resolution
unresolved
no resolver link, observed 2026-08-07T05:46:43.627585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.627585Z digest=sha256:f2875db336fc5d6921392dcab0873211a05884b2373dc97ff67e8b960dbed2e0

Observation 1e830549-32e0-4d46-aefe-5ab713124a8b · 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 73

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:46:44.693445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.630839Z digest=sha256:e08f95bb63e7db3063f0c284758882f1b883e79866d4fd3ef24843a6564f784a

Observation cc94e312-be9c-48ab-873d-20b5bd20cb04 · 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 74

Resolution
unresolved
no resolver link, observed 2026-08-07T05:46:43.634254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:46:43.634254Z digest=sha256:3f3ce131148f679fcb61cf19be26d4919d0f0ca071b5e5df3b515acfa5130d36

Observation 618947f1-98bc-4764-aa4a-f658ab84e5e9 · outbound

This paper cites -threshold effect: the influence of A on B is not enough for B to cause C.

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

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:46:44.683003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.637822Z digest=sha256:0c7d7c7fa7225806ed3a350842a4706dc982858815e25584eebe4b5f35bfe106

Observation 576114e2-e806-4759-9760-68b6473e2237 · 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 76

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:46:44.672073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.641277Z digest=sha256:76a0ccbe6d04147dbc1b4e59bb69e103286547bacba32cc9a41081bc6b8bb779

Observation 3e702613-5cd7-4358-abaa-900601c605f8 · 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 77

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:46:44.662167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.644613Z digest=sha256:5addcb88b8b2091ba5e1785edf5452a6c897c1041c575e5e92be1f01a7420d1e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.647813Z digest=sha256:fd4ddf75efbccd6da7a5003fae4caf501e834f6bde3d87a2127f91da0b85d3ef

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.651591Z digest=sha256:8ac3fb3281f1c7376f311cfbc3434cfa0871004466bbe8d4b4a2cac15018d17f

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.

source=pdf_text observed=2026-08-07T05:46:43.655041Z digest=sha256:d4c70fc66dfec7becb316ce2339d3defde869a404cd978877061bba1b72d18dd

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.

source=pdf_text observed=2026-08-07T05:46:43.658263Z digest=sha256:8276fc902307ccc6a5093e5979eda2582e371f11d26fde8a6eb830725bc7bd11

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.662483Z digest=sha256:ee44a2cc442423d3b1768904a1092ccf03749052bbbfcd7f79a00287012b55fc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.667240Z digest=sha256:7d202a744bcd89386b1911bcf87d8b115db89cba70d72c249a2a2b0d9eee6e46

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.670792Z digest=sha256:4ba3ea989b4be443fbe9125466a895046ad5a86675c7fc89ae4a467c15f60331

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.674469Z digest=sha256:66f7bb94ef5a7fa91f9b3afa4a06f8ca127a41417d82608f80711f4fcbbb33d9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.678147Z digest=sha256:411597591558cde2654f44f38a1a77171d6db4d5eaeae19357b617744422c103

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.682687Z digest=sha256:20e635da375e577c6894686bab262c527fdd481a0340cd9ec861c11ffe7c23ac

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.686576Z digest=sha256:6ffa0453491944cd77197928383e54c44d4840b5ef6fd9dc516261831ff06b69

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.690185Z digest=sha256:166daea2a366b5523e59c7d43759a92802ef847b1ca0bce8f3f570f4a91c502b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.693755Z digest=sha256:18a88f9d6ca924134f926cd09935d82e3ed380c66e4f0d44ff5e95420470ede9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.698070Z digest=sha256:7e4abc76d3073a6bdf9d42a473e31b1ee5cabb9dd257654ec373b0fd404151a9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.702583Z digest=sha256:f797546e7aba09a17cbf1c2754688b3a01aa791cd1481d02ae46fd67f1c5ffd5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.706236Z digest=sha256:e6542e641de771b53444b31890f917a035dc19a93c510f52084e64ea99be64df

