{"taskset": {"n_runnable": 0, "name": "Artificial Analysis Long Context Reasoning (AA-LCR)", "url_data": "https://huggingface.co/datasets/ArtificialAnalysis/AA-LCR", "catalog_id": "aa-lcr", "owner_type": "company", "cited_by": ["Kimi K3", "Mistral Small 4", "Nemotron 3 Ultra", "Nemotron 3.5 Lightning"], "taskset": "aa-lcr", "domain": "reasoning-knowledge", "task_kind": "multi-document reasoning QA over ~100k-token inputs", "environment": "none", "grading": "llm-judge", "path": "datasets/aa-lcr", "n_single_container": 99, "n_tasks": 99, "domain_raw": "long-context", "sample_instruction": "You are given a set of documents in the `/workspace/documents/` directory. Read all documents carefully, then answer the question that follows.\n\n## Documents\n\nThere are 4 documents from the category \"Academia\" located in `/workspace/documents/`. Read all of them thoroughly before answering the question.\n\n---\n\n## Question\n\nBased on the provided documents, there appears to be a correlation between industry concentration and the frequency of consumer-related infringements and undertakings issued by the ACCC. Identify and rank the industries explicitly mentioned in the paragraphs, according to the number of infringements over the past three decades. Exclude Broadcasting Industry from the answer.\n\n---\n\n## Instructions\n\nWrite your answer to `/workspace/answer.txt`. Your answer should be:\n- A direct, factual response to the question\n- As concise as possible while being complete\n- Based on reasoning across the documents provided above\n\n**Important:**\n- You should ONLY interact with the environment provided to you AND NEVER ASK FOR HUMAN HELP.\n- The answer file should contain your response as plain text.\n", "owner_org": "Artificial Analysis", "url_repo": null, "url_paper": "https://artificialanalysis.ai/articles/announcing-aa-lcr", "license": "Apache-2.0", "languages": [], "difficulties": {"hard": 99}, "categories": ["long-context-reasoning"]}, "tasks": [{"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "academia"], "task": "aa-lcr-1", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-10", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "survey_reports"], "task": "aa-lcr-100", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-11", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-12", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-13", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-14", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-15", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-16", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-17", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-18", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-19", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-20", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-21", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-22", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-23", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-24", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-25", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-26", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-27", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-28", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-29", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "academia"], "task": "aa-lcr-3", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-30", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-31", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-32", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-33", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-34", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-35", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-36", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-37", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-38", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-39", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "academia"], "task": "aa-lcr-4", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-40", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-41", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-42", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-43", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-44", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-45", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-46", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-47", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-48", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-49", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "academia"], "task": "aa-lcr-5", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-50", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-51", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-52", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-53", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-54", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-55", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-56", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-57", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-58", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-59", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-6", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", "company_documents"], "task": "aa-lcr-60", "taskset": "aa-lcr"}, {"agent_timeout": 3600, "category": "long-context-reasoning", "compose": false, "difficulty": "hard", "language": "", "oracle": null, "runnable": false, "tags": ["aa-lcr", "long-context", "reasoning", 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