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.709877Z digest=sha256:13847b87f2d54eb2ab7d1843666bc9d2e4ffd7180e1fb9861451af03353b5b4b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.713198Z digest=sha256:49eee8b42b7f968e4c4b08defe02c28c0c021bb48b1e1b6f4703177c3fbb24a1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.717309Z digest=sha256:4b9ded0a44894ccf59fdd91a9fbf0b868bbfabfb9230e948f33714ca5f34dfdd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.721863Z digest=sha256:9e3fdab013dd93906c0068f57216f516a3a604b3bef39b57b8457a29cf3077cb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.725715Z digest=sha256:109e1ff4e6a2cd7dd3082a7cf74ed6106ed7f1bda9ad58baa0532fdf0e784764

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.729766Z digest=sha256:1c4d72049b317ae8519ef0533ed1eace2d08428c05408f6bacc15e2a705ec97a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.733351Z digest=sha256:b6815f200e027d8dd9c7f880041991178cf8f7845514825f8b23be77a705877b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.736851Z digest=sha256:72703f22974e43290bb2c2d5d668712ef1c9c5b289e8323ecb91aaeaacf9758a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.740305Z digest=sha256:6fdb528e6755c3977140df86dabb24b39da5868d91701a5b59e9234cbd13acef

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.743723Z digest=sha256:c9cad12688cf5a3e6f75f03bdfbb60d1fbbe99ffe47b7406371404a54864ba26

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.747320Z digest=sha256:6f0cc0be2af7cb816969ecb0af817cbaa94ce0802f7d0e94401a76bb9775c5a2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.750703Z digest=sha256:31c03ceaaa7752f3d1cbf74c93db4643903cb687c5408973797cffd4089a5fb2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.754075Z digest=sha256:6fd399d4e88abd651d2df1bcabba47a62c96ccb7649317799d34484a7883ca16

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.757695Z digest=sha256:174adf581885f80a72aceaf18e7a4a3dab99a5cafe4854d9d7068163131ab509

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.761539Z digest=sha256:540c108771309a5b9d2c48a0ccee3a5a7a8fa20629d2fa303fac1c8047787520

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.765900Z digest=sha256:c177c6213ba54e6d16c36e81435f5e1c327cfe6885ee9be2c552befd14eb9470

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.769389Z digest=sha256:e5ca55fc17bbcccd76c1bcc75a2c49ccbb384577d8373e467d63075914850dc2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.772823Z digest=sha256:f135173dadf4fb9f2d294842df64491fed5903bbb7f94069286052e29bc1d722

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.776381Z digest=sha256:9a33aed3d293e8afa692e4136c08bff653750d595ad1bbd3bfcfd64f146096a8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.781733Z digest=sha256:f3fc5cc418ba79641ec028754585d5bfee546e94541eab9dc90ae3be7593193a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.785921Z digest=sha256:babd23f7a0a6e905c27a2943503e3e2425db392d5169e41e675bc08c94c91289

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.789294Z digest=sha256:f2a99cc9788a3f4e955c1b79c347e8f47f03fdf04a33919405c24524a4a59fed

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.792591Z digest=sha256:365e1121723e896ae7d887c68abf47389026cd53a880a8dd2356596b4067b57d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.795912Z digest=sha256:b3153e02f1b84f3deedc6b540161a844404bc0c51b772c659521e7b03b18b497

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.799386Z digest=sha256:5fffa19cd7eb351adfa345cc4389951b7b73a83da0f76a9a4982ca7c866b3fbf

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.802720Z digest=sha256:63eb45289659a82152474d0a3562076b00cdd07988129b5aba490581bb45e561

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T05:46:43.806230Z digest=sha256:ed9459ef29315f160fadd533f886959221b0b695cc68fc1ec115b738c0441861

Pith citing papers

No inbound Pith citation observations are available